{"id":"W2401138428","doi":"10.1016/b978-0-08-100508-8.00014-x","title":"Emotions in Clinical Practice","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Empathy; Psychology; Context (archaeology); Cognitive psychology; Generalization; Perspective (graphical); Meaning (existential); Psychotherapist; Social psychology; Computer science; Epistemology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000685734,0.000300575,0.0004357195,0.0001706945,0.00005668309,0.00001908306,0.0003801674,0.0007118683,0.003026249],"category_scores_gemma":[0.0000267307,0.0002555448,0.0002846013,0.00001671199,0.0001874024,0.0000347533,0.00004285004,0.0007764199,0.002736191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131283,"about_ca_system_score_gemma":0.00006382353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.765617e-7,"about_ca_topic_score_gemma":0.00001726632,"domain_scores_codex":[0.9980407,0.00009473092,0.0007713384,0.0006388866,0.0001685501,0.0002857642],"domain_scores_gemma":[0.9978133,0.0004006329,0.00041905,0.001165429,0.00008718429,0.0001143953],"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":[0.00002019282,0.00004470444,0.000004891177,0.000002671633,0.00006057434,0.00001818348,0.00006563447,1.785167e-9,0.000002312097,0.3285041,0.00662609,0.6646506],"study_design_scores_gemma":[0.000383616,0.00007614533,0.0002333389,0.0001855356,0.00004280691,0.00003425293,0.00000636952,8.701677e-8,3.658387e-7,0.07162403,0.9271371,0.0002763945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006187381,0.0005422867,0.0002176766,0.00220733,0.0007418087,0.0008184755,0.0000645713,0.0001719837,0.9952297],"genre_scores_gemma":[0.0001162904,0.0005038835,0.002114495,0.002533481,0.0007895396,0.0002691353,0.00000930131,0.0001087774,0.9935551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9205109,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297919042368383,"score_gpt":0.4094353849106564,"score_spread":0.3564561944869726,"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."}}