{"id":"W3090461773","doi":"10.1002/ijch.202000058","title":"Some Thoughts on Barry M. Trost and Natural Products","year":2020,"lang":"en","type":"article","venue":"Israel Journal of Chemistry","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Chemistry; Natural (archaeology); Isolation (microbiology); Field (mathematics); Nanotechnology; Biochemical engineering; History; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173568,0.0001409769,0.0003139054,0.00001991238,0.00003827262,0.00002512251,0.0001002585,0.00007987237,0.0000161047],"category_scores_gemma":[0.0005968795,0.00009127758,0.00008474409,0.0001014197,0.00006533135,0.0001070457,0.00002935413,0.0005284224,0.000005903684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592988,"about_ca_system_score_gemma":0.00008571585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.871846e-7,"about_ca_topic_score_gemma":3.822887e-8,"domain_scores_codex":[0.9991311,0.00001235661,0.0002821558,0.0001889656,0.00023604,0.0001493432],"domain_scores_gemma":[0.9993023,0.00002966217,0.0001848007,0.0001185185,0.0001765281,0.0001881469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006235926,0.00004772938,0.00009194629,0.0002818014,0.00005698638,0.0001601769,0.0000669701,2.503034e-7,0.9819196,0.000003552185,0.014958,0.001789439],"study_design_scores_gemma":[0.0008081912,0.0001653293,0.0006200813,0.0001828274,0.00007679852,0.0007611261,0.00006050049,0.000004226925,0.9762823,0.00002272289,0.02091323,0.0001026609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413282,0.006038033,3.126308e-7,0.05214458,0.0002279813,0.00006872275,0.000005545264,0.00001281664,0.0001738305],"genre_scores_gemma":[0.9857595,0.0003087569,0.0003127762,0.002928887,0.01002214,6.092444e-8,0.000002575964,0.00001382545,0.0006514833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04921569,"threshold_uncertainty_score":0.3722191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168082126504382,"score_gpt":0.2308033859077007,"score_spread":0.2191225646426568,"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."}}