{"id":"W3134775544","doi":"10.6000/2292-2598.2021.09.01.14","title":"Estimation of Abuse by Teachers in Special Needs Schools in Japan","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Government (linguistics); Physical abuse; Psychology; Child abuse; Medical education; Medicine; Suicide prevention; Poison control; Political science; Medical emergency; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000983395,0.0003966022,0.0004244695,0.003506306,0.0007825632,0.0006606848,0.0004930022,0.0004533231,0.001046668],"category_scores_gemma":[0.003207341,0.0005961489,0.0006243682,0.001648311,0.0004336917,0.0006960247,0.001019024,0.000434488,0.000237945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644398,"about_ca_system_score_gemma":0.000802771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413489,"about_ca_topic_score_gemma":0.03541013,"domain_scores_codex":[0.9984585,0.0003870823,0.0003617941,0.0001829365,0.0003476277,0.0002619207],"domain_scores_gemma":[0.9974195,0.0001908826,0.001458495,0.0001154122,0.0004695556,0.0003462337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007758021,0.00001669212,0.9984309,0.000009585314,0.000007655149,0.00004202001,0.0004981679,0.000009414774,0.00005660291,0.00000495856,0.00003049058,0.0008856706],"study_design_scores_gemma":[0.000001776008,0.00004069174,0.9969645,0.00001025609,0.00001627433,0.0002143027,0.002473403,0.0001023826,0.00004940549,0.00000770679,0.0001159204,0.000003356396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992986,0.0001509586,0.00008450095,0.00002277246,0.00000218922,0.00002191436,0.00009224185,0.000002467465,0.0003243688],"genre_scores_gemma":[0.9990512,0.0002827365,0.0002232185,0.00001692011,0.000005123682,0.00002414445,0.000212514,0.000001781634,0.0001823897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413489,"threshold_uncertainty_score":0.06787241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638104847887088,"score_gpt":0.3136924300623674,"score_spread":0.2873113815834966,"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."}}