{"id":"W1483516073","doi":"","title":"Lambert, M. J . (Ed.). Bergin and Garfield's handbook of psychotherapy and behavior change.","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychoanalysis; Psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004863605,0.0002290159,0.0003689476,0.0002988809,0.0001464518,0.00005954435,0.000144192,0.000203623,0.000742677],"category_scores_gemma":[4.904977e-7,0.0002123569,0.00007819033,0.0001607588,0.0002586739,0.00009140529,8.397767e-8,0.0002652033,0.000001827927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006003001,"about_ca_system_score_gemma":0.00005832193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005097158,"about_ca_topic_score_gemma":0.001644216,"domain_scores_codex":[0.9987037,0.0001018802,0.0004748167,0.0002700576,0.0001250158,0.0003245376],"domain_scores_gemma":[0.9987266,0.00008830801,0.0003132496,0.0002818739,0.0001250554,0.0004648807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008855858,0.0007016759,0.02495803,0.0001140089,0.0008694046,0.0001137867,0.0711903,0.000001599154,0.009563521,0.181187,0.05082764,0.6595874],"study_design_scores_gemma":[0.002443994,0.0007642107,0.001898132,0.0002507689,0.00006811208,0.0006958474,0.0001587638,0.000004929364,0.0005183221,0.07298012,0.9198489,0.0003679217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5198676,0.409209,0.06491611,0.001568448,0.001078179,0.001003508,0.00006398047,0.00003146901,0.002261674],"genre_scores_gemma":[0.1046844,0.887303,0.003600479,0.002529627,0.0003145501,0.0001472015,0.000002275264,0.0000933003,0.001325186],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8690212,"threshold_uncertainty_score":0.8659664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074002885867333,"score_gpt":0.3143024271510348,"score_spread":0.2835623982923615,"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."}}