{"id":"W1744057157","doi":"10.1111/j.2044-8341.2012.02066.x","title":"How collaboration in therapy becomes therapeutic: The therapeutic collaboration coding system","year":2012,"lang":"en","type":"article","venue":"Psychology and Psychotherapy Theory Research and Practice","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Coding (social sciences); Medicine; Sociology","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":[0.0297437,0.0006383008,0.0004371187,0.004877509,0.003577359,0.005789664,0.001394272,0.00139252,0.001926957],"category_scores_gemma":[0.08846693,0.0003219803,0.0006390501,0.004417271,0.01535863,0.006862647,0.006754718,0.002007038,0.0002964479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006189097,"about_ca_system_score_gemma":0.01126916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007854852,"about_ca_topic_score_gemma":0.006438084,"domain_scores_codex":[0.9543514,0.03649945,0.00299955,0.001506953,0.003917053,0.0007256981],"domain_scores_gemma":[0.9236405,0.05113195,0.006117519,0.007539335,0.0101921,0.001378583],"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":[0.0002395283,0.00007762846,0.03660218,0.0008862143,0.00007374696,0.0004340006,0.2325228,0.005383329,0.0024686,0.4962909,0.009408661,0.2156124],"study_design_scores_gemma":[0.0001207032,0.0002863669,0.03006892,0.002060049,0.000152825,0.003084317,0.1427703,0.06569127,0.005050311,0.6632928,0.08704677,0.0003754452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2078928,0.001535404,0.7019465,0.01224899,0.0005993381,0.002381743,0.0009641353,0.0008151146,0.07161595],"genre_scores_gemma":[0.7907862,0.0003493453,0.2056017,0.0002647565,0.00003162005,0.001403714,0.0003950644,0.00007104044,0.001096624],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0297437,"threshold_uncertainty_score":0.1573016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1434763069277823,"score_gpt":0.5028988140578723,"score_spread":0.3594225071300899,"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."}}