{"id":"W2123123351","doi":"10.3102/0013189x09357622","title":"What Can Be Done About School Bullying?","year":2010,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":663,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Intervention (counseling); Psychology; Peer victimization; Human factors and ergonomics; Poison control; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006923376,0.0001360732,0.0001163416,0.0001946624,0.0003307965,0.0002477844,0.0003753464,0.0001897487,0.1300589],"category_scores_gemma":[0.000948729,0.0001228925,0.00005579263,0.0003279331,0.0001812975,0.0002796385,0.00006708779,0.0007880824,0.001756095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006886882,"about_ca_system_score_gemma":0.0007887698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628395,"about_ca_topic_score_gemma":0.0006601486,"domain_scores_codex":[0.9982235,0.0001594205,0.0002125735,0.0003938663,0.0005624509,0.0004482002],"domain_scores_gemma":[0.9982725,0.0003388257,0.00007996335,0.0005091695,0.0004033989,0.0003961792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008623099,0.0006532163,0.08450101,0.00002228358,0.00006803109,0.000005786842,0.004935699,0.000005079009,0.00504671,0.02766353,0.8720238,0.004988607],"study_design_scores_gemma":[0.000631402,0.00004287528,0.5208082,0.00009724862,0.000009756985,0.00002662041,0.002407902,0.00002338015,0.0003817886,0.003009274,0.4722903,0.0002712548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626929,0.001202201,0.00004767232,0.07492425,0.01002239,0.0004453228,0.00002970051,0.00007767398,0.05055787],"genre_scores_gemma":[0.6143242,0.0003298299,0.001415267,0.002917008,0.004947031,0.0003682598,0.0003448827,0.00007248631,0.3752811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4363072,"threshold_uncertainty_score":0.9990212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443615829115708,"score_gpt":0.4046421052579656,"score_spread":0.3502059469668085,"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."}}