{"id":"W4210946852","doi":"10.1142/9789812835703_0006","title":"Conclusion","year":2009,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007176512,0.00030708,0.0005782134,0.0008416856,0.0004123923,0.0003402873,0.0004137675,0.0001727921,0.005119529],"category_scores_gemma":[0.000003779892,0.0003439013,0.0002789329,0.00005645346,0.0002566759,0.00006115287,0.0001172893,0.0003580401,0.003889663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172408,"about_ca_system_score_gemma":0.00004881062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009807944,"about_ca_topic_score_gemma":0.0005343584,"domain_scores_codex":[0.9979566,0.000001553612,0.0007720685,0.0008131653,0.0001153816,0.000341258],"domain_scores_gemma":[0.9983571,0.00001342277,0.0005953031,0.0008307038,0.00006098436,0.0001424713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003622666,0.000007312584,0.00006106463,0.00001410397,0.00002190124,0.00001481633,0.00009621809,0.00001029642,0.000003316337,0.9407389,0.05205486,0.006973617],"study_design_scores_gemma":[0.0001103863,0.00001500528,0.00005699194,0.00006872959,0.000008805565,0.000002003323,9.021475e-7,0.0003422883,0.00001141619,0.1979631,0.8010795,0.0003409414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001155292,0.001622725,0.00005767143,0.0001549795,0.002197453,0.0001980154,0.0001557205,0.00005832745,0.9954396],"genre_scores_gemma":[0.01735401,0.00001459119,0.0001173353,0.0003940596,0.0003185175,0.000003079647,0.00008450911,0.00004675899,0.9816672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7490246,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077680051301241,"score_gpt":0.2103706841208235,"score_spread":0.1695938836078111,"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."}}