{"id":"W6893646598","doi":"10.5281/zenodo.3541230","title":"NPA_ref4767","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":"Context (archaeology); Identification (biology); Field (mathematics)","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":[0.001147309,0.001904195,0.00347446,0.01167137,0.003666919,0.0103692,0.004125586,0.004803163,0.9167792],"category_scores_gemma":[0.008844997,0.001344522,0.002276059,0.01531321,0.001242539,0.008124677,0.003811031,0.002437601,0.8304656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004140192,"about_ca_system_score_gemma":0.007422644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357197,"about_ca_topic_score_gemma":0.01260634,"domain_scores_codex":[0.9979273,0.0001377687,0.0003448837,0.0002927677,0.001028787,0.0002684446],"domain_scores_gemma":[0.9932289,0.0008787909,0.0003513868,0.0005760399,0.004051637,0.0009132046],"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":[0.00004287027,0.00002560797,0.00007499202,0.001793298,0.00001238858,0.00008313789,0.00002078142,0.00002838125,0.0001983042,0.001381513,0.976484,0.01985475],"study_design_scores_gemma":[0.00004794735,0.00001724601,0.0006496777,0.000709108,0.00001585723,0.0001247385,0.00003635442,0.00002622329,0.0001947825,0.0009360138,0.9972248,0.00001727379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004552652,0.008302172,0.0008256065,0.005803175,0.046089,0.0007380091,0.2136657,0.002533322,0.7215877],"genre_scores_gemma":[0.004871271,0.01102883,0.002399465,0.004383663,0.008634558,0.0008160885,0.2077385,0.002421795,0.7577058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9167792,"threshold_uncertainty_score":0.1187043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308456506086027,"score_gpt":0.2357395080933867,"score_spread":0.2126549430325265,"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."}}