{"id":"W2950945725","doi":"10.35619/iiu.v0i9.137","title":"BULLYING OR CONFLICT? BULLY-PROOFING STRATEGIES FOR PREVENTION AND INTERVENTION IN CANADIAN SCHOOLS","year":2019,"lang":"uk","type":"article","venue":"Інноватика у вихованні","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Criminology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003844386,0.0005719711,0.0009142155,0.002858019,0.02054603,0.004828409,0.00274376,0.001819379,0.006317339],"category_scores_gemma":[0.01014565,0.0006618485,0.0009555948,0.003621773,0.003440935,0.0019382,0.004932763,0.003164342,0.0002828101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09226543,"about_ca_system_score_gemma":0.2450338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757643,"about_ca_topic_score_gemma":0.9891918,"domain_scores_codex":[0.9946127,0.001230555,0.000198857,0.0003636053,0.001245227,0.002349139],"domain_scores_gemma":[0.9912485,0.0008137954,0.0007868575,0.0001551571,0.002065097,0.004930619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004199815,0.003234169,0.4244497,0.002714675,0.0001917368,0.0007050883,0.1854006,0.0007363599,0.0008709572,0.01718321,0.04058257,0.323511],"study_design_scores_gemma":[0.0001913659,0.0005070026,0.5790139,0.00356869,0.000433366,0.0001410664,0.3344392,0.001164167,0.0009489738,0.003136213,0.07624677,0.0002092308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8970504,0.01535086,0.001146002,0.04630818,0.0005386415,0.0008961559,0.0004588109,0.0001013022,0.03814964],"genre_scores_gemma":[0.987626,0.005067613,0.001463292,0.00100331,0.0000412951,0.0002366202,0.0001184848,0.00001155889,0.004431735],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09226543,"threshold_uncertainty_score":0.6694356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525384322953228,"score_gpt":0.3391918454605451,"score_spread":0.3039380022310129,"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."}}