{"id":"W1505170328","doi":"10.51847/lfbdijz","title":"10.51847/LfbdIJZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission","keywords":"Bacillus licheniformis; Firmicutes; Bacillus megaterium; Biology; Microbiology; Streptococcus thermophilus; Amylase; Bacillus sphaericus; Bacillus (shape); Proteobacteria; Bacteria; Bacillales; Bacillus subtilis; Enzyme; 16S ribosomal RNA; Biochemistry","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":[0.00004016692,0.00006133255,0.00004566897,0.0000159652,0.00003325431,0.00001315761,0.00006865567,0.00004690799,0.9246645],"category_scores_gemma":[0.00001373992,0.00006285804,0.00002432929,0.00005653276,0.00001110374,0.000001953545,0.00001645934,0.00002272256,0.7898753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003591293,"about_ca_system_score_gemma":0.00001028686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001095408,"about_ca_topic_score_gemma":4.235024e-8,"domain_scores_codex":[0.9996014,0.0000152434,0.00007222156,0.0001664161,0.00004829068,0.00009646314],"domain_scores_gemma":[0.9997289,8.945187e-7,0.00001229681,0.0001770678,0.00002820225,0.00005266517],"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":[0.00008228201,0.00003457773,9.668803e-7,0.000002712299,0.00001067825,4.418559e-7,0.000004644749,0.0000364469,0.2819977,7.60227e-7,0.04351187,0.6743169],"study_design_scores_gemma":[0.00009298816,0.00008838551,0.00009340286,0.000001813095,0.000003379863,0.000005136497,2.913132e-7,0.00001009209,0.02882861,3.379016e-7,0.9707924,0.00008321989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04400107,0.00005575593,0.000008858912,0.0005314602,0.000006275871,0.0001052457,0.00001001221,0.00003622361,0.9552451],"genre_scores_gemma":[0.0042235,0.000002068969,0.00006668874,0.0001836788,0.0002742797,0.000008377856,0.0001575446,0.00001171518,0.9950721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9272805,"threshold_uncertainty_score":0.2563277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00391027887897821,"score_gpt":0.1795530396864214,"score_spread":0.1756427608074432,"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."}}