{"id":"W6912502379","doi":"10.5281/zenodo.3541183","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":[0.001059647,0.001462654,0.002631085,0.009581682,0.003638964,0.009300228,0.003775441,0.004725005,0.9101253],"category_scores_gemma":[0.009776289,0.001213629,0.002160655,0.01121595,0.001076936,0.006744667,0.003630836,0.002436929,0.8063585],"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":[0.9980125,0.0001229198,0.0002621795,0.0002944409,0.001038663,0.000269237],"domain_scores_gemma":[0.9934629,0.0009623109,0.0003132469,0.0005865566,0.003766969,0.0009079318],"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":[0.00003786487,0.00002062553,0.00009263364,0.001020164,0.000008886076,0.00008876324,0.00001679513,0.00002763796,0.0001446028,0.00109355,0.982694,0.01475458],"study_design_scores_gemma":[0.00004132282,0.0000135459,0.0008021072,0.0004917525,0.00001009384,0.0001555271,0.00002913021,0.00003361666,0.0001756137,0.0009789957,0.9972511,0.00001719765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005106375,0.005629111,0.001104948,0.007862111,0.05754317,0.000713738,0.2708832,0.00329142,0.6524618],"genre_scores_gemma":[0.006440463,0.007425132,0.002839295,0.006197813,0.01096332,0.0007466794,0.2265475,0.003078172,0.7357615],"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."}}