{"id":"W4402419798","doi":"10.54254/2753-8818/51/2024ch0108","title":"Analysis of the market value of Premier League attacker","year":2024,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"League; Value (mathematics); Business; Economics; Mathematics; Statistics; Physics","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":[0.001494225,0.0003523375,0.0004137421,0.002406914,0.0001886366,0.001565993,0.0006274518,0.0003714809,0.005139055],"category_scores_gemma":[0.009639469,0.0001077132,0.0004523521,0.001737519,0.0002153683,0.001242946,0.0005253379,0.0005562898,0.001096031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361823,"about_ca_system_score_gemma":0.0003784421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004242715,"about_ca_topic_score_gemma":0.002680657,"domain_scores_codex":[0.9993237,0.0001617428,0.00003313657,0.000173796,0.000219247,0.00008841475],"domain_scores_gemma":[0.9958319,0.002222687,0.0009553978,0.0002805795,0.0004942757,0.0002151031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006970587,0.0006344407,0.8157238,0.000232022,0.0004325722,0.0004829739,0.0003892012,0.02427451,0.005513481,0.0184649,0.008072431,0.1250826],"study_design_scores_gemma":[0.00002611035,0.000482171,0.8550111,0.00004561511,0.00008393424,0.0002421783,0.0008077202,0.1198802,0.003184214,0.00700258,0.01318899,0.00004511266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710415,0.0006469341,0.01144369,0.0003018168,0.00003578508,0.00006442531,0.007403221,0.0001209444,0.008941779],"genre_scores_gemma":[0.986686,0.0001393199,0.002131116,0.00001898358,0.00004126516,0.00003681501,0.007820073,0.00001856242,0.003107808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005139055,"threshold_uncertainty_score":0.01719183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007388450876724653,"score_gpt":0.2277189054734656,"score_spread":0.220330454596741,"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."}}