{"id":"W4280620383","doi":"10.1093/pnasnexus/pgac031","title":"Minimal effects from injunctive norm and contentiousness treatments on COVID-19 vaccine intentions: evidence from 3 countries","year":2022,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Economic and Social Research Council; University of Toronto; Dartmouth College; National Science Foundation","keywords":"Vaccination; Public opinion; Coronavirus disease 2019 (COVID-19); Norm (philosophy); Psychology; Social norms approach; Social psychology; Survey data collection; Public health; Salient; Affect (linguistics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Medicine; Virology; Law; Infectious disease (medical specialty); Politics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01859795,0.0007192694,0.001298839,0.0005953977,0.001337548,0.002043922,0.001383612,0.00191358,0.006948472],"category_scores_gemma":[0.04914037,0.0009987649,0.002575874,0.0006086247,0.00406371,0.001791106,0.002810582,0.002278724,0.0005948855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030423,"about_ca_system_score_gemma":0.0009484022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022304,"about_ca_topic_score_gemma":0.008470052,"domain_scores_codex":[0.971355,0.02382182,0.0009641786,0.001946191,0.0009158315,0.0009969883],"domain_scores_gemma":[0.8192515,0.1361521,0.02460517,0.0142463,0.002281317,0.003463605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2583539,0.05057108,0.5520885,0.003044582,0.01325499,0.0006050315,0.01542724,0.007346042,0.0177429,0.007406581,0.002486241,0.07167301],"study_design_scores_gemma":[0.01167491,0.05066741,0.8971568,0.0004800283,0.008090994,0.0001289387,0.005694922,0.006249303,0.01071437,0.003872868,0.004977886,0.0002916467],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997242,0.0002258188,0.0003052776,0.0001421561,0.00002426822,0.00009669526,0.0001911248,0.000007324277,0.00176535],"genre_scores_gemma":[0.9978349,0.0001448937,0.0005542839,0.0002423697,0.00001608313,0.000284268,0.0002557735,0.000007169098,0.0006603407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859795,"threshold_uncertainty_score":0.09835649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625229426138456,"score_gpt":0.323374902559934,"score_spread":0.2871226082985494,"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."}}