{"id":"W7117124545","doi":"10.1177/20542704251406052","title":"Geographical differences in the stress and distress of climate change journalists: An observational study","year":2025,"lang":"en","type":"article","venue":"JRSM Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Reuters Institute for the Study of Journalism, University of Oxford","keywords":"Observational study; Distress; Climate change; Stress (linguistics); Inequality; Heat stress","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007302897,0.0002364136,0.0003560126,0.000984112,0.0007031732,0.0007078632,0.000328682,0.0005381805,0.00121486],"category_scores_gemma":[0.003576266,0.0003992477,0.0004059318,0.001583946,0.000480718,0.000850359,0.0007492476,0.0005504322,0.0002793611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104068,"about_ca_system_score_gemma":0.0003767178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005604076,"about_ca_topic_score_gemma":0.008124243,"domain_scores_codex":[0.9991068,0.0003780667,0.0001031682,0.0001482501,0.0001211123,0.0001426113],"domain_scores_gemma":[0.9970095,0.0005751088,0.001505645,0.0001747121,0.0001946825,0.0005402941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006158435,0.00008220888,0.9984535,0.00001631031,0.00003252341,0.00008059307,0.0006114139,0.00001118684,0.00009222321,0.000005893001,0.00005929902,0.0004933468],"study_design_scores_gemma":[0.000007187833,0.0001730227,0.9975956,0.000007121022,0.00001300398,0.0001947609,0.00181143,0.00002974575,0.00001654014,0.0000081877,0.0001392935,0.000004091982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999401,0.0001086303,0.00004578829,0.00002242085,0.00000366498,0.00001677365,0.0001766875,0.000001143307,0.0002239308],"genre_scores_gemma":[0.9993551,0.0001459095,0.0001050434,0.00003482964,0.00001272729,0.00003425756,0.0002480649,9.903021e-7,0.00006300394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005604076,"threshold_uncertainty_score":0.01114291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7597416688055861,"score_gpt":0.5470817766090612,"score_spread":0.2126598921965249,"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."}}