{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006158244,0.0003107373,0.0001430061,0.0001627338,0.0001212076,0.0002396007,0.0001186534,0.0001559193,0.0005278778],"category_scores_gemma":[0.00006073313,0.00005655464,0.0001473462,0.0001913552,0.0001065258,0.0001850153,0.0001279359,0.0002678281,0.0001783691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010702,"about_ca_system_score_gemma":0.000145821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557475,"about_ca_topic_score_gemma":0.001017543,"domain_scores_codex":[0.9999527,0.000004719715,0.000002215462,0.000009396977,0.00001393577,0.00001705457],"domain_scores_gemma":[0.999985,0.00000227409,0.000003469664,0.000002583624,0.00000331778,0.000003360576],"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":[0.00001633466,0.00001796686,0.00008816583,0.000055924,0.000004121004,0.00008264699,0.00002586971,0.0002021813,0.9964561,0.0002621834,0.00001937036,0.002768996],"study_design_scores_gemma":[9.546078e-7,0.00003369851,0.0006338643,0.000002549795,0.000004962347,0.00003709967,0.00001385174,0.0002609779,0.9973998,0.00004539473,0.001564691,0.000002150153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868383,0.001026454,0.008634063,0.00002793189,0.00001732106,0.00002574188,0.000169563,0.00006332131,0.003197314],"genre_scores_gemma":[0.993612,0.0006550166,0.003428245,0.00001202899,0.000002950732,0.000009210898,0.0001723839,0.00001404147,0.002094185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005278778,"threshold_uncertainty_score":0.001765966,"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."}}