{"id":"W4412934902","doi":"10.1080/00380253.2025.2539348","title":"It’s a Matter of Institutional Trust: Seasonal Childhood Vaccine Uptake During a Time of Mixed Messages in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Sociological Quarterly","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Sociology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000261225,0.0001191274,0.0003550017,0.00006047936,0.0001675957,0.000009589207,0.0002483002,0.0001574257,0.001453922],"category_scores_gemma":[0.0001291976,0.000101541,0.0001040808,0.0002351714,0.00005893556,0.00009818845,0.00001770026,0.0001741174,0.00001554245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491884,"about_ca_system_score_gemma":0.000846995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1435704,"about_ca_topic_score_gemma":0.4099324,"domain_scores_codex":[0.9986711,0.0001886096,0.0004058621,0.0002171759,0.0002291136,0.0002881314],"domain_scores_gemma":[0.9994329,0.000218484,0.0001082512,0.0001134523,0.00006841742,0.00005844616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404727,0.0004623005,0.9448181,0.0001028121,0.0001225029,0.00003279295,0.02025431,0.0000317257,0.0005441234,0.01611699,0.01589268,0.001481161],"study_design_scores_gemma":[0.0007136525,0.00006492926,0.9940718,0.00006639757,0.0000138275,7.304166e-7,0.001713576,0.000007262691,0.00003983337,0.002068444,0.001137717,0.0001017589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768552,0.0001412615,0.000008731389,0.01247299,0.0001052264,0.000168007,0.00002247936,0.000009162362,0.01021702],"genre_scores_gemma":[0.9971385,0.000009703575,0.00004209784,0.000518139,0.00006586574,0.00001500391,0.000009955477,0.000003227494,0.002197527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266362,"threshold_uncertainty_score":0.9994589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008647224608235,"score_gpt":0.2441191518105991,"score_spread":0.2371105045859909,"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."}}