{"id":"W4311628547","doi":"10.3390/jrfm15120574","title":"Doping in Recreational Sport as a Risk Management Strategy","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Doping in Sports","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aristotle University of Thessaloniki; Universität des Saarlandes; University of Stirling; Aarhus Universitet","keywords":"Recreation; Psychology; Marketing; Business; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002455256,0.0000948096,0.000198119,0.0003559508,0.000614417,0.00005879667,0.0002333264,0.00002955087,0.0002112117],"category_scores_gemma":[0.00004325209,0.00009981015,0.00007845865,0.0004479026,0.00006610685,0.0001720206,0.0001580305,0.0003259871,0.000004228427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467539,"about_ca_system_score_gemma":0.0000910726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126569,"about_ca_topic_score_gemma":0.0004095516,"domain_scores_codex":[0.9983143,0.0001172802,0.0004477424,0.0001675583,0.0007100364,0.0002430714],"domain_scores_gemma":[0.9992856,0.00003100232,0.0004679682,0.00009581705,0.0000411272,0.0000784843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001929947,0.0002077473,0.2894806,0.00002853722,0.00003722815,0.001124389,0.005097984,0.004151399,9.632851e-8,0.2541554,0.00159128,0.4439324],"study_design_scores_gemma":[0.0006663752,0.0001148141,0.4573057,0.00007127433,0.00006718426,0.000009727279,0.009426757,0.00001425287,2.448395e-7,0.0330809,0.4991136,0.0001291826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063797,0.001077688,0.001263782,0.000212942,0.001028044,0.0004421457,0.000009025974,0.00001733195,0.08956935],"genre_scores_gemma":[0.9835307,0.01295886,0.001841582,0.0001094594,0.0002418477,0.00002024274,0.000001922097,0.000008172603,0.001287188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4975224,"threshold_uncertainty_score":0.4725661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152539277443107,"score_gpt":0.2719214178066766,"score_spread":0.2603960250322456,"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."}}