{"id":"W2321921446","doi":"10.1519/ssc.0000000000000030","title":"The Role of Fiber Types in Muscle Hypertrophy","year":2014,"lang":"en","type":"article","venue":"Strength and conditioning journal","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Muscle hypertrophy; Fiber type; Fiber; Medicine; Computer science; Internal medicine; Chemistry","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":[0.00009491648,0.00004110151,0.00004944243,0.00001540553,0.0001325304,0.00001221004,0.00005006073,0.00003674743,0.00002783581],"category_scores_gemma":[0.00006191692,0.00002950231,0.00002464446,0.00002086061,0.00007823384,0.000002624522,0.00001574543,0.0000741625,0.00000148722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001214033,"about_ca_system_score_gemma":0.00001746667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005043603,"about_ca_topic_score_gemma":0.00001228112,"domain_scores_codex":[0.9996765,0.00004628845,0.00009209788,0.0000624155,0.00003283956,0.00008986269],"domain_scores_gemma":[0.9998162,0.00002512438,0.00004864803,0.0000594375,0.00002289347,0.00002770871],"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":[0.000398132,0.0001544498,0.03185762,0.00001749158,0.0001265875,0.000002051402,0.0002453766,0.0005079616,0.4472425,0.01045892,0.001765454,0.5072235],"study_design_scores_gemma":[0.003929589,0.001751214,0.5097672,0.00009593187,0.00005425689,0.0001024031,0.001923746,0.0009844635,0.09044903,0.06827793,0.3221279,0.0005364001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944298,0.001277166,0.0000214702,0.00006375063,0.00004013377,0.00001496713,0.000001983815,0.000001142899,0.004149592],"genre_scores_gemma":[0.9995176,0.0002047177,0.00005837051,0.0000496148,0.00008544185,0.000001682779,0.000009201818,0.000002991316,0.00007041118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.506687,"threshold_uncertainty_score":0.1203069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002458577447259716,"score_gpt":0.2024225802206985,"score_spread":0.1999640027734388,"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."}}