{"id":"W4411515088","doi":"10.1016/j.indcrop.2025.121384","title":"Bioconversion of lignocellulose in ensiled Caragana korshinskii Kom. into bioethanol by ferulic acid esterase-producing Limosilactobacillus reuteri A4-2 and Acremonium cellulase","year":2025,"lang":"en","type":"article","venue":"Industrial Crops and Products","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Bioconversion; Cellulase; Ferulic acid; Chemistry; Esterase; Food science; Organic chemistry; Enzyme; Fermentation","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":[0.0001542991,0.0007840915,0.000489087,0.0002422153,0.0001831342,0.0003373155,0.0001773544,0.0002045225,0.0004338569],"category_scores_gemma":[0.00009540264,0.0001921351,0.0004608483,0.0003013222,0.000139198,0.0003336778,0.0002882918,0.0004509062,0.0001197887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473293,"about_ca_system_score_gemma":0.0002901517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002569198,"about_ca_topic_score_gemma":0.00488258,"domain_scores_codex":[0.9998664,0.00001491386,0.00001472155,0.0000298427,0.00003913479,0.00003500053],"domain_scores_gemma":[0.9999526,0.000005155372,0.00001301337,0.000004657979,0.00001046508,0.00001417551],"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":[0.00008794366,0.00002436998,0.000185145,0.00004573993,0.000009160513,0.00003672118,0.0000108963,0.00005708212,0.9987016,0.000008654946,0.000004345834,0.0008282799],"study_design_scores_gemma":[0.00001756663,0.000544439,0.02013253,0.00001810235,0.00006880689,0.00009765293,0.0001131055,0.0007809363,0.9772106,0.00002323364,0.0009829287,0.0000100822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988502,0.0004601281,0.0002524218,0.00001026535,0.000009472063,0.000009177644,0.00007412438,0.000005814093,0.0003283475],"genre_scores_gemma":[0.99684,0.0004613804,0.001064408,0.00002201278,0.000003981894,0.00001735125,0.0003795241,0.000006871664,0.001204376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002569198,"threshold_uncertainty_score":0.005108476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407849951116685,"score_gpt":0.2089319296195667,"score_spread":0.1948534301083998,"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."}}