{"id":"W7009706629","doi":"","title":"Evaluation tools used for talent identification and development in youth soccer: a scoping review","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Scopus; Systematic review; Data extraction; Process (computing); Comprehension; Grey literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1565145,0.002978784,0.01156888,0.06591813,0.003625993,0.0123043,0.004233702,0.003722432,0.00587363],"category_scores_gemma":[0.3355748,0.002499514,0.01162877,0.04669693,0.003081375,0.0111874,0.007017571,0.003089939,0.001088998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01475377,"about_ca_system_score_gemma":0.06080035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009859148,"about_ca_topic_score_gemma":0.02013332,"domain_scores_codex":[0.8562617,0.06155179,0.05569377,0.003620604,0.02142758,0.001444545],"domain_scores_gemma":[0.6695735,0.2233561,0.04087942,0.007338483,0.05715416,0.001698338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002319689,0.00008355908,0.001817915,0.678619,0.002524267,0.0001252676,0.002579456,0.0003654944,0.0002323982,0.002746592,0.005185341,0.3054888],"study_design_scores_gemma":[0.00007219331,0.0001311824,0.002216399,0.9664645,0.006139086,0.0001307877,0.001560656,0.0001986338,0.0002203367,0.000859995,0.02194658,0.00005974747],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003073171,0.9664493,0.006450151,0.002132492,0.0009772219,0.0157229,0.001583867,0.000103267,0.003507587],"genre_scores_gemma":[0.02908006,0.9108796,0.02671703,0.0008440759,0.0002709856,0.03018564,0.001407691,0.00005736167,0.000557493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1565145,"threshold_uncertainty_score":0.8277377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069746442604132,"score_gpt":0.3590880313744884,"score_spread":0.2521133871140752,"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."}}