{"id":"W4297139304","doi":"10.33282/abaa.v14i56.878","title":"Comment moderation strategies in Canadian news media and their principles","year":2022,"lang":"en","type":"article","venue":"ALBAHITH ALALAMI","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"News media; News values; Moderation; Political science; Democracy; Media studies; Public relations; Advertising; Sociology; Psychology; Business; Politics; Law; Social psychology","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":[0.04222638,0.0008517457,0.0006465372,0.008228514,0.02053437,0.01564708,0.002828043,0.002934565,0.004561497],"category_scores_gemma":[0.1045972,0.001052982,0.0005046122,0.007441681,0.01732589,0.005478887,0.005667408,0.003830061,0.0005665942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07035913,"about_ca_system_score_gemma":0.1068011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8743715,"about_ca_topic_score_gemma":0.9187326,"domain_scores_codex":[0.9577169,0.01222554,0.0019254,0.003356658,0.02063587,0.004139554],"domain_scores_gemma":[0.8811259,0.05072906,0.008740129,0.006513607,0.04785599,0.005035195],"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":[0.0002306705,0.0001008273,0.05633019,0.001071701,0.00008740104,0.0007081449,0.2607313,0.0009660565,0.003170497,0.4547012,0.04242519,0.1794769],"study_design_scores_gemma":[0.00009715846,0.00009625511,0.08159033,0.001471326,0.0001798094,0.0002722126,0.1150064,0.002059002,0.004171519,0.04589235,0.7488183,0.0003453662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2289679,0.0108673,0.03859494,0.1029876,0.001269796,0.001294719,0.001573002,0.0009894511,0.6134553],"genre_scores_gemma":[0.9494025,0.002268977,0.01613582,0.004752708,0.0002497059,0.0005641949,0.0002753978,0.0001890799,0.02616169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1256285,"threshold_uncertainty_score":0.5104936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567484253750339,"score_gpt":0.2096882394555765,"score_spread":0.1940133969180731,"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."}}