{"id":"W2078587815","doi":"10.1016/s0141-0229(02)00249-1","title":"Induction, screening and identification of Coniothyrium minitans mutants with enhanced β-glucanase activity","year":2002,"lang":"en","type":"article","venue":"Enzyme and Microbial Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development","funders":"","keywords":"Glucanase; Laminarin; Glucan; Mutant; Microbiology; Strain (injury); Fungus; Biology; Spore; Enzyme; Chemistry; Biochemistry; Botany; Gene","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":[0.00004219086,0.00008378095,0.0001107497,0.0001583075,0.0000514743,0.000008854089,0.00004020398,0.000144228,0.00002777893],"category_scores_gemma":[0.000008330847,0.00007904816,0.000009024315,0.0001993663,0.0001752736,0.00009211496,0.00001777903,0.0001215853,0.000003120444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048711,"about_ca_system_score_gemma":0.000002652058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131619,"about_ca_topic_score_gemma":0.00001240048,"domain_scores_codex":[0.9995849,0.000007182064,0.000110059,0.0001598496,0.00003148797,0.000106594],"domain_scores_gemma":[0.9997848,0.000004794813,0.00004224105,0.0001137832,0.00003158568,0.00002273997],"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":[0.00001110022,0.0000154,0.00007044341,0.00004764167,0.0000176388,8.391676e-7,0.0001087521,0.000004890801,0.9801138,0.00002677425,0.0003441586,0.01923858],"study_design_scores_gemma":[0.0003619193,0.00005962376,0.0004000249,0.00001548742,0.00001285683,0.00005410533,0.0001919706,0.0002460599,0.9957336,0.0000173946,0.002811617,0.00009535658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953372,0.0004471016,0.003278757,0.000482923,0.0001202119,0.0001061334,0.000009903052,0.0001468196,0.00007094625],"genre_scores_gemma":[0.9991308,0.0002907813,0.0003849983,0.00001140441,0.00002639245,0.00000325949,0.000002059478,0.000008810676,0.0001415347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914322,"threshold_uncertainty_score":0.322349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008936285729602518,"score_gpt":0.1887396662263192,"score_spread":0.1798033804967167,"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."}}