{"id":"W2077510918","doi":"10.1385/abab:113:1-3:251","title":"Characterization and Performance of Immobilized Amylase and Cellulase","year":2004,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cellulase; Amylase; Chemistry; Enzyme; Immobilized enzyme; Biochemistry; Biotechnology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189541,0.0003964414,0.0003423228,0.0002252485,0.0001958875,0.0008498103,0.0005533717,0.0004633353,0.0008149597],"category_scores_gemma":[0.0006343984,0.0002568839,0.0003172377,0.0004168468,0.0001835401,0.0003543411,0.0001976845,0.000558171,0.0004122906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751914,"about_ca_system_score_gemma":0.0002869515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189089,"about_ca_topic_score_gemma":0.001785798,"domain_scores_codex":[0.9996755,0.00002836614,0.00002806573,0.00006032284,0.0001439849,0.00006371125],"domain_scores_gemma":[0.9996648,0.00009260634,0.0000339753,0.00004355689,0.0001187429,0.00004640093],"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":[0.00007495101,0.0000278423,0.0001307607,0.00001728829,0.000005152028,0.00001229772,0.00001077523,0.00004600693,0.9987445,0.00001448016,0.00001344771,0.0009024095],"study_design_scores_gemma":[0.000004499714,0.00006246909,0.001124265,0.0000013693,0.000008162357,0.00002442025,0.000008399208,0.0005429379,0.9979795,0.000007261149,0.0002343907,0.000002269144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906775,0.001478892,0.006530485,0.00007048972,0.00002662316,0.00001790489,0.0002083936,0.00005622852,0.0009336132],"genre_scores_gemma":[0.9911256,0.0007278142,0.003801106,0.00004254926,0.0000137397,0.00002661621,0.0006928924,0.00005091276,0.003518813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189089,"threshold_uncertainty_score":0.004352689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003366585461860255,"score_gpt":0.1828270988426765,"score_spread":0.1794605133808163,"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."}}