{"id":"W7009374142","doi":"","title":"Divest or Disband?: A Social Problems Game Analysis of Canadian Media Coverage of 2020's Defund the Police Movement","year":2022,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Newspaper; Competition (biology); Social issues; Social media; Public opinion; Mass media; Media relations; Globe; News media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008200794,0.0001157889,0.0002773723,0.001181259,0.002402823,0.00006556183,0.0008474187,0.00006425285,0.001976262],"category_scores_gemma":[0.0000817492,0.0001073653,0.0002262632,0.006526516,0.0004378734,0.0004051591,0.0002758761,0.0004191164,0.000003299252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003973177,"about_ca_system_score_gemma":0.0008796166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.852479,"about_ca_topic_score_gemma":0.986323,"domain_scores_codex":[0.9978306,0.000850036,0.0002072183,0.0002000732,0.0005373312,0.0003746992],"domain_scores_gemma":[0.9986988,0.0003910898,0.0002618124,0.0002999669,0.0001167967,0.0002315181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000295413,0.0006329305,0.2665814,0.00003677366,0.002988377,0.00004079891,0.6084062,0.006276163,0.0003186215,0.1033686,0.007952657,0.003102087],"study_design_scores_gemma":[0.0004377698,0.000070676,0.1677452,0.000008438112,0.001076457,5.446506e-7,0.0629641,0.00005618557,0.000006052139,0.0002054385,0.7672216,0.0002075413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249597,0.0000263984,0.00001513943,0.005797977,0.0001529869,0.0002888006,0.001653397,0.00002190435,0.06708373],"genre_scores_gemma":[0.9942912,0.0002040588,0.00001951672,0.0003636625,0.00005027725,0.000003266392,0.00005326154,0.000008610289,0.005006113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7592689,"threshold_uncertainty_score":0.9989361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228137423783649,"score_gpt":0.2791693085812685,"score_spread":0.2368879343434321,"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."}}