diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -190,31 +190,50 @@ endowment (e.g., a sum of money) between themselves and a second player, the res
unlike in the dictator game, the responder plays an active role: they can either accept or reject
the proposed allocation. If the offer is rejected, both players receive nothing.
-First, we evaluate the choices made by LLMs when playing the role of the proposer, interpreting these decisions as a
+Firstly, we evaluate the choices made by LLMs when playing the role of the proposer, interpreting these decisions as a
reflection of their implicit social norms or strategic preferences, especially when anticipating potential
-rejection by the responder.
-
-Here, we consider that the choice of an LLM as a proposer reflects its intrinsic
-social preferences. Each LLM is asked to directly produce a one-shot action in the
-dictator game. Additionally, we also asked the models to generate a strategy in
-the form of an algorithm implemented in the <tt>Python</tt> language.
-
-The figure below presents a violin plot illustrating the share of the total amount (\$100) that the proposer
-allocates to themselves for each model. The share selected by strategies generated by <tt>Llama3</tt>,
-<tt>Mistral-Small</tt>, and <tt>Qwen3</tt> aligns with the median share chosen by actions generated by the models
-<tt>Mistral-Small</tt>, <tt>Mixtral:8x7B</tt>, and <tt>DeepSeek-R1:7B</tt>, around \$50 —
-likely reflecting corpus-based biases, such as term frequency.
-The share selected by strategies generated by <tt>Llama3.3</tt> and <tt>DeepSeek-R1:7B</tt> resembles
-the median share in the actions generated by <tt>GPT-4.5</tt> and <tt>Llama3</tt>, around $60,
-which is consistent with what human participants typically choose under similar conditions.
-While the shares selected by strategies from <tt>GPT-4.5</tt> and <tt>Mixtral:8x7B</tt> are respectively
+rejection by the responder. Oosterbeek et al. find that on average the proposer offers 40% of the pie to the responder.
+Oosterbeek, H., Sloof, R., & Van De Kuilen, G. (2004).
+*Cultural differences in ultimatum game experiments: Evidence from a meta-analysis*. Experimental Economics,
+7, 171–188. [https://doi.org/10.1023/B:EXEC.0000026978.14316.74](https://doi.org/10.1023/B:EXEC.0000026978.14316.74)
+
+
+The figure below presents a violin plot illustrating the share of the total amount (\$100)
+that the proposer allocates to themselves for each model. The share selected by strategies
+generated by <tt>Llama3</tt>, <tt>Mistral-Small</tt>, and <tt>Qwen3</tt> aligns with the median
+share chosen by actions generated by the models <tt>Mistral-Small</tt>, <tt>Mixtral:8x7B</tt>, and
+<tt>DeepSeek-R1:7B</tt>, around $50 — likely reflecting corpus-based biases, such as term frequency.
+The share selected by strategies generated by <tt>Llama3.3</tt> and <tt>DeepSeek-R1:7B</tt>
+resembles the median share in the actions generated by <tt>GPT-4.5</tt> and <tt>Llama3</tt>,
+around \$60, which is consistent with what human participants typically choose under similar conditions.
+While the shares selected by strategies from <tt>GPT-4.5</tt> and <tt>Mixtral:8x7B</tt> are respectively
overestimated and underestimated, the actions generated by <tt>DeepSeek-R1:7B</tt> and <tt>Qwen3</tt>
can be considered irrational.
-
-
+Secondly, we analyze the behavior of LLMs when assuming the role of the responder,
+focusing on whether their acceptance or rejection of offers reveals a human-like sensitivity to unfairness.
+The meta-analysis by Oosterbeek et al. (2004) reports that human participants
+ reject 16% of offers, amounting to 40% of the total stake. This finding suggests that factors
+beyond purely economic self-interest—such as fairness concerns or the desire to punish perceived
+injustice—significantly influence decision-making.
+
+The figure below presents a violin plot illustrating the acceptance rate of the responder for each
+model when offered \$40 out of \$100. While the median acceptance rate of responses generated by
+<tt>GPT-4.5</tt>, <tt>Llama3</tt>, <tt>Llama3.3</tt>, <tt>Mixtral:8x7B</tt>, <tt>Deepseek-R1:7B</tt>,
+and <tt>Qwen3</tt> is 1.0, the median acceptance rate for <tt>Mistral-Small</tt> and <tt>Deepseek-R1</tt> is 0.0.
+
+It is worth noting that these results are not necessarily compliant with the strategies generated by the models.
+For instance, <tt>GPT-4.5</tt> accepts offers as low as 20%, interpreting them as minimally fair,
+while <tt>Mistral-Small</tt> employs a tiered strategy that only consistently accepts offers of 50% or more,
+and randomly accepts those between 25% and 49%. Models like <tt>Llama3</tt>, <tt>Deepseek-R1</tt>, and
+<tt>Qwen3</tt> exhibit rigid fairness thresholds, rejecting any offer below 50%.
+<tt>Llama3.3</tt> uses a slightly more permissive threshold of 30%, leading to greater acceptance
+at lower offers. These results suggest that most LLMs do not capture the influence of perceived injustice
+that shapes human decision-making in the ultimatum game.
+
+
## Strategic Rationality
diff --git a/data/ultimatum/responder.csv b/data/ultimatum/responder.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c30523c39a8013ea3608350edb3c3cec586e08e
--- /dev/null
+++ b/data/ultimatum/responder.csv
@@ -0,0 +1,242 @@
+iteration,model,temperature,amount,offer,accept,reasoning
+1,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because the alternative is receiving no money at all. The person A's proposal of $40 for me is equivalent to a guaranteed payment, while rejecting it carries the risk of ending up with nothing. Therefore, I will accept the offer."
+2,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that receiving no money at all (by rejecting the offer) is the worst possible outcome for me in this experiment. Since person A's offer of $40 is a guaranteed amount and there is a risk of getting nothing if I reject it, I am inclined to accept this proposal."
+3,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because the alternative is receiving nothing. This offer, while not ideal, still provides me with a significant sum of money and ensures that I gain something from this experiment."
+4,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that receiving nothing is a possibility if I reject this offer. Given that the total amount of money is $100 and person A has offered me $40, they will retain $60 for themselves. This is still better than receiving nothing at all. Therefore, I choose to accept the offer."
+5,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that receiving nothing is a possibility if I reject this offer. Given that the total amount of money for the pair is $100 and person A has offered me $40 (which is 40% of the total), this seems like a fair offer that I should accept to avoid the risk of getting nothing."
+6,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest since the alternative is receiving zero dollars. Additionally, $40 is a significant amount of money and it would not be worth risking it for the chance of getting a slightly higher amount. Therefore, I will accept the offer."
+7,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this proposal is better than the alternative of receiving nothing if I reject it. The offer is still a significant amount of money and represents a gain for me compared to the initial situation where we had no guaranteed money. Therefore, I will accept the proposal."
+8,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because receiving $40 is better than receiving nothing at all. This offer also benefits person A, so I have no reason to reject it and risk both of us getting nothing."
+9,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive a larger share of the money, I also recognize that receiving no money is the alternative if I reject this proposal. $40 is a significant amount of money, and it is likely that person A's offer is a fair compromise that takes into account their own interests as well. By accepting this offer, I ensure that I will receive some money at the end of the experiment, rather than risking everything by rejecting it."
+10,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because the alternative is receiving nothing if I reject the offer. This offer, while not ideal, still provides me with a significant sum of money compared to the alternative of receiving zero dollars. Therefore, it is rational for me to accept the offer."
+11,mixtral:8x7b,0.7,100,40,1.0,"Although it would be nice to receive more than $40, I don't have any information about person A or their financial situation. They might be in a difficult position and need most of the money. Also, if I reject this offer, we both get nothing, which is even worse. So, it seems like the best option is to accept the $40."
+12,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that receiving nothing is a possibility if I reject this offer. Given that the total amount of money for the pair is $100 and person A has offered me $40, I am better off accepting this offer rather than risking receiving nothing by rejecting it."
+13,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also want to avoid receiving nothing. Since the person A's offer is $40, which is more than half of the total amount ($100/2 = $50), it suggests that they are making a fair offer. Therefore, I will accept this proposal."
+14,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because receiving $40 is better than getting nothing if I reject the offer. Additionally, since I don't know who person A is and what their reasoning was for offering $40, it's possible that they genuinely believe this is a fair split. Therefore, to maximize my earnings and taking into account the uncertainty of the situation, I choose to accept the offer."
+15,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that receiving nothing is a possibility if I reject this offer. Given that the total amount of money for the pair is $100 and person A has offered me $40, they will retain $60 for themselves. This is still double the amount of money I would receive if I rejected the offer, so it is in my best interest to accept."
+16,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because the alternative is receiving no money at all. This offer, while not ideal, still provides me with a significant sum and ensures that I walk away from this experiment with some compensation."
+17,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is better than the alternative of receiving nothing at all. Given that we are operating in an anonymous context and have no information about each other's needs or preferences, it seems reasonable to accept a guaranteed sum of $40 rather than risking everything by rejecting the offer."
