{"id":"W2219741365","doi":"10.1007/978-1-4939-2920-7_4","title":"Contextual Action Theory: An Integrative Framework for Qualitative Health Research","year":2015,"lang":"en","type":"book-chapter","venue":"Handbooks in health, work, and disability","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conceptualization; Action (physics); International Classification of Functioning, Disability and Health; Psychology; Meaning (existential); Health promotion; Action research; Psychological intervention; Epistemology; Management science; Social psychology; Public health; Psychotherapist; Medicine; Computer science; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01250291,0.000502645,0.00108781,0.0001780845,0.001289566,0.0001554177,0.0002217102,0.0004395829,0.0008394527],"category_scores_gemma":[0.0003632659,0.0004123962,0.0001410342,0.00003653306,0.002370101,0.000193479,0.0000601667,0.001885352,0.000023382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079082,"about_ca_system_score_gemma":0.001270373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512605,"about_ca_topic_score_gemma":0.05040092,"domain_scores_codex":[0.9940294,0.002199488,0.001284866,0.0009756565,0.000566686,0.0009438744],"domain_scores_gemma":[0.9938,0.003856579,0.000503582,0.0005863695,0.000351655,0.0009017492],"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":[0.001836133,0.0001650296,0.00005216989,0.001480055,0.00001760126,2.497011e-7,0.1976687,1.432114e-7,4.065229e-9,0.7305156,0.006095109,0.06216922],"study_design_scores_gemma":[0.0005529967,0.001873415,0.00001496644,0.001779646,0.000005255187,5.793117e-7,0.08587147,0.000003571249,1.362992e-7,0.6882626,0.2213853,0.0002500651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008014723,0.1001456,0.004164837,0.0372837,0.0129232,0.02822506,0.006706729,0.000540196,0.8019959],"genre_scores_gemma":[0.3531123,0.005917804,0.004828167,0.01081093,0.01051773,0.002230948,0.002504244,0.0004893487,0.6095886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3450975,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5327776807535646,"score_gpt":0.52636416263085,"score_spread":0.006413518122714623,"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."}}