{"id":"W2062741151","doi":"10.1103/physreve.88.022105","title":"Dynamics of influence on hierarchical structures","year":2013,"lang":"en","type":"article","venue":"Physical Review E","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamics (music); Statistical physics; Computer science; Psychology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007214765,0.0002076557,0.000477899,0.0007261276,0.001067061,0.001658087,0.0009095516,0.0009163342,0.006829956],"category_scores_gemma":[0.005126435,0.0002394833,0.0004310193,0.0003747969,0.001708213,0.002082224,0.00150985,0.0007346723,0.000332905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653118,"about_ca_system_score_gemma":0.0006396601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007117802,"about_ca_topic_score_gemma":0.004396699,"domain_scores_codex":[0.9995334,0.0001462323,0.000011545,0.00006703608,0.00009401851,0.0001477693],"domain_scores_gemma":[0.9984202,0.0006368331,0.0002376696,0.0001605164,0.0001908718,0.0003537771],"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":[0.0001326039,0.00007140508,0.004897075,0.00006513539,0.00004055739,0.0003171818,0.0008977784,0.07150413,0.005668533,0.9011552,0.003230737,0.01201953],"study_design_scores_gemma":[0.0000816105,0.00008234876,0.005386122,0.00002861791,0.00002539547,0.0001268422,0.0004826937,0.5197706,0.0009891606,0.4693558,0.003630333,0.0000404973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092016,0.0003487117,0.05330488,0.002231971,0.00008838558,0.00004772621,0.0001625782,0.0001470622,0.03446713],"genre_scores_gemma":[0.9947305,0.0001003954,0.002328697,0.00007142301,0.00002582205,0.00001784043,0.00003754318,0.00001452858,0.002673178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007117802,"threshold_uncertainty_score":0.02284843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008794100866880348,"score_gpt":0.3077304725577956,"score_spread":0.2989363716909152,"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."}}