{"id":"W7034239151","doi":"","title":"Subramaniam, Gopala","year":2021,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Facilitator; Certificate; Aviation; Aviation engineering; Order (exchange); Work (physics)","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":[0.0001907597,0.0002594933,0.0004667657,0.0001837965,0.0003788295,0.0001634654,0.0003326612,0.0002352938,0.000726324],"category_scores_gemma":[0.0001596212,0.0002644596,0.0002313397,0.0007718459,0.0001828335,0.00068178,0.0003964228,0.001065274,0.0009712626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118694,"about_ca_system_score_gemma":0.0004778443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338161,"about_ca_topic_score_gemma":0.0001603338,"domain_scores_codex":[0.997878,0.0001977279,0.0002660211,0.0005283342,0.0004916006,0.0006382912],"domain_scores_gemma":[0.9980277,0.0001104493,0.00006270049,0.0006632848,0.0003290321,0.0008068652],"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":[0.001226881,0.00250445,0.2865371,0.0003898279,0.0004684847,0.01611074,0.000221759,0.000009164011,0.006089279,0.6680221,0.01060925,0.007810908],"study_design_scores_gemma":[0.004100914,0.0005067702,0.3896138,0.000237219,0.000365348,0.0008487246,0.0005702798,0.00006545609,0.001965697,0.001627186,0.5996315,0.0004671189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115147,0.0004418165,0.0002450414,0.01169136,0.0002774768,0.0002166571,0.00004697869,0.0002194519,0.1753465],"genre_scores_gemma":[0.9733824,0.0001236073,0.00123426,0.003124997,0.0001577623,5.678289e-7,0.00006453456,0.0000280853,0.02188386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6663949,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134931308570244,"score_gpt":0.2357276297843164,"score_spread":0.214378316698614,"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."}}