{"id":"W4390500159","doi":"10.1080/07481187.2023.2300003","title":"An analysis of the Painful and Provocative Events Scale: Some painful and provocative findings","year":2024,"lang":"en","type":"article","venue":"Death Studies","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Varimax rotation; Psychology; Respondent; Scale (ratio); Clinical psychology; Discriminant validity; Linear discriminant analysis; Psychometrics; Developmental psychology; Statistics; Cronbach's alpha; Mathematics","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":[0.000592601,0.0002549805,0.0005830782,0.0002551677,0.0002993173,0.00002932253,0.0001503384,0.00006851089,0.00001902376],"category_scores_gemma":[0.0001565479,0.0001565948,0.0001251656,0.0007092146,0.0004000389,0.0001555523,0.0002043658,0.0001651943,0.000006308195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004073937,"about_ca_system_score_gemma":0.00002214792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001723243,"about_ca_topic_score_gemma":0.000191709,"domain_scores_codex":[0.9984024,0.0002536156,0.0003176974,0.0005331703,0.0002055168,0.0002876528],"domain_scores_gemma":[0.9987704,0.0006326406,0.00009421801,0.0003018731,0.0001498465,0.00005107078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005474448,0.0001207147,0.8070445,0.0001581071,0.01183943,0.00001076822,0.1711665,0.000002308476,0.0001706815,0.00532868,0.00100354,0.003100054],"study_design_scores_gemma":[0.0002865618,0.0002362516,0.9420865,0.00004993891,0.002097931,0.000003219881,0.0517147,0.000131427,0.0002259687,0.002579191,0.0003783891,0.0002099344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739773,0.02335203,0.00002106937,0.001113272,0.0002617158,0.0004842821,0.00006649288,0.00006408016,0.0006597096],"genre_scores_gemma":[0.9974714,0.0009673788,0.00005207285,0.0002779144,0.00006778209,0.0002049752,0.000005685928,0.00001740813,0.0009353965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135042,"threshold_uncertainty_score":0.6385752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196850676047555,"score_gpt":0.3714443934323107,"score_spread":0.3294758866718351,"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."}}