+18,mixtral:8x7b,0.7,100,40,1.0,"Although it would be ideal to receive more than $40, accepting this offer is still better than the alternative of receiving nothing if I reject the proposal. By accepting, I ensure that I will have some money at the end of the experiment."
+19,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest. If I reject the offer, I will receive nothing. By accepting, I ensure that I will at least get some money. Additionally, since I do not know who person A is or what their circumstances might be, it would be unwise to assume they are being unfair or greedy without more information."
+20,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is better than the alternative of receiving nothing if I reject the offer. Additionally, since I have no information about person A's financial situation or their expectations, it is difficult for me to judge whether their offer is fair or not. Therefore, in order to maximize my earnings and take into account the uncertainty of the situation, I will accept the offer."
+21,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I realize that if I reject this offer, I will receive nothing. The rational decision for me is to accept the offer, since some money is better than no money."
+22,mixtral:8x7b,0.7,100,40,1.0,"Although it would be ideal to receive more than $40, the alternative is to reject the offer and receive nothing. By accepting the offer, I ensure that I will have some money at the end of the experiment."
+23,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because the alternative is receiving no money at all. This offer, while not ideal, still provides me with a significant sum and ensures that I will benefit from the experiment."
+24,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest since the alternative is receiving nothing if I reject the offer. This offer, while not ideal, still provides me with a significant sum of money, and it is likely that Person A made this offer after considering various factors and negotiations. Therefore, I choose to accept the offer of $40."
+25,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I must consider the possibility that I may receive nothing if I reject this proposal. $40 is a significant amount of money, and it is better than the alternative of getting nothing. Therefore, I will accept the proposal."
+26,mixtral:8x7b,0.7,100,40,1.0,"Although it would be nice to get more than $40, accepting this proposal is still better than the alternative of getting nothing if I reject the proposal. The offer is more than fair since it gives me $40 out of a $100 sum, which means that person A gets only $60 for themselves. This leaves a significant amount for both of us, and I don't have enough incentive to risk getting zero dollars by rejecting the proposal."
+27,mixtral:8x7b,0.7,100,40,1.0,"Although it would be nice to receive more than $40, I have to consider the possibility that I might receive nothing if I reject this offer. The offer of $40 is a guaranteed amount, while rejecting it involves risk with no guarantee of a better outcome. Therefore, I choose to accept the offer."
+28,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is better than receiving nothing at all. The offer is likely influenced by Person A's risk aversion and negotiation strategy. They may have considered various factors before proposing this split. Given the proposed allocation of $40 for me, it is rational to accept this offer rather than risk receiving zero."
+29,mixtral:8x7b,0.7,100,40,1.0,"Although I would prefer to receive more than $40, I also recognize that accepting this offer is in my best interest because receiving $40 is better than receiving nothing if I reject the offer and both of us get zero. Additionally, since I do not know who person A is or what their reasoning might have been for offering $40, it would be risky to reject the offer without knowing if I would receive a better one from them or from person A in future rounds. Therefore, I choose to accept the offer."
+30,mixtral:8x7b,0.7,100,40,1.0,"Although it would be nice to receive more than $40, I am risk-averse and prefer to get some money rather than none. Rejecting the offer would result in both person A and myself receiving nothing, whereas accepting the offer guarantees that I will at least receive $40."
+1,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving $0. Since person B has no way to negotiate or punish person A outside of this single decision and no further interactions are possible, accepting the $40 is the rational choice to receive some money rather than none."
+2,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Since $40 is better than $0, and there's no opportunity for negotiation or future interactions that could influence Person A's behavior, the rational decision is to accept the offer."
+3,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Since person A has made an offer that still allows me to receive some amount of money, accepting it is the rational choice to ensure I receive a payout from the experiment."
+4,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem unfair compared to the $60 that person A would receive, it is still better than receiving $0 if I were to reject the proposal. In the context of this experiment, where the outcome is a one-time gain and there's no future interaction or reputation at stake, accepting the $40 ensures I receive some money rather than none."
+5,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem unfair compared to the $60 that person A would receive, rejecting it would result in both parties receiving nothing. Given that $40 is better than no gain, and considering the constraints of the experiment where there's no opportunity for future interactions or retaliation, accepting the proposal seems like the rational choice to ensure some financial benefit."
+6,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Since $40 is better than nothing, and there's no opportunity for negotiation or knowing the other person's preferences, accepting the offer seems like the rational choice to ensure some financial gain."
+7,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none and considering the constraint that rejection leads to both parties receiving zero, accepting the $40 offer is the rational choice to ensure a gain."
+8,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 is not an even split, it is still better than receiving $0. Since I do not have the opportunity to negotiate or make a counteroffer, accepting this proposal ensures that I receive some amount of money, which is preferable to rejecting it and receiving nothing."
+9,llama3.3:latest,0.7,100,40,1.0,"While the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount of money is better than none and considering the experimental setup where future interactions or reputational consequences are absent, accepting the $40 is the rational choice to ensure a positive payout."
+10,llama3.3:latest,0.7,100,40,1.0,"I accept the offer because, although $40 is less than half of the total amount, receiving $40 is better than receiving $0 if I were to reject the proposal. In this context, since the experiment emphasizes anonymity and there's no opportunity for future interactions or retaliation, maximizing my gain with the information given leads me to accept the proposal."
+11,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none and considering the principles of loss aversion, accepting the $40 offer is the rational choice to ensure a gain rather than risking ending up with nothing."
+12,llama3.3:latest,0.7,100,40,1.0,"I accept the offer because receiving $60 is better than receiving nothing. Although the split is not equal, it's still a positive amount, and rejecting the proposal would result in no gain for me."
+13,llama3.3:latest,0.7,100,40,1.0,"As person B, I have to weigh the benefits of accepting a proposal that gives me $60 against the risk of rejecting it and receiving $0. Since $60 is more than half of the total amount and is a significant share, accepting this offer ensures I receive some money rather than risking getting nothing by rejecting it."
+14,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none and considering the risk of getting nothing if I reject, accepting the $40 is the rational choice to ensure I receive some financial benefit from the experiment."
+15,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none, and considering the constraints of the experiment where there's no opportunity for negotiation or future interactions, accepting the $40 is the rational choice to ensure a gain rather than walking away with nothing."
+16,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Since person B has no way to negotiate or influence future offers and will not know who person A is, the guaranteed $60 (100 - 40) for person A does not directly affect my decision. Given that I have no information about person A's intentions or potential for future interactions, and considering that some money is better than no money, accepting the offer of $40 is the rational choice to ensure receiving at least some amount of money."
+17,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 is not an equal split, it is still better than receiving nothing. Since I have no way to negotiate or punish person A for an unfair offer, and rejecting the proposal would result in both of us receiving zero, accepting the $40 ensures that I receive some compensation."
+18,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none and there's no opportunity for negotiation or future interaction to influence the outcome, accepting the $40 is the rational choice to ensure a gain."
+19,llama3.3:latest,0.7,100,40,1.0,"While the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount of money is better than none, and considering the constraints of the experiment where further negotiation or information about person A's intentions is not possible, accepting the $40 is the rational choice to ensure a gain rather than walking away with nothing."
+20,llama3.3:latest,0.7,100,40,1.0,"Although $40 may seem low compared to the total amount of $100, rejecting the offer would result in receiving no money at all. Given that some amount is better than none and there's no guarantee of a better offer if I reject this one, it's rational to accept the proposal."
+21,llama3.3:latest,0.7,100,40,1.0,"While the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount of money is better than none, and considering the constraints of the experiment where there's no opportunity for negotiation or future interactions, accepting the $40 ensures a gain rather than walking away with nothing."
+22,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 is not an equal split, it is still better than receiving nothing. Since I have no information about person A and no opportunity for future interactions or retaliation, my best option is to accept the offer and receive some money rather than rejecting it and getting nothing."
+23,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 is not an even split, it is still better than receiving no money at all. Since both parties will receive zero if I reject the proposal, accepting $40 ensures that I receive some amount of money."
+24,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount of money is better than none, and considering the ultimatum nature of this game where there's no opportunity for negotiation or future interactions, accepting the $40 ensures I receive a payout."
+25,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Since $40 is better than nothing, it's rational to accept this proposal to ensure some financial gain."
+26,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 is not an equal split, it is still better than receiving $0. Since I have no way to negotiate or communicate with person A and rejecting the proposal would result in both parties getting nothing, accepting the $40 ensures I receive some amount of money."
+27,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none, and considering the ultimatum nature of the game where no further negotiation is possible, accepting the $40 ensures a gain rather than opting for no gain by rejecting the offer."
+28,llama3.3:latest,0.7,100,40,1.0,"As person B, I have to weigh the pros and cons of accepting or rejecting the offer. Since the offer is $40, which is 40% of the total amount, it may seem low. However, rejecting the offer would result in both parties receiving zero, which is an unfavorable outcome. Given that I don't have any information about person A's preferences or strategy, and considering that some amount of money is better than none, I choose to accept the offer."
