{"id":"W2059271401","doi":"10.1159/000142896","title":"Rapid Access to Genes of Biotechnologically Useful Enzymes by Partial Genome Sequencing: The Thermoalkaliphile <i>Anaerobranca gottschalkii</i>","year":2008,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Alberta; Genome Canada; Deutsche Bundesstiftung Umwelt","keywords":"Gene; Pullulanase; Genome; Contig; Biology; DNA sequencing; Whole genome sequencing; Sequence assembly; Computational biology; Shotgun sequencing; Enzyme; Genetics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000231985,0.0008210122,0.0006386196,0.0006700529,0.0002491444,0.0004584944,0.000350325,0.0002861087,0.001404231],"category_scores_gemma":[0.0004679912,0.000267327,0.0005398971,0.001175371,0.000227925,0.0003163974,0.000461195,0.0005594197,0.001464769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062985,"about_ca_system_score_gemma":0.000589402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511534,"about_ca_topic_score_gemma":0.001780788,"domain_scores_codex":[0.9998412,0.00002043783,0.00001352108,0.00004504131,0.00005604194,0.00002382625],"domain_scores_gemma":[0.9997237,0.00005594511,0.00004876442,0.00004296765,0.00008244444,0.0000461463],"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":[0.0001353706,0.00001623491,0.0003393729,0.0001602075,0.000009409811,0.00005106586,0.00003300335,0.0001115715,0.9923396,0.00006800977,0.0001741384,0.006561948],"study_design_scores_gemma":[0.00005538292,0.0003236271,0.02475376,0.00004424034,0.0001781747,0.0008469458,0.0001316662,0.001757919,0.9504665,0.000315094,0.02109794,0.00002873151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8577584,0.004930029,0.1014121,0.0005475195,0.00009621592,0.0002995585,0.02810413,0.00154855,0.005303337],"genre_scores_gemma":[0.650061,0.007371844,0.1710557,0.0002665801,0.00005626146,0.0005865887,0.1603809,0.000804052,0.009417122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001511534,"threshold_uncertainty_score":0.004697621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966606491771329,"score_gpt":0.2242346346461233,"score_spread":0.20456856972841,"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."}}