{"id":"W2147062500","doi":"10.1123/ijsnem.22.5.392","title":"Case Study: Nutrition and Training Periodization in Three Elite Marathon Runners","year":2012,"lang":"en","type":"article","venue":"International Journal of Sport Nutrition and Exercise Metabolism","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Periodization; Elite; Sports nutrition; Training (meteorology); Athletes; Physical therapy; Elite athletes; Physical medicine and rehabilitation; Psychology; Medicine; Political science; History; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006208953,0.0001599163,0.0002969647,0.000367949,0.00006393846,0.0000718973,0.00009834353,0.0001132741,0.00001488321],"category_scores_gemma":[0.00002162936,0.0001571737,0.00007800999,0.0001137776,0.00005482204,0.0001057434,0.0000455803,0.000141564,7.204025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001489072,"about_ca_system_score_gemma":0.00002431703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004092247,"about_ca_topic_score_gemma":0.00003068693,"domain_scores_codex":[0.9988006,0.00002843546,0.0005125526,0.0001837997,0.0002871068,0.0001875354],"domain_scores_gemma":[0.9992312,0.000005752338,0.0002484348,0.00008988419,0.000272943,0.0001517927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004571974,0.01043077,0.402553,0.0003994766,0.0004469684,0.002557381,0.01124001,0.00002983995,0.09388518,0.002077106,0.0009571625,0.4708511],"study_design_scores_gemma":[0.02336859,0.000316724,0.8362653,0.0008097067,0.0003666095,0.01667994,0.01690958,0.000127855,0.006334253,0.001191197,0.0968337,0.000796586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812736,0.01723715,0.0002266439,0.000149673,0.0007437586,0.0003156167,0.00001653401,0.000005360438,0.00003168982],"genre_scores_gemma":[0.9783098,0.01876827,0.001392058,0.00007585915,0.001325681,0.00003319555,0.00006790137,0.00001637148,0.00001091327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700545,"threshold_uncertainty_score":0.6409359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057927562950103,"score_gpt":0.2801683787023219,"score_spread":0.2595891030728208,"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."}}