{"id":"W6968744029","doi":"10.5281/zenodo.3541347","title":"NPA_ref8898","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":"Polyene; Antifungal; Section (typography); Streptomyces","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":[0.001099202,0.001469225,0.002696713,0.009614682,0.00341281,0.009726243,0.003740133,0.003753129,0.9324775],"category_scores_gemma":[0.00873487,0.001133723,0.001767968,0.01193488,0.001054931,0.00743648,0.00367356,0.002254013,0.8815189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450025,"about_ca_system_score_gemma":0.005718555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073276,"about_ca_topic_score_gemma":0.01031265,"domain_scores_codex":[0.9982671,0.0001109955,0.0002367633,0.0002527474,0.0009251661,0.0002071898],"domain_scores_gemma":[0.9935524,0.0007490537,0.0002541144,0.0006643714,0.003962786,0.0008172414],"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":[0.00003767262,0.00002551005,0.00007245602,0.0009929186,0.000007763405,0.00006150675,0.0000191056,0.00002861721,0.000207541,0.001385133,0.9731844,0.02397721],"study_design_scores_gemma":[0.00002631934,0.00001280698,0.0004436237,0.0003363078,0.000008082759,0.00008466221,0.00002522905,0.00002262009,0.0001712837,0.0007652162,0.9980921,0.00001171918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003096109,0.003418286,0.0008534719,0.003284485,0.02307807,0.0004562149,0.1768995,0.003299507,0.7884009],"genre_scores_gemma":[0.003609373,0.005316887,0.002184328,0.002845088,0.004222019,0.0004730324,0.1808763,0.002924939,0.7975481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9324775,"threshold_uncertainty_score":0.09631258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307585335189496,"score_gpt":0.235771793416575,"score_spread":0.21269594006468,"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."}}