{"id":"W7133283271","doi":"","title":"2023 Travellers’ Risk Perceptions, Attitudes and Preferences Report","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public opinion; Globe; Agency (philosophy); Public health; Focus group; Risk perception; Perception","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":[0.001509861,0.0001597288,0.0001781376,0.0008925598,0.001828817,0.001590151,0.0003700067,0.0003525176,0.0170066],"category_scores_gemma":[0.00457483,0.00009891909,0.0003312616,0.001253319,0.0005653703,0.0004765445,0.0005995907,0.0005127828,0.002148558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005239821,"about_ca_system_score_gemma":0.009605858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8332623,"about_ca_topic_score_gemma":0.8556177,"domain_scores_codex":[0.9987249,0.0001271576,0.00006092268,0.00007608845,0.0006746746,0.00033621],"domain_scores_gemma":[0.9967188,0.0002977074,0.0004532345,0.0001098394,0.001887032,0.0005332016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003231758,0.000270109,0.7969931,0.0005827901,0.00007417407,0.000380861,0.02845295,0.0001879856,0.001468481,0.0008656571,0.0502778,0.120123],"study_design_scores_gemma":[0.00002390847,0.0001469823,0.8903125,0.0003234069,0.0000566297,0.0001895038,0.05111847,0.0002232387,0.0006629784,0.0001640862,0.056717,0.00006139743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8949696,0.0007490579,0.0004808375,0.002972976,0.00009115095,0.0003948026,0.01556234,0.00007364304,0.08470545],"genre_scores_gemma":[0.9741108,0.0008309573,0.0007216625,0.0008071969,0.00003164689,0.0002021683,0.004715831,0.00002245389,0.01855729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8332623,"threshold_uncertainty_score":0.3354393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304814617033037,"score_gpt":0.2540774708153409,"score_spread":0.2410293246450106,"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."}}