{"id":"W1972694966","doi":"10.1016/s0960-8524(02)00165-7","title":"Fractionation of Eucalyptus grandis chips by dilute acid-catalysed steam explosion","year":2002,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Lignin; Steam explosion; Chemistry; Hemicellulose; Cellulose; Xylose; Fractionation; Yield (engineering); Nuclear chemistry; Organic chemistry; Pulp and paper industry; Materials science; Fermentation","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":[0.00009327579,0.0003845336,0.0002725766,0.000321435,0.000217851,0.0003225361,0.0001462152,0.0001607459,0.0005815731],"category_scores_gemma":[0.00007192045,0.0001309856,0.0002250307,0.000214857,0.000159927,0.0002231771,0.0001668878,0.0003058652,0.000236559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941443,"about_ca_system_score_gemma":0.0002693091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628969,"about_ca_topic_score_gemma":0.005262235,"domain_scores_codex":[0.9999444,0.000004188094,0.000003066615,0.00001187474,0.00001630651,0.00002003447],"domain_scores_gemma":[0.9999682,0.000008613849,0.000003751967,0.000003081049,0.000007664721,0.000008866278],"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":[0.00007899,0.00001149284,0.000180187,0.00001887924,0.000007313268,0.00003758078,0.00001726461,0.0001424503,0.99796,0.00003272647,0.00001974682,0.001493445],"study_design_scores_gemma":[0.000005287486,0.00005386518,0.003088585,0.000002429734,0.00001028656,0.00004707206,0.00002439712,0.0004699089,0.9956815,0.00003377322,0.0005786296,0.000004122441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964535,0.0005906119,0.001709944,0.00003407727,0.00001784669,0.000009096268,0.000117038,0.00002628991,0.001041663],"genre_scores_gemma":[0.9949253,0.0003654535,0.001207111,0.00002602459,0.000005156858,0.000006089756,0.0003645423,0.00002132909,0.003079035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002628969,"threshold_uncertainty_score":0.005227387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041398569808693,"score_gpt":0.1796223520440664,"score_spread":0.1692083663459795,"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."}}