{"id":"W4309319615","doi":"10.1386/ajr_00106_7","title":"The ‘digital death knock’: Australian journalists’ use of social media in reporting everyday tragedy","year":2022,"lang":"en","type":"article","venue":"Australian Journalism Review","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Sensationalism; Journalism; Social media; Grief; Tragedy (event); Political science; Media studies; Publication; Phone; Public relations; Criminology; Sociology; Law; Social science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01492494,0.0003008291,0.0003209656,0.003308521,0.009549562,0.009158322,0.001112951,0.002136099,0.002439665],"category_scores_gemma":[0.0681911,0.0008358048,0.000316887,0.002866549,0.007581406,0.006344367,0.008951883,0.002710723,0.0004581921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880774,"about_ca_system_score_gemma":0.003990246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290396,"about_ca_topic_score_gemma":0.04602428,"domain_scores_codex":[0.9793434,0.01438317,0.001207244,0.000775847,0.003432483,0.0008577788],"domain_scores_gemma":[0.9149715,0.05259789,0.01773194,0.003478654,0.006506494,0.004713486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000458405,0.00005817473,0.02551498,0.0005312601,0.0000283617,0.0009926399,0.9392568,0.00002451656,0.001098739,0.001173768,0.003246261,0.02802859],"study_design_scores_gemma":[0.00001299482,0.0002079254,0.1010322,0.001018536,0.00004938053,0.002270702,0.8151613,0.0002108311,0.0006376716,0.0009106263,0.07838434,0.0001034809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588757,0.002991101,0.0008912385,0.01252867,0.0003453821,0.0001496129,0.00007999779,0.00004560684,0.02409257],"genre_scores_gemma":[0.9869343,0.003680341,0.001530909,0.004021757,0.0002449759,0.0001014877,0.00004058148,0.00002946659,0.00341625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290396,"threshold_uncertainty_score":0.07893151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1844555754359753,"score_gpt":0.4114037777405873,"score_spread":0.226948202304612,"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."}}