{"id":"W6931208146","doi":"10.5281/zenodo.3541286","title":"NPA_ref6846","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); Metabolite; Identification (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":["insufficient_payload"],"category_scores_codex":[0.00117916,0.001968627,0.003466086,0.01182074,0.003555691,0.01110388,0.004239306,0.005041191,0.9195024],"category_scores_gemma":[0.009465529,0.001365008,0.002419323,0.01499496,0.001329654,0.007789022,0.004036641,0.002586842,0.8271844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004129061,"about_ca_system_score_gemma":0.007480787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218362,"about_ca_topic_score_gemma":0.01043323,"domain_scores_codex":[0.9978927,0.0001409247,0.0003218792,0.0003294278,0.001034384,0.0002807199],"domain_scores_gemma":[0.9931242,0.0009430567,0.000392046,0.0005600312,0.0039263,0.001054538],"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":[0.00004975095,0.00002617439,0.00008470738,0.001946166,0.00001341118,0.00008525873,0.00001919309,0.00003670988,0.0002015173,0.001228708,0.9764454,0.01986294],"study_design_scores_gemma":[0.00005766308,0.00001905682,0.0007103483,0.0007015358,0.00001612203,0.0001079968,0.00002981621,0.00002686084,0.0001629875,0.0008418786,0.997308,0.00001765851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004316517,0.007834465,0.0008386538,0.006580312,0.05327441,0.0008137272,0.2641268,0.002799584,0.6633005],"genre_scores_gemma":[0.004501438,0.01084508,0.002535158,0.005278681,0.01036285,0.0008448426,0.2374205,0.00254137,0.72567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08049756,"threshold_uncertainty_score":0.11482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312342555195005,"score_gpt":0.2357645225942614,"score_spread":0.2126410970423113,"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."}}