{"id":"W3164060471","doi":"10.4018/978-1-7998-7939-8.ch006","title":"Health and Wellness in an Active Economy","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Recreation; Process (computing); Realization (probability); Public relations; Psychology; Knowledge management; Sociology; Management science; Engineering; Computer science; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004528638,0.0004274872,0.0009833815,0.0002357205,0.0005789141,0.00003325281,0.0001467374,0.0003524408,0.000148827],"category_scores_gemma":[0.000008113502,0.0004913582,0.00003874094,0.00002939126,0.0002138122,0.002459112,0.0001954902,0.0008004731,0.00002123137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004482081,"about_ca_system_score_gemma":0.0007343304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002014376,"about_ca_topic_score_gemma":0.02440213,"domain_scores_codex":[0.9972112,0.00007058813,0.001185311,0.0007892642,0.000053239,0.0006903575],"domain_scores_gemma":[0.9983167,0.0001679916,0.0009817213,0.0003179152,0.00004528047,0.0001703926],"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":[0.0006188608,0.00008055739,0.08254836,0.007342974,0.00002324694,0.00001740124,0.008870145,0.00004407552,1.41534e-7,0.7916745,0.0003555499,0.1084242],"study_design_scores_gemma":[0.0007986854,0.0002334522,0.0009399428,0.002245293,0.000005089401,0.00000274891,0.002393358,0.00003719775,0.000003321134,0.03644783,0.9564517,0.0004414437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1559816,0.1108383,0.000005425883,0.0006199623,0.002114804,0.002406205,0.0003153031,0.00004534064,0.7276731],"genre_scores_gemma":[0.01267319,0.7959309,0.0004777912,0.01217884,0.0005727356,0.0004900775,0.00113967,0.0001470504,0.1763898],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9560961,"threshold_uncertainty_score":0.9997538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792475172176001,"score_gpt":0.3348948939867805,"score_spread":0.2869701422650205,"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."}}