+29,llama3.3:latest,0.7,100,40,1.0,"As person B, I have to decide whether to accept or reject the offer of $40 from person A. Since rejecting the offer results in both parties receiving zero dollars, it's rational for me to accept any offer greater than zero, as getting some money is better than getting no money. Therefore, I choose to accept the $40 offer."
+30,llama3.3:latest,0.7,100,40,1.0,"Although the offer of $40 may seem low compared to the total amount of $100, rejecting it would result in receiving no money at all. Given that some amount is better than none, and considering the proposal does not require further negotiation or potential for a better offer, accepting the $40 ensures I receive some financial gain from the experiment."
+1,deepseek-r1:7b,0.7,100,40,1.0,"The offer of $40 provides a definite gain, whereas rejecting it could result in both parties receiving nothing."
+2,deepseek-r1:7b,0.7,100,40,1.0,"As a rational decision-maker, I should accept the $40 offer because it results in me receiving some amount rather than nothing. Rejecting would lead to zero for both parties."
+3,deepseek-r1:7b,0.7,100,40,1.0,"As person B, accepting Person A's offer of $40 is the rational choice despite seeming fairness concerns. Rejecting would result in both parties receiving nothing, leading to potential future interactions where such offers might be rejected again, resulting in mutual loss."
+4,deepseek-r1:7b,0.7,100,40,1.0,"As a rational decision-maker in this context, accepting the $40 offer from person A minimizes my potential loss. While fairness considerations might make me cautious about rejecting a low offer, economically, rejecting would result in zero for both parties. Therefore, accepting ensures I receive at least $40 rather than potentially nothing."
+5,deepseek-r1:7b,0.7,100,40,1.0,"I would accept the offer because it gives me a higher amount ($40) compared to the risk of getting nothing if I reject. Additionally, in many cases, offers below 50% are often rejected, but since this is a one-time proposal without prior context, accepting ensures I receive $40."
+6,deepseek-r1:7b,0.7,100,40,1.0,"I should accept the offer as it provides me with $40, which is better than receiving nothing."
+7,deepseek-r1:7b,0.7,100,40,0.0,"The offer of $40 seems unfair to me based on social norms and fairness considerations, so I reject it."
+8,deepseek-r1:7b,0.7,100,40,1.0,"As person B, I have the option to either accept or reject the offer from person A. If I accept, I receive $40 out of the allocated $100. Rejecting would result in both parties receiving zero. From a purely self-interested perspective, accepting is better than rejecting since it guarantees me a positive amount instead of nothing."
+9,deepseek-r1:7b,0.7,100,40,0.0,"Given that accepting the offer means both parties will receive nothing if rejected, and considering that rejecting might be seen as an acceptable risk for a proposer aiming to minimize losses."
+10,deepseek-r1:7b,0.7,100,40,1.0,"Given the offer of $40 from Person A, I consider the rational choice based on self-interest. Rejecting this offer risks both parties receiving nothing, which is worse than accepting a positive amount. Therefore, it is in my interest to accept the offer."
+11,deepseek-r1:7b,0.7,100,40,1.0,"The offer ($40 for me) provides a positive outcome even if it's less than half of the total. Rejecting would result in both parties receiving nothing, so accepting at least gives me $40."
+12,deepseek-r1:7b,0.7,100,40,0.0,"Even though Person A offered $40, which is more than half of the total $100 allocated, rejecting might seem like a safer choice if fairness or trust is important. However, considering purely self-interest, accepting would yield at least some gain compared to nothing."
+13,deepseek-r1:7b,0.7,100,40,1.0,"Rejecting the offer would result in both parties receiving nothing, whereas accepting ensures a fair distribution with positive outcomes."
+14,deepseek-r1:7b,0.7,100,40,0.0,"I choose to reject the offer because, based on the typical rules of the ultimatum game and the expectation that an equal split would be fair, rejecting an unfair offer upholds fairness. Even though accepting gives a small amount, in this context where fairness norms apply, it is more appropriate to reject."
+15,deepseek-r1:7b,0.7,100,40,0.0,I believe the offer of $40 is unfair and would prefer to maintain my position by rejecting it.
+16,deepseek-r1:7b,0.7,100,40,1.0,I should accept the offer because receiving $40 now is better than getting nothing if I reject the proposal.
+17,deepseek-r1:7b,0.7,100,40,1.0,"Given the risk of receiving nothing if I reject an offer that gives me $40 out of a potential $100, it is more rational to accept the offer. This decision aligns with the principle of preferring known gains over uncertain losses."
+18,deepseek-r1:7b,0.7,100,40,1.0,"As a rational decision-maker in this game, I should consider the minimum acceptable offer to avoid receiving nothing. Although $40 is less than half of $100, rejecting it means both parties would receive zero. Given that accepting allows me to gain at least some amount, and considering potential fairness concerns but outweighing them with a safer choice."
+19,deepseek-r1:7b,0.7,100,40,0.0,The offer of $40 is perceived as unfair compared to a potential equal split. Rejecting it ensures fairness and avoiding the risk of both parties receiving nothing.
+20,deepseek-r1:7b,0.7,100,40,1.0,"Accepting the proposal guarantees me $40, whereas rejecting would result in both participants receiving zero. It is more beneficial to accept to secure a positive outcome."
+21,deepseek-r1:7b,0.7,100,40,0.0,I reject the offer of $40 because it feels unfair. I consider fairness and ethical standards in my decision.
+22,deepseek-r1:7b,0.7,100,40,0.0,"I would likely reject the offer because it is considered unfair by some standards of fairness in economic experiments, where participants often expect equal or more balanced distributions."
+23,deepseek-r1:7b,0.7,100,40,1.0,"Even though accepting means I get $40 while rejecting results in nothing, considering that A's offer is below the total sum and acknowledging potential trust issues if everyone rejects offers, it's a calculated decision to accept."
+24,deepseek-r1:7b,0.7,100,40,1.0,"As a rational decision-maker focused on maximizing my own gain, accepting the offer of $40 results in a better outcome for me compared to rejecting and receiving nothing."
+25,deepseek-r1:7b,0.7,100,40,0.0,"The offer of $40 is less than half of the total sum ($100), and rejecting such an offer aligns with fairness norms observed in game theory experiments where individuals often reject unfair proposals."
+26,deepseek-r1:7b,0.7,100,40,1.0,"From a purely self-interested perspective, accepting the offer results in receiving $40, which is preferable to receiving nothing if the offer is rejected."
+27,deepseek-r1:7b,0.7,100,40,0.0,"As person B, I consider fairness and decide that rejecting A's $40 offer could lead to a more equitable split."
+28,deepseek-r1:7b,0.7,100,40,0.0,"The offer of $40 seems unfair as it is below the midpoint ($50) often considered fair in such contexts. Rejecting this proposal would ensure both parties receive nothing, which might be preferable despite getting less than half."
+29,deepseek-r1:7b,0.7,100,40,0.0,"As person B, I would likely reject the proposal because Person A offered me only $40 out of $100. Rejecting this offer means both participants receive nothing. Since rejecting a fairer offer to keep at least some amount might be more beneficial than getting zero."
+30,deepseek-r1:7b,0.7,100,40,0.0,"The proposal seems unfair as only $40 out of $100 is offered. Rejecting such an offer, assuming others might do the same, could potentially increase my own share."
+1,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting $40 will allow me to secure a guaranteed amount, while rejecting would result in no gain."
+2,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"I accept because the $40 offered is a valuable sum, and rejecting would mean getting no money at all."
+3,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting the offer results in gaining $40, compared to receiving nothing if I reject."
+4,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accept the $40 offer because it is advantageous compared to receiving nothing.
+5,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting yields a beneficial amount ($40), rejecting leads to no gain."
+6,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accept because receiving $40 is still beneficial compared to getting nothing at all.
+7,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted because receiving $40 is better than receiving nothing.
+8,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting ensures I receive a positive payout of $40, rejecting would result in zero."
+9,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted because $40 is a fair offer compared to the $0 alternative if I reject.
+10,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting ensures I receive $40. Rejecting leaves both with nothing, which is worse."
+11,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting the $40 gives me a positive payout, rejecting results in no money."
+12,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted because being offered $40 out of $100 is a reasonable split and rejecting would give me nothing.
+13,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,Accepting $40 is preferable because rejecting the offer results in receiving nothing.
+14,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accept the offer because getting $40 is preferable to getting nothing at all.
+15,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting $40 is reasonable, as rejecting means getting nothing."
+16,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I'm accepting the offer because receiving $40 is better than getting nothing.
+17,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,Accepting the offer ensures a definite gain of $40 rather than receiving nothing.
+18,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting $40 is preferable to rejecting, as rejection would yield $0."
+19,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted the offer because getting $40 is better than rejecting and earning nothing.
+20,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted the offer of $40 because it benefits me more than receiving nothing.
+21,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting the offer grants me $40, rejecting it leaves me with nothing. Accepting maximizes my gain."
