{"id":"W2888473531","doi":"10.1080/13598139.2018.1507901","title":"Retrospective analysis of accumulated structured practice: A Bayesian multilevel analysis of elite Brazilian volleyball players","year":2018,"lang":"en","type":"article","venue":"High Ability Studies","topic":"Sports Performance and Training","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Elite; Psychology; Multilevel model; Competition (biology); Talent development; Demography; Sociology; Pedagogy; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006981522,0.0002622594,0.00182279,0.001095392,0.0001428888,0.00000747869,0.0001180017,0.0001280186,0.0002761908],"category_scores_gemma":[0.001319816,0.0002082084,0.0005582328,0.004415464,0.0007214524,0.0001940139,0.00007916943,0.0001902674,0.00000183544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958065,"about_ca_system_score_gemma":0.00008447195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007140274,"about_ca_topic_score_gemma":0.001368427,"domain_scores_codex":[0.9976399,0.00004496431,0.0008837851,0.000561543,0.0005631666,0.0003066654],"domain_scores_gemma":[0.9964377,0.0002155674,0.0006087651,0.0007765292,0.001862188,0.00009929635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008287817,0.0002252838,0.92094,0.00009256891,0.061412,0.000007753619,0.01407962,0.0003312684,0.0006598548,0.0001055911,0.00004636171,0.00127088],"study_design_scores_gemma":[0.001040873,0.0003529327,0.9450744,0.00004901402,0.0359967,0.000001071362,0.005110314,0.01120039,0.0008853422,0.0000644496,0.00006817503,0.0001563214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982669,0.0002971628,0.0001880346,0.0002446841,0.0001129912,0.000332726,0.0001258781,0.00004968574,0.0003819592],"genre_scores_gemma":[0.9967156,0.0001547558,0.00273012,0.0001527721,0.00006326615,0.00001183884,0.00009079242,0.00001401671,0.00006683743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541529,"threshold_uncertainty_score":0.8490492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086936659007982,"score_gpt":0.3719951887348658,"score_spread":0.3411258221447859,"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."}}