{"id":"W4392855698","doi":"10.2139/ssrn.4737142","title":"Collective Activism","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Law and economics; 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":[0.001839789,0.000421883,0.0002812741,0.002021881,0.004868249,0.004598176,0.0006993918,0.001697692,0.06050453],"category_scores_gemma":[0.004632044,0.0002279353,0.0004936826,0.001069388,0.002324993,0.001966903,0.004295346,0.002501765,0.006964561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818143,"about_ca_system_score_gemma":0.001619879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153625,"about_ca_topic_score_gemma":0.004432608,"domain_scores_codex":[0.9977416,0.0005470995,0.00006320173,0.0004800549,0.0005634092,0.0006046637],"domain_scores_gemma":[0.996944,0.000881873,0.0003438779,0.0005360333,0.0004252765,0.0008690653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002016166,0.0004065849,0.01396513,0.0003143637,0.00006699748,0.0004730425,0.03610835,0.0003989407,0.003904449,0.6721579,0.08129442,0.1907081],"study_design_scores_gemma":[0.00005619843,0.0001659882,0.02604821,0.0002680311,0.00004254161,0.0003703187,0.02403082,0.0007849067,0.001698785,0.07544451,0.8710613,0.00002832315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04074515,0.0002157659,0.001652976,0.003337519,0.0003219114,0.00007255399,0.0001108116,0.00005164956,0.9534917],"genre_scores_gemma":[0.7040763,0.000204598,0.001071198,0.001335594,0.0003086675,0.0002288759,0.00024915,0.00005240069,0.2924731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06050453,"threshold_uncertainty_score":0.2024078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153480371430583,"score_gpt":0.3232785941337247,"score_spread":0.3079305569906663,"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."}}