{"id":"W2805176050","doi":"10.1093/oxfordhb/9780199396511.013.7","title":"Capturing the Complexity and Dynamics of Positive Human Health","year":2017,"lang":"en","type":"reference-entry","venue":"","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Variety (cybernetics); Dynamics (music); Management science; Process (computing); Data science; Psychology; Computer science; Epistemology; Artificial intelligence; Engineering","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":[0.005393099,0.0005523857,0.0005400968,0.001593169,0.001829198,0.006611693,0.000765421,0.0009727608,0.00508664],"category_scores_gemma":[0.01124314,0.0003358475,0.0004536837,0.001404963,0.007566438,0.008156916,0.004254403,0.002551188,0.0004091273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995742,"about_ca_system_score_gemma":0.003154255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121354,"about_ca_topic_score_gemma":0.005338878,"domain_scores_codex":[0.9977077,0.001455657,0.00007306586,0.0002418394,0.0003995977,0.0001220662],"domain_scores_gemma":[0.9924186,0.00600157,0.0004923491,0.000517822,0.0003905605,0.0001790482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003233873,0.0001038312,0.01445248,0.0007582242,0.0000368498,0.0002385256,0.0439333,0.001788677,0.001350304,0.786379,0.005209813,0.1457167],"study_design_scores_gemma":[0.000008396412,0.00009635081,0.02793227,0.0009504035,0.0000292552,0.0004257238,0.02356431,0.003343864,0.0007101107,0.8709438,0.07194445,0.00005122172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1973177,0.02864119,0.4600765,0.04518161,0.0009650563,0.0006827888,0.0009218516,0.0003310861,0.2658821],"genre_scores_gemma":[0.8239232,0.02106296,0.1411579,0.003063075,0.0004007873,0.0008903955,0.0004196383,0.00008224801,0.008999651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006611693,"threshold_uncertainty_score":0.02852178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100949155169624,"score_gpt":0.3965114148009194,"score_spread":0.2864164992839571,"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."}}