{"id":"W6950082564","doi":"10.5281/zenodo.3541235","title":"NPA_ref5146","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":"Product (mathematics); Context (archaeology); Process (computing); 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":[0.00096094,0.002225187,0.00304659,0.01345545,0.003463852,0.008861478,0.003743103,0.004210493,0.9030721],"category_scores_gemma":[0.005301304,0.001222644,0.002210383,0.01385611,0.001004954,0.005942872,0.003631539,0.00211016,0.8001632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782314,"about_ca_system_score_gemma":0.005962648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049063,"about_ca_topic_score_gemma":0.01212497,"domain_scores_codex":[0.9985222,0.00008237905,0.0001878454,0.0002250839,0.0007666707,0.0002158483],"domain_scores_gemma":[0.9957372,0.0004911877,0.0002340412,0.0004137051,0.002387802,0.0007359893],"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":[0.00005816903,0.0000355591,0.0001050098,0.001291879,0.00001464971,0.00009110434,0.00001911885,0.00003534532,0.0003798864,0.001525869,0.9757084,0.02073505],"study_design_scores_gemma":[0.00005027009,0.00001832097,0.001035149,0.0003838557,0.00002015681,0.0001205303,0.00003238644,0.00003669553,0.0003280677,0.001029968,0.996926,0.00001853785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006838565,0.005834891,0.0009008743,0.00456995,0.03600217,0.0005766893,0.2848518,0.003176035,0.6634037],"genre_scores_gemma":[0.005532874,0.007547181,0.002716788,0.002685445,0.006386956,0.000638143,0.2923452,0.002825593,0.6793218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9030721,"threshold_uncertainty_score":0.1382558,"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."}}