{"id":"W7111125193","doi":"10.1371/journal.pgph.0005410.s004","title":"Estimates for manipulation check models.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Corporate governance; Control (management); Process (computing); Global health; Conjoint analysis; Human health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06229094,0.006289032,0.005047315,0.004527677,0.003762662,0.005068794,0.005226419,0.006881737,0.2478886],"category_scores_gemma":[0.3010025,0.002325311,0.008783466,0.005522753,0.005315373,0.009091599,0.006369,0.01347077,0.02353862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105654,"about_ca_system_score_gemma":0.004823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006096608,"about_ca_topic_score_gemma":0.003586025,"domain_scores_codex":[0.8693246,0.09164986,0.00669464,0.01671125,0.01152764,0.004092016],"domain_scores_gemma":[0.6423615,0.3208208,0.01473565,0.01426102,0.006753586,0.001067434],"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":[0.03831274,0.00774216,0.0421303,0.02658657,0.02555284,0.002590394,0.01652703,0.01905375,0.006755373,0.1946613,0.3537217,0.2663658],"study_design_scores_gemma":[0.02508468,0.01379926,0.1162051,0.01562204,0.02748385,0.001835184,0.01367651,0.1103572,0.0092086,0.2518043,0.4132439,0.001679336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1757919,0.01094029,0.3927658,0.01505089,0.0172149,0.1136996,0.1135629,0.01046508,0.1505086],"genre_scores_gemma":[0.4079404,0.00165319,0.2563194,0.005825559,0.001013159,0.2731019,0.01148671,0.003794988,0.03886481],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7521114,"threshold_uncertainty_score":0.8292698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09463224812441702,"score_gpt":0.3446340703249629,"score_spread":0.2500018222005459,"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."}}