{"id":"W4232202060","doi":"10.24124/2014/bpgub1619","title":"The BEAT: a youth gang prevention program","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Recreation; Curriculum; Social skills; Medical education; Positive Youth Development; Life skills; Psychology; Applied psychology; Pedagogy; Medicine; Developmental psychology; Political 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":[0.001467701,0.0002738271,0.0002317766,0.0008524497,0.002066251,0.0009329111,0.0009388054,0.0005009164,0.01525775],"category_scores_gemma":[0.001215467,0.0002036669,0.0002226096,0.0004135731,0.0003393854,0.0009644603,0.00269594,0.00127536,0.002285447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007247895,"about_ca_system_score_gemma":0.00514886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431903,"about_ca_topic_score_gemma":0.007326707,"domain_scores_codex":[0.9993953,0.0001673388,0.00002591886,0.00004585803,0.0002075775,0.00015802],"domain_scores_gemma":[0.999078,0.00006299291,0.00004348063,0.00003119118,0.0001133897,0.0006709234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005919855,0.01189263,0.01148887,0.0006480251,0.00002095978,0.0004529876,0.003295884,0.0009196725,0.002611175,0.00498931,0.1015045,0.8615841],"study_design_scores_gemma":[0.002829748,0.01733713,0.1719397,0.0015512,0.0001604296,0.002506241,0.0119757,0.004986631,0.006881239,0.00588106,0.7738225,0.0001283641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735456,0.002473297,0.01416231,0.01027473,0.001704523,0.01079297,0.002573441,0.002749049,0.2198136],"genre_scores_gemma":[0.6268395,0.005482987,0.1164754,0.00738809,0.0008256902,0.00857553,0.005460402,0.0003867198,0.2285658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525775,"threshold_uncertainty_score":0.05104226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758918369009292,"score_gpt":0.3624531297003523,"score_spread":0.3348639460102593,"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."}}