{"id":"W4389159766","doi":"10.2307/j.ctt1ctxqc9.16","title":"Organizing for Media Reform in Canada:","year":2016,"lang":"en","type":"book-chapter","venue":"Fordham University Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001747436,0.0001357753,0.0002319365,0.00006421837,0.0004084366,0.00001025374,0.000563585,0.0001683812,0.00003420384],"category_scores_gemma":[0.00003793123,0.0001339086,0.00005891277,0.000007462993,0.0001355969,0.00005501859,0.0002264933,0.0001593209,0.000001840096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003319233,"about_ca_system_score_gemma":0.001425339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8113679,"about_ca_topic_score_gemma":0.9936296,"domain_scores_codex":[0.9991291,0.00002676803,0.0001322767,0.0001942873,0.0002493106,0.0002682513],"domain_scores_gemma":[0.9991194,0.0002237304,0.0001496758,0.0002807082,0.0001289238,0.0000975898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002335514,0.00000150761,0.00001248373,0.00001427788,0.00002688112,0.000008397375,0.002080223,4.777351e-8,7.422087e-7,0.9846687,0.001587918,0.0115755],"study_design_scores_gemma":[0.0002953247,0.00000831957,0.00002265451,0.0001114472,0.00002717333,1.363923e-7,0.003046221,0.000001039216,0.000006147474,0.002259049,0.9940464,0.0001761071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007086754,0.0001083299,0.00002699357,0.0004101651,0.0003081355,0.0004101126,0.00009935803,0.00002738854,0.9985387],"genre_scores_gemma":[0.008537036,0.0009829177,0.0001015601,0.00004615388,0.0001972547,0.000002684617,0.00001602817,0.00002226926,0.9900941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9924585,"threshold_uncertainty_score":0.8679679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546565872002827,"score_gpt":0.2223862736069097,"score_spread":0.1769206148868814,"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."}}