{"id":"W4411657822","doi":"10.51847/vrvbtoy","title":"10.51847/vrvbTOY","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission","keywords":"Lysine; Biosynthesis; Chemistry; Fermentation; Kinetics; Streptomyces; Biochemistry; Food science; Biology; Amino acid; Enzyme; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003928503,0.00007664649,0.00006239412,0.00001296885,0.00005288456,0.00001473075,0.0001434244,0.00006247885,0.9122862],"category_scores_gemma":[0.000006509802,0.00007379802,0.00004394778,0.00005956953,0.00002330457,9.775092e-7,0.00002791802,0.00002396509,0.8272762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002965379,"about_ca_system_score_gemma":0.0000135215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006327745,"about_ca_topic_score_gemma":1.458341e-7,"domain_scores_codex":[0.9995279,0.00001192212,0.00008390373,0.0001915032,0.00005008195,0.0001347151],"domain_scores_gemma":[0.9995986,0.000003337744,0.00001200924,0.0002918944,0.00001583336,0.00007833361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002368551,0.00003713608,2.854571e-7,0.000001054442,0.00001199488,2.399057e-7,0.000001581626,0.000003872804,0.1025892,0.00000283147,0.04129167,0.8560364],"study_design_scores_gemma":[0.000063085,0.00006145558,0.00003365856,0.000002002374,0.000006407456,0.000003241468,4.01789e-7,0.000008802359,0.05063097,9.004137e-7,0.9490896,0.00009949625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01002394,0.0002039096,0.000005801624,0.0004458919,0.000001154077,0.0000973401,0.00002102229,0.00002124514,0.9891797],"genre_scores_gemma":[0.007609699,0.000002006078,0.000150552,0.0001482125,0.0001446813,0.00003530627,0.00004376602,0.00001389852,0.9918519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9077979,"threshold_uncertainty_score":0.3009396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004326998472758672,"score_gpt":0.1857132449095995,"score_spread":0.1813862464368408,"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."}}