{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002006764,0.000284623,0.0003360039,0.0005728016,0.002086408,0.0004920041,0.0007385561,0.00009916757,0.0003514952],"category_scores_gemma":[0.002492073,0.0002544362,0.00006820006,0.0008878064,0.0000267061,0.0003308492,0.0001629262,0.0005186315,0.00012061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005508609,"about_ca_system_score_gemma":0.001958308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2197704,"about_ca_topic_score_gemma":0.7712026,"domain_scores_codex":[0.9965785,0.001109254,0.0004895476,0.000655492,0.000563224,0.000604017],"domain_scores_gemma":[0.9965478,0.001737072,0.00008765063,0.0004754491,0.0002257838,0.0009263023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000529931,0.0002897001,0.05666926,0.00005720152,0.0001519681,0.00009570469,0.9132161,0.00007216554,0.00001454602,0.004152163,0.003000547,0.02222764],"study_design_scores_gemma":[0.0007002742,0.001101777,0.4620363,0.0006833125,0.00004628842,0.000002184868,0.5115646,0.00001258175,0.000002970115,0.001175891,0.0222384,0.0004354004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823455,0.002567405,0.00002202596,0.008542611,0.0002782941,0.001006088,0.0001001757,0.000208553,0.004929353],"genre_scores_gemma":[0.9956522,0.0004476801,0.0001994532,0.003105342,0.0001167432,0.000110548,0.00001952682,0.00002833495,0.0003201937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5514322,"threshold_uncertainty_score":0.9999908,"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."}}