{"id":"W2150934734","doi":"10.1016/j.mbs.2006.08.015","title":"Evolving public perceptions and stability in vaccine uptake","year":2006,"lang":"en","type":"article","venue":"Mathematical Biosciences","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":232,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Vaccination; Context (archaeology); Population; Perception; Mass vaccination; Social psychology; Psychology; Economics; Public economics; Medicine; Immunology; Environmental health; Biology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01170047,0.0002023541,0.0003913036,0.00144069,0.001007924,0.004658061,0.00065801,0.001603317,0.007041255],"category_scores_gemma":[0.08909348,0.0002617138,0.0002823483,0.001401455,0.003308538,0.005287726,0.002054848,0.002290613,0.0002390825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003204157,"about_ca_system_score_gemma":0.001351915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646733,"about_ca_topic_score_gemma":0.003776178,"domain_scores_codex":[0.9951956,0.002953589,0.0001481884,0.0004371514,0.0007211406,0.0005442762],"domain_scores_gemma":[0.9256042,0.05638545,0.00975359,0.002241396,0.004560321,0.001455222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002219734,0.001009353,0.3928994,0.0002549508,0.00033177,0.0004638974,0.03632872,0.01022943,0.00163261,0.4682679,0.004007821,0.08235443],"study_design_scores_gemma":[0.0001349252,0.0007440951,0.4023255,0.0001646402,0.0001800287,0.000247994,0.05651901,0.0285352,0.001772653,0.5009294,0.008360678,0.00008587877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688166,0.0006578421,0.002870637,0.01307059,0.00003010326,0.00001102075,0.00008665634,0.00001063687,0.01444586],"genre_scores_gemma":[0.999542,0.00006374248,0.0001000101,0.00009182472,0.00001757889,0.000002780257,0.000008416452,0.000001806058,0.0001718562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170047,"threshold_uncertainty_score":0.06187874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2190321162509529,"score_gpt":0.3972868185771226,"score_spread":0.1782547023261697,"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."}}