{"id":"W148081941","doi":"10.1007/978-3-319-11671-6_10","title":"Future Directions in Health and Fitness","year":2014,"lang":"en","type":"book-chapter","venue":"Studies in history and philosophy of science","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Life expectancy; Longevity; Matching (statistics); Population health; Population; Face (sociological concept); Psychology; Gerontology; Sociology; Demography; Medicine; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004365596,0.0001340462,0.0006329484,0.0003005484,0.000152712,0.000001147179,0.00006074386,0.00006684285,0.000005103666],"category_scores_gemma":[0.00005544726,0.0001175457,0.00002736413,0.00007713472,0.004283377,0.00006464242,0.00007221192,0.000362706,6.825938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332581,"about_ca_system_score_gemma":0.0003218856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004780836,"about_ca_topic_score_gemma":0.0000899755,"domain_scores_codex":[0.9990432,0.00001565941,0.0002428107,0.0003328602,0.0002142497,0.0001512212],"domain_scores_gemma":[0.9994353,0.00008957202,0.0001468299,0.000144452,0.00005751624,0.0001263199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001443601,0.0001977919,0.000848671,0.006547845,0.00003698194,0.0000156177,0.01978732,6.121341e-7,0.00004061387,0.9464412,0.0008354722,0.02510349],"study_design_scores_gemma":[0.000819781,0.001482783,0.004190394,0.004257602,0.00002723457,0.00002077887,0.0003441572,0.00001216285,0.000003739249,0.2862679,0.702273,0.0003004141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03360003,0.2723287,0.00000267434,0.01275065,0.002331325,0.0008120138,0.00002452286,0.00003470906,0.6781154],"genre_scores_gemma":[0.8920625,0.08740944,0.0002040715,0.001748598,0.001164829,0.00001837068,0.000002912061,0.00002090384,0.01736833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8584625,"threshold_uncertainty_score":0.9984264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066232139144165,"score_gpt":0.3401529087859285,"score_spread":0.233529694871512,"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."}}