{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005288568,0.00003682396,0.00005164499,0.00001937862,0.001352578,0.0000236825,0.000360132,0.000009408672,0.007054127],"category_scores_gemma":[0.00008305508,0.00002747241,0.00004009241,0.000198447,0.00001478571,0.00004321685,0.00007011017,0.0001127103,0.0001842726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008646932,"about_ca_system_score_gemma":0.0002774098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275915,"about_ca_topic_score_gemma":0.0002653529,"domain_scores_codex":[0.9992638,0.0001870368,0.00006139661,0.0000811687,0.0002312901,0.0001753219],"domain_scores_gemma":[0.9996502,0.00009534379,0.0000254966,0.0001656168,0.00001269865,0.00005063919],"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":[0.00002065936,0.0001649758,0.01853649,0.000003688636,0.00002550906,0.000008210266,0.1371292,0.000006498615,0.0002150677,0.1709106,0.6628421,0.01013711],"study_design_scores_gemma":[0.00005002967,0.00001267556,0.005433466,6.472411e-7,0.000006215158,0.000001437505,0.01575832,6.994674e-7,0.00003156353,0.003326999,0.975329,0.00004891912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970232,0.0007854743,0.000003579324,0.05180001,0.001356027,0.0001517651,0.000002729278,0.00004617438,0.148831],"genre_scores_gemma":[0.9474682,0.00002581888,0.00001740238,0.001996297,0.0005492261,0.00004026716,9.49317e-7,0.000005550086,0.04989634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3124869,"threshold_uncertainty_score":0.9999475,"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."}}