{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522241,0.0002750451,0.0002175142,0.001047182,0.0007161676,0.002482679,0.0004101383,0.0007812086,0.002798593],"category_scores_gemma":[0.002528839,0.0001164072,0.0002671187,0.0004672142,0.001313945,0.0009174686,0.0009360554,0.0005966196,0.0001738512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074995,"about_ca_system_score_gemma":0.001687222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522674,"about_ca_topic_score_gemma":0.004044132,"domain_scores_codex":[0.9985147,0.0008326634,0.00005351752,0.0001004562,0.0003289953,0.000169557],"domain_scores_gemma":[0.9981341,0.0006621353,0.0005607031,0.000065208,0.0001868949,0.0003910119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002855566,0.002668635,0.4018228,0.0008049425,0.0002753416,0.001772669,0.01482011,0.004976238,0.004002634,0.2360838,0.006632361,0.3258549],"study_design_scores_gemma":[0.0001153607,0.001975082,0.5431375,0.002819601,0.0004677386,0.004222065,0.04056512,0.03795226,0.002457355,0.2686224,0.09746272,0.0002027632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7551733,0.00812015,0.01533673,0.01499185,0.0001624739,0.0002718814,0.00011841,0.00007259743,0.2057525],"genre_scores_gemma":[0.9930919,0.00119242,0.002287874,0.000331786,0.00003768751,0.00002547922,0.00001742346,0.00000269844,0.003012681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002798593,"threshold_uncertainty_score":0.009362221,"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."}}