{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007452288,0.00004545652,0.00009408173,0.00006122144,0.0002146412,0.00001418944,0.0002872431,0.00004273718,0.00001852801],"category_scores_gemma":[0.0003550211,0.00002961664,0.00004829009,0.0001888623,0.0001680048,0.00004559994,0.0001183097,0.0002381136,0.00002129238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002389363,"about_ca_system_score_gemma":0.00004847459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004360937,"about_ca_topic_score_gemma":0.0005677127,"domain_scores_codex":[0.9992107,0.00009126824,0.00003960427,0.0000997704,0.0003563023,0.0002023884],"domain_scores_gemma":[0.9991146,0.0004727616,0.0000269156,0.0002894317,0.00005352026,0.00004278397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00425844,0.0006524764,0.1853417,0.0004666227,0.0002520494,0.0004743088,0.04617997,0.002733375,0.0009389753,0.0757524,0.5370512,0.1458985],"study_design_scores_gemma":[0.004661221,0.0008076716,0.2550526,0.0005692392,0.00008901204,0.00004761117,0.02161163,0.5911292,0.000137962,0.006385722,0.1192378,0.0002702971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7638087,0.0004774396,0.01237689,0.1237672,0.00002946779,0.0004534382,0.00001690003,0.00004693631,0.09902297],"genre_scores_gemma":[0.996937,0.0001703873,0.0005906421,0.0001960917,0.00001753858,1.213257e-7,0.00000250901,0.000003778305,0.002081961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883958,"threshold_uncertainty_score":0.1650868,"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."}}