{"id":"W4366200966","doi":"10.32920/22647046.v1","title":"Discourses of Fear in Online News Media: Implications for Perceived Risk of Travel","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Framing (construction); Tourism; News media; Scholarship; Advertising; Context (archaeology); Narrative; Political science; Thematic analysis; Social media; Public relations; Sociology; Media studies; Business; Geography; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006385449,0.0009145348,0.0005437386,0.006446511,0.01627227,0.01814296,0.00161758,0.002710869,0.003847095],"category_scores_gemma":[0.01850725,0.0004104346,0.0005402335,0.004275546,0.02657539,0.009424908,0.00704276,0.004132531,0.0001839311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02992772,"about_ca_system_score_gemma":0.01625453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3436629,"about_ca_topic_score_gemma":0.2375133,"domain_scores_codex":[0.9945915,0.00252226,0.0001788103,0.0003610747,0.001571349,0.0007749376],"domain_scores_gemma":[0.9818401,0.01335812,0.001619016,0.0003314328,0.001956108,0.000895259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004159963,0.0000247902,0.003158109,0.0001397405,0.00001027252,0.0004008132,0.9503201,0.00008279105,0.0002406917,0.03907482,0.001144015,0.005362244],"study_design_scores_gemma":[0.000006286407,0.00001364901,0.004595825,0.0003177398,0.00001998946,0.0001357239,0.9667367,0.0001841847,0.0002099417,0.005245109,0.02250009,0.00003475578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955368,0.005459588,0.002978873,0.0296248,0.0005024002,0.0001022234,0.0002130774,0.00004407256,0.1655382],"genre_scores_gemma":[0.9950861,0.001451386,0.0003157395,0.0006502593,0.00009110242,0.00002783556,0.00003675843,0.00001635345,0.002324447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3436629,"threshold_uncertainty_score":0.6833252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148837603843013,"score_gpt":0.4279490961695802,"score_spread":0.3130653357852789,"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."}}