{"id":"W3098772206","doi":"","title":"The social benefits of balancing creativity and imitation: Evidence from an agent-based model.","year":2017,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Creativity; Novelty; Imitation; Computer science; Psychology; Cognitive psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005721098,0.0007666058,0.0005572166,0.0007958001,0.0008195614,0.001936043,0.001137799,0.001759737,0.004838767],"category_scores_gemma":[0.01995389,0.0003779435,0.0007591676,0.0004354491,0.002720659,0.002388729,0.001865396,0.001119946,0.0003448476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202703,"about_ca_system_score_gemma":0.0006783695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218543,"about_ca_topic_score_gemma":0.001975595,"domain_scores_codex":[0.9977486,0.001679218,0.00007916102,0.000194458,0.0001509043,0.0001475989],"domain_scores_gemma":[0.9756858,0.01820666,0.003206339,0.001359912,0.0004632054,0.00107814],"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":[0.002945811,0.002733028,0.0868661,0.001002613,0.001401275,0.001658549,0.003757856,0.4786935,0.01117217,0.3407682,0.003210994,0.0657899],"study_design_scores_gemma":[0.0009219104,0.001321466,0.02809413,0.0000745772,0.000351373,0.0003715379,0.001182597,0.651199,0.00108801,0.3124614,0.002842055,0.00009186583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513093,0.0004925737,0.02266566,0.001528472,0.00004037673,0.00008204254,0.00007653787,0.00003141359,0.02377362],"genre_scores_gemma":[0.9962332,0.000133238,0.002939899,0.00007733922,0.000007168323,0.00003968947,0.00001804612,0.000005014074,0.000546399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005721098,"threshold_uncertainty_score":0.03025639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186207268226829,"score_gpt":0.320617316781152,"score_spread":0.2687552440988837,"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."}}