{"id":"W4206374407","doi":"10.1017/psa.2021.25","title":"Diversity, Trust, and Conformity: A Simulation Study","year":2022,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conformity; Diversity (politics); Normative; Social psychology; Demographics; Ethnic group; Cognition; Psychology; Task (project management); Homogeneous; Group (periodic table); Cultural diversity; Cognitive psychology; Sociology; Epistemology; Mathematics; Demography; Economics","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":[0.00503111,0.0005906431,0.0008792958,0.001070181,0.001380909,0.001776308,0.001772532,0.00241467,0.006003795],"category_scores_gemma":[0.02424388,0.0003539769,0.0008702588,0.001145335,0.001512501,0.002542453,0.001763356,0.002495673,0.0003397846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375452,"about_ca_system_score_gemma":0.001014929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838251,"about_ca_topic_score_gemma":0.01480036,"domain_scores_codex":[0.9975306,0.001857326,0.00006992841,0.0001550857,0.0001436156,0.0002433952],"domain_scores_gemma":[0.9258261,0.06468648,0.003202933,0.002363738,0.001926492,0.00199422],"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":[0.001914059,0.007393918,0.1133962,0.0002237948,0.0006355379,0.0009507611,0.003376044,0.8069433,0.001413581,0.04902353,0.004285071,0.01044425],"study_design_scores_gemma":[0.0008080137,0.001242329,0.01028775,0.00005007733,0.0001260125,0.00009195632,0.001771886,0.9694682,0.0004529167,0.01412383,0.001512289,0.00006471872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99282,0.00007919534,0.002396021,0.0005210633,0.00001566193,0.0000630692,0.0001338167,0.00001334367,0.003957997],"genre_scores_gemma":[0.9982617,0.00004560139,0.001160791,0.00005650132,0.000007584808,0.00005756441,0.00006414698,0.000004062307,0.0003420298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838251,"threshold_uncertainty_score":0.03655106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079845465390089,"score_gpt":0.2964014735757567,"score_spread":0.2656030189218558,"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."}}