{"id":"W6954866031","doi":"10.57907/mirri/lixs9i","title":"MIRRI0119438","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxon; Organism; Key (lock); Identification (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000213298,0.0003435389,0.0005008994,0.0001733758,0.0001155018,0.0000306654,0.000304691,0.0002705107,0.9563246],"category_scores_gemma":[0.00100352,0.0003191738,0.0002480097,0.0001612845,0.00004574417,0.0000289323,0.0003730675,0.0009754368,0.1711337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462471,"about_ca_system_score_gemma":0.0003385331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000812206,"about_ca_topic_score_gemma":0.00004150499,"domain_scores_codex":[0.9980224,0.00009194387,0.000389192,0.0004857747,0.0005973343,0.0004133152],"domain_scores_gemma":[0.9982377,0.0003372315,0.0001841778,0.0008703958,0.00005857092,0.0003119592],"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":[0.0001205181,0.0003359081,0.0001823513,0.0001334484,0.0001143792,0.00142324,0.00001116941,0.000008417478,0.00001292719,0.00000754036,0.9964117,0.001238436],"study_design_scores_gemma":[0.001275162,0.0001790534,0.0002052218,0.0001539336,0.0003969279,0.0002589801,0.0000385772,0.00001052245,0.00009970638,0.00003546027,0.9970371,0.0003093905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001721622,0.001739278,0.00001528977,0.001250366,0.0008282795,0.0003178766,0.995444,0.0001302212,0.0001025323],"genre_scores_gemma":[0.00004962655,0.0006985038,0.0003710308,0.001987397,0.0007204157,0.00003246075,0.9916545,0.00003930712,0.00444679],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7851909,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844119907545156,"score_gpt":0.2771407435388855,"score_spread":0.2586995444634339,"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."}}