{"id":"W4413725825","doi":"10.64628/aam.v9an6hrqe","title":"The agony of defeat: How Olympians can deal with failure","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Political science; Psychology; History; Geology; Computer science; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001706788,0.0001625661,0.0002877375,0.00004883252,0.0001007241,0.00002433268,0.0001956344,0.0002001084,0.003065385],"category_scores_gemma":[0.0005443562,0.00007273773,0.00009306474,0.00008887354,0.0003071518,0.000007160552,0.0001174602,0.0004568435,0.00001491353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003896734,"about_ca_system_score_gemma":0.003475355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666831,"about_ca_topic_score_gemma":0.0006614201,"domain_scores_codex":[0.9989514,0.00003989196,0.0001802117,0.0002427428,0.0003862082,0.0001995211],"domain_scores_gemma":[0.9981362,0.0001073984,0.0001314979,0.0005871876,0.0002304559,0.0008072743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519669,0.0003411377,0.005828541,0.000569443,0.000424689,0.00001931965,0.002621765,0.00000168988,0.0003199515,0.003624782,0.9701563,0.01594039],"study_design_scores_gemma":[0.001052998,0.0003441934,0.007466584,0.001176197,0.0003094671,0.00007968539,0.00428499,0.00007812369,0.002231949,0.000393557,0.9823365,0.0002457179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1349477,0.0004016952,0.001938154,0.7661504,0.0008230407,0.001395825,0.00004846795,0.000167811,0.09412693],"genre_scores_gemma":[0.8429274,0.000141476,0.009357443,0.004976346,0.0007710849,0.00006249586,0.0001114613,0.0000376362,0.1416147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.761174,"threshold_uncertainty_score":0.9978459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265065289216124,"score_gpt":0.3001985299319043,"score_spread":0.2775478770397431,"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."}}