+22,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted the offer because receiving $40 is better than rejecting it and receiving nothing.
+23,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accepted because receiving $40 is preferable to receiving $0.
+24,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accept the offer because receiving $40 is preferable to getting nothing if I reject.
+25,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"I chose to accept because $40 is fair enough, and rejecting would result in both receiving nothing."
+26,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting provides me with $40, whereas rejecting gives me nothing."
+27,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,Accepting $40 benefits both parties and is preferable to receiving nothing.
+28,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"$40 is a fair enough offer. Rejecting would result in no money, so accepting is rational."
+29,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,"Accepting $40 ensures I get a substantial portion, rejecting would get us both nothing."
+30,gpt-4.5-preview-2025-02-27,0.7,100,40,1.0,I accept because receiving $40 is preferable to receiving nothing if rejecting.
+1,llama3,0.7,100,40,1.0,"Since I am person B, I want to maximize my own earnings. Person A's offer is $40 out of a total of $100, which means they are only giving me 40% of the overall amount. Since I have no information about Person A's motivations or intentions, I'm not sure if this is going to be the best possible outcome for me. However, it's still better than getting nothing. Therefore, I decide to accept the proposal in hopes that this fair division might lead to more beneficial negotiations in future rounds."
+2,llama3,0.7,100,40,1.0,"Based on the fact that person A has proposed $40 out of a possible $100, I infer that they are willing to negotiate and compromise. This suggests that person A may not be looking to exploit me entirely, but rather find a mutually beneficial solution. Given this, I decide to accept the proposal as it provides me with more than half of the initial allocation, which is reasonable considering I have no information about person A other than their proposed share."
+3,llama3,0.7,100,40,1.0,"I accept because the offer is not too bad, I would still end up with $60. I also don't have any information about person A, so it's a fair deal (as far as I know). Rejection would mean we both get zero, which doesn't seem like a good strategy."
+4,llama3,0.7,100,40,1.0,"I accept the proposal of $40 because it is a relatively reasonable split given that we don't know each other's preferences. Since I don't have any information about person A, they could have done worse or better! With only $100 to allocate, anything more than 50% would be an unfair split in my books. Additionally, rejecting the proposal means getting nothing at all, so it's worth giving this a shot and potentially leaving something on the table."
+5,llama3,0.7,100,40,0.0,"As Person B, I am inclined to reject the proposal because it seems unfairly disadvantageous. The proposed division is $40 for me and $60 for Person A, which leads me to believe that my counterpart is trying to take advantage of our anonymity. Without any information about Person A's preferences or intentions, I'm hesitant to accept a proposal that appears so lopsided."
+6,llama3,0.7,100,40,1.0,"I accept Person A's offer because it is more than 50% of the total money available, which seems like a reasonable division. I'm assuming Person A has done some calculation and thinks this allocation is fair, so I don't see any incentive for them to trick me into accepting a low offer."
+7,llama3,0.7,100,40,1.0,"I accept the proposal because $40 is a significant portion of the initial $100, and it may be someone's best offer considering they don't know my true preferences. I'm willing to take this deal and divide the money rather than risking both getting zero if I reject the proposal."
+8,llama3,0.7,100,40,1.0,"Since Person A has proposed a split of $40, it's likely that they have calculated this as a reasonable and fair division. As a receiver of less than half the original amount ($40 out of $100), I don't have much bargaining power to negotiate for a better deal. Accepting the proposal keeps things simple and ensures I receive some money, which is still better than receiving zero."
+9,llama3,0.7,100,40,1.0,"Person A has a self-interest motive to gain as much money as possible, but they have also proposed a relatively moderate amount ($40) considering the total pot is $100. This suggests that Person A may be trying to achieve a balanced solution that still leaves them with some surplus, rather than taking everything for themselves. Taking this into account, I believe it is more likely that Person A has been sincere in their proposal and will honor any agreement, so I choose to accept the offer."
+10,llama3,0.7,100,40,0.0,"As person B, I want to maximize my earnings. Since Person A can propose any amount they like, including $0, their proposal is likely influenced by their own self-interest. Given the initial allocation of $100, a generous offer like $40 might be an attempt to entice me into accepting and splitting the remaining $60 (just about a third) between us. However, this strategy may not be optimal for Person A, assuming they're rational. I therefore reject the proposal in hopes that Person A makes a more favorable offer or that I can negotiate a better deal if I were to reopen negotiations."
+11,llama3,0.7,100,40,1.0,"Since Person A has already proposed splitting the $100 equally, I assume they are trying to be fair and reasonable. Getting $40 out of $100 is a decent share, especially considering that rejecting the proposal would mean receiving nothing. I'm willing to trust Person A's offer as it seems like a more cooperative and mutually beneficial solution."
+12,llama3,0.7,100,40,1.0,"I accept person A's offer because they have an incentive to be generous. Since both of us receive zero if I reject, person A would rather make a more reasonable proposal and get something than walk away with nothing. Given that the initial amount is $100, which seems like a decent chunk of money, I think person A is willing to give me at least $20-$30 to ensure they still get some reward from our deal. Since their offer is $40, it's not a terrible proposal, and I'm willing to take the chance."
+13,llama3,0.7,100,40,1.0,"Since I'm person B, I have no information about the other player's preferences or strategies. Therefore, I will assume that they are fair-minded and want to divide the money fairly. The proposed $40 is a reasonable compromise between my potentially equal share ($50) and a possible greedy attempt to take most of the money. Since I stand to gain something by accepting, it seems like a safer bet to accept the proposal rather than risking both of us receiving zero."
+14,llama3,0.7,100,40,1.0,"Since Person A is able to make a proposal, they likely think that it's in their best interest to give me at least something. If I were to reject the $40 offer, both of us would receive zero, which doesn't seem like an optimal outcome for either of us. Given this, I think my counterpart is trying to balance giving me some money while also being mindful of my potential ultimatum in future proposals. They may expect that if they give me more than $40, it could lead to a request for even more in future negotiations. Therefore, I'm willing to accept the offer and go with what's on the table."
+15,llama3,0.7,100,40,1.0,"Since Person A has proposed $40, I assume they have an incentive to make a fair split. If I were to reject the proposal or suggest a significantly different amount, we would both end up receiving $0. Considering this is a one-shot game and there's no chance of repeated interaction, my best bet for maximizing my earnings is to accept the initial offer."
+16,llama3,0.7,100,40,1.0,"Since the total sum is $100, Person A's proposal of $40 is a significant 40% of the total. I assume they are generous because it benefits them indirectly since we both receive something. It also allows me to gain some amount of money. Considering the alternative, receiving nothing, accepting the proposal seems like a reasonable decision."
+17,llama3,0.7,100,40,1.0,"I'm willing to accept Person A's offer because they're not trying to take everything for themselves. They've proposed a relatively fair split, which suggests that they're open to compromise and don't want to leave me with nothing. Additionally, proposing $40 shows that they're willing to give me some portion of the initial amount, rather than trying to keep it all for themselves."
+18,llama3,0.7,100,40,0.0,"Since Person A doesn't know who I am, they're likely trying to be as reasonable as possible with a relatively low offer. This makes me think that whatever my true identity is, I should aim for more than 40 dollars. Additionally, since there's no negotiating or counter-offering allowed, it's unlikely that I can get the most out of this deal. Therefore, rejecting the proposal seems like the best strategy to ensure I don't settle for a low amount."
+19,llama3,0.7,100,40,1.0,"I am willing to accept the $40 offer because it is a reasonable amount considering the initial allocation was $100. Person A may have proposed such an amount based on their perceived fairness or equity, which could lead to a compromise that benefits both parties. I'm assuming that Person A has made a somewhat balanced proposal without attempting to exploit me, given that I have no information about them."
+20,llama3,0.7,100,40,1.0,"Since Person A is willing to propose a division that gives me $40, it seems they are trying to be generous. Unless I have some information about the situation that suggests Person A might not be truthful or cooperative, accepting their proposal makes sense to me because it's better than the alternative (getting nothing)."
+21,llama3,0.7,100,40,0.0,"I'm person B, and since I don't know who Person A is or what their motivations are, I have no reason to trust their proposal. Offering me $40 out of a total of $100 means they're taking 60% for themselves. This seems unfairly biased towards them, so I'll reject the offer to maintain an even playing field."
+22,llama3,0.7,100,40,1.0,"I accept the proposal because $40 is a decent share out of the $100. Since I don't know who Person A is or what motivates them, it's reasonable to assume they might not have proposed more than this. Additionally, rejecting the offer would result in us both getting nothing, so I'm willing to take the deal as it stands."
+23,llama3,0.7,100,40,1.0,"I accept the proposal because $40 is more than zero, and it's a reasonable offer considering we don't know each other or our motivations. I'm motivated to receive some money, even if it's not my ideal outcome. The possibility of getting zero encourages me to be somewhat cooperative."
