{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004665435,0.001498539,0.0006627713,0.002201006,0.0007027441,0.002629061,0.001736446,0.002769668,0.9377691],"category_scores_gemma":[0.001114622,0.0005451688,0.0006715907,0.001579513,0.0006826226,0.001543413,0.001811513,0.001316952,0.9402749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007209075,"about_ca_system_score_gemma":0.0005974373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027969,"about_ca_topic_score_gemma":0.002030496,"domain_scores_codex":[0.9996374,0.00003281404,0.00002450828,0.0001040037,0.0001426208,0.00005856909],"domain_scores_gemma":[0.9993827,0.0001308127,0.0000390271,0.0001502037,0.000162565,0.0001345859],"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":[0.0002715531,0.0003699198,0.001133732,0.0002928495,0.00003962683,0.0002893054,0.00009071675,0.003711728,0.01292048,0.01255436,0.2617015,0.7066242],"study_design_scores_gemma":[0.00009184494,0.00008213909,0.0009263511,0.0001245936,0.00001460315,0.0003939554,0.00006278574,0.004506964,0.002276165,0.003255161,0.9882371,0.00002840393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003240947,0.001008466,0.0193173,0.0009267412,0.001707321,0.0001781553,0.003516705,0.009900534,0.9602038],"genre_scores_gemma":[0.008356085,0.0003025633,0.003439035,0.0002612135,0.0001155566,0.00008242563,0.003018074,0.0008998102,0.9835253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06223089,"threshold_uncertainty_score":0.08876479,"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."}}