{"id":"W2323532692","doi":"10.1177/0021886314545535","title":"Competing Paradigms","year":2014,"lang":"en","type":"article","venue":"The Journal of Applied Behavioral Science","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University Health Centre","funders":"","keywords":"Cognitive dissonance; Mental health; Empowerment; Psychology; Honor; Public relations; Sociology; Agency (philosophy); Ideology; Social psychology; Health care; Political science; Psychotherapist; Politics; Social science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05272465,0.001446538,0.001994294,0.003576467,0.007251674,0.01747828,0.006975158,0.01326497,0.02062841],"category_scores_gemma":[0.05956612,0.0007136865,0.002202411,0.003459599,0.03555999,0.01755107,0.01289499,0.01272464,0.004327783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016152,"about_ca_system_score_gemma":0.01018453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189796,"about_ca_topic_score_gemma":0.001777311,"domain_scores_codex":[0.9441112,0.03205707,0.002503903,0.006734676,0.01137435,0.003218876],"domain_scores_gemma":[0.9392989,0.03934356,0.002907967,0.006708415,0.007957127,0.003783993],"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":[0.00001519372,0.000009437364,0.00006784586,0.00009237532,0.000006825573,0.00003607602,0.0007869114,0.00004985481,0.00001760504,0.9921284,0.003386119,0.003403358],"study_design_scores_gemma":[0.00002902738,0.00001596488,0.0000860811,0.0004701409,0.0000104957,0.0001505526,0.001568146,0.0005047906,0.00005887231,0.9187649,0.07832603,0.00001494328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00848045,0.01882947,0.1270318,0.2877125,0.01183457,0.0006667357,0.0003910904,0.0002374149,0.544816],"genre_scores_gemma":[0.6154045,0.02173721,0.1413875,0.1134445,0.01364551,0.006107266,0.0006893652,0.0005131802,0.08707087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05272465,"threshold_uncertainty_score":0.2788379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2412149798746832,"score_gpt":0.4641042493643098,"score_spread":0.2228892694896266,"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."}}