{"id":"W4383109846","doi":"10.4067/s0718-221x2023000100435","title":"Cellulose biosaccharification by Irpex lacteus wood decay fungus","year":2023,"lang":"es","type":"article","venue":"Maderas Ciencia y tecnología","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Academy of Sciences of Ukraine; Simon Fraser University","keywords":"Cellulase; Carboxymethyl cellulose; Cellulose; Chemistry; Hydrolysis; Food science; Substrate (aquarium); Enzymatic hydrolysis; Filter paper; Biomass (ecology); Sodium; Nuclear chemistry; Biochemistry; Chromatography; Organic chemistry; Agronomy; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009337101,0.0005959501,0.000233533,0.0001849593,0.0001242424,0.0003955848,0.0001325058,0.0001715892,0.000928645],"category_scores_gemma":[0.00008161538,0.00007594292,0.000233161,0.0001479906,0.00008276665,0.0002044521,0.0002581383,0.0004480007,0.0004435502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837262,"about_ca_system_score_gemma":0.0001756789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009454623,"about_ca_topic_score_gemma":0.0007664308,"domain_scores_codex":[0.9999003,0.00001317272,0.000009852964,0.00002563072,0.00002552666,0.00002540458],"domain_scores_gemma":[0.9999591,0.000005646409,0.0000103523,0.000005401774,0.000008316799,0.0000111774],"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":[0.00002771305,0.00001907202,0.0001395318,0.00002223498,0.000001858689,0.00005887822,0.000006582585,0.00002409764,0.998693,0.00001332459,0.00001137885,0.0009821792],"study_design_scores_gemma":[0.000006871971,0.0001730135,0.00524346,0.000008965202,0.00001253943,0.0002307995,0.00003304809,0.0003246579,0.9925418,0.00002138479,0.001399296,0.000004065801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951945,0.0007677328,0.001693441,0.00005883922,0.00001387365,0.00002076545,0.0003761552,0.00005777193,0.001816932],"genre_scores_gemma":[0.9888919,0.0005316774,0.003222212,0.00004724084,0.000009471019,0.00002529498,0.001340578,0.00002980352,0.005901961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009454623,"threshold_uncertainty_score":0.003106594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139704747779489,"score_gpt":0.2236911130909999,"score_spread":0.209720638313051,"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."}}