{"id":"W7161962429","doi":"10.82308/10113","title":"Through teachers' eyes: understanding and addressing bullying and peer victimization in classrooms within the Newfoundland and Labrador English School District","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer victimization; School district; Intervention (counseling); Peer group; Suicide prevention; Perception; Poison control; Human factors and ergonomics; Psychological intervention","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":[0.002423239,0.0003495034,0.0005136918,0.0008438866,0.004761143,0.003493023,0.001391257,0.0008103607,0.001224126],"category_scores_gemma":[0.00333489,0.0005027408,0.0003573074,0.0005780036,0.002813088,0.002394169,0.003525648,0.001784271,0.0002481887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006330299,"about_ca_system_score_gemma":0.009785229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3780122,"about_ca_topic_score_gemma":0.6694477,"domain_scores_codex":[0.9979774,0.0008111002,0.00009910715,0.0001987391,0.0003296708,0.0005839295],"domain_scores_gemma":[0.9976641,0.0005930978,0.0007190098,0.0001016497,0.0003948883,0.0005273028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004770904,0.0003966952,0.2273907,0.0004455319,0.00004501412,0.001084757,0.6922395,0.00006694917,0.002468334,0.0004788109,0.004755916,0.07058005],"study_design_scores_gemma":[0.000009751891,0.0001589748,0.3098111,0.0004147096,0.00007373265,0.0003404533,0.6750924,0.00005682126,0.0004522979,0.0001519416,0.01341356,0.0000243405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990014,0.002038218,0.0003076984,0.002501885,0.00002448489,0.000048499,0.00005377424,0.00001282674,0.00499867],"genre_scores_gemma":[0.9901379,0.004076886,0.001072801,0.001308458,0.00002002253,0.00009776527,0.00008033214,0.000006920431,0.003198776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6219878,"threshold_uncertainty_score":0.7516239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609738774124213,"score_gpt":0.3126538946516242,"score_spread":0.2765565069103821,"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."}}