{"id":"W4415674482","doi":"10.53841/bpsptr.2025.31.2.111","title":"Trigger warning: Trigger warnings don’t work","year":2025,"lang":"en","type":"article","venue":"Psychology Teaching Review","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Distressing; Mental health; Harm; Intervention (counseling); Statement (logic); Psychological intervention; Work (physics); EXPOSE; Ethical issues","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01365912,0.0007512502,0.000966898,0.00113979,0.001108719,0.002733853,0.001646656,0.00610058,0.02435339],"category_scores_gemma":[0.07341785,0.0004495873,0.0015614,0.0007817757,0.002257113,0.004884205,0.001986793,0.004195575,0.009160962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050498,"about_ca_system_score_gemma":0.003631415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587518,"about_ca_topic_score_gemma":0.002754161,"domain_scores_codex":[0.9893954,0.005591267,0.001379366,0.0005434898,0.002682504,0.0004078433],"domain_scores_gemma":[0.9575036,0.03286054,0.004312692,0.001501162,0.002944157,0.0008777613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006228149,0.0003037206,0.001338491,0.02704872,0.0002524854,0.0004340036,0.002951637,0.0001861968,0.001519201,0.01725264,0.2293866,0.7187036],"study_design_scores_gemma":[0.0004115732,0.0007151125,0.003315795,0.03554979,0.0004598451,0.002164601,0.002411649,0.0003233383,0.00276346,0.01298498,0.9387969,0.0001030266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0455338,0.354205,0.1096946,0.2377617,0.05318298,0.00361791,0.003219963,0.009818339,0.1829657],"genre_scores_gemma":[0.2634815,0.2842907,0.1299833,0.2030199,0.008019715,0.004779202,0.002200181,0.002446867,0.1017786],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02435339,"threshold_uncertainty_score":0.08147019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.069999591113321,"score_gpt":0.4918882322522576,"score_spread":0.4218886411389366,"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."}}