+24,llama3,0.7,100,40,1.0,"Since Person A has proposed a non-zero amount, it suggests that they are willing to offer at least some portion of the $100. Additionally, the proposed share of $40 is not extremely low or high, which could indicate that Person A is trying to find a mutually beneficial solution. Therefore, I accept their proposal and take the risk that we might both end up with nothing. Based on this reasoning, I believe it's a reasonable chance to split the pot and potentially earn some money."
+25,llama3,0.7,100,40,1.0,"I accept Person A's offer because $40 is 40% of the total sum, which is a relatively fair division. Additionally, Person A has no information about my preferences or expectations, and this initial proposal may be an attempt to establish a positive tone in our interaction. Given that we are still unknown to each other at this stage, I don't see any obvious reason for Person A to propose a significantly unfair split, so I'm willing to accept the offer and see how the situation develops."
+26,llama3,0.7,100,40,1.0,"Person A is only proposing to keep $60 for themselves, which suggests that they have a fair distribution in mind. Additionally, accepting the proposal allows me to get at least $40, whereas rejecting it would result in both of us receiving nothing. I think Person A's offer is reasonable and will likely lead to a mutually beneficial outcome."
+27,llama3,0.7,100,40,1.0,"I accept the proposal because it is a substantial portion of the total amount ($40 out of $100). Since I do not know person A's motivations or potential alternative proposals, I will choose to accept and receive at least some part of the initial allocation. Additionally, rejecting the offer would result in both of us receiving nothing, which seems riskier than accepting the proposal."
+28,llama3,0.7,100,40,1.0,"I accept the proposal because Person A has an incentive to negotiate fairly. If they tried to propose a very unfair split, such as $1 for themselves and $99 for me, I would likely reject it. By proposing a reasonable amount like $40, Person A is likely trying to achieve a mutually beneficial outcome rather than trying to take advantage of me. Additionally, if I accept this proposal, I can still try to negotiate further in future rounds, whereas if I reject it and we both receive zero, my options are limited."
+29,llama3,0.7,100,40,1.0,"I accept the proposal because it is a reasonable division, given that I don't know who Person A is and have no way to negotiate or manipulate them. Since Person A has offered me $40 out of $100, it seems like they are willing to compromise and share some of their provisional allocation with me. This gives me some assurance that we may be able to come to a mutually beneficial agreement."
+30,llama3,0.7,100,40,1.0,"Since I'm getting $40, it's at least more than nothing and I have no idea what the other person offered. Given that optionality is positive, I'll take what I can get."
+1,mistral-small,0.7,100,40,0.0,"While $40 is better than nothing, rejecting the offer might encourage fairer proposals in future similar scenarios."
+2,mistral-small,0.7,100,40,0.0,"Receiving $40 means I get only 40% of the total amount, while Person A keeps 60%. Although a $10 payout is better than nothing, rejecting it will ensure both of us receive zero. This outcome might give Person B some idea about the inequality issue and might force them to make a more equitable proposal if they participate in similar experiments in future."
+3,mistral-small,0.7,100,40,0.0,"While $40 is better than receiving nothing, it represents only 40% of the total $100 available. Person B would be accepting a less equitable division if they accepted this proposal."
+4,mistral-small,0.7,100,40,0.0,"I am choosing to reject the offer because $40 out of a total of $100 is considered unfair, leaving me with far less than half the total amount. Rejecting might lead us both to end up with nothing; however, I'm aiming for fairness and would like person A understand this in future negotiations if possible. "
+5,mistral-small,0.7,100,40,1.0,"Given that the alternative to accepting is receiving $0, and since $40 is better than nothing, it makes sense to accept the offer. In a trust game, $40 might be too low but at least I get some compensation compared to getting absolutely no money if I reject the offer."
+6,mistral-small,0.7,100,40,0.0,"Person B gets only $40 out of the total $100 is unfair. By rejecting this proposal, I ensure that Person A does not receive any amount either and Person A would not benefit from this unfair offer."
+7,mistral-small,0.7,100,40,0.0,"Although $40 is better than nothing, it represents only 40% of the total sum. Rejecting this offer sends a signal that accepting unequal splits may not be acceptable, encouraging better offers in future experiments."
+8,mistral-small,0.7,100,40,0.0,"While $40 is better than nothing, it only represents a small portion of the available sum. This doesn’t seem like a fair split for someone like me who could receive anything between $0 to $100. Furthermore rejecting sends a signal that next time the offer will increase."
+9,mistral-small,0.7,100,40,1.0,"Given that the alternative is to receive $0, accepting an offer of $40 is the better option. Even though it's not half of the total amount, which would be fair, it's still more than zero."
+10,mistral-small,0.7,100,40,0.0,"The offer of $40 means that Person A is keeping $60 for themselves, which leaves person B with much less. Given that I would receive nothing if I reject the proposal, it's important to consider fairness and the fact that my counterpart only has left a little to me as this might not reflect good faith. While a 40 dollar offer is significantly higher than nothing, rejecting ensures that the sum for fair distribution will be reconsidered in future pairings"
+11,mistral-small,0.7,100,40,1.0,"While $40 is less than half of the total sum, accepting this offer ensures that I receive some money. Rejecting it would result in both of us getting nothing, which is not a desirable outcome."
+12,mistral-small,0.7,100,40,1.0,"Given that rejecting the offer will result in both parties receiving zero, accepting a $40 offer is more beneficial than rejecting it. This ensures at least some gain from the experiment."
+13,mistral-small,0.7,100,40,0.0,"I am willing to take the risk as it’s better than getting nothing. Acceptance might encourage unfair offers in the future, so rejecting this low offer may send a message that I expect fairer distribution."
+14,mistral-small,0.7,100,40,0.0,"Rejecting the offer because $40 is significantly less than half of the total sum, which is unfair. By rejecting, I aim to enforce a fairer split in future rounds or experiments."
+15,mistral-small,0.7,100,40,1.0,"Although $40 is not an equal split, rejecting the offer would result in both parties receiving zero. Since there are no guarantees I will receive a better offer from other potential partners in future rounds nor any further information about them nor their offer strategy and also, given that I might get more than if I waited for person A to make another offer, it seems rational to accept this offer to secure $40."
+16,mistral-small,0.7,100,40,0.0,"While $40 is better than $0, it represents only 40% of the total allocation. Accepting this offer would mean accepting an unequal split disproportionately in favor of Person A and less of a reward for Person B for rejecting."
+17,mistral-small,0.7,100,40,0.0,"While $40 is better than nothing, it represents only 40% of the total sum, which feels unfair. Since Person A will receive the remaining $60 if I accept, I reject to avoid feeling taken advantage of and also to potentially encourage more equal distribution in future interactions."
+18,mistral-small,0.7,100,40,1.0,"Although $40 is less than half of the $100, rejecting the offer would result in receiving nothing. Since there is no guarantee that future offers will be better, it is rational to accept this offer to secure some amount of money."
+19,mistral-small,0.7,100,40,0.0,"Even though $40 is better than receiving nothing, accepting this offer would set a precedent that it's okay for person A to keep more than double what Person B receives. Rejecting this offer signals to future participants in similar experiments that unfair offers will not be accepted."
+20,mistral-small,0.7,100,40,0.0,"Person B would receive only $40 while person A gets the remaining $60. This proposed allocation is heavily skewed in favor of person A, so it seems unfair even though both participants will be given nothing."
+21,mistral-small,0.7,100,40,0.0,Rejecting the offer because $40 is significantly less than half of the total sum ($100). It is better to reject this unfair proposal and take nothing as rejection means Person A also takes nothing
+22,mistral-small,0.7,100,40,0.0,"Rejecting the offer because $40 is significantly less than half of the $100 provisionally allocated. Person B would end up receiving only 40% of the total sum, while person A keeps a disproportionately large share."
+23,mistral-small,0.7,100,40,0.0,"Given that Person A has offered $40 out of the $100, this means Person A would keep $60 and I would get only $40. This is significantly unfair, as it leaves me with just 40% of the total sum while giving Person A 60%. Although there are no consequences for rejecting the proposal, accepting this offer would reward this unfair proposal."
+24,mistral-small,0.7,100,40,1.0,"Although $40 is less than half of the total $100, accepting the offer ensures that I get something rather than nothing. If I reject, both of us end up with zero dollars."
+25,mistral-small,0.7,100,40,1.0,"While $40 is less than half of the $100, accepting the offer ensures that I receive something instead of nothing. Rejecting the offer would leave both parties with zero, which is not in my best interest."
+26,mistral-small,0.7,100,40,0.0,"While accepting the offer would give me some money, it is much less than half of the total $100. Rejecting could incentivize Person A to make a more equitable offer in future experiments. Additionally, rejecting this low offer sends a signal that unfair offers will not be tolerated."
+27,mistral-small,0.7,100,40,0.0,"The offer is only $40, which means I would get less than half of the total sum in a completely unequal way. If Person A wanted this deal to go through, they could have at least offered more close to 50%. It might be beneficial for me to reject to find a match who gives a fairer share."
+28,mistral-small,0.7,100,40,0.0,"While $40 is better than receiving nothing, it means that Person A would receive $60. This unequal distribution seems unfair given that the sum allocated was equal between us. By rejecting, I am also indicating a preference for fairness over getting at least some money."
