{"id":"W1966155045","doi":"10.1016/j.jocrd.2014.02.002","title":"Unwanted intrusive thoughts: Cultural, contextual, covariational, and characterological determinants of diversity","year":2014,"lang":"en","type":"article","venue":"Journal of Obsessive-Compulsive and Related Disorders","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Psychology; Dysfunctional family; Diversity (politics); Context (archaeology); Interpretation (philosophy); Cognition; Vulnerability (computing); Intrusion; Social psychology; Personality; Population; TRACE (psycholinguistics); Perspective (graphical); Relation (database); Clinical psychology; Sociology; History; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.0004643929,0.0004518891,0.001127984,0.0003942823,0.0004622212,0.00005478672,0.0004460394,0.000414997,0.0003052452],"category_scores_gemma":[0.0005912495,0.0003417318,0.0002878821,0.0004068644,0.001067304,0.0005181648,0.000363318,0.0007583105,0.00001684243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735783,"about_ca_system_score_gemma":0.00005861016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006890747,"about_ca_topic_score_gemma":0.00002449214,"domain_scores_codex":[0.9967422,0.0006389176,0.001185051,0.0005030671,0.0004539388,0.000476755],"domain_scores_gemma":[0.9958224,0.0008330985,0.002193309,0.0002566005,0.0006197707,0.0002747734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003874116,0.002298233,0.8544862,0.0002371008,0.003592908,0.0004176472,0.03434248,0.0002021775,0.003151036,0.01484285,0.003433017,0.07912225],"study_design_scores_gemma":[0.01048859,0.002118991,0.9617947,0.0002957168,0.0005311385,0.0005201538,0.01015148,0.0005359835,0.0001836103,0.01132569,0.001438259,0.0006157244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922641,0.003015366,0.000586241,0.001020527,0.001254581,0.000348926,0.00003362576,0.0000275615,0.001449098],"genre_scores_gemma":[0.9974331,0.001693694,0.0002682458,0.0003051139,0.0001282018,0.000004207714,0.0000153306,0.00003078212,0.000121337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073085,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553136142791323,"score_gpt":0.2882140973435834,"score_spread":0.2726827359156702,"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."}}