{"id":"W1556946924","doi":"10.1002/9781119960027.ch6","title":"The Vulnerable Self‐Theme","year":2011,"lang":"en","type":"other","venue":"","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Theme (computing); Self; Psychoanalysis; Psychology; Social psychology; Computer science; World Wide Web","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":[0.001143698,0.0003445218,0.0002338645,0.0006645993,0.002279545,0.003583373,0.0006030929,0.001015045,0.01430172],"category_scores_gemma":[0.002101815,0.0001896221,0.0002196466,0.0005450895,0.003179067,0.004145909,0.003503119,0.002964579,0.002153657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455983,"about_ca_system_score_gemma":0.001894654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525676,"about_ca_topic_score_gemma":0.004168229,"domain_scores_codex":[0.9990919,0.0002949128,0.00002573805,0.00009074772,0.0004063538,0.00009035419],"domain_scores_gemma":[0.9992052,0.000335542,0.00006888188,0.00005844943,0.0001730434,0.0001589028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006799686,0.0001474943,0.003043067,0.0005176262,0.000008922437,0.0009548526,0.2231742,0.00009557504,0.005984014,0.3283623,0.1394958,0.2981482],"study_design_scores_gemma":[0.000003735432,0.00003270319,0.006250917,0.0006465384,0.000005710855,0.001773547,0.0691154,0.0001413854,0.001644076,0.02474978,0.8956195,0.00001663769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06320635,0.008724757,0.0173308,0.0229424,0.002858502,0.00025601,0.0001657158,0.0003113873,0.8842041],"genre_scores_gemma":[0.3725663,0.008742004,0.01528159,0.006683928,0.0005892305,0.0003507467,0.0002715945,0.0005107833,0.5950039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01430172,"threshold_uncertainty_score":0.04784399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683601663234085,"score_gpt":0.3334330522947636,"score_spread":0.3065970356624227,"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."}}