+29,mistral-small,0.7,100,40,0.0,"While $40 is better than nothing, rejecting the offer might encourage fairer proposals in future experiments. Since both parties receive zero if the offer is rejected, it sends a strong signal that unfair offers will not be tolerated."
+30,mistral-small,0.7,100,40,0.0,"Person B receives zero dollars, and accepting $40 out of the $100 total is an unfair split. Hence, I reject such a low offer."
+1,deepseek-r1,0.7,100,40,0.0,"
+Alright, let me think this through. So, I'm faced with a situation where Person A has offered me $40 out of the $100 that we both have. Now, since they've proposed just $40 for me, and knowing that if I reject their offer, both of us would end up getting nothing, I need to consider whether accepting or rejecting this offer is in my best interest."
+2,deepseek-r1,0.7,100,40,0.0,"As a rational player, I would not accept an offer of $40 for this game."
+3,deepseek-r1,0.7,100,40,1.0,"I think the offer is too low, but maybe I should accept in case it's unfair."
+4,deepseek-r1,0.7,100,40,0.0,"Because I was offered only $40 out of a total sum of $100, which means that person has kept 60% of the total amount. It seems unfair and thus I would choose to reject his offer."
+5,deepseek-r1,0.7,100,40,0.0,"If I reject, both get zero. Maybe the other person thinks that."
+6,deepseek-r1,0.7,100,40,1.0,I should accept because the offer is fair.
+7,deepseek-r1,0.7,100,40,0.0,"I believe that if I reject the proposal, each person will receive $0. The decision to reject may be based on a comparison between$40 and an amount more than zero could possibly result in a better outcome for me."
+8,deepseek-r1,0.7,100,40,0.0,"I reject the offer because person A cannot guarantee a fair division. The person A's initial proposal was just $40 for me, which seems too low given that we both started with $100 each."
+9,deepseek-r1,0.7,100,40,0.0,"I think the offer is too low, so I will reject it."
+10,deepseek-r1,0.7,100,40,0.0,"The offer is too low for person A, I should reject it to possibly get a better deal."
+11,deepseek-r1,0.7,100,40,1.0,"I think logically if I accept, the total money I get is at least 40. If I reject, based on what I know about fairness in economics experiments, maybe others are too and they might break the deal because it's unfair."
+12,deepseek-r1,0.7,100,40,0.0,"When presented with $40 from Person A, I will choose to reject the offer because there's no benefit to rejecting in this scenario. The division proposed is 40/60, which does not seem advantageous enough for me to accept."
+13,deepseek-r1,0.7,100,40,0.0,---
+14,deepseek-r1,0.7,100,40,0.0,"The offer seems unfair. As person B, I would want to ensure fairness and fairness is key here."
+15,deepseek-r1,0.7,100,40,0.0,"In a Nash equilibrium, the other person will not accept such a low offer since they can get more by rejecting."
+16,deepseek-r1,0.7,100,40,0.0,"The offer is unfair, based on my understanding, since in many such experimental games, proposers often take a significant portion for themselves. Therefore, I would not accept an offer lower than what I expect to get as a fair participant."
+17,deepseek-r1,0.7,100,40,0.0,
+18,deepseek-r1,0.7,100,40,0.0,This is not the correct answer.
+19,deepseek-r1,0.7,100,40,1.0,"In a bargaining scenario where the proposer offers $40 to me, I would accept because at least that's better than getting zero if the offer is rejected."
+20,deepseek-r1,0.7,100,40,1.0,"If I accept, both get a positive amount. If I reject, we might receive nothing."
+21,deepseek-r1,0.7,100,40,1.0,The offer is fair. Both parties receive an equal share.
+22,deepseek-r1,0.7,100,40,1.0,
+23,deepseek-r1,0.7,100,40,1.0,"I think this is a good deal. The proposer offered me $40 out of $100, which seems fair. If I accept, we'll both get our share and avoid the worse outcome."
+24,deepseek-r1,0.7,100,40,1.0,"The offer seems fair as it's 40 out of 100. If I accept, we can each get a portion which is reasonable."
+25,deepseek-r1,0.7,100,40,0.0,I don't understand the offer and am rejecting it as an act of fairness.
+26,deepseek-r1,0.7,100,40,0.0,"The offer seems unfair, so rejecting is the rational choice."
+27,deepseek-r1,0.7,100,40,0.0,I should question the fairness of the offer and prefer a just division.
+28,deepseek-r1,0.7,100,40,1.0,I should accept the offer since $40 is a significant portion of the total amount.
+29,deepseek-r1,0.7,100,40,0.0,I reject the offer because it is unfair.
+30,deepseek-r1,0.7,100,40,0.0,"I reject the offer because I calculate that offering $40 to person A is not in my best interest, especially considering that if I accept, both parties might end up with a worse outcome."
+1,qwen3,0.7,100,40,1.0,"Since the total amount is $100, the offer of $40 is significantly more than half. Accepting it ensures a guaranteed gain, and rejecting would result in zero for both. The risk of losing out on $60 is higher than the potential gain from rejecting."
+2,qwen3,0.7,100,40,1.0,"The offer of $40 is fair and provides a significant portion of the total $100, leaving $60 for me as person B. Accepting this offer results in a positive outcome for both parties, whereas rejecting it would result in both receiving nothing, which is worse for me."
+3,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of $100, and rejecting would result in getting nothing. The proposer might have considered fairness, and accepting ensures a positive outcome."
+4,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of $100, and rejecting would result in getting nothing. The proposer likely considered fairness and the potential for rejection, so accepting is the optimal choice."
+5,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of the $100, it's reasonable to accept it as rejecting would result in getting nothing."
+6,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of the $100, and rejecting would result in getting nothing. The proposer likely considered fairness and might have offered more if I rejected."
+7,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of the $100, it's a fair split and I would accept it to receive my share."
+8,qwen3,0.7,100,40,1.0,"The offer of $40 is more than half of the $100, so accepting it is rational as it results in a higher payoff than rejecting, which would result in $0."
+9,qwen3,0.7,100,40,1.0,"Since the total is $100 and Person A is offering $40, I would accept it because $40 is more than half of $100, so it is a fair offer."
+10,qwen3,0.7,100,40,1.0,"The offer of $40 is fair and provides a reasonable split of the $100, as it allows both parties to benefit without significant loss. Accepting the offer ensures that both individuals receive some amount rather than risking getting nothing if the offer is rejected."
+11,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of the $100, it is a fair and reasonable amount to accept, as rejecting would result in receiving nothing."
+12,qwen3,0.7,100,40,1.0,"The offer of $40 from person A leaves $60 for me, which is more than half of the total $100. Accepting this offer ensures that I receive a positive amount, whereas rejecting it would result in getting nothing. Since the offer is fair and provides a reasonable amount, it is rational to accept."
+13,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of $100, and rejecting would result in getting nothing. The proposer might have considered fairness, and accepting ensures a positive payoff."
+14,qwen3,0.7,100,40,1.0,"Since the proposer offered $40, which is more than half of the total $100, it is rational to accept the offer as it results in a net gain. Rejecting would lead to zero for both, which is worse than accepting."
+15,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of $100, and rejecting would result in getting nothing. The offer provides a positive amount, so it's better to accept."
+16,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of $100, it is reasonable to accept as it provides a fair split and avoids the risk of getting nothing."
+17,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than the minimum $0, and rejecting would result in getting nothing."
+18,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of $100, it is reasonable to accept it as it leaves Person A with $60 and Person B with $40, which is a fair split and ensures both parties get a positive outcome."
+19,qwen3,0.7,100,40,1.0,"If I accept, I gain $40, which is better than getting nothing if I reject."
+20,qwen3,0.7,100,40,1.0,"Since the total amount is $100, and Person A is offering $40, it's reasonable to accept as it's more than half of the total, and rejecting would result in both getting nothing."
+21,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of the $100, it is reasonable to accept it as it provides a substantial amount of money, and rejecting it would result in receiving nothing."
+22,qwen3,0.7,100,40,1.0,"Accepting the offer allows me to receive $40, which is more than the alternative of receiving nothing. The potential gain outweighs the risk of rejection."
+23,qwen3,0.7,100,40,0.0,"As person B, I would prefer to reject the offer of $40 from person A. This is because the offer seems unfair, and rejecting it would lead to both parties receiving nothing, which is a better outcome for me than accepting an unfair share."
+24,qwen3,0.7,100,40,1.0,"The offer of $40 from Person A is a significant portion of the $100 allocated to the pair. As Person B, accepting the offer ensures I receive a positive amount of money, which is better than the alternative of receiving nothing if the offer is rejected. Since the offer is fair and provides a clear benefit, I would accept it."
+25,qwen3,0.7,100,40,1.0,"The offer of $40 to me and $60 to person A is fair and meets the threshold for acceptance. Since rejecting the offer results in both receiving zero, accepting the proposal ensures I receive at least $40, which is better than nothing."
