{"id":"W3169775958","doi":"10.32920/23912889.v1","title":"Government Efforts to Address Bullying in Canada: Any Place for Children’s Rights?","year":2023,"lang":"en","type":"article","venue":"","topic":"Impact of Education Environments","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legislation; Child rights; Political science; Inclusion (mineral); Human rights; Government (linguistics); International human rights law; Public administration; Law; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957494,0.00006865004,0.00008399156,0.00003192516,0.0002616939,0.00002503602,0.0001689942,0.00002747836,0.0005134545],"category_scores_gemma":[0.0001081738,0.00006634073,0.00001800517,0.0002021351,0.00001867428,0.00009561385,0.00002582526,0.00003745443,0.000062113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002507437,"about_ca_system_score_gemma":0.0006321809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9575121,"about_ca_topic_score_gemma":0.9932554,"domain_scores_codex":[0.998742,0.0000313253,0.0001291995,0.0001659817,0.0005284134,0.000403052],"domain_scores_gemma":[0.9995433,0.0001304432,0.00003305402,0.0001113784,0.000006419312,0.0001754256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003013115,0.00009878851,0.6407244,0.00000841873,0.00002965947,0.000004860138,0.01604588,0.001784635,0.00005688398,0.006320502,0.3331301,0.00176578],"study_design_scores_gemma":[0.0002444156,0.00001496512,0.8611113,0.00001296568,0.000003477391,1.52577e-7,0.00474528,0.00002489831,0.0003301882,0.0001044814,0.1332614,0.000146475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801125,0.000004550568,0.00002201891,0.005232388,0.0004101899,0.0007041052,0.00002959339,0.00002770257,0.01345696],"genre_scores_gemma":[0.9855303,0.000005747266,0.0001656904,0.000569905,0.00009412858,0.00008826803,0.000006806305,0.000007632608,0.01353152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220387,"threshold_uncertainty_score":0.6556859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177961245750274,"score_gpt":0.2892280878690463,"score_spread":0.2714319632940189,"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."}}