{"id":"W2323312780","doi":"10.4164/sptj.49.675","title":"Effective Utilization of Woody Biomass Using Converge Mill and Enzymatic Saccharification Characteristics","year":2012,"lang":"en","type":"article","venue":"Journal of the Society of Powder Technology Japan","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sciencetech (Canada)","funders":"","keywords":"Raw material; Pulp and paper industry; Biomass (ecology); Biofuel; Mill; Enzymatic hydrolysis; Hydrolysis; Process engineering; Waste management; Chemistry; Engineering; Agronomy; Organic chemistry; Mechanical engineering","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":[0.0002151953,0.0004212497,0.0003191108,0.0005464369,0.0001489325,0.0005797785,0.0004277001,0.0002684905,0.0007240133],"category_scores_gemma":[0.0001909213,0.0001887571,0.0003548566,0.000542093,0.0001680074,0.0006040259,0.0003755662,0.0005327625,0.0003016165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608492,"about_ca_system_score_gemma":0.0001762825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001851438,"about_ca_topic_score_gemma":0.0006067577,"domain_scores_codex":[0.999831,0.00001402185,0.000018258,0.00004754463,0.00006851549,0.00002063342],"domain_scores_gemma":[0.9998791,0.00002038177,0.00002817562,0.00002120495,0.00002201207,0.00002911662],"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":[0.00004809186,0.00002949701,0.0004068677,0.00003002886,0.000003753448,0.0000499479,0.00001350586,0.0001871731,0.9917984,0.0001230891,0.00002497491,0.007284607],"study_design_scores_gemma":[0.00001133159,0.0002226725,0.005418765,0.000005274617,0.00001352904,0.000206565,0.00002175227,0.002541273,0.990003,0.00007085744,0.001475765,0.000009148798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702711,0.0006110607,0.02623794,0.00003768794,0.00001931336,0.00005489198,0.0002371631,0.0002225038,0.002308335],"genre_scores_gemma":[0.9562534,0.0004674795,0.04040888,0.00002993214,0.00001245285,0.00004458592,0.0005454803,0.00004194567,0.002195709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007240133,"threshold_uncertainty_score":0.002422094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672787522321631,"score_gpt":0.2357873313845434,"score_spread":0.2190594561613271,"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."}}