{"id":"W2470356912","doi":"10.2139/ssrn.2732864","title":"A Model of Protests, Revolution, and Information","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Army Research Office; Universitat Autònoma de Barcelona; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Generalitat de Catalunya; Santa Fe Institute; Multidisciplinary University Research Initiative; Canadian Institute for Advanced Research","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042066,0.00004652537,0.00006723046,0.00003183474,0.00007148863,0.00001241311,0.00005739495,0.00001749917,0.000007498164],"category_scores_gemma":[0.000008384237,0.00003186074,0.00003121859,0.00004051245,0.00003285805,0.0005337453,0.00001414879,0.0001821023,0.000003300978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007614938,"about_ca_system_score_gemma":0.0005765298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003422698,"about_ca_topic_score_gemma":0.000006807825,"domain_scores_codex":[0.9993208,0.00001180827,0.0001606779,0.0000377697,0.00007656388,0.0003923655],"domain_scores_gemma":[0.9996915,0.000009249203,0.0001313635,0.00004748032,0.00009221543,0.00002818996],"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":[0.000005548848,0.000008051158,0.008768481,0.000001767273,0.00001915087,4.124564e-9,0.00007319018,0.00004246704,0.0004359332,0.9551136,0.00001050762,0.03552128],"study_design_scores_gemma":[0.0004220287,0.00006142267,0.001079801,0.00002711658,0.000006554467,0.000003059505,0.000253986,0.003615257,0.00005733059,0.9940731,0.0003282359,0.00007211715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6178606,0.000134787,0.3796122,0.0008664144,0.00003835998,0.0001137345,0.0000170496,0.000006923474,0.001349904],"genre_scores_gemma":[0.9992571,0.0003077581,0.0001729432,0.0000118839,0.00005193766,0.00000322047,9.84921e-7,0.00000274659,0.0001913763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813965,"threshold_uncertainty_score":0.1299243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005534580996576546,"score_gpt":0.2229210225356083,"score_spread":0.2173864415390317,"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."}}