{"id":"W4390673193","doi":"10.4081/ripppo.2023.710","title":"Virtue, well-being, and mentalized affectivity","year":2024,"lang":"en","type":"article","venue":"Research in Psychotherapy Psychopathology Process and Outcome","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtue; Negative affectivity; Psychology; Construct (python library); Mood; Scale (ratio); Alexithymia; Social psychology; Virtue ethics; Personality; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137714,0.0002573275,0.0004731218,0.0006882912,0.0001300729,0.0001026127,0.0001115039,0.0001904736,0.0001547617],"category_scores_gemma":[0.00001489789,0.0001930956,0.00007087665,0.0006845831,0.0003837446,0.0001545546,0.00001628847,0.0005602246,0.00004670329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004198074,"about_ca_system_score_gemma":0.00004649281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002249036,"about_ca_topic_score_gemma":0.00001795306,"domain_scores_codex":[0.9977339,0.0002213209,0.0003445209,0.0007862146,0.0003689598,0.0005450666],"domain_scores_gemma":[0.9991628,0.0002102895,0.00003112398,0.0003313907,0.00004366315,0.0002207457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001742983,0.001405736,0.8951712,0.00180835,0.0002353816,0.0008402044,0.003848846,2.094423e-7,0.002279862,0.01395186,0.0006347449,0.07808065],"study_design_scores_gemma":[0.02217262,0.003451476,0.3773524,0.003887529,0.00007717239,0.001908555,0.001357299,0.00102338,0.0003288653,0.5671746,0.02043035,0.0008357732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584193,0.01038503,0.0001946906,0.005329568,0.0004108872,0.0009738136,0.000005006658,0.0001029795,0.0241787],"genre_scores_gemma":[0.9887621,0.008592564,0.0002504122,0.0007088684,0.0000787562,0.0002590917,0.000005602303,0.00005412179,0.00128844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5532227,"threshold_uncertainty_score":0.787421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081099323492783,"score_gpt":0.4500102602063402,"score_spread":0.4091992669714123,"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."}}