{"id":"W2073451103","doi":"10.1177/0886260510383027","title":"Violence Against Teachers: Prevalence and Consequences","year":2010,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; Simon Fraser University","funders":"","keywords":"Suicide prevention; Occupational safety and health; Injury prevention; Human factors and ergonomics; Workplace violence; Poison control; Psychology; Mental health; Dating violence; Clinical psychology; Domestic violence; Medicine; Psychiatry; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.002059304,0.0001853179,0.0002778329,0.0001783984,0.0003995676,0.000195722,0.0007498351,0.000166892,0.0001832765],"category_scores_gemma":[0.001042355,0.0001526195,0.0001375311,0.0002479928,0.001777945,0.0008746453,0.00007263684,0.000925787,0.00002346495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006187886,"about_ca_system_score_gemma":0.0004790458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000231827,"about_ca_topic_score_gemma":0.0001722985,"domain_scores_codex":[0.9980024,0.0001547194,0.0004837404,0.0002523335,0.0006890676,0.0004177046],"domain_scores_gemma":[0.9984285,0.0003223889,0.0004946607,0.0001469707,0.0003403784,0.0002671306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002153305,0.0002086702,0.4636897,0.0001086002,0.00008324174,0.0002898716,0.02247772,0.00001115124,0.08232474,0.01206126,0.0005864802,0.4179432],"study_design_scores_gemma":[0.006923094,0.004087522,0.2228384,0.1293771,0.0008446026,0.003999577,0.3801165,0.001201718,0.0472872,0.1029903,0.09330368,0.007030354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940075,0.00133129,0.0001336254,0.001375658,0.00103665,0.0001153466,0.000004078407,0.00002710579,0.001968789],"genre_scores_gemma":[0.9872248,0.009574546,0.00152305,0.0007579169,0.0008256774,0.000003808318,1.987119e-7,0.00001048718,0.00007955647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109128,"threshold_uncertainty_score":0.6550912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338669826883981,"score_gpt":0.2986657382817589,"score_spread":0.285279040012919,"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."}}