{"id":"W2461530039","doi":"10.1177/2158244016659118","title":"CITY Leaders","year":2016,"lang":"en","type":"article","venue":"SAGE Open","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Public relations; Leadership development; Service-learning; Sociology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001467951,0.0003903143,0.0002037578,0.0007170875,0.007121432,0.003710456,0.0007304345,0.0008653834,0.07429651],"category_scores_gemma":[0.003600521,0.0003013558,0.0002245649,0.0007093374,0.00107833,0.00103782,0.00432033,0.001944969,0.01678263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006770886,"about_ca_system_score_gemma":0.0169863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004533,"about_ca_topic_score_gemma":0.4073023,"domain_scores_codex":[0.9980687,0.0002780003,0.00003716777,0.0001698763,0.0006548961,0.0007914532],"domain_scores_gemma":[0.9950854,0.0001118335,0.0001641623,0.0001427271,0.001534079,0.002961738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006630798,0.00008988974,0.01082385,0.0001435204,0.000008252834,0.0003675036,0.02001767,0.00007377886,0.0005053727,0.02712126,0.842811,0.09797151],"study_design_scores_gemma":[0.000009887446,0.00003044616,0.003785066,0.00005082794,0.000003070294,0.00006859767,0.007145843,0.00002291292,0.0001216893,0.0003596856,0.9883946,0.00000732519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09089883,0.002959536,0.00273745,0.02943319,0.005518027,0.0007458591,0.002510187,0.000598295,0.8645986],"genre_scores_gemma":[0.1666414,0.00145401,0.001879131,0.006152894,0.0002954922,0.0002312737,0.001638754,0.0002054274,0.8215017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1004533,"threshold_uncertainty_score":0.2485465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192123457456193,"score_gpt":0.3882357211078971,"score_spread":0.2690233753622778,"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."}}