{"id":"W1760427950","doi":"10.1111/j.2044-8341.2010.02013.x","title":"Negotiating exceptions to clients’ problem discourse in consultative dialogue","year":2011,"lang":"en","type":"article","venue":"Psychology and Psychotherapy Theory Research and Practice","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Rhetorical question; Conversation; Negotiation; Context (archaeology); Narrative; Discourse analysis; Qualitative research; Psychology; Conversation analysis; Medical education; Public relations; Sociology; Pedagogy; Nursing; Medicine; Linguistics; Political science","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007291065,0.0002713015,0.0003100781,0.0005514178,0.0004024477,0.00008125559,0.0003108163,0.0002891929,0.0009532747],"category_scores_gemma":[0.0002222931,0.0002490312,0.00003657754,0.0007522386,0.001015707,0.0003187953,0.00001985982,0.001080848,0.0001843081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000156476,"about_ca_system_score_gemma":0.00003845062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003486657,"about_ca_topic_score_gemma":0.0002184912,"domain_scores_codex":[0.9938492,0.003736037,0.0004405351,0.0008837754,0.0002348873,0.000855524],"domain_scores_gemma":[0.9945319,0.00422263,0.0001400322,0.0005306336,0.0002593924,0.0003153994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02537132,0.002393408,0.01513082,0.0000155731,0.0003169493,0.00008102298,0.4227492,0.000001968687,0.0008122228,0.4134656,0.003526411,0.1161355],"study_design_scores_gemma":[0.007146383,0.004550815,0.1098638,0.00008669957,0.00003740914,0.0003556672,0.124151,0.00001367198,0.000001434367,0.6647517,0.08830532,0.0007361264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483389,0.007300058,0.01845386,0.003147887,0.001088748,0.001648341,0.00006468085,0.00008096659,0.1198766],"genre_scores_gemma":[0.9352523,0.04528236,0.007163468,0.007356689,0.0003017796,0.0006968757,0.00002167994,0.00009629055,0.003828534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2985982,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544499634209059,"score_gpt":0.486206755258811,"score_spread":0.3317567918379052,"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."}}