{"id":"W6968936593","doi":"10.5281/zenodo.3541339","title":"NPA_ref8478","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":"Antimicrobial; Antibiotics; Streptomyces; 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":["insufficient_payload"],"category_scores_codex":[0.001187311,0.001780398,0.003226124,0.01233986,0.003778885,0.01049786,0.004270728,0.004905189,0.921597],"category_scores_gemma":[0.009195501,0.001242695,0.002178694,0.014413,0.001234534,0.007665451,0.003989998,0.002430913,0.8239829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328848,"about_ca_system_score_gemma":0.007367474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207015,"about_ca_topic_score_gemma":0.01166472,"domain_scores_codex":[0.9978974,0.0001360799,0.0003172575,0.0003099349,0.00107712,0.0002621177],"domain_scores_gemma":[0.9929799,0.0008387761,0.0003282549,0.0005962574,0.004361839,0.0008950482],"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":[0.00004836821,0.00003051491,0.00008684602,0.001834578,0.00001543236,0.00009246668,0.00002322211,0.00003336556,0.0002630285,0.001629708,0.9716616,0.02428093],"study_design_scores_gemma":[0.00004630766,0.00001850833,0.0006417671,0.000645156,0.00001790105,0.0001179262,0.00003475925,0.00003133877,0.0002100352,0.001009525,0.9972101,0.00001670782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005055146,0.007370821,0.001010276,0.005762148,0.04486414,0.000710493,0.1834652,0.002659614,0.7536519],"genre_scores_gemma":[0.005074265,0.009565998,0.002528946,0.004001065,0.008426971,0.0007613151,0.194487,0.002557582,0.772597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.078403,"threshold_uncertainty_score":0.1118323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307165119750094,"score_gpt":0.2357510013440711,"score_spread":0.2126793501465702,"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."}}