{"id":"W4387216554","doi":"10.1177/19485506231191084","title":"Personality and Lifetime Need Frustration: A Person-Centered Perspective on Interpersonal Problems and Personality Pathology","year":2023,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Personality pathology; Frustration; Interpersonal communication; Personality; Trait; Perspective (graphical); Social psychology; Big Five personality traits; Distress; Interpersonal relationship; Clinical psychology; Personality disorders","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001918521,0.0003329272,0.0003450623,0.001166239,0.0006915936,0.001261617,0.0002635218,0.000334358,0.001099172],"category_scores_gemma":[0.004302964,0.0001962174,0.0006373407,0.0006033191,0.0007471103,0.0008946092,0.001173628,0.0009226055,0.00005887607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863917,"about_ca_system_score_gemma":0.0004410073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706264,"about_ca_topic_score_gemma":0.004344504,"domain_scores_codex":[0.9990039,0.0005949641,0.00005649127,0.000104702,0.0001446569,0.00009524763],"domain_scores_gemma":[0.9960136,0.001457019,0.001561307,0.0003584185,0.0002001461,0.0004094303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009290355,0.0001345142,0.9779595,0.00003872759,0.0001278628,0.0001763556,0.009051747,0.0003236971,0.001047602,0.0006606008,0.00008050522,0.01030591],"study_design_scores_gemma":[0.000002937366,0.0001297676,0.9937405,0.00001338486,0.0000219644,0.000250575,0.003909485,0.0008836715,0.0001342826,0.0007015809,0.000201084,0.00001068109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973916,0.00009511296,0.001494988,0.0001328525,0.000005092134,0.00001319072,0.0000348282,0.000004272304,0.000828066],"genre_scores_gemma":[0.9993448,0.00003444882,0.0004918534,0.00002039103,0.000004149985,0.000009442381,0.00001958219,8.453523e-7,0.00007449922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001918521,"threshold_uncertainty_score":0.01014626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108662967552126,"score_gpt":0.3797507974465344,"score_spread":0.2710878298944084,"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."}}