{"id":"W4387867746","doi":"10.1016/j.jics.2023.101106","title":"Potential of cellulose from wood waste for immobilization Saccharomyces cerevisiae in bioethanol production","year":2023,"lang":"en","type":"article","venue":"Journal of the Indian Chemical Society","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Kementerian Riset Teknologi Dan Pendidikan Tinggi Republik Indonesia","keywords":"Cellulose; Chemistry; Lignin; Fermentation; Biofuel; Microcrystalline cellulose; Leaching (pedology); Pulp and paper industry; Yeast; Chemical engineering; Food science; Waste management; Organic chemistry; Biochemistry; Biology","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":[0.0002362156,0.00007565935,0.0001409843,0.00003908437,0.00002348735,0.0000102049,0.0001547908,0.0001264625,0.0000181917],"category_scores_gemma":[0.0000461571,0.00005442298,0.0002420801,0.0003295729,0.00004279013,0.000104604,0.00002800979,0.0001939989,0.000002310099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008100528,"about_ca_system_score_gemma":0.0000199269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005343695,"about_ca_topic_score_gemma":3.28093e-7,"domain_scores_codex":[0.9993111,0.0000150937,0.0003086506,0.00009073953,0.0001601902,0.0001141501],"domain_scores_gemma":[0.9996378,0.0000195919,0.0001496673,0.0000995973,0.00006120835,0.00003206761],"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":[0.00001989117,0.00002623849,0.0002827151,0.0002110189,0.0000403035,3.387129e-7,0.0007666504,0.0009159692,0.9895048,6.466464e-7,0.007393658,0.0008378092],"study_design_scores_gemma":[0.0003857669,0.00001591708,0.00036743,0.00008600291,0.00002764554,0.000004693281,0.0009200846,0.002438732,0.9948676,0.000237271,0.000583305,0.00006555821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971967,0.0001662626,0.00008003804,0.001340913,0.001022266,0.0001566245,0.00001287801,0.00002066272,0.000003616923],"genre_scores_gemma":[0.9987037,0.00022055,0.0004158278,0.00001674887,0.0005810657,0.00000209835,0.00000880432,0.00001172641,0.00003953935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006810353,"threshold_uncertainty_score":0.2219305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031408440143112,"score_gpt":0.2148009215788116,"score_spread":0.2044868371773804,"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."}}