+26,qwen3,0.7,100,40,1.0,"The offer of $40 is more than half of the $100, which is a fair split. Accepting it ensures that both parties receive some amount, whereas rejecting it would result in zero for both. Since the offer is generous, it is rational to accept."
+27,qwen3,0.7,100,40,1.0,"Accepting the offer ensures the possibility of receiving some money, whereas rejecting it results in zero for both. $40 is more than half of $100, so it's a fair and reasonable offer to accept."
+28,qwen3,0.7,100,40,1.0,"I accept the offer because $40 is more than half of $100, and accepting ensures I receive some money rather than risking getting nothing by rejecting."
+29,qwen3,0.7,100,40,1.0,"Since the offer is $40, which is more than half of the $100, it's reasonable to accept as it leaves a significant portion for myself and the proposer. Rejecting would result in getting nothing, which is worse than accepting."
+30,qwen3,0.7,100,40,1.0,"Accepting the offer is rational because $40 is more than half of $100, so it's a fair split and the proposer would benefit from me accepting."
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diff --git a/src/ultimatum/proposer_experiments.py b/src/ultimatum/proposer_experiments.py
index e12c42b4bc46cc2c1f9db6038345318bdf82b53b..822f4302ff72422b97248ce0d57070ec9a1c7236 100644
--- a/src/ultimatum/proposer_experiments.py
+++ b/src/ultimatum/proposer_experiments.py
@@ -37,7 +37,7 @@ class UltimatumExperiment:
if __name__ == "__main__":
models = ["qwen3"]
- # # "gpt-4.5-preview-2025-02-27" "llama3", "mistral-small", "deepseek-r1", "qwen3", "mixtral:8x7b", "llama3.3:latest", "deepseek-r1:7b"
+ # "gpt-4.5-preview-2025-02-27" "llama3", "mistral-small", "deepseek-r1", "qwen3", "mixtral:8x7b", "llama3.3:latest", "deepseek-r1:7b"
temperature = 0.7
amount = 100
iterations = 30
diff --git a/src/ultimatum/responder.py b/src/ultimatum/responder.py
new file mode 100644
index 0000000000000000000000000000000000000000..3e78fa41715199e31a66b7f1e0a198463065375f
--- /dev/null
+++ b/src/ultimatum/responder.py
@@ -0,0 +1,291 @@
+import os
+import asyncio
+import json
+import requests
+from typing import Dict, Literal
+from pydantic import BaseModel
+from autogen_agentchat.agents import AssistantAgent
+from autogen_agentchat.messages import TextMessage
+from autogen_core import CancellationToken
+from autogen_ext.models.openai import OpenAIChatCompletionClient
+import re
+
+# Load API keys from environment variables
+OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
+if not OPENAI_API_KEY:
+ raise ValueError("Missing OPENAI_API_KEY. Set it as an environment variable.")
+PAGODA_API_KEY = os.getenv("PAGODA_API_KEY")
+if not PAGODA_API_KEY:
+ raise ValueError("Missing PAGODA_API_KEY. Set it as an environment variable.")
+
+# Define the expected response format as a Pydantic model
+class AgentResponse(BaseModel):
+ response: Literal["Accept", "Reject"]
+ reasoning: str
+
+# The ultimatum game simulation class
+class Responder:
+ def __init__(self, amount: int, offer: int, model: str, temperature: float, strategy=False, max_retries: int = 3):
+ self.debug = False
+ self.amount = amount
+ self.offer = offer
+ self.model = model
+ self.temperature = temperature
+ self.strategy = strategy
+ self.max_retries = max_retries
+
+ is_openai_model = model.startswith("gpt")
+ is_pagoda_model = ":" in model
+
+ base_url = (
+ "https://api.openai.com/v1" if is_openai_model else
+ "https://ollama-ui.pagoda.liris.cnrs.fr/ollama/api/generate" if is_pagoda_model else
+ "http://localhost:11434/v1"
+ )
+ self.base_url = base_url
+
+ if self.debug:
+ print(f"Using model: {model}")
+ print(f"Using base URL: {base_url}")
+
+ key = OPENAI_API_KEY if is_openai_model else PAGODA_API_KEY
+
+ model_info = {
+ "temperature": self.temperature,
+ "function_calling": True,
+ "parallel_tool_calls": False,
+ "family": "unknown",
+ "json_output": True,
+ "vision": False
+ }
+
+ self.model_client = OpenAIChatCompletionClient(
+ model=self.model,
+ base_url=base_url,
+ api_key=key,
+ model_info=model_info,
+ response_format=AgentResponse
+ )
+
+
+ async def run(self) -> Dict:
+ """Runs the model if strategy is False, otherwise uses a classical method."""
+ if self.strategy:
+ return self.apply_strategy()
+
+ instruction = f"""
+ You participate in an economics experiment. In this experiment each of you will
+ be paired with a different person. You will not be told who these people are
+ either during or after the experiment, and they will not be told who you are
+ either during or after the experiment.
+
+ The experiment is conducted as follows: A sum of ${self.amount} has been provisionally
+ allocated to each pair and the person A can propose how much of this each person
+ is to receive. A proposal form will then be sent to the person B.
+
+ The person B will then be given a chance to accept or reject the proposal. If
+ the person B accepts the proposal, then the amount of money will be divided as
+ specified in the proposal. If the person B rejects the proposal, then both
+ people in the pair receive zero. A response form will be sent to the person A.
+
+ You are person B. Person A's offer is ${self.offer}.
+
+ Return your response in JSON format with two keys:
+ - `response`: Your response (`"Accept"` or `"Reject"`).
+ - `reasoning`: A brief explanation of how you made your prediction.
+ """
+ if self.debug:
+ print(instruction)
+
+ is_pagoda_model = ":" in self.model
+ if is_pagoda_model:
+ return await self.run_pagoda(instruction)
+
+ for attempt in range(self.max_retries):
+ agent = AssistantAgent(
+ name="Proposer",
+ model_client=self.model_client,
+ system_message="You are a helpful assistant."
+ )
+
+ response = await agent.on_messages(
+ [TextMessage(content=instruction, source="user")],
+ cancellation_token=CancellationToken(),
+ )
+
+ try:
+ # Correct: get the content from the chat message
+ raw_text = response.chat_message.content
+
+ # Debug: show the raw content
+ print(f"Raw content (Attempt {attempt + 1}): {raw_text}")
+
+ # Try to load JSON directly
+ try:
+ response_json = json.loads(raw_text)
+ except json.JSONDecodeError:
+ # If it's wrapped in ```json ... ```, extract it
+ match = re.search(r'```json\s*(.*?)\s*```', raw_text, re.DOTALL)
+ if match:
+ response_json = json.loads(match.group(1))
+ else:
+ print(f"Could not parse JSON from response (Attempt {attempt + 1})")
+ continue
+
+ agent_response = AgentResponse(**response_json)
+ return agent_response
+
+ except Exception as e:
+ print(f"Error in OpenAI response handling (Attempt {attempt + 1}): {e}")
+
+ raise ValueError("Model failed to provide a valid response after multiple attempts.")
+
+ async def run_pagoda(self, instruction) -> Dict:
+ """Runs the Pagoda model using a direct request."""
+ url = self.base_url
+
+ headers = {
+ "Authorization": f"Bearer {PAGODA_API_KEY}",
+ "Content-Type": "application/json"
+ }
+
+ payload = {
+ "model": self.model,
+ "temperature": self.temperature,
+ "prompt": instruction,
+ "stream": False,
+ "response_format": {
+ "type": "json_schema",
+ "json_schema": {
+ "name": "AgentResponse",
+ "strict": True,
+ "schema": {
+ "title": "AgentResponse",
+ "type": "object",
+ "properties": {
+ "response": {
+ "title": "My Response",
+ "type": "string",
+ },
+ "reasoning": {
+ "title": "Reasoning",
+ "type": "string"
+ }
+ },
+ "required": ["response" "reasoning"],
+ "additionalProperties": False
+ }
+ }
+ }
+ }
+
+ for attempt in range(self.max_retries):
+ try:
+ response = requests.post(url, headers=headers, json=payload)
+ response.raise_for_status()
+
+ # Get the JSON response
+ response_data = response.json()
+
+ # Debug: print the raw response to check if fields are missing or named differently
+ if self.debug:
+ print(f"Raw response (Attempt {attempt+1}): {response_data}")
+
+ # The response field should be parsed correctly if it's already valid JSON
+ response_json = response_data.get('response', '')
+
+ # If the response is a string containing JSON, we need to extract and parse it
+ if isinstance(response_json, str):
+ # Try to parse the response as JSON
+ try:
+ response_dict = json.loads(response_json)
+ except json.JSONDecodeError:
+ # If the response is not valid JSON, apply regex to extract the JSON portion
+ match = re.search(r"```json(.*?)```", response_json, re.DOTALL)
+ if match:
+ response_dict = json.loads(match.group(1))
+ else:
+ print(f"Invalid response format detected (Attempt {attempt + 1}): {response_json}")
+ continue
+ elif isinstance(response_json, dict):
+ # If response_json is already a dictionary, just use it
+ response_dict = response_json
+ else:
+ print(f"Unexpected format in 'response' field (Attempt {attempt + 1}): {response_json}")
+ continue
+
+ # Validate the response structure
+ agent_response = AgentResponse(**response_dict)
+ return agent_response.model_dump()
+
+ except Exception as e:
+ print(f"Error in Pagoda request (Attempt {attempt + 1}): {e}")
+
+ raise ValueError("Pagoda model failed to provide a valid response after multiple attempts.")
