{"id":"W4313197964","doi":"10.1123/iscj.2022-0052","title":"Talent Identification in Youth Basketball: Talent Scouts’ Perceptions of the Key Attributes for Athlete Development","year":2022,"lang":"en","type":"article","venue":"International Sport Coaching Journal","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basketball; Boy Scouts; Psychology; Applied psychology; Identification (biology); Athletes; Perception; Geography; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001747165,0.0001260102,0.0001607796,0.0002443628,0.0004946827,0.0000283905,0.0006946454,0.00005582903,0.002343867],"category_scores_gemma":[0.00002318704,0.0001093948,0.0001622635,0.0001573351,0.00006903199,0.0001296483,0.000115025,0.0005960554,0.00001892935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905681,"about_ca_system_score_gemma":0.0001085008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004791073,"about_ca_topic_score_gemma":0.00004335471,"domain_scores_codex":[0.998195,0.00006353762,0.0007881169,0.0002446371,0.000479601,0.0002291064],"domain_scores_gemma":[0.9989912,0.00003870991,0.0005756103,0.0002129796,0.000134216,0.00004731872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002378845,0.0004266239,0.978821,0.000004913212,0.0001260033,0.00001025461,0.01240266,0.001252129,0.0003834392,0.001542164,0.001206149,0.003586751],"study_design_scores_gemma":[0.0008327375,0.00004400508,0.9760446,0.00004168028,0.00002067548,0.000241528,0.003832091,0.0001599993,0.00008260996,0.0001968552,0.01837867,0.0001245323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884083,0.0001140993,0.003643904,0.0009712067,0.005354971,0.0002686384,0.0001529437,0.00001372438,0.001072169],"genre_scores_gemma":[0.9969664,0.00001949534,0.0003474858,0.0002851614,0.0002339499,0.00009896802,0.0001837205,0.00001623216,0.001848589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717252,"threshold_uncertainty_score":0.9985681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792228105970769,"score_gpt":0.3222055316339089,"score_spread":0.2842832505742012,"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."}}