{"id":"W1971431871","doi":"10.1007/s10879-007-9068-7","title":"Client Uncertainty and the Process of Change in Psychotherapy: The Impact of Individual Differences in Self-concept Clarity and Intolerance of Uncertainty","year":2008,"lang":"en","type":"article","venue":"Journal of Contemporary Psychotherapy","topic":"Mental Health Research Topics","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"CLARITY; Psychology; Action (physics); Psychotherapist; Process (computing); Social psychology; Order (exchange); Cognitive psychology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741872,0.0002321068,0.0009310427,0.0003193415,0.00006010072,0.00001223842,0.0005989139,0.0001621872,0.0001038785],"category_scores_gemma":[0.0000181962,0.000121978,0.000161823,0.0005246998,0.001079458,0.0002067732,0.00001122697,0.0007123259,1.507702e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114621,"about_ca_system_score_gemma":0.0003258327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287965,"about_ca_topic_score_gemma":0.0002883196,"domain_scores_codex":[0.9962179,0.001238809,0.001398613,0.0002339607,0.0006085868,0.000302136],"domain_scores_gemma":[0.9973004,0.0006535134,0.00139476,0.0003441555,0.0001935297,0.0001136307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01271535,0.001410831,0.7728633,0.0001464649,0.0003965895,0.00001727441,0.1917138,0.00002386041,0.00008658782,0.00131016,0.000356324,0.01895949],"study_design_scores_gemma":[0.01537266,0.002408905,0.9712093,0.0003788251,0.000007841822,0.00007374319,0.00260372,0.0002008488,0.00004428721,0.007388711,0.0001790759,0.0001320173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973134,0.02311648,0.00001921647,0.002062235,0.0001848362,0.001100044,0.00004058088,0.000003568788,0.0003390094],"genre_scores_gemma":[0.9889959,0.01039297,0.00004836968,0.0003876672,0.0000964144,0.00004293476,0.000001275433,0.00001644522,0.00001803443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198346,"threshold_uncertainty_score":0.497412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316693641840326,"score_gpt":0.4316337809626118,"score_spread":0.2999644167785793,"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."}}