{"id":"W4413725890","doi":"10.64628/aam.mvmkw5j66","title":"The real way to prevent bullying: Create inclusive homes and classrooms","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Psychology; Mathematics education; Sociology; Computer science","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":[0.005530683,0.000666939,0.000574592,0.001297685,0.009452893,0.009444115,0.002746858,0.003375321,0.02030194],"category_scores_gemma":[0.01158103,0.0004430523,0.0007579022,0.0004690992,0.00642721,0.008921294,0.02290849,0.004437834,0.003797952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179304,"about_ca_system_score_gemma":0.009140693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414006,"about_ca_topic_score_gemma":0.008384738,"domain_scores_codex":[0.9954341,0.002243802,0.0001025629,0.0004190446,0.0007806945,0.001019813],"domain_scores_gemma":[0.9904612,0.001738407,0.0005574997,0.001069228,0.0008123344,0.005361331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002016776,0.00561908,0.01847951,0.001176898,0.0001035064,0.001022718,0.1890203,0.0008409783,0.002757933,0.1004734,0.1115677,0.5687364],"study_design_scores_gemma":[0.0002456704,0.0009682233,0.02388767,0.002329123,0.0002105703,0.0007104798,0.2427967,0.001143495,0.003273675,0.1312747,0.59304,0.0001196578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3200406,0.007052379,0.08365516,0.1924195,0.009025887,0.000885511,0.0003429668,0.003041891,0.3835362],"genre_scores_gemma":[0.8828682,0.002275215,0.05449627,0.01264001,0.0008840568,0.0006467963,0.0001346999,0.0004657228,0.04558913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02030194,"threshold_uncertainty_score":0.06791675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423174626435554,"score_gpt":0.4270961139238091,"score_spread":0.3828643676594536,"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."}}