{"id":"W2017215214","doi":"10.1385/abab:129:1:180","title":"Properties and Performance of Glucoamylases for Fuel Ethanol Production","year":2006,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dextrin; Maltodextrin; Chemistry; Food science; Ethanol; Hydrolysis; Fermentation; Kinetics; Yeast; Biochemistry; Chromatography; Starch","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006048894,0.0001050861,0.0001013797,0.00002908737,0.00005613719,0.000006488336,0.00005262821,0.000268423,0.000001138305],"category_scores_gemma":[0.00002387014,0.00009419901,0.00001593795,0.00005932938,0.0002640942,0.00000308702,0.00005070066,0.00005021477,2.547859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003226293,"about_ca_system_score_gemma":0.00001519805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000212421,"about_ca_topic_score_gemma":0.000001169669,"domain_scores_codex":[0.99939,0.000003424501,0.0001432357,0.0003148712,0.00003583669,0.0001126524],"domain_scores_gemma":[0.9996992,0.000001971554,0.00008067742,0.0001596007,0.00004393249,0.00001462641],"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":[0.0001724782,0.00003795033,0.0003368619,0.0003656724,0.00001066669,3.379387e-8,0.000005463396,0.00000153679,0.9946975,0.00014931,0.0001682383,0.00405435],"study_design_scores_gemma":[0.0002442637,0.000142358,0.0003424542,0.00001169113,0.00001210212,0.00002381107,0.00004534361,0.00001361851,0.9932999,0.00007527127,0.005673322,0.0001158815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974951,0.001106613,0.0001203538,0.0009003943,0.00004281739,0.0001996784,0.000008843233,0.00002764788,0.00009862127],"genre_scores_gemma":[0.9978622,0.000897584,0.0004943032,0.00003636355,0.0001712111,0.00005449579,0.0001112867,0.000009251378,0.0003633533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005505083,"threshold_uncertainty_score":0.3841324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008076891407569136,"score_gpt":0.1896864247583265,"score_spread":0.1816095333507573,"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."}}