{"id":"W4293117961","doi":"10.1007/978-3-031-01605-9_8","title":"Healthy Lifestyles","year":2020,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on assistive, rehabilitative, and health-preserving technologies","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"History; Psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006936332,0.0005686745,0.0003227234,0.0007820957,0.0009438984,0.002209132,0.0004772404,0.001550191,0.06867921],"category_scores_gemma":[0.001152944,0.0001577548,0.0002802176,0.0006278848,0.001039832,0.001497408,0.001902143,0.002099333,0.0252844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008026368,"about_ca_system_score_gemma":0.001661044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331755,"about_ca_topic_score_gemma":0.009755842,"domain_scores_codex":[0.9994876,0.000108088,0.00001597209,0.00009148898,0.0002164325,0.00008045044],"domain_scores_gemma":[0.9996933,0.00004771013,0.00002028557,0.00003884614,0.00008139935,0.0001185084],"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":[0.00004344711,0.0001326178,0.0005170562,0.0002729103,0.00001140144,0.00005617757,0.001234425,0.00005021396,0.0005755135,0.08885317,0.5632855,0.3449676],"study_design_scores_gemma":[0.000004014593,0.00001539824,0.0009979504,0.0001642848,0.000002247081,0.00002900255,0.0001733415,0.000006009584,0.0000332591,0.005978257,0.9925936,0.000002655479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001960733,0.0397439,0.001450034,0.03504141,0.01516592,0.00007994934,0.0004722302,0.0001944855,0.9058913],"genre_scores_gemma":[0.01264982,0.01816161,0.001578546,0.01623731,0.003137707,0.0001241868,0.0004234712,0.0000863389,0.9476011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06867921,"threshold_uncertainty_score":0.2297549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09540806689990314,"score_gpt":0.3964242669726472,"score_spread":0.3010162000727441,"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."}}