{"id":"W6893609578","doi":"10.5281/zenodo.3541184","title":"NPA_ref283","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Mechanism (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059646,0.001462653,0.002631081,0.009581682,0.003638961,0.00930022,0.003775441,0.004725,0.9101253],"category_scores_gemma":[0.009776289,0.001213628,0.002160653,0.01121596,0.001076935,0.006744664,0.003630836,0.002436927,0.8063586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525034,"about_ca_system_score_gemma":0.00564334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128864,"about_ca_topic_score_gemma":0.01112467,"domain_scores_codex":[0.9980125,0.0001229198,0.0002621798,0.0002944409,0.001038663,0.0002692368],"domain_scores_gemma":[0.9934629,0.0009623119,0.0003132475,0.0005865571,0.003766974,0.0009079322],"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":[0.00003786487,0.00002062551,0.00009263356,0.001020162,0.00000888606,0.00008876307,0.00001679511,0.00002763791,0.0001446025,0.001093549,0.982694,0.01475457],"study_design_scores_gemma":[0.00004132274,0.00001354585,0.000802106,0.0004917515,0.00001009381,0.0001555268,0.00002913013,0.00003361656,0.0001756134,0.0009789943,0.9972511,0.0000171976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005106367,0.005629104,0.001104948,0.007862105,0.05754305,0.0007137376,0.2708834,0.003291416,0.6524616],"genre_scores_gemma":[0.006440454,0.007425122,0.002839297,0.006197806,0.01096329,0.0007466797,0.2265476,0.00307817,0.7357615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08987474,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604554194722647,"score_gpt":0.2855525063548338,"score_spread":0.2495069644076073,"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."}}