{"id":"W2596570650","doi":"10.15200/winn.148716.63070","title":"Science AMA Series: I’m Martin Gibala, a professor at McMaster University in Hamilton, Ontario. My new book, The One-Minute Workout, considers the new science of time-efficient exercise to promote health and fitness. AMA!","year":2017,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Schedule; Kinesiology; Session (web analytics); Interval training; Physical therapy; Sports science; Psychology; Medicine; Gerontology; Medical education; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688314,0.001447764,0.0013228,0.00171772,0.003792194,0.004961548,0.001683892,0.002841746,0.2458958],"category_scores_gemma":[0.006225763,0.0007977426,0.0007375104,0.001391022,0.002246046,0.003364564,0.002558167,0.004741013,0.1383265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007910176,"about_ca_system_score_gemma":0.01062897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06504139,"about_ca_topic_score_gemma":0.1766861,"domain_scores_codex":[0.9983125,0.0001465006,0.00005881533,0.0003763847,0.0009007581,0.0002051117],"domain_scores_gemma":[0.9923769,0.000484047,0.0001841851,0.0001848219,0.002384939,0.00438509],"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":[0.000009176189,0.000006398247,0.00006095642,0.00004903879,0.000001208216,0.00001713524,0.00008770001,0.000006083077,0.00008127742,0.0002705687,0.9895017,0.009908859],"study_design_scores_gemma":[0.000004906377,0.00001528471,0.0003961153,0.00006891248,0.000002106028,0.00006516307,0.0001898198,0.00001304765,0.00004605975,0.0001922919,0.999,0.000006288975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001542565,0.1125788,0.002856283,0.4633991,0.1771985,0.0003518752,0.002226847,0.002508651,0.2373375],"genre_scores_gemma":[0.003615645,0.02612226,0.0008151029,0.03307556,0.01216159,0.0001257901,0.0005506524,0.0005508361,0.9229825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2458958,"threshold_uncertainty_score":0.8226035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025800953591071,"score_gpt":0.2710367868726614,"score_spread":0.2507787773367506,"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."}}