{"id":"W4385971505","doi":"10.32920/23992596","title":"Harassment and violence are threats to local democracy; it’s time for Ontario to take them seriously","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Democracy; Political science; Heading (navigation); Criminology; Public administration; Psychology; Politics; Law; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167774,0.0003290146,0.0003946206,0.0008099179,0.02513923,0.01055259,0.0007495946,0.001952554,0.03311754],"category_scores_gemma":[0.004972688,0.0004319542,0.0004130329,0.002417809,0.01153113,0.00324659,0.00366979,0.003934344,0.003615037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0473452,"about_ca_system_score_gemma":0.0591848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9371333,"about_ca_topic_score_gemma":0.9839979,"domain_scores_codex":[0.9959317,0.00081731,0.00008885284,0.0001953979,0.001591278,0.001375511],"domain_scores_gemma":[0.9945217,0.0004303317,0.000718847,0.0002820164,0.001593166,0.002453952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006298465,0.00005594107,0.02298926,0.0003179652,0.00004481538,0.0006628595,0.08546662,0.0000974404,0.0006570315,0.07641454,0.7008324,0.112398],"study_design_scores_gemma":[0.0000076087,0.00001819655,0.03440269,0.0002001438,0.00001344984,0.0001469286,0.08964518,0.00003561923,0.0001996044,0.004917581,0.8703721,0.00004081989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06121261,0.007328031,0.001283215,0.3272664,0.003000026,0.0001122907,0.0009137045,0.0002038204,0.5986798],"genre_scores_gemma":[0.5039111,0.008915349,0.001319148,0.01897735,0.0004561833,0.00006098865,0.000482647,0.0002175928,0.4656596],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06286675,"threshold_uncertainty_score":0.343515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05299321429603854,"score_gpt":0.2901442130361184,"score_spread":0.2371509987400799,"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."}}