{"id":"W6949659051","doi":"10.5281/zenodo.3541322","title":"NPA_ref7943","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Historical Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tubercle; Bacilli; Atlas (anatomy); Isolation (microbiology); Pigment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003057688,0.00009845079,0.0001648143,0.0001577902,0.0006013843,0.0001235891,0.0003252098,0.00006132043,0.05087405],"category_scores_gemma":[0.001011431,0.00008323101,0.00006429035,0.0004046741,0.0000967811,0.00009333532,0.0003627005,0.0002904601,0.07500666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832301,"about_ca_system_score_gemma":0.000006962422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000917213,"about_ca_topic_score_gemma":3.477107e-8,"domain_scores_codex":[0.9984482,0.0001157974,0.0001577615,0.0003136425,0.0005874452,0.0003771785],"domain_scores_gemma":[0.9987227,0.00002750252,0.00003396834,0.0003974943,0.0003207866,0.0004974909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005571102,0.0009253726,0.000167116,0.0002441098,0.0001845728,0.0002257831,0.0005011769,0.000002147825,0.01342581,0.005882132,0.3642304,0.6136543],"study_design_scores_gemma":[0.001301367,0.0008411876,0.001773841,0.00003950598,0.000014337,0.0001332222,0.00004959266,0.00008213606,0.0003420927,0.00010044,0.9952425,0.00007982131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1330288,0.0002051971,0.0006803744,0.002484242,0.0001659175,0.0009339199,0.00005913425,0.0008086879,0.8616337],"genre_scores_gemma":[0.983404,0.00008457808,0.0002602393,0.0003167916,0.0001295004,3.548009e-8,0.0007558102,0.0007752459,0.01427383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8503752,"threshold_uncertainty_score":0.9499936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067375975766826,"score_gpt":0.2701245838955937,"score_spread":0.2394508241379255,"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."}}