{"id":"W2996339863","doi":"","title":"Exploration and Change: Treating Interpersonal Problems","year":2017,"lang":"en","type":"article","venue":"","topic":"Psychological Treatments and Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interpersonal communication; Psychology; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006213711,0.00007519215,0.00007942125,0.00001777237,0.0002290173,0.0001065848,0.00008546709,0.00004344293,0.001051694],"category_scores_gemma":[0.000007498203,0.00005042399,0.00001884593,0.00001019371,0.00004960169,0.0002852841,0.00003806635,0.00004499738,0.0001047966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001167131,"about_ca_system_score_gemma":0.00000114519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948677,"about_ca_topic_score_gemma":0.00002516493,"domain_scores_codex":[0.999526,0.00002141584,0.00007624175,0.0002002091,0.00004896916,0.0001271661],"domain_scores_gemma":[0.9996551,0.00001396812,0.00006910061,0.0002094925,0.000007671714,0.00004463052],"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":[0.00005384493,0.0006110925,0.2905006,0.000008912723,0.0001719568,0.00004446425,0.007326275,7.605254e-8,0.0002643819,0.0435043,0.002888152,0.654626],"study_design_scores_gemma":[0.001834084,0.0004360002,0.9796513,0.00003996934,0.00001867373,0.00001523824,0.001552683,0.000112493,0.00002057065,0.01056964,0.005561739,0.0001876048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3670684,0.00009000731,0.002029049,0.003412421,0.0005893708,0.000353067,0.000006573046,0.00007132607,0.6263798],"genre_scores_gemma":[0.9912398,0.00001775448,0.0003741544,0.0002524606,0.0001115547,0.0001475773,0.000004955783,0.000005751177,0.007846002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6891507,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893766124009337,"score_gpt":0.4540271295958982,"score_spread":0.1646505171949645,"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."}}