{"id":"W2518206426","doi":"10.1080/0022250x.2016.1205049","title":"Opinion strength influences the spatial dynamics of opinion formation","year":2016,"lang":"en","type":"article","venue":"Journal of Mathematical Sociology","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Conviction; Computer science; Affect (linguistics); Dynamics (music); Binary number; Psychology; Econometrics; Social psychology; Statistical physics; Mathematics; Political science; Physics; Law; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005130692,0.00008838418,0.0002721323,0.00003398094,0.00007799813,0.00001061241,0.000239527,0.00007415684,0.00023426],"category_scores_gemma":[0.00009561273,0.00004313198,0.00016347,0.00004206816,0.0003346621,0.0001649044,0.00004407593,0.0001487678,0.00001008485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940174,"about_ca_system_score_gemma":0.00005955814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669755,"about_ca_topic_score_gemma":0.000001180125,"domain_scores_codex":[0.99887,0.0001233938,0.000626948,0.00005918224,0.0001776028,0.0001428589],"domain_scores_gemma":[0.998365,0.000578717,0.0007199985,0.000104997,0.0001852178,0.00004606702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002751299,0.0001350754,0.006507443,0.00003377054,0.00009043318,1.821928e-7,0.001691933,0.00003056835,0.000314752,0.9642047,0.0002995247,0.02666416],"study_design_scores_gemma":[0.0007487753,0.0003214198,0.005975369,0.0002264998,0.00002189273,0.000008070744,0.002079968,0.004142517,0.0002165828,0.9850184,0.00111033,0.0001301862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7197604,0.00006315705,0.271215,0.006973548,0.0006950722,0.0001366234,0.00004439601,0.000006048329,0.001105834],"genre_scores_gemma":[0.9989517,0.00004457253,0.0006091389,0.00003501984,0.0003332774,0.000002628761,0.000004530813,0.000005427017,0.00001375839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791913,"threshold_uncertainty_score":0.2564983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171957701964292,"score_gpt":0.3021248812604732,"score_spread":0.2849291110640439,"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."}}