{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004638586,0.0004379512,0.0003234876,0.0005236105,0.0003068557,0.0002258872,0.0005665131,0.000675673,0.0009257353],"category_scores_gemma":[0.00007852861,0.0004363255,0.0001506073,0.001719655,0.0002086869,0.0003002099,0.0001607921,0.0005988722,0.007355588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108398,"about_ca_system_score_gemma":0.00006620459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005057291,"about_ca_topic_score_gemma":0.000001535539,"domain_scores_codex":[0.9973015,0.00008554743,0.0004785807,0.0008466318,0.0004239683,0.0008637324],"domain_scores_gemma":[0.9988059,0.00005458446,0.0001404415,0.0006909459,0.00009443473,0.0002136629],"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":[0.00001918407,0.0001401537,0.002187707,0.0003891734,0.00007086412,0.00002034781,0.0004142215,0.0000431998,0.8286322,0.0007860845,0.145654,0.02164288],"study_design_scores_gemma":[0.0005168672,0.000120877,0.01430116,0.00005316691,0.00005523263,0.00001528003,0.0004444438,0.003093678,0.5227765,0.00009548137,0.4578802,0.0006471156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625349,0.006182509,0.0009596949,0.01129873,0.004325999,0.0009753921,0.0002181228,0.004035547,0.009469101],"genre_scores_gemma":[0.989033,0.002412102,0.0001512882,0.0002288529,0.0003560806,0.00003371845,0.0002164815,0.00006853193,0.007499882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3122261,"threshold_uncertainty_score":0.9999875,"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."}}