{"id":"W4214705301","doi":"10.3390/sports10030034","title":"Proportions of Early Specializers Varies According to Methods and Skill Level","year":2022,"lang":"en","type":"article","venue":"Sports","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055414,0.000357677,0.0005062222,0.00469492,0.0004473907,0.001129384,0.0006906379,0.0004961123,0.002322241],"category_scores_gemma":[0.01737075,0.0003561438,0.0004425953,0.00136888,0.001021538,0.00084583,0.002140869,0.0004420259,0.0005995104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610293,"about_ca_system_score_gemma":0.0004799968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124882,"about_ca_topic_score_gemma":0.004291587,"domain_scores_codex":[0.9955564,0.001464344,0.000565003,0.0007134148,0.001263929,0.0004369153],"domain_scores_gemma":[0.9874143,0.006053383,0.003252248,0.001137079,0.001059281,0.00108364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290541,0.00007472584,0.9661717,0.0001161723,0.00006295578,0.00009953648,0.002135769,0.00007097113,0.002174819,0.0002459209,0.0002404616,0.02837787],"study_design_scores_gemma":[0.000007487312,0.0001754007,0.9947826,0.0001044071,0.00001898902,0.0005493385,0.002081044,0.0001679068,0.0006959844,0.0003889642,0.001014432,0.00001337473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916165,0.0008950087,0.00226229,0.0001820516,0.00002228469,0.00009160882,0.0002058645,0.00003866592,0.004685744],"genre_scores_gemma":[0.9921004,0.001120796,0.004278061,0.0001015892,0.00003004534,0.0001172506,0.0003505533,0.00002791705,0.00187338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0055414,"threshold_uncertainty_score":0.02930605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08852431204050269,"score_gpt":0.4390221115209195,"score_spread":0.3504977994804168,"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."}}