{"id":"W7067579273","doi":"","title":"The model is in the making","year":2014,"lang":"en","type":"article","venue":"ResearchSpace (University of Auckland)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Gray (unit)","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":[],"consensus_categories":[],"category_scores_codex":[0.007395943,0.0009415137,0.0008709523,0.00141163,0.008455795,0.01570689,0.001575794,0.004732469,0.0146976],"category_scores_gemma":[0.01059083,0.0005662067,0.00105608,0.001377752,0.04822855,0.01909388,0.006967542,0.008752046,0.004183243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007000967,"about_ca_system_score_gemma":0.01148953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767409,"about_ca_topic_score_gemma":0.01187676,"domain_scores_codex":[0.9921826,0.003530854,0.0002706833,0.001152403,0.002031525,0.0008318968],"domain_scores_gemma":[0.9941553,0.001972188,0.0004010027,0.001669398,0.001054846,0.0007472101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001108008,0.000009903303,0.0001749995,0.0000384709,0.000006787571,0.00009064252,0.004988255,0.0002281273,0.000152059,0.9760621,0.01237036,0.005867228],"study_design_scores_gemma":[0.00001117838,0.00002331087,0.000181198,0.0002388856,0.00001687785,0.0002146897,0.005379098,0.0003963375,0.0002959942,0.4774287,0.5157844,0.00002926416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009791399,0.005401191,0.05856615,0.1832306,0.00589686,0.00009266695,0.0001374236,0.0003434921,0.7365402],"genre_scores_gemma":[0.7369778,0.007951639,0.03271916,0.03003664,0.00246899,0.0002776766,0.0002366904,0.0006875046,0.188644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01767409,"threshold_uncertainty_score":0.05079579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376708699035074,"score_gpt":0.2966257567245688,"score_spread":0.2589548868210614,"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."}}