{"id":"W4405547958","doi":"10.5771/9781666926439","title":"Aggression and Bullying in Multicultural Canada","year":2023,"lang":"en","type":"book","venue":"Lexington Books","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggression; Multiculturalism; Psychology; Criminology; Social psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005321157,0.0003126393,0.000513424,0.0001893131,0.0008857378,0.00001114801,0.0002068819,0.0005047441,0.0001301352],"category_scores_gemma":[0.0002430651,0.0002750506,0.00003191971,0.00006581252,0.00004120324,0.00003479545,0.0004922262,0.002513338,0.000116561],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084427,"about_ca_system_score_gemma":0.007244059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.510783,"about_ca_topic_score_gemma":0.950322,"domain_scores_codex":[0.9975361,0.0002560965,0.0007647732,0.0003379971,0.0003675797,0.0007375088],"domain_scores_gemma":[0.9978659,0.001061153,0.0003407116,0.0003459181,0.00008793311,0.0002983605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001375891,0.00001782771,0.007229615,0.004613829,0.00003863341,0.0003514165,0.01876558,0.000005180153,0.00001683051,0.001512384,0.9425274,0.02478375],"study_design_scores_gemma":[0.0009742842,0.00002198035,0.00772728,0.01316986,0.00001008762,0.000002849104,0.001788621,0.00006397103,0.000002229954,0.001603356,0.9741884,0.0004471109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04907515,0.00315521,0.000002826318,0.005391313,0.005086108,0.003995067,0.000107217,0.0004789147,0.9327082],"genre_scores_gemma":[0.00169431,0.0005944309,0.0001446787,0.003996891,0.0002793111,0.0001561334,0.0001998899,0.00007372812,0.9928606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.439539,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07343242691078786,"score_gpt":0.3835750884865555,"score_spread":0.3101426615757676,"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."}}