{"id":"W4307628806","doi":"10.32920/ryerson.21432999.v1","title":"Press councils in Canada: Models of practice and prospects for alternatives. [Report on a study for Newspapers Canada]","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Newspaper; Political science; Journalism; Accountability; Public administration; Public opinion; Library science; Media studies; Sociology; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01871281,0.0007129802,0.0005957752,0.007492035,0.02138601,0.02740003,0.005733307,0.003605218,0.01573834],"category_scores_gemma":[0.07786078,0.0008439988,0.0005998843,0.0205174,0.01984771,0.01199175,0.006263952,0.00368224,0.0007386224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2487027,"about_ca_system_score_gemma":0.4279749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922477,"about_ca_topic_score_gemma":0.9935934,"domain_scores_codex":[0.9733951,0.00950171,0.0006469171,0.001965404,0.00866234,0.005828601],"domain_scores_gemma":[0.938623,0.01909098,0.003512562,0.003787782,0.02653139,0.008454331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001030362,0.0001974454,0.04427338,0.0004189477,0.00008093843,0.0003624324,0.11033,0.0018366,0.0001022553,0.6889377,0.06287742,0.09047987],"study_design_scores_gemma":[0.0001212979,0.00007128117,0.1055277,0.001603717,0.0001604473,0.000141223,0.3971792,0.004718245,0.0002756208,0.06560966,0.424412,0.0001797161],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1988965,0.02183772,0.009565363,0.2122114,0.0007248663,0.0007196768,0.00279973,0.0004108608,0.5528339],"genre_scores_gemma":[0.9603807,0.006202694,0.004618515,0.003360041,0.00006045825,0.0002812156,0.0005762091,0.00008530347,0.02443484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2487027,"threshold_uncertainty_score":0.8713983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08011042047717237,"score_gpt":0.364025800662588,"score_spread":0.2839153801854156,"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."}}