{"id":"W4392108432","doi":"10.15173/m.v1i40.3245","title":"Sarah Gilbert","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00162686,0.0005219197,0.0003810475,0.0007364079,0.002219605,0.002976797,0.0007561193,0.002520135,0.03534204],"category_scores_gemma":[0.01057459,0.0002377062,0.000293457,0.0003997621,0.0009379601,0.002184634,0.001980633,0.006465055,0.01581794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558044,"about_ca_system_score_gemma":0.002587304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964384,"about_ca_topic_score_gemma":0.007013306,"domain_scores_codex":[0.9987569,0.0004466885,0.00003539017,0.0002134128,0.0004013854,0.0001462927],"domain_scores_gemma":[0.9961115,0.0009109967,0.0001882609,0.0001104986,0.001225139,0.001453785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001138979,0.000009900401,0.0001985994,0.00003276357,0.000001633498,0.0000352002,0.0002095023,0.00001426328,0.00004818635,0.002322625,0.9794999,0.017616],"study_design_scores_gemma":[0.000002710935,0.00001213829,0.0002240823,0.0000931645,0.00000148117,0.0002050054,0.0004528942,0.00001959283,0.00006360008,0.0009080934,0.9980122,0.000005068028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001260596,0.04385096,0.0006020595,0.8242552,0.06306522,0.00002941299,0.0002250726,0.0001391292,0.0665724],"genre_scores_gemma":[0.02417107,0.03711337,0.001140244,0.4589088,0.01856336,0.00008959226,0.0002008224,0.0001355424,0.4596772],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03534204,"threshold_uncertainty_score":0.1182309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230880048864891,"score_gpt":0.3071863531442455,"score_spread":0.2840983482577564,"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."}}