{"id":"W6957717770","doi":"10.60692/fr9vy-erc35","title":"Dynamics of collective cooperation under personalised strategy updates","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Homogeneous; Property (philosophy); Population; Variety (cybernetics); Dynamics (music); Social dynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035462,0.0001934683,0.0004049701,0.0004964576,0.0004531652,0.001028527,0.0006590757,0.0007841614,0.002705963],"category_scores_gemma":[0.009073454,0.0001891238,0.0002621998,0.000256799,0.001186572,0.001441168,0.00098347,0.0006560457,0.0001988279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007134111,"about_ca_system_score_gemma":0.0003019728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925061,"about_ca_topic_score_gemma":0.0009456006,"domain_scores_codex":[0.9996042,0.0001511221,0.00001474902,0.00008500244,0.00007757753,0.00006734707],"domain_scores_gemma":[0.9970537,0.001690883,0.0005608694,0.0002788689,0.0001945917,0.0002210238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002391545,0.0000954365,0.01057629,0.00008465267,0.00009073386,0.0007145066,0.001366324,0.6477054,0.019846,0.29082,0.002247316,0.02621415],"study_design_scores_gemma":[0.00002250352,0.00006416699,0.003395094,0.00001268934,0.00001454574,0.0001349766,0.0001948932,0.9320524,0.000816923,0.06251933,0.0007487914,0.00002365604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930673,0.000110811,0.09674626,0.000623806,0.00002484636,0.00003368904,0.00007331486,0.0001303879,0.009189656],"genre_scores_gemma":[0.9972624,0.00002225458,0.001922255,0.00002078311,0.00000479228,0.00001245487,0.000008044938,0.000004981059,0.000742078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705963,"threshold_uncertainty_score":0.009052336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990273860247326,"score_gpt":0.2528376718561757,"score_spread":0.2229349332537024,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}