{"id":"W2145894479","doi":"10.1080/15388220.2013.787366","title":"School Antibullying Efforts: Advice for Education Policymakers","year":2013,"lang":"en","type":"article","venue":"Journal of School Violence","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Maryland State Department of Education","keywords":"Suicide prevention; Intervention (counseling); Poison control; Injury prevention; Human factors and ergonomics; Medical education; Best practice; Public relations; Occupational safety and health; Psychology; Evidence-based practice; Political science; Medicine; Nursing; Medical emergency; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02079017,0.002120617,0.003365789,0.006252016,0.009002221,0.008744396,0.005791132,0.03352069,0.0403139],"category_scores_gemma":[0.07318114,0.001447644,0.002651989,0.002463999,0.003073825,0.01590593,0.00886106,0.03302993,0.0116088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006140245,"about_ca_system_score_gemma":0.04812001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567519,"about_ca_topic_score_gemma":0.04664618,"domain_scores_codex":[0.9869804,0.006517266,0.001077308,0.0005792286,0.00195629,0.002889582],"domain_scores_gemma":[0.9307424,0.02760631,0.001988705,0.001271692,0.01583113,0.02255979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009545397,0.001336512,0.00476521,0.0006661458,0.00003741434,0.000592722,0.003184709,0.000533066,0.0002107142,0.005317467,0.89006,0.09320063],"study_design_scores_gemma":[0.0008803556,0.0005630191,0.01379493,0.01502687,0.0003568595,0.0008307383,0.08518679,0.002396791,0.0008267345,0.07377834,0.8059057,0.0004530165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001723695,0.00590063,0.001573564,0.9784793,0.00248996,0.000324873,0.0002101319,0.0004173154,0.008880503],"genre_scores_gemma":[0.1056493,0.05822963,0.07710078,0.6850872,0.008255375,0.008172919,0.001657693,0.0005080239,0.05533906],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0403139,"threshold_uncertainty_score":0.1348634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688456727981033,"score_gpt":0.3250075203411015,"score_spread":0.3081229530612912,"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."}}