{"id":"W2119062329","doi":"10.1080/03055698.2014.955737","title":"Constructing bullying in Ontario, Canada: a critical policy analysis","year":2014,"lang":"en","type":"article","venue":"Educational Studies","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Policy analysis; Sociology; Psychology; Criminology; Political science; Pedagogy; Public administration","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":[0.01129998,0.0003984385,0.0004493619,0.003921888,0.02771879,0.007328254,0.002933855,0.002614476,0.003597087],"category_scores_gemma":[0.02170763,0.0005401256,0.0005773591,0.00639219,0.01173951,0.002582134,0.004144797,0.003660598,0.000118329],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.4731624,"about_ca_system_score_gemma":0.5772408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985718,"about_ca_topic_score_gemma":0.9988139,"domain_scores_codex":[0.9886635,0.002982983,0.0003757271,0.0004586699,0.003033733,0.00448535],"domain_scores_gemma":[0.9709669,0.01170098,0.001601131,0.0007760459,0.01104214,0.003912805],"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":[0.0002846887,0.0003028045,0.111412,0.002259631,0.0001868034,0.002010187,0.1779694,0.006983218,0.001403505,0.5262621,0.09025837,0.0806675],"study_design_scores_gemma":[0.00009327869,0.0001441848,0.1906263,0.002130887,0.000303158,0.0001849927,0.3197442,0.003638107,0.001173662,0.03619871,0.4455083,0.0002542748],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.549571,0.01641208,0.004907603,0.2457291,0.0004680555,0.001977637,0.003189862,0.0001267346,0.177618],"genre_scores_gemma":[0.9515178,0.009589106,0.004195301,0.01142126,0.00008351113,0.0006052781,0.0005586313,0.00004081482,0.02198821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4731624,"threshold_uncertainty_score":0.6110569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562278656742852,"score_gpt":0.3601703833628354,"score_spread":0.3245475967954069,"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."}}