{"id":"W1908212400","doi":"10.1111/risa.12418","title":"Risk Communication, Values Clarification, and Vaccination Decisions","year":2015,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Fonds de Recherche du Québec - Santé; American Cancer Society","keywords":"Vaccination; Risk communication; Sample (material); Psychology; Medicine; Social psychology; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272076,0.00007060492,0.0001671937,0.0002540775,0.0009960261,0.0001025706,0.0002410933,0.00008465917,0.0001571933],"category_scores_gemma":[0.002865322,0.0000669977,0.00009609088,0.001387184,0.00001803606,0.000314726,0.00004138187,0.000130636,0.00006910153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000826434,"about_ca_system_score_gemma":0.00009061489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00692344,"about_ca_topic_score_gemma":0.01519061,"domain_scores_codex":[0.9983624,0.0007866703,0.000228815,0.0001895853,0.0002997067,0.0001328858],"domain_scores_gemma":[0.9982319,0.0004490166,0.0002226946,0.0004460349,0.0004934576,0.0001568461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005231603,0.000038848,0.949812,4.05551e-7,0.0002464867,2.539732e-7,0.01319038,0.0003139011,6.360061e-7,0.006255695,0.01271317,0.01742302],"study_design_scores_gemma":[0.0002313219,0.00001078698,0.9034844,0.00000255906,0.001543523,1.156597e-7,0.005892202,0.002431445,0.000006035368,0.05978843,0.02648628,0.000122916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374427,0.006455848,0.04083727,0.004493365,0.00006003444,0.0002186782,0.00004868585,0.0001291277,0.01031427],"genre_scores_gemma":[0.9802539,0.01589775,0.002702083,0.00005486845,0.00006684322,0.00000904056,0.00003121025,0.000005048205,0.0009793011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353273,"threshold_uncertainty_score":0.9996895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467984503011299,"score_gpt":0.3346341437744077,"score_spread":0.2999542987442947,"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."}}