{"id":"W6893573604","doi":"10.5281/zenodo.3541171","title":"NPA_ref1549","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); Term (time); Antibiotics","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":[0.00110974,0.001857128,0.003178487,0.01205919,0.003854335,0.01117604,0.004088208,0.004605122,0.9154996],"category_scores_gemma":[0.008453189,0.00134977,0.00218587,0.01470793,0.001291035,0.008119546,0.004298661,0.002517896,0.8359131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003980899,"about_ca_system_score_gemma":0.007075752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365228,"about_ca_topic_score_gemma":0.01176328,"domain_scores_codex":[0.9981077,0.0001143064,0.0002840584,0.0002757054,0.0009844191,0.0002338019],"domain_scores_gemma":[0.9934474,0.000815755,0.000318377,0.0005715056,0.003935053,0.0009120528],"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":[0.00003832042,0.00002537061,0.00008344829,0.001706543,0.00001214142,0.00008721127,0.00002279394,0.00003438974,0.0002227766,0.001504829,0.974436,0.02182629],"study_design_scores_gemma":[0.00003025429,0.00001312615,0.0005900051,0.0005116586,0.00001103336,0.0001055737,0.00002994519,0.00002391269,0.0001592538,0.0008148564,0.9976946,0.00001574802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004482402,0.006529745,0.0009696305,0.005545584,0.05091123,0.0006304975,0.1983096,0.00319516,0.7334603],"genre_scores_gemma":[0.004733056,0.0093922,0.002833879,0.004328479,0.008451655,0.0006516299,0.2074984,0.003019502,0.7590913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9154996,"threshold_uncertainty_score":0.1205295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307234386453332,"score_gpt":0.2357807270151827,"score_spread":0.2127083831506494,"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."}}