{"id":"W4244184905","doi":"10.26686/wgtn.17005882.v1","title":"The Localisation of Vulnerabilities: The construction of risks and hazards in the coverage of earthquakes in the Seattle Times and the Vancouver Sun","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Disaster risk reduction; Political science; Event (particle physics); Media coverage; Public relations; Geography; Environmental planning; Sociology; Media studies","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":[0.001641868,0.0003542999,0.000212148,0.003069628,0.006038431,0.005257402,0.0005844131,0.0008683449,0.001916809],"category_scores_gemma":[0.007583709,0.000384895,0.0001509984,0.003581635,0.007881004,0.003670381,0.005419608,0.001547013,0.000119276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006284855,"about_ca_system_score_gemma":0.003274339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1036563,"about_ca_topic_score_gemma":0.1809321,"domain_scores_codex":[0.9986355,0.0007991962,0.00006470836,0.00009072063,0.0002073988,0.0002024287],"domain_scores_gemma":[0.9939755,0.003853638,0.0009501114,0.0001727561,0.0005013917,0.0005468262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002214431,0.000007824754,0.01471244,0.0001148866,0.000007020067,0.001116765,0.9769857,0.00004991719,0.0002338357,0.002172223,0.0006579321,0.003919425],"study_design_scores_gemma":[8.016012e-7,0.000008220397,0.01935495,0.0001171381,0.000005103138,0.0001469568,0.9744818,0.00002395766,0.00005364397,0.0002629096,0.005537231,0.000007256758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862206,0.0005934347,0.0002045413,0.001472129,0.00003138513,0.00002277554,0.00006314676,0.000004197446,0.01138772],"genre_scores_gemma":[0.9975957,0.0007210095,0.0001422199,0.000132385,0.00001208311,0.00001962562,0.00004239194,0.000008186452,0.001326353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8963437,"threshold_uncertainty_score":0.2061059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417146235866967,"score_gpt":0.2916309472303595,"score_spread":0.2774594848716899,"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."}}