{"id":"W6893591125","doi":"10.5281/zenodo.3541195","title":"NPA_ref3308","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Set (abstract data type); Term (time); Context (archaeology)","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":[0.001130616,0.002460897,0.003440305,0.01469713,0.003960761,0.01065,0.004421146,0.004737515,0.9243872],"category_scores_gemma":[0.006857968,0.00147338,0.002508887,0.0159485,0.00122882,0.007690427,0.004339179,0.002465385,0.8305194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553218,"about_ca_system_score_gemma":0.007645585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149874,"about_ca_topic_score_gemma":0.01557864,"domain_scores_codex":[0.9982665,0.00009858489,0.0002285693,0.0002493685,0.0008829313,0.0002740998],"domain_scores_gemma":[0.9945496,0.0006691913,0.0002637391,0.0004871508,0.003155246,0.0008750337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005150061,0.00003333724,0.00008611791,0.001515806,0.00001420338,0.00007109897,0.00001909499,0.00003780088,0.0002631206,0.001488037,0.9799157,0.01650417],"study_design_scores_gemma":[0.00005825104,0.00001714357,0.0008267138,0.0004576432,0.0000175536,0.00007490245,0.00003511843,0.00003456362,0.0001992262,0.0009826376,0.9972782,0.0000182532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004407734,0.003971041,0.0007879852,0.003851255,0.03369486,0.0006448956,0.3374307,0.003249686,0.6159289],"genre_scores_gemma":[0.004057495,0.006491733,0.002551043,0.002647782,0.005480062,0.0007027371,0.3658781,0.003285559,0.6089054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9243872,"threshold_uncertainty_score":0.1078524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320829820226241,"score_gpt":0.2355247151031044,"score_spread":0.2123164169008419,"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."}}