{"id":"W2075333131","doi":"10.1007/s10879-005-6696-7","title":"Two Distinctive Personality Configurations: Understanding the Therapeutic Context with Suicidal Individuals","year":2005,"lang":"en","type":"article","venue":"Journal of Contemporary Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Personality; Context (archaeology); Psychotherapist; Intervention (counseling); Clinical psychology; Warrant; Social psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011247,0.0003088665,0.0004364667,0.0001721089,0.0003115975,0.000133041,0.0006074362,0.000111468,0.001905839],"category_scores_gemma":[0.000003395578,0.0001849365,0.0002492607,0.0003726126,0.0003812198,0.0003680376,0.000003557442,0.0005669901,0.00002585253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192191,"about_ca_system_score_gemma":0.0001899099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005446844,"about_ca_topic_score_gemma":0.00007723631,"domain_scores_codex":[0.9977078,0.0003935675,0.0008248191,0.0002979217,0.0004682286,0.0003076695],"domain_scores_gemma":[0.9975957,0.0004349112,0.001068546,0.0005464941,0.0002167703,0.0001375549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003610835,0.001465564,0.01946535,0.000007429981,0.002468384,0.00001947401,0.0208365,0.00001513019,0.002454426,0.8671679,0.05280336,0.02968559],"study_design_scores_gemma":[0.01555595,0.002599606,0.03195347,0.000151296,0.0001421539,0.0007812761,0.02240762,0.00005401293,0.0005192822,0.1228123,0.8021352,0.0008878674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06573895,0.01509586,0.7194206,0.06384197,0.0007407931,0.00194711,0.0001017618,0.0001708529,0.1329421],"genre_scores_gemma":[0.9891014,0.0001774424,0.0008647703,0.008050519,0.0007047618,0.00009347367,0.000004881286,0.0000578446,0.0009449687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9233624,"threshold_uncertainty_score":0.9990066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09705469890406647,"score_gpt":0.3761828390881589,"score_spread":0.2791281401840924,"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."}}