{"id":"W1977410747","doi":"10.1007/s12010-013-0460-3","title":"Genome Mining for New α-Amylase and Glucoamylase Encoding Sequences and High Level Expression of a Glucoamylase from Talaromyces stipitatus for Potential Raw Starch Hydrolysis","year":2013,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Pichia pastoris; Thermostability; Hydrolysis; Starch; Amylase; Chemistry; Fermentation; Biochemistry; Food science; Raw material; Enzyme; Recombinant DNA; Gene; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008625534,0.0002158777,0.0002478495,0.00006216289,0.0001420404,0.00003931302,0.0001162648,0.0004908092,0.00001498164],"category_scores_gemma":[0.00006182257,0.0002023943,0.00004103714,0.00007089452,0.0002992454,0.00001281788,0.000159888,0.00008308198,3.000447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007044718,"about_ca_system_score_gemma":0.00004607181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000623605,"about_ca_topic_score_gemma":0.000003671079,"domain_scores_codex":[0.9987763,0.00001047115,0.0002708648,0.00063325,0.00006917483,0.0002400004],"domain_scores_gemma":[0.9993963,0.00003316958,0.0001799235,0.0002258702,0.00005821707,0.0001064846],"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":[0.0002721624,0.00003310574,0.0000621841,0.0001147843,0.00004205286,9.24514e-7,0.00005209308,0.000004013059,0.9933392,0.00004875285,0.00007149447,0.005959182],"study_design_scores_gemma":[0.001207572,0.000236851,0.0002852025,0.00001732311,0.00005260767,0.00002742415,0.0004562373,0.000098307,0.9962202,0.0006545983,0.0005082996,0.0002354123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891566,0.001182167,0.008134518,0.000807625,0.00004243204,0.0004390445,0.0002049339,0.00002572893,0.000006963916],"genre_scores_gemma":[0.9874843,0.0007244028,0.01049513,0.0000594736,0.0002072499,0.0001172368,0.0007893291,0.00001818568,0.0001046591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005723769,"threshold_uncertainty_score":0.82534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024979045594668,"score_gpt":0.2164476291834811,"score_spread":0.2061978387275344,"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."}}