{"id":"W4406400636","doi":"10.1007/s10892-024-09506-4","title":"Tusian Perfectionism","year":2025,"lang":"en","type":"article","venue":"The Journal of Ethics","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perfectionism (psychology); Psychology; Psychoanalysis; Social psychology; Sociology; Psychotherapist; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00306712,0.00005580434,0.000103703,0.00006504133,0.0005856493,0.00007461139,0.0002321296,0.00008124145,0.0003089526],"category_scores_gemma":[0.0004891118,0.00003107519,0.0000840971,0.00003276521,0.0004950881,0.00007502844,0.00003485487,0.00180738,0.00001716267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713803,"about_ca_system_score_gemma":0.0001781396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000389466,"about_ca_topic_score_gemma":0.0001261057,"domain_scores_codex":[0.9992006,0.0002594532,0.0002188867,0.00003139642,0.0002068089,0.00008287533],"domain_scores_gemma":[0.9982673,0.001103085,0.0001219195,0.0001152706,0.0003647598,0.0000276785],"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":[0.00003019427,0.00002136409,0.000002183166,0.00001503693,0.00004092976,0.000001813537,0.02020611,0.0000127275,0.00006414263,0.978685,0.000520531,0.0003999439],"study_design_scores_gemma":[0.0001111385,0.00005368799,0.00002298682,0.00006462223,0.00004369289,0.000009549492,0.001332155,0.00001536277,0.00007509432,0.8099326,0.1883084,0.00003068709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03107149,0.001254161,0.0007877537,0.2484172,0.003235074,0.00006330664,0.000003531146,0.00001927164,0.7151482],"genre_scores_gemma":[0.9899577,0.000269859,0.00001050811,0.006419202,0.0007815381,2.502734e-7,1.279222e-7,0.000004622994,0.002556158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9588863,"threshold_uncertainty_score":0.7852268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609038762312755,"score_gpt":0.3191832960352347,"score_spread":0.2430929084121071,"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."}}