{"id":"W2759514266","doi":"10.3390/catal7100294","title":"Transformation of Sugar Maple Bark through Catalytic Organosolv Pulping","year":2017,"lang":"en","type":"article","venue":"Catalysts","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Organosolv; Biorefinery; Chemistry; Lignin; Pulp (tooth); Bark (sound); Furfural; Organic chemistry; Pulp and paper industry; Cellulosic ethanol; Cellulose; Raw material; Catalysis","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":[0.00004543805,0.0001021957,0.0001472576,0.00001679732,0.00009139818,0.00003461932,0.0002708052,0.00007337562,0.00001167931],"category_scores_gemma":[0.00001623335,0.0001043045,0.00005180648,0.00003812384,0.0000436226,0.0003282759,0.00002144997,0.00007880633,0.00005865645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315769,"about_ca_system_score_gemma":0.00001458445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003290369,"about_ca_topic_score_gemma":0.000007305319,"domain_scores_codex":[0.9994689,0.000002085572,0.0001787528,0.00009219018,0.0001032552,0.0001548059],"domain_scores_gemma":[0.9993917,0.000008777861,0.00004793592,0.0004844772,0.00002643156,0.0000406891],"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":[0.000004638707,0.00003118518,0.0008368384,0.001277841,0.0001500194,0.00001379422,0.004999317,0.0001810122,0.9728854,0.0005282215,0.01741358,0.001678096],"study_design_scores_gemma":[0.0002208261,0.000004217906,0.0005087419,0.00004744119,0.0000229837,0.000007412713,0.00008972904,0.0002840901,0.9971427,0.0001147487,0.001434235,0.0001228821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173451,0.0004721756,0.001064836,0.0001333505,0.000610174,0.000186654,0.00006444836,0.0002725854,0.1798507],"genre_scores_gemma":[0.9994782,0.00002672323,0.0001331616,0.000008173644,0.00007632263,0.000004343501,0.0001068553,0.00002035633,0.0001459001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821331,"threshold_uncertainty_score":0.4253415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304216122868434,"score_gpt":0.2271719681393579,"score_spread":0.2141298069106736,"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."}}