{"id":"W4400784515","doi":"10.21125/edulearn.2024.0812","title":"A YOUTH IN POLICING INITIATIVE IN ONTARIO: EMPOWERING AT-RISK YOUTH TO BE MENTAL HEALTH ADVOCATES IN THEIR SCHOOLS AND COMMUNITIES","year":2024,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Youth empowerment; Psychology; Applied psychology; Public relations; Political science; Empowerment; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002528036,0.0002928336,0.0005067303,0.001009618,0.0008274549,0.00006415947,0.000238181,0.0001589621,0.00007904947],"category_scores_gemma":[0.0002017816,0.000279975,0.00002998995,0.00078046,0.00004753431,0.0003498779,0.0007931239,0.003390996,0.00003532233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525418,"about_ca_system_score_gemma":0.001667058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5835068,"about_ca_topic_score_gemma":0.863813,"domain_scores_codex":[0.9972622,0.0002801754,0.0008985271,0.000320773,0.0002181036,0.001020206],"domain_scores_gemma":[0.9989581,0.0003377004,0.0001503761,0.0001476707,0.00006360633,0.0003425666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009668298,0.00003875932,0.4589567,0.0003116532,0.000004922601,9.486769e-7,0.5396194,0.000001380465,0.000003201901,0.0001200141,0.0002107024,0.0006356461],"study_design_scores_gemma":[0.0007620925,0.0001750892,0.3506839,0.00405182,0.000002534746,0.000001411001,0.6418907,0.00008136633,0.000007095375,0.0002767537,0.001872039,0.00019522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984379,0.0006206265,0.00000137858,0.009578944,0.0002911066,0.001658453,0.0000669678,0.0001149209,0.003288605],"genre_scores_gemma":[0.9928774,0.0005755146,0.0003053022,0.005655416,0.00004406986,0.0002060753,0.00006837436,0.00004682503,0.0002209837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2803062,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025490161602522,"score_gpt":0.3882277822386145,"score_spread":0.2856787660783623,"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."}}