{"id":"W2161329564","doi":"10.1177/2054270414533323","title":"Witnessing images of extreme violence: a psychological study of journalists in the newsroom","year":2014,"lang":"en","type":"article","venue":"JRSM Open","topic":"Mental Health via Writing","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Canada Research Chairs; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology; Anxiety; Witness; Beck Depression Inventory; Beck Anxiety Inventory; Scale (ratio); Journalism; Applied psychology; Social psychology; Clinical psychology; Psychiatry; Advertising; Political science","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":[0.002779934,0.0001060991,0.0003348642,0.00007712149,0.00007507822,0.00003923762,0.001017677,0.00006630601,0.0004368757],"category_scores_gemma":[0.0000991933,0.00007009579,0.00003250352,0.0002708615,0.00008373447,0.0001115211,0.0001711604,0.0002720557,0.00002209232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001949705,"about_ca_system_score_gemma":0.00001208848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926918,"about_ca_topic_score_gemma":0.0001890608,"domain_scores_codex":[0.9974505,0.001122502,0.0006544656,0.0002642643,0.000254903,0.0002534162],"domain_scores_gemma":[0.998741,0.0003005971,0.0003710478,0.0004997031,0.00004135651,0.00004630487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005897159,0.005408397,0.7951236,0.00009985956,0.00003156056,0.00007367301,0.02356295,0.000007665894,0.002395624,0.003373978,0.001985824,0.1673472],"study_design_scores_gemma":[0.002704874,0.000936282,0.9727149,0.0003270214,0.00001172059,0.00004772635,0.02068075,0.00001971333,0.0000723045,0.002248164,0.0001408961,0.00009562948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656286,0.0001179843,0.00006837249,0.000373484,0.0001978703,0.0008459766,0.000002060247,0.00000591018,0.03275971],"genre_scores_gemma":[0.9988464,0.000005607645,0.0004131523,0.0004899205,0.00007370769,0.0000621764,0.000001028616,0.00001073213,0.00009734205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775914,"threshold_uncertainty_score":0.4783482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759454059052027,"score_gpt":0.4858198617476373,"score_spread":0.3098744558424346,"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."}}