{"id":"W6978145018","doi":"10.7916/d8-phb8-kp48","title":"Radio Unnameable","year":2019,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Pipeline (software); Product (mathematics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008319083,0.0008599615,0.0005630943,0.001000533,0.00699382,0.004703477,0.001030113,0.004977112,0.4046751],"category_scores_gemma":[0.00432651,0.0004122922,0.0004975648,0.0005110094,0.001159888,0.002225275,0.002805796,0.005630956,0.1889294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663013,"about_ca_system_score_gemma":0.00326309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05944705,"about_ca_topic_score_gemma":0.1318298,"domain_scores_codex":[0.9992217,0.00008208843,0.00001811324,0.0001075845,0.0002621472,0.0003083081],"domain_scores_gemma":[0.9984003,0.000322144,0.00005465118,0.0001417019,0.0005972466,0.0004840513],"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":[0.00001424879,0.00001023308,0.0000844288,0.0000128071,7.319907e-7,0.00004291144,0.0001183784,0.000007300362,0.0001248692,0.003454433,0.987604,0.008525711],"study_design_scores_gemma":[0.00000512199,0.000005314596,0.0003813633,0.00002209883,9.033042e-7,0.00002140865,0.0002323999,0.00001493744,0.00003598401,0.0002441502,0.9990319,0.000004529414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001014162,0.001708694,0.0004452449,0.03044397,0.02389205,0.00009310865,0.001207231,0.0007097828,0.9404857],"genre_scores_gemma":[0.00222987,0.0002741842,0.00006420209,0.004797819,0.001383878,0.00003319668,0.0001874201,0.00009932915,0.9909301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4046751,"threshold_uncertainty_score":0.8491587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302858891615057,"score_gpt":0.2031609255254095,"score_spread":0.1901323366092589,"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."}}