{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001889085,0.0005884733,0.000960674,0.001626715,0.002389958,0.005266632,0.002531271,0.0052096,0.03566701],"category_scores_gemma":[0.008259778,0.0004728907,0.0009558234,0.001883484,0.003418843,0.007297391,0.001559443,0.002109125,0.002521242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003428876,"about_ca_system_score_gemma":0.002115557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318293,"about_ca_topic_score_gemma":0.01063573,"domain_scores_codex":[0.9987162,0.0005790749,0.00003224324,0.0002380779,0.0001892167,0.0002451338],"domain_scores_gemma":[0.9938548,0.004073814,0.0006170436,0.0003177231,0.0004490692,0.0006875271],"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":[0.00006160793,0.0000813362,0.0009863406,0.00003188858,0.00002201188,0.0001280075,0.0005854702,0.01630849,0.0001944608,0.9745808,0.003635976,0.003383562],"study_design_scores_gemma":[0.0001655531,0.00008144817,0.001288294,0.00002653174,0.00003154767,0.0001510045,0.0007164029,0.1773886,0.0000567459,0.8135573,0.006500145,0.00003636524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2839371,0.001138037,0.1392348,0.0479971,0.0004121111,0.000229964,0.00163787,0.0003835686,0.5250295],"genre_scores_gemma":[0.9638084,0.0003665106,0.004045817,0.0005357743,0.0001784524,0.0001466538,0.0001317219,0.00002785566,0.03075877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03566701,"threshold_uncertainty_score":0.119318,"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."}}