{"id":"W4403473917","doi":"10.1177/21676968241292110","title":"Communicating about COVID-19 Vaccines: A Qualitative Study on Preferences, attitudes, and Influences on Canadian Post-secondary Student Decisions to Get Vaccinated","year":2024,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Social psychology; Medicine; Virology; Sociology; Infectious disease (medical specialty); 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":[0.006811292,0.0005635018,0.0007279366,0.001547498,0.01498991,0.004167008,0.001650652,0.001554466,0.004012728],"category_scores_gemma":[0.01098195,0.000590074,0.0004410981,0.001801762,0.006928322,0.001719366,0.003548118,0.003214173,0.0003914915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02065617,"about_ca_system_score_gemma":0.02629074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6303833,"about_ca_topic_score_gemma":0.7080432,"domain_scores_codex":[0.9948806,0.001692571,0.0001331536,0.0002925298,0.0006808811,0.002320227],"domain_scores_gemma":[0.9887676,0.005294763,0.0008294187,0.0001742997,0.001842293,0.003091573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003649367,0.00006559752,0.009163072,0.00005225877,0.000002550067,0.0003323796,0.9867785,0.00001265093,0.0004865681,0.0002375913,0.0003128281,0.002519544],"study_design_scores_gemma":[0.000002786389,0.00004871146,0.004967899,0.00005180484,0.000003134029,0.00004978437,0.9918734,0.00003540922,0.0001276609,0.00003123446,0.002796264,0.00001179588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958544,0.0001570622,0.0001660655,0.0008575378,0.00002525487,0.00008945169,0.0001035675,0.000006153336,0.002740566],"genre_scores_gemma":[0.9961165,0.0003324351,0.0001855036,0.0005999038,0.00001371067,0.00007203112,0.00005812556,0.000009102891,0.002612684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696167,"threshold_uncertainty_score":0.7435869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906267831081346,"score_gpt":0.4254737325425824,"score_spread":0.376411054231769,"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."}}