{"id":"W1944771851","doi":"10.1002/jclp.22085","title":"Anomalies and Specific Functions in the Clinical Identification of Defense Mechanisms","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Notice; Psychology; Identification (biology); Context (archaeology); Process (computing); Inference; Function (biology); Expression (computer science); Defence mechanisms; Affect (linguistics); Cognitive psychology; Social psychology; Computer science; Communication; Artificial intelligence; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00477814,0.0006323318,0.0003617066,0.001945852,0.001913375,0.002397813,0.001053816,0.002611604,0.001334813],"category_scores_gemma":[0.03987059,0.0003708452,0.0002751196,0.0009514173,0.01216419,0.005083482,0.003645786,0.004139858,0.0003319409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502336,"about_ca_system_score_gemma":0.002167545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066488,"about_ca_topic_score_gemma":0.001379506,"domain_scores_codex":[0.99081,0.005823554,0.0007705548,0.0005423702,0.001418162,0.0006352486],"domain_scores_gemma":[0.9918507,0.005407966,0.001079832,0.0007144539,0.0006272527,0.0003197384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002496263,0.000202951,0.0528871,0.000906627,0.00002445705,0.05091378,0.35573,0.001454057,0.02878855,0.293217,0.005163111,0.2104627],"study_design_scores_gemma":[0.00005153715,0.0004235699,0.04728534,0.001918154,0.00005065397,0.3790816,0.1756995,0.006194392,0.01953421,0.2644276,0.1050265,0.0003069649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8229412,0.009681,0.08528999,0.01759386,0.0004010237,0.0004313904,0.00007175766,0.0006583431,0.06293131],"genre_scores_gemma":[0.9712176,0.001593046,0.02423288,0.0007465087,0.00004304399,0.0001173354,0.00002836021,0.00006366933,0.00195752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00477814,"threshold_uncertainty_score":0.02526957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037742214761346,"score_gpt":0.527419588050025,"score_spread":0.3236453665738904,"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."}}