{"id":"W4390610605","doi":"10.1080/13683500.2023.2293217","title":"News media coverage of hurricane events and Caribbean tourism: a critical analysis of the last 40 years","year":2024,"lang":"en","type":"article","venue":"Current Issues in Tourism","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Research Chairs","keywords":"Tourism; Framing (construction); Sensationalism; Destinations; Livelihood; Stakeholder; Misrepresentation; Advertising; Media coverage; Political science; Marketing; Business; Geography; Public relations; Sociology; Media studies; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005090387,0.0003543948,0.0004159965,0.02340383,0.00185127,0.005172178,0.0003357743,0.000707952,0.00204243],"category_scores_gemma":[0.03824953,0.0002551918,0.0003524091,0.0190173,0.00154927,0.003513162,0.001694131,0.0008077191,0.0002966436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278609,"about_ca_system_score_gemma":0.003586151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116247,"about_ca_topic_score_gemma":0.04005279,"domain_scores_codex":[0.997059,0.0009081558,0.0005098885,0.0001994078,0.001032201,0.0002914392],"domain_scores_gemma":[0.9102823,0.05568823,0.01477948,0.0009088552,0.01698308,0.001357994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006698525,0.0001684856,0.2462885,0.01618655,0.000333426,0.004046049,0.4314615,0.000173836,0.004112002,0.003332612,0.03390929,0.2593179],"study_design_scores_gemma":[0.00001215709,0.0001676869,0.5646669,0.01020131,0.000331212,0.001017004,0.2983688,0.0002335713,0.001028069,0.0003210033,0.1235785,0.00007373253],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910181,0.04437155,0.0004502829,0.01024521,0.0009561169,0.0004117083,0.006679446,0.00003811061,0.02666639],"genre_scores_gemma":[0.9279698,0.05810886,0.001223331,0.002430205,0.001662523,0.0005035976,0.004140072,0.00007831162,0.003883288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340383,"threshold_uncertainty_score":0.04207861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016567036104596,"score_gpt":0.3059284120279173,"score_spread":0.2857627416668713,"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."}}