{"id":"W6921865911","doi":"10.7939/r3-640v-2w68","title":"Canadians’ Anti-Masking Attitudes on Twitter During the First Wave of the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Pandemic; Face (sociological concept); Public health; Masking (illustration); Public opinion; Social distance","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":[0.001743663,0.0002890186,0.0003585276,0.001350172,0.01357808,0.004546968,0.0006542014,0.0009272511,0.006621305],"category_scores_gemma":[0.006473667,0.0002449758,0.0002926178,0.002756211,0.003003148,0.001413416,0.001842896,0.001524596,0.0005830926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03666823,"about_ca_system_score_gemma":0.03670908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98626,"about_ca_topic_score_gemma":0.9908042,"domain_scores_codex":[0.998557,0.0002049425,0.00003820745,0.0001485663,0.0005675339,0.0004836916],"domain_scores_gemma":[0.9960331,0.0008138149,0.000457139,0.00009686621,0.001753419,0.0008456282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003310406,0.00007016486,0.1335371,0.0002809472,0.00003608331,0.0004205361,0.7882449,0.0001795179,0.001755655,0.003208095,0.03485634,0.03707954],"study_design_scores_gemma":[0.00001429251,0.0000498693,0.2019727,0.0002351485,0.00003549047,0.00006910579,0.7219291,0.0002573814,0.0003666288,0.0002111046,0.07475612,0.000103068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516492,0.0006580602,0.0001955393,0.01207145,0.0001386634,0.00006253721,0.001698979,0.00002846131,0.03349711],"genre_scores_gemma":[0.9855248,0.0008714348,0.0001805847,0.002157569,0.0000377847,0.00002549008,0.0004773134,0.00002125016,0.0107037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03666823,"threshold_uncertainty_score":0.2660479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626153770268347,"score_gpt":0.2256301870900562,"score_spread":0.2093686493873727,"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."}}