{"id":"W2381759032","doi":"","title":"Isolation of High Producing Cellulase Strain and Its Culture Medium Optimization","year":2009,"lang":"en","type":"article","venue":"Animal husbandry and feed science","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Cellulase; Trichoderma reesei; Congo red; Filter paper; Agar; Yeast extract; Cellulose; Corn steep liquor; Isolation (microbiology); Agar plate; Liquid medium; Strain (injury); Food science; Chemistry; Enzyme assay; Microbiology; Enzyme; Biology; Fermentation; Chromatography; Biochemistry; Bacteria","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":[0.0004848514,0.001010669,0.001212977,0.0008449358,0.0003797363,0.0007756948,0.0004929469,0.0004273189,0.001647698],"category_scores_gemma":[0.0005883763,0.0002940054,0.0004107665,0.001136857,0.0001408251,0.0002721463,0.0007045849,0.0006965436,0.001745502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927623,"about_ca_system_score_gemma":0.0003672218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134343,"about_ca_topic_score_gemma":0.001607971,"domain_scores_codex":[0.9995553,0.00007513887,0.00007905563,0.00009084056,0.0001345777,0.00006517349],"domain_scores_gemma":[0.999724,0.00004955594,0.00002428291,0.00005585972,0.00008823188,0.00005811506],"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":[0.00008276215,0.0001235701,0.000411303,0.00004933313,0.000005988973,0.00007450068,0.00002081127,0.00006476157,0.9950478,0.00004442546,0.0001097723,0.003965098],"study_design_scores_gemma":[0.0000370932,0.0005073212,0.005324591,0.00002792192,0.00006351077,0.0006030563,0.00006936255,0.0008774544,0.9844279,0.00006915806,0.007969592,0.00002314173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512073,0.002710007,0.03153865,0.0003937109,0.0001688944,0.001246964,0.005289985,0.0004352421,0.007009242],"genre_scores_gemma":[0.7926703,0.004434636,0.1518508,0.0002504192,0.0001419472,0.001332933,0.02905907,0.0003509402,0.01990889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647698,"threshold_uncertainty_score":0.005512118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008664654856884654,"score_gpt":0.2020991696983422,"score_spread":0.1934345148414575,"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."}}