{"id":"W7034568965","doi":"","title":"Trust, Expertise, and Information Sources during the COVID-19 Pandemic in Canada: A National, Longitudinal Survey","year":2022,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Longitudinal study; Population; 2019-20 coronavirus outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001361693,0.0001775487,0.000187853,0.000745354,0.00102048,0.0001789575,0.0005503703,0.0001050058,0.006260516],"category_scores_gemma":[0.0001649878,0.0001946536,0.00004316838,0.001862674,0.0003420597,0.001773704,0.0003134901,0.000243638,0.000004717384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768748,"about_ca_system_score_gemma":0.003752438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7282355,"about_ca_topic_score_gemma":0.9469241,"domain_scores_codex":[0.9986732,0.0002681913,0.0001302215,0.000246477,0.000433469,0.0002484503],"domain_scores_gemma":[0.9991897,0.0002592946,0.0002286552,0.0001327433,0.0000358215,0.0001538271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004427153,0.00001614783,0.7061644,0.00002429846,0.00004861368,0.00002247748,0.004594014,0.00001564468,1.748401e-8,0.004514857,0.2844023,0.0001528894],"study_design_scores_gemma":[0.0003063068,0.00000514151,0.07864233,0.00001216501,0.000007345815,0.00000166488,0.1037898,0.000001106089,3.171408e-8,0.00001033246,0.8170363,0.0001874142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05746653,0.0004073986,0.000009412731,0.001732715,0.0002567933,0.0004167273,0.001896666,0.0002536719,0.9375601],"genre_scores_gemma":[0.2777592,0.0008993273,0.00001679754,0.000898965,0.0001361764,7.317502e-7,0.0009559192,0.00004501177,0.7192879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6275221,"threshold_uncertainty_score":0.9946479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046561156578933,"score_gpt":0.2270779919830279,"score_spread":0.1966123804172386,"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."}}