{"id":"W2055944893","doi":"10.1080/10503307.2012.662605","title":"Innovative moments and change in client-centered therapy","year":2012,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Conversation; Narrative; Psychotherapist; Psychology; Coding (social sciences); Narrative therapy; Sample (material); Linguistics; Sociology; Communication; Philosophy; Social 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":[0.004821121,0.0002736977,0.0003024747,0.003525591,0.00127937,0.002792295,0.0007833272,0.0006550127,0.001099668],"category_scores_gemma":[0.02634576,0.0002440424,0.0003539143,0.002192118,0.00515517,0.00251265,0.00285309,0.001061238,0.00008776691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046394,"about_ca_system_score_gemma":0.002293618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002282763,"about_ca_topic_score_gemma":0.00293362,"domain_scores_codex":[0.9922383,0.00536523,0.0003468064,0.0002872254,0.00137705,0.0003854097],"domain_scores_gemma":[0.983044,0.0111518,0.002870063,0.001112117,0.00112452,0.0006975592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005182794,0.0003385842,0.1019238,0.0007479672,0.00008536398,0.0007304657,0.2923998,0.002967907,0.003679014,0.08570082,0.00242177,0.5084863],"study_design_scores_gemma":[0.0001536217,0.001232623,0.4361646,0.001417763,0.0001475703,0.005590266,0.2355112,0.03061173,0.01413363,0.2126739,0.0617925,0.0005706191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296999,0.001588438,0.04545535,0.001777642,0.0001255836,0.000393902,0.0001343167,0.0002116232,0.0206133],"genre_scores_gemma":[0.9908509,0.0002005632,0.008274673,0.00005353993,0.00000995852,0.0001376327,0.00003278184,0.00001347632,0.0004265647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004821121,"threshold_uncertainty_score":0.0293588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2575981008027693,"score_gpt":0.4874482464680417,"score_spread":0.2298501456652725,"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."}}