{"id":"W2060638714","doi":"10.1177/0002764211419357","title":"Picturing Protest","year":2011,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Collective action; Indigenous; Newspaper; Action (physics); Social movement; Sociology; Government (linguistics); Media studies; State (computer science); Public opinion; Mass media; Political science; Politics; Law; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005432532,0.0005700331,0.0001421328,0.002411559,0.00170583,0.002728001,0.0003179113,0.0007772194,0.04693142],"category_scores_gemma":[0.003163223,0.0001806307,0.0003185114,0.001189839,0.001348261,0.002281568,0.001896746,0.001165996,0.005127184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128751,"about_ca_system_score_gemma":0.0004384099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934394,"about_ca_topic_score_gemma":0.004613273,"domain_scores_codex":[0.999568,0.000197334,0.00001677668,0.00005458413,0.0001045336,0.00005877512],"domain_scores_gemma":[0.998844,0.0005999075,0.0001703643,0.0001632745,0.0001262057,0.00009613027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005436565,0.000146835,0.008106921,0.001317422,0.00004068541,0.002480954,0.1155877,0.001548668,0.01124408,0.2398906,0.2786123,0.3404802],"study_design_scores_gemma":[0.00001449669,0.00009810696,0.008392366,0.0004605393,0.00001799297,0.001269222,0.01597475,0.0008315687,0.002322763,0.006881749,0.963703,0.00003349723],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09505451,0.002703635,0.01554628,0.006440325,0.002542462,0.0002596322,0.002199111,0.0009722114,0.8742819],"genre_scores_gemma":[0.8109738,0.002500338,0.02303611,0.001355954,0.0008475038,0.0002859297,0.001426154,0.0005831292,0.1589912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04693142,"threshold_uncertainty_score":0.1570012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482882295765307,"score_gpt":0.2947496504576732,"score_spread":0.1464614208811425,"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."}}