{"id":"W6984741693","doi":"","title":"Suzanne Kearns","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Bachelor; Variety (cybernetics); Civil aviation; Editorial board","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":[],"category_scores_codex":[0.0002873254,0.000270343,0.0003946169,0.0003484405,0.0004837368,0.0001524486,0.0004805324,0.000291521,0.0005076873],"category_scores_gemma":[0.001083511,0.000274599,0.0001900848,0.0009662102,0.0006530662,0.0008640179,0.0004752986,0.00097852,0.001474906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001919,"about_ca_system_score_gemma":0.0002353038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010647,"about_ca_topic_score_gemma":0.0001603181,"domain_scores_codex":[0.9979869,0.000144934,0.0002311857,0.0005039023,0.0004801211,0.0006530196],"domain_scores_gemma":[0.9975694,0.000386997,0.00006770311,0.0007678805,0.0003952493,0.0008128166],"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":[0.005950569,0.004280554,0.3275826,0.0002135824,0.001220037,0.007280718,0.0009002607,0.00001858731,0.006320977,0.5034226,0.05439034,0.08841922],"study_design_scores_gemma":[0.007608335,0.00374303,0.2405933,0.0006463312,0.0008467086,0.0003396933,0.0006039272,0.0008490787,0.004999089,0.001367391,0.7373994,0.001003719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6947504,0.0003532136,0.003824522,0.005104839,0.0003795197,0.0004014771,0.00007550656,0.0005646856,0.2945459],"genre_scores_gemma":[0.9835553,0.00004025857,0.003287014,0.0007769239,0.0003093743,8.259255e-7,0.00006196361,0.00003411072,0.01193421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.683009,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921212031842703,"score_gpt":0.2460038434344267,"score_spread":0.2167917231159996,"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."}}