{"id":"W4220925367","doi":"10.3389/fdgth.2022.842661","title":"COVID Alert: Factors Influencing the Adoption of Exposure Notification Apps Among Canadian Residents","year":2022,"lang":"en","type":"article","venue":"Frontiers in Digital Health","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Business; Path analysis (statistics); Contact tracing; Internet privacy; Marketing; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005625659,0.0001510567,0.0002246977,0.0004706728,0.0003995999,0.0002404008,0.001075936,0.00004026314,0.00000339032],"category_scores_gemma":[0.0002263689,0.0001439656,0.00006723093,0.0009600853,0.0000614313,0.001633464,0.0002387514,0.0003093976,0.000002252189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641625,"about_ca_system_score_gemma":0.002150796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06358474,"about_ca_topic_score_gemma":0.0343108,"domain_scores_codex":[0.9979951,0.00009928006,0.0005202735,0.0003946756,0.0005242594,0.0004664072],"domain_scores_gemma":[0.9986189,0.0001142519,0.0002804505,0.0006081678,0.00005356882,0.0003246851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001368987,0.00004939518,0.9555482,0.000100833,0.00001123623,0.000009054761,0.009482776,0.004259324,0.000004285757,0.001369835,0.002749563,0.02640183],"study_design_scores_gemma":[0.000309395,0.0001945111,0.9852889,0.00007821875,0.000002089395,0.00000378059,0.004319741,0.004993226,0.00003633994,0.001948939,0.002583493,0.0002413909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662626,0.0004218689,0.02938644,0.001329927,0.001091448,0.0006735717,0.0001051154,0.00008869312,0.0006403632],"genre_scores_gemma":[0.9985319,0.000007897647,0.0004228987,0.0008380041,0.0000150712,0.00003234667,0.0000545624,0.00001366927,0.00008363952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03226934,"threshold_uncertainty_score":0.9833105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912647566389339,"score_gpt":0.2516775121153186,"score_spread":0.2325510364514252,"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."}}