{"id":"W7028006884","doi":"","title":"Doctor, doctor, give me the news!","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Morning; Ridiculous","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":["insufficient_payload"],"category_scores_codex":[0.0001380676,0.0003774019,0.0004358438,0.00007026157,0.0002500355,0.000559988,0.000573129,0.0002365555,0.9220836],"category_scores_gemma":[0.00004188815,0.00026818,0.0002425404,0.000006392699,0.0003074996,0.000001398917,0.0001768472,0.0002959887,0.01671212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585305,"about_ca_system_score_gemma":0.00005326613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492918,"about_ca_topic_score_gemma":0.0107868,"domain_scores_codex":[0.9981611,0.00007125219,0.0007929177,0.0001673847,0.0004979967,0.0003093876],"domain_scores_gemma":[0.9982653,0.0001272469,0.0007419073,0.0005228941,0.0002475975,0.0000950218],"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":[0.00002157996,0.00002145677,5.869367e-7,0.0004666468,0.0001168217,0.000003828546,0.004616749,0.00001753107,3.305212e-8,0.01407747,0.9800124,0.0006449333],"study_design_scores_gemma":[0.0003153751,0.00006302689,0.000001899715,0.0002213815,0.00005210863,0.00001449083,0.003730251,0.00001073129,0.00000290145,0.00003828592,0.9952133,0.0003362042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001175002,0.0008266731,9.937612e-8,0.001005333,0.001153271,0.0003750058,0.0002929811,0.0001784744,0.9961564],"genre_scores_gemma":[0.00008532256,0.0005214995,0.0001023309,0.002869818,0.001095342,0.00002233011,0.0005924269,0.00009684524,0.9946141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9053714,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175323471145013,"score_gpt":0.1804999136853085,"score_spread":0.1687466789738583,"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."}}