{"id":"W4238727827","doi":"10.32920/ryerson.14663622.v1","title":"Whose lives are important?: A media analysis of the 2010 Haiti and Pakistan disasters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Flood myth; Ideology; Political science; Media coverage; Position (finance); Power (physics); Humanitarian crisis; Humanitarian aid; Public relations; Emergency management; News media; Media studies; Politics; Development economics; History; Sociology; Business; Law","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":[0.001498895,0.0003924735,0.0002040181,0.004249477,0.005407298,0.005434307,0.0005588096,0.0008709269,0.003443982],"category_scores_gemma":[0.006223469,0.0002608355,0.0001774006,0.006582683,0.002041124,0.003332375,0.001888094,0.001611301,0.0006041129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006493823,"about_ca_system_score_gemma":0.003756457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2457067,"about_ca_topic_score_gemma":0.3289607,"domain_scores_codex":[0.9992788,0.0001764492,0.00003423345,0.00005476216,0.0001963757,0.0002593047],"domain_scores_gemma":[0.992977,0.003270745,0.001355855,0.0001092013,0.001615774,0.0006714753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003278255,0.0001948602,0.2179703,0.0004014511,0.00004384981,0.002214908,0.7234758,0.00009327375,0.0007046002,0.00290729,0.01656405,0.03510192],"study_design_scores_gemma":[0.000005895118,0.00003399375,0.2226997,0.0001527309,0.00002452673,0.0001778223,0.7583387,0.0001193023,0.0001716245,0.0001230953,0.01813049,0.000022195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715824,0.0007245034,0.00011193,0.004244095,0.00007711662,0.00008423416,0.00152625,0.000009178787,0.02164037],"genre_scores_gemma":[0.9934614,0.001885708,0.0001598457,0.0008094004,0.0001228828,0.00005535248,0.0008614379,0.0000185362,0.002625374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457067,"threshold_uncertainty_score":0.488553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034172986165138,"score_gpt":0.301449659946137,"score_spread":0.2811079300844856,"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."}}