{"id":"W3160890796","doi":"10.1080/17430437.2021.1920928","title":"Inside the ‘black box’ of a long-term sport-based youth development boxing academy in New Zealand","year":2021,"lang":"en","type":"article","venue":"Sport in Society","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Interview; Positive Youth Development; Psychology; Term (time); Gender studies; Applied psychology; Medical education; Sociology; Developmental psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727543,0.0001822885,0.0003845207,0.00004398816,0.0002381863,0.00004466348,0.0003344293,0.000304261,0.0002081218],"category_scores_gemma":[0.00004584124,0.0001650862,0.0001928142,0.0009698191,0.0003013285,0.0001569455,0.00009061045,0.0004243655,0.00001068367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631955,"about_ca_system_score_gemma":0.00440925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456101,"about_ca_topic_score_gemma":0.01131964,"domain_scores_codex":[0.9976498,0.00004435958,0.0006717854,0.0003419124,0.0007159741,0.0005761578],"domain_scores_gemma":[0.9993654,0.0000466284,0.0002259127,0.0001471226,0.00006920323,0.0001456664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009414915,0.00005609024,0.8378424,0.00001591569,0.00001819849,0.00003049113,0.1598652,0.00000732041,0.0000082256,0.0002874608,0.0004455266,0.001413767],"study_design_scores_gemma":[0.0006068347,0.00000392202,0.9651586,0.0001249662,0.00001314837,3.132792e-7,0.02514361,0.000001991534,0.0005302056,0.000148937,0.00804215,0.0002253361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931132,0.0001495737,0.0000156529,0.001634101,0.0001739421,0.0003022512,0.000003282131,0.00003385594,0.004574162],"genre_scores_gemma":[0.9924759,0.0002057916,0.0009960467,0.0009317898,0.000161159,0.000008786034,0.00006221548,0.00001798687,0.005140318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347216,"threshold_uncertainty_score":0.7821821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439790068349882,"score_gpt":0.3097443842521294,"score_spread":0.2657653774171411,"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."}}