{"id":"W4281718863","doi":"10.23889/ijpds.v7i1.1735","title":"A Longitudinal Cohort Study of Participation in the Boys & Girls Clubs of Winnipeg","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Numeracy; Longitudinal study; Neighbourhood (mathematics); Medicine; Population; Psychology; Demography; Gerontology; Environmental health; Literacy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008504877,0.0000507276,0.0001110795,0.0002516622,0.0008633386,0.0001003221,0.001992253,0.00001501498,0.000158799],"category_scores_gemma":[0.001064578,0.00004349829,0.00003119644,0.0006529371,0.0001644148,0.001037293,0.0002460082,0.000123228,8.195295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943443,"about_ca_system_score_gemma":0.000366118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420081,"about_ca_topic_score_gemma":0.005947913,"domain_scores_codex":[0.9966508,0.0002138839,0.0005138738,0.0001915885,0.002261809,0.0001680312],"domain_scores_gemma":[0.9987776,0.0001263894,0.0004431803,0.0001964976,0.000416764,0.0000395686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000332781,0.0002544609,0.9818401,8.21252e-7,0.00001360025,0.000001147867,0.01185993,0.0002516839,0.00003401095,0.004579183,0.0002702182,0.0008614999],"study_design_scores_gemma":[0.0002967904,0.00005194455,0.9905763,0.000003875479,0.00001142784,0.000002088472,0.00526449,0.0002014605,0.000004228023,0.0008732022,0.002662474,0.00005169627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970365,0.000006170613,0.0002958004,0.000621743,0.001020852,0.0004588561,0.000074363,0.000004181884,0.0004815349],"genre_scores_gemma":[0.9992314,0.00000659829,0.0002883958,0.00004204181,0.0001196583,0.00003164287,0.000117956,0.000002723257,0.0001595839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00873616,"threshold_uncertainty_score":0.664019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604870825718529,"score_gpt":0.470915849081271,"score_spread":0.3104287665094181,"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."}}