{"id":"W1826357812","doi":"","title":"Talk as Action: A Narrative Approach to Action Theory","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Narrative; Action (physics); Perspective (graphical); Construct (python library); Affect (linguistics); Psychology; Action theory (sociology); Epistemology; Cognitive science; Sociology; Linguistics; Computer science; Communication; History; Philosophy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334632,0.000906942,0.0005130522,0.003511907,0.004319123,0.007351792,0.001973308,0.004216927,0.006479104],"category_scores_gemma":[0.003840953,0.0004078156,0.0009291671,0.001974615,0.01961298,0.01161435,0.003699997,0.004087961,0.0008283479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006085166,"about_ca_system_score_gemma":0.004185083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00780952,"about_ca_topic_score_gemma":0.007080383,"domain_scores_codex":[0.9972197,0.001874084,0.0001093474,0.0001996012,0.0003418542,0.0002553534],"domain_scores_gemma":[0.9971434,0.002102027,0.000296846,0.00009751672,0.0001790107,0.0001811599],"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":[0.000007374775,0.00001170768,0.0001940479,0.00008479508,0.000004689749,0.0001653102,0.01360855,0.0003668312,0.00007119403,0.9773445,0.001581074,0.00655994],"study_design_scores_gemma":[0.00001652555,0.0000384987,0.0004252281,0.0004544138,0.00001750587,0.0005105755,0.01324704,0.002338147,0.0002979744,0.8811903,0.1014369,0.00002702202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01931223,0.01832073,0.3535514,0.0545103,0.0009398102,0.0003083408,0.0003089778,0.0002265597,0.5525216],"genre_scores_gemma":[0.869929,0.01410256,0.06915538,0.006015612,0.0005051155,0.0007761603,0.000191085,0.0001404741,0.03918448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00780952,"threshold_uncertainty_score":0.04415125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201042989882128,"score_gpt":0.312760425657812,"score_spread":0.2607499957589907,"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."}}