{"id":"W2109994450","doi":"10.4172/2167-7972.1000102","title":"Production of β-(1,3)-glucanases by Trichoderma harzianum Rifai: Optimization and Application to Produce Gluco-oligosaccharides from Paramylon and Pustulan","year":2012,"lang":"en","type":"article","venue":"Fermentation Technology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Fundação Araucária; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Lakehead University","keywords":"Trichoderma harzianum; Microbiology; Trichoderma; Biology; Biotechnology; Botany; Biological pest control","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":[0.0001013313,0.0001151529,0.0001142904,0.0001408148,0.000076042,0.00001340331,0.00005948671,0.0001369589,0.000009114541],"category_scores_gemma":[0.0000990555,0.000124092,0.00001132596,0.0002335315,0.00007067633,0.00003179159,0.00005050465,0.00004754798,0.000002610017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001529604,"about_ca_system_score_gemma":0.00001179644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000278753,"about_ca_topic_score_gemma":0.000005908225,"domain_scores_codex":[0.999177,0.00003261103,0.0002159888,0.0003517988,0.00007988053,0.0001427487],"domain_scores_gemma":[0.9994874,0.00000346686,0.0001482759,0.0002152353,0.00008971639,0.00005590479],"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":[0.00004474729,0.00007724795,0.01733026,0.00001669444,0.00001812375,2.270256e-8,0.0001447666,0.0001204897,0.970351,0.00007010267,0.001099983,0.01072661],"study_design_scores_gemma":[0.0002450306,0.0001102804,0.01229695,0.000007260958,0.00002431006,0.00000840561,0.0003474853,0.0001647669,0.9833236,0.00006577792,0.003277408,0.0001287596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672331,0.000639958,0.02933836,0.002070349,0.0001495891,0.000479973,0.0000340658,0.00004307394,0.00001155609],"genre_scores_gemma":[0.9941361,0.0003887322,0.003871836,0.0001224158,0.0001406577,0.0001400838,0.0009903345,0.00001544108,0.0001943988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690302,"threshold_uncertainty_score":0.5060326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00466849807751814,"score_gpt":0.2368439133073999,"score_spread":0.2321754152298818,"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."}}