{"id":"W4402614994","doi":"10.1080/13598139.2024.2404410","title":"Selection and re-selection throughout a national talent pathway: Exploring longitudinal relative age effects in Northern Ireland male soccer","year":2024,"lang":"en","type":"article","venue":"High Ability Studies","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Selection (genetic algorithm); Psychology; Longitudinal study; Demography; Social psychology; Sociology; Statistics; Computer science; Artificial intelligence","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":[0.0005673342,0.0001873169,0.0002620645,0.000142082,0.0002052655,0.00001984733,0.00004436226,0.000128554,0.0001071017],"category_scores_gemma":[0.00008882959,0.0001644299,0.00005501739,0.0003786441,0.0001849404,0.0003249444,0.00003575574,0.0003967874,0.00008208332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401647,"about_ca_system_score_gemma":0.00002533707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712216,"about_ca_topic_score_gemma":0.003367727,"domain_scores_codex":[0.9985889,0.000131674,0.0002681085,0.0005931288,0.0001639522,0.0002542576],"domain_scores_gemma":[0.9993749,0.0003549355,0.000050908,0.0001001481,0.00008993098,0.00002917904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213976,0.0001766491,0.9777333,0.0002153006,0.0003391208,0.00004552938,0.01362674,0.00006171979,0.00007185138,0.004701653,0.0006191763,0.002194989],"study_design_scores_gemma":[0.000511051,0.0002312671,0.9912925,0.00008734712,0.00003179134,0.00005446632,0.0006412056,0.00009030415,0.00005001531,0.005563429,0.001276988,0.0001696737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905107,0.003999158,0.0002023025,0.000325839,0.001418678,0.0003412035,0.000007101395,0.0001220914,0.003072951],"genre_scores_gemma":[0.9979677,0.0002171078,0.0001712084,0.00005376902,0.0002555121,0.0004542116,0.00001044502,0.00001611981,0.0008539168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355917,"threshold_uncertainty_score":0.6705258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08678048022857622,"score_gpt":0.3695274586862583,"score_spread":0.2827469784576821,"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."}}