{"id":"W2802758373","doi":"10.7202/1044935ar","title":"Not all Natural Disasters are Covered Equal: A Focus on Canadian Media","year":2018,"lang":"en","type":"article","venue":"Revue Gouvernance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Liberian dollar; Media coverage; Government (linguistics); Advertising; Political science; Business; Geography; Media studies; Finance; Sociology; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002233734,0.0001324944,0.000154834,0.00006963524,0.0003610541,0.0001154156,0.0005859052,0.00007239553,0.0001769717],"category_scores_gemma":[0.000266623,0.0001259879,0.0000638477,0.0002718051,0.0003908659,0.000249341,0.00005090328,0.0001267903,0.0005466093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537397,"about_ca_system_score_gemma":0.0001428213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09823326,"about_ca_topic_score_gemma":0.8596352,"domain_scores_codex":[0.9984943,0.0000795485,0.0001527125,0.0003286557,0.0003742997,0.0005705345],"domain_scores_gemma":[0.9991838,0.0000873126,0.0001433086,0.0002678029,0.00005934457,0.0002584355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002788143,0.0002305385,0.05746502,0.0001421426,0.0001790512,0.000473373,0.179191,0.00006111159,0.0002272004,0.3189301,0.3238193,0.1190022],"study_design_scores_gemma":[0.0004630032,0.0001027496,0.04685546,0.0003526988,0.00002430342,9.867847e-7,0.005560516,0.0001062542,0.0001725091,0.002129904,0.9437354,0.0004962137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6774712,0.0003136828,0.00005037404,0.01836533,0.006507669,0.0006261111,0.0001128496,0.0001454791,0.2964073],"genre_scores_gemma":[0.9839233,0.00009925464,0.00004406389,0.001527813,0.0008489428,0.00001451043,0.000003666602,0.00001306964,0.01352535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.761402,"threshold_uncertainty_score":0.9077717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731213548995281,"score_gpt":0.2771783378312585,"score_spread":0.2498662023413057,"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."}}