{"id":"W2953402588","doi":"","title":"Incremental Theories of Depression Predict Greater Endorsement of Psychotherapies","year":2017,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Psychology; Depression (economics); Psychotherapist; Psychoanalysis; Cognitive psychology; Economics; Keynesian economics","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":[0.002120551,0.000155542,0.0002888529,0.0004450098,0.0008655313,0.00006483095,0.001620777,0.000112712,0.0014452],"category_scores_gemma":[0.00008228348,0.0001434217,0.00008408541,0.0001855675,0.001177394,0.0002947128,0.001051608,0.0004392135,0.00002893281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033166,"about_ca_system_score_gemma":0.00006594033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414744,"about_ca_topic_score_gemma":0.00006505349,"domain_scores_codex":[0.9969237,0.0001585777,0.0002813263,0.0004467188,0.001538275,0.000651414],"domain_scores_gemma":[0.9983293,0.00008794497,0.0002774189,0.0005273531,0.0005678711,0.0002100845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579389,0.0005886169,0.9295337,0.0003419446,0.0002254384,0.00002921419,0.01552587,7.047657e-8,0.00701966,0.03369992,0.003876177,0.007580005],"study_design_scores_gemma":[0.003358542,0.001310222,0.9107397,0.0002824273,0.00002097179,0.000005072672,0.0493269,0.00000434041,0.02098333,0.0009094642,0.01289097,0.00016809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8592781,0.00008837682,0.00001081275,0.000402599,0.0001374827,0.0009356721,0.0000391533,0.00002225432,0.1390855],"genre_scores_gemma":[0.9895868,0.0001516917,0.00015145,0.00001105057,0.00006771875,0.00001259243,0.000002564992,0.00001628009,0.009999856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303087,"threshold_uncertainty_score":0.9994676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638361657786118,"score_gpt":0.4801433624306173,"score_spread":0.3163071966520055,"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."}}