{"id":"W7025474397","doi":"","title":"58 - V10 is The Bomb","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"USB; Production model; Production (economics); Code (set theory)","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":[0.0005581498,0.0009224048,0.0005111887,0.0007452871,0.00376753,0.004791509,0.0007901091,0.002080809,0.67993],"category_scores_gemma":[0.002675799,0.0004321266,0.0005324642,0.0007422857,0.0006658511,0.003876486,0.002969204,0.00287837,0.5638608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357978,"about_ca_system_score_gemma":0.001342645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008540777,"about_ca_topic_score_gemma":0.01322981,"domain_scores_codex":[0.9993659,0.00006954635,0.00002321653,0.0001125819,0.0002637912,0.0001649732],"domain_scores_gemma":[0.9991358,0.00005991347,0.00002922384,0.0001295222,0.0004014557,0.000244052],"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":[0.00003550422,0.00001028977,0.000173643,0.00003603431,0.000002522179,0.0000709353,0.00009859639,0.00001944513,0.000207209,0.003497235,0.9763601,0.01948846],"study_design_scores_gemma":[0.000002014268,0.00001074063,0.0001893732,0.00002247854,9.490226e-7,0.00006646624,0.0001131343,0.00001475487,0.00008393855,0.0002214126,0.9992717,0.000002989473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001296452,0.001001214,0.001137538,0.005171468,0.006161759,0.0000863736,0.002974366,0.00311023,0.9790606],"genre_scores_gemma":[0.007893259,0.000573979,0.0005325209,0.001988006,0.000542873,0.00003904375,0.002336894,0.001371862,0.9847215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.67993,"threshold_uncertainty_score":0.456541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00702766783969899,"score_gpt":0.1996869782027038,"score_spread":0.1926593103630048,"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."}}