{"id":"W4404356996","doi":"10.1016/j.beth.2024.11.001","title":"“Warning—This Content May Trigger Temporary Discomfort, Which Is Expected and Manageable”: The Effect of Modified Trigger-Warning Language on Reactions to Emotionally Provocative Content","year":2024,"lang":"en","type":"article","venue":"Behavior Therapy","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Acadia University; Grand Valley State University","keywords":"Psychology; Content (measure theory); Warning signs; Audiology; Cognitive psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795041,0.0001931648,0.0002498108,0.0001714194,0.000513337,0.0001495879,0.0002176543,0.00008480075,0.0003284324],"category_scores_gemma":[0.000122137,0.0001227355,0.0001227556,0.0004655593,0.0001841616,0.0001847092,0.00002833997,0.0002671855,0.00001406773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009292726,"about_ca_system_score_gemma":0.0001306273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004227409,"about_ca_topic_score_gemma":0.0001432109,"domain_scores_codex":[0.9982828,0.000384707,0.0002995281,0.0003333201,0.0004781673,0.0002214027],"domain_scores_gemma":[0.9987025,0.0007580704,0.0001217868,0.0002278909,0.00009546911,0.00009428796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002270813,0.001418134,0.07465652,0.0002963867,0.001052145,0.00006510833,0.6713544,0.0001045063,0.03592269,0.07365917,0.02302529,0.1161748],"study_design_scores_gemma":[0.006164786,0.007199343,0.3933484,0.001967971,0.0007614768,0.00003818552,0.2513956,0.0001629872,0.02865876,0.002325687,0.3055767,0.002400077],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702153,0.001775878,0.00002093925,0.02171642,0.0004215846,0.001445131,0.0000602753,0.0001056718,0.004238808],"genre_scores_gemma":[0.9817673,0.0003785671,0.00002588199,0.0002955568,0.0002438787,0.0004190164,0.00003477108,0.00002483804,0.0168102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199588,"threshold_uncertainty_score":0.6390606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549018010633247,"score_gpt":0.3996298262579684,"score_spread":0.2447280251946437,"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."}}