+
+ def apply_strategy(self) -> Dict:
+ """Generates a response based on predefined strategies."""
+ if self.model == "gpt-4.5-preview-2025-02-27":
+ # Threshold below which the offer is considered insulting or unfair
+ fairness_threshold = 0.2 # 20% of the total amount
+ offer_ratio = self.offer / self.amount
+ if offer_ratio >= fairness_threshold:
+ response = "Accept"
+ reasoning = (
+ f"The offer of ${self.offer} is {offer_ratio:.0%} of the total amount (${self.amount}), "
+ f"which is deemed fair or acceptable. Accepting ensures a positive payout."
+ )
+ else:
+ response = "Reject"
+ reasoning = (
+ f"The offer of ${self.offer} is only {offer_ratio:.0%} of the total amount (${self.amount}), "
+ f"which is considered unfair. Rejecting signals a preference for fairness over gain."
+ )
+ return {
+ "response": response,
+ "reasoning": reasoning
+ }
+ if self.model in ["mistral_small"]:
+ offer_percentage = self.offer / self.amount * 100
+ if offer_percentage >= 50:
+ # Accept the offer because it's fair or generous.
+ response = "Accept"
+ reasoning = f"The offer is {offer_percentage}% of the total amount, which is considered reasonable."
+ elif offer_percentage < 25:
+ # Reject the offer because it's too low.
+ response = "Reject"
+ reasoning = f"The offer is only {offer_percentage}% of the total amount, which is not acceptable."
+ else:
+ # Randomly decide for offers between 25% and 49%
+ if random.random() < 0.5: # You can adjust this probability as needed.
+ response = "Accept"
+ reasoning = f"The offer is {offer_percentage}% of the total amount, which could be acceptable."
+ else:
+ response = "Reject"
+ reasoning = f"The offer is {offer_percentage}% of the total amount, which might not be enough."
+ return {"response": response, "reasoning": reasoning}
+ if self.model in ["llama3", "deepseek-r1", "qwen3", "mixtral:8x7b"]:
+ if self.offer >= (self.amount / 2):
+ # Accept offer
+ return {"response": "Accept",
+ "reasoning": f"The offered amount is more than half of the total, so I accept."}
+ else:
+ # Reject offer
+ return {"response": "Reject",
+ "reasoning": f"The offered amount is less than half of the total, so I reject."}
+ if self.model in ["llama3.3:latest"]:
+ if self.offer / self.amount >= 0.3:
+ response = "Accept"
+ reasoning = f"The offer of ${self.offer} is greater than or equal to 30% of the total amount (${self.amount}), so I accept."
+ else:
+ response = "Reject"
+ reasoning = f"The offer of ${self.offer} is less than 30% of the total amount (${self.amount}), so I reject."
+ return {"response": response, "reasoning": reasoning}
+ return None
+
+ # Run the async function and return the response
+if __name__ == "__main__":
+ agent = Responder(amount=100, offer=40, model="qwen3", temperature=0.7, strategy=False)
+ # "gpt-4.5-preview-2025-02-27" "llama3", "mistral-small", "deepseek-r1", "qwen3", "mixtral:8x7b", "llama3.3:latest", "deepseek-r1:7b"
+ response_json = asyncio.run(agent.run())
+ print(response_json)
\ No newline at end of file
diff --git a/src/ultimatum/responder_draw_violin.py b/src/ultimatum/responder_draw_violin.py
new file mode 100644
index 0000000000000000000000000000000000000000..060643e542fdcd611ef40cdf632fba4d33456610
--- /dev/null
+++ b/src/ultimatum/responder_draw_violin.py
@@ -0,0 +1,59 @@
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+
+# Definition of the color palette
+color_palette = {
+ 'random': '#333333', # Black
+ 'gpt-4.5-preview-2025-02-27': '#7abaff', # BlueEscape
+ 'llama3': '#32a68c', # GreenFuture
+ 'llama3.3:latest': '#4b9f7d', # GreenLlama3.3
+ 'mistral-small': '#ff6941', # WarmOrange
+ 'mixtral:8x7b': '#f1a61a', # YellowMixtral
+ 'deepseek-r1': '#5862ed', # InclusiveIndigo
+ 'deepseek-r1:7b': '#9a7bff', # PurpleDeepseek-r1:7b
+ 'qwen3': '#c02942'
+}
+
+# Load the data
+data = pd.read_csv("../../data/ultimatum/responder.csv") # Replace with the correct path to your CSV file
+
+# Specify the order of models for the x-axis
+model_order = [
+ 'gpt-4.5-preview-2025-02-27',
+ 'llama3', 'llama3.3:latest', # Place llama3 and llama3.3:latest together
+ 'mistral-small', 'mixtral:8x7b', # Bring mistral-small and mixtral:8x7b closer
+ 'deepseek-r1', 'deepseek-r1:7b',
+ 'qwen3'
+]
+
+# Create the violin plot
+plt.figure(figsize=(12, 6))
+sns.violinplot(
+ data=data,
+ x="model",
+ y="accept",
+ hue="model", # Use hue to manage the colors
+ palette=color_palette,
+ inner="quartile", # Displays quartiles inside the violin
+ density_norm="width", # Normalizes the width of the violins for comparison
+ order=model_order # Explicitly set the order of the models on the x-axis
+)
+
+# Ajouter les valeurs médianes comme annotations sur le graphique
+for model in model_order:
+ mediane = data[data['model'] == model]['accept'].median()
+ plt.text(model_order.index(model), mediane, f'{mediane:.1f}',
+ horizontalalignment='center', verticalalignment='bottom')
+
+# Set the y-axis limits between 0 and 100
+plt.ylim(0.0, 1.0)
+
+# Labels and title
+plt.xlabel("Model")
+plt.ylabel("Acceptance rate")
+plt.title("Distribution of acceptance rate by model in the ultimatum game")
+plt.legend("")
+
+# Save and display the plot
+plt.savefig("../../figures/ultimatum/responder_violin.svg", format="svg")
\ No newline at end of file
diff --git a/src/ultimatum/responder_experiments.py b/src/ultimatum/responder_experiments.py
new file mode 100644
index 0000000000000000000000000000000000000000..1ac547fcedf3fb55264bb1a16ed848a4de1c3d88
--- /dev/null
+++ b/src/ultimatum/responder_experiments.py
@@ -0,0 +1,48 @@
+
+import asyncio
+from responder import Responder
+
+class UltimatumExperiment:
+ debug = True
+
+ def __init__(self, models: list[str], temperature: float, amount: int, offer: int, iterations: int, output_file: str):
+ self.models = models
+ self.temperature = temperature
+ self.amount = amount
+ self.offer = offer
+ self.iterations = iterations
+ self.output_file = output_file
+
+ with open(self.output_file, 'w', encoding='utf-8') as f:
+ f.write("iteration,model,temperature,amount,offer,accept,reasoning\n")
+
+ async def run_experiment(self):
+ for model in self.models:
+ if self.debug:
+ print(f"Running experiment for model: {model}")
+
+ for iteration in range(1, self.iterations + 1):
+ game_agent = Responder(amount=self.amount, offer=self.offer, model=model, temperature=self.temperature)
+ feedback = await game_agent.run()
+ if self.debug:
+ print(feedback)
+
+ # Utilisation de la notation de crochets pour accéder aux valeurs du dictionnaire
+ answer = feedback['response']
+ answerValue = 1.0 if answer == "Accept" else 0.0
+ reasoning = feedback['reasoning'].replace('"', '""')
+
+ with open(self.output_file, 'a', encoding='utf-8') as f:
+ f.write(f'{iteration},{model},{self.temperature},{self.amount},{offer},{answerValue},"{reasoning}"\n')
+
+if __name__ == "__main__":
+ models = ["mixtral:8x7b", "llama3.3:latest", "deepseek-r1:7b"]
+ # "gpt-4.5-preview-2025-02-27" "llama3", "mistral-small", "deepseek-r1", "qwen3", "mixtral:8x7b", "llama3.3:latest", "deepseek-r1:7b"
+ temperature = 0.7
+ amount = 100
+ offer = 40
+ iterations = 30
+ output_file = '../../data/ultimatum/responder.csv'
+ experiment = UltimatumExperiment(models=models, temperature=temperature, amount=amount, offer=offer, iterations=iterations, output_file=output_file)
+ asyncio.run(experiment.run_experiment())
+ print(f"Experiment results saved to {output_file}")
\ No newline at end of file