{"id":"W4249481214","doi":"10.1007/978-1-4614-6170-8_100003","title":"Modeling Social Behavior","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology","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":[0.0003687745,0.0006260506,0.0005839148,0.0004217373,0.0004538091,0.001047884,0.0008936755,0.0009078248,0.009474196],"category_scores_gemma":[0.002247625,0.0003116101,0.0006071826,0.0005281951,0.000559764,0.001548945,0.000734971,0.0009974317,0.001706064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141421,"about_ca_system_score_gemma":0.0004885058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608697,"about_ca_topic_score_gemma":0.006860285,"domain_scores_codex":[0.9997883,0.00008798572,0.000005160955,0.0000495219,0.00004814993,0.00002092018],"domain_scores_gemma":[0.9994623,0.0003763214,0.00003258827,0.00005516344,0.00003970773,0.00003384852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001937454,0.00009439539,0.00189186,0.00009186465,0.00007057607,0.0000845324,0.0002134543,0.3130292,0.0007320321,0.5853776,0.02219974,0.07619542],"study_design_scores_gemma":[0.000005055414,0.000007249949,0.0003079131,0.00001541977,0.00001271125,0.00002448186,0.0000322678,0.6944249,0.0001730563,0.2928397,0.01215005,0.000007166482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03898604,0.002853908,0.8212075,0.003860726,0.0005154237,0.00006412872,0.0008101146,0.0005612278,0.1311409],"genre_scores_gemma":[0.7195432,0.004039929,0.1162823,0.0006180325,0.00069225,0.0003305352,0.001524898,0.0003922026,0.1565768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009474196,"threshold_uncertainty_score":0.03169429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424192581462243,"score_gpt":0.2734170452501121,"score_spread":0.2491751194354896,"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."}}