{"id":"W6955051352","doi":"10.57907/mirri/v3g8gy","title":"MIRRI0055783","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":"Organism; Taxon; Identification (biology); Key (lock)","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":[0.0002249604,0.0003449126,0.0005119662,0.0001734211,0.0001132306,0.00003204282,0.0003063029,0.0002768082,0.9586006],"category_scores_gemma":[0.001076209,0.0003194817,0.0002536546,0.0001630267,0.00004307614,0.0000283687,0.0003645616,0.0009604082,0.1715574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150385,"about_ca_system_score_gemma":0.0003525397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008209762,"about_ca_topic_score_gemma":0.00004314001,"domain_scores_codex":[0.9979936,0.00009417033,0.0003949744,0.0004996614,0.0006072778,0.0004103005],"domain_scores_gemma":[0.9981908,0.0003605988,0.0001838207,0.0008930931,0.00005792173,0.0003137842],"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":[0.0001135958,0.0002886075,0.000197605,0.0001385297,0.0001221119,0.001419826,0.0000100055,0.000006761263,0.00001328171,0.000007558819,0.9961768,0.001505312],"study_design_scores_gemma":[0.001137362,0.0001768453,0.0002172568,0.000170769,0.0004175602,0.0002356381,0.00003895144,0.000009492128,0.00007837663,0.00003391061,0.9971749,0.0003089505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001487262,0.00192943,0.00001488821,0.001368367,0.0007804566,0.0003297962,0.9951852,0.000136068,0.000107093],"genre_scores_gemma":[0.0000504319,0.0006084007,0.0003627798,0.001881706,0.0007484598,0.00005578366,0.9915299,0.00004093397,0.004721605],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7870432,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810758118672203,"score_gpt":0.277970449224505,"score_spread":0.259862868037783,"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."}}