{"id":"W6893673184","doi":"10.5281/zenodo.3541222","title":"NPA_ref4290","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); Set (abstract data type); Front cover","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":[0.001216369,0.00190452,0.003369084,0.01130918,0.003676056,0.01061612,0.004342139,0.004799734,0.9320179],"category_scores_gemma":[0.008533658,0.001540257,0.002291257,0.01280213,0.001164562,0.007307453,0.004294965,0.002474267,0.8639016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004193719,"about_ca_system_score_gemma":0.006908492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197244,"about_ca_topic_score_gemma":0.01166616,"domain_scores_codex":[0.9978592,0.0001433979,0.0003247212,0.0003058625,0.001087646,0.0002792619],"domain_scores_gemma":[0.9930026,0.00081297,0.0003311764,0.0006379769,0.004208962,0.001006296],"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":[0.00004098181,0.00002768264,0.00006163584,0.001322426,0.00001137299,0.00006075335,0.00001675959,0.00002956432,0.000191498,0.001196157,0.9786145,0.01842667],"study_design_scores_gemma":[0.00005008123,0.0000170177,0.0005981764,0.0005019436,0.00001341277,0.00009089962,0.00002846522,0.0000319057,0.0002087877,0.0009325766,0.9975083,0.0000184813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000381616,0.00505655,0.0008820268,0.005150558,0.03400914,0.0007159931,0.2369678,0.003637081,0.7131991],"genre_scores_gemma":[0.004025342,0.006275084,0.002170281,0.00388271,0.005921556,0.0007392886,0.2273632,0.002977447,0.7466452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9320179,"threshold_uncertainty_score":0.09696829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303631563073538,"score_gpt":0.2357213944908315,"score_spread":0.2126850788600961,"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."}}