{"id":"W2893432474","doi":"10.3390/molecules23102464","title":"Effects of Process Parameters on Hydrolytic Treatment of Black Liquor for the Production of Low-Molecular-Weight Depolymerized Kraft Lignin","year":2018,"lang":"en","type":"article","venue":"Molecules","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Chemistry; Depolymerization; Lignin; Black liquor; Methanol; Yield (engineering); Solvent; Catalysis; Kraft paper; Phenol; Hydrolysis; Reagent; Organic chemistry; Nuclear chemistry; Pulp and paper industry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003670666,0.0008513226,0.0006394302,0.0003808454,0.0002378109,0.0006825012,0.0003534398,0.0004606566,0.001598109],"category_scores_gemma":[0.0007597173,0.0002745541,0.0003903794,0.00068933,0.0002094161,0.0007804311,0.0002777864,0.001054545,0.0004616657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860173,"about_ca_system_score_gemma":0.0003510808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008785433,"about_ca_topic_score_gemma":0.001811996,"domain_scores_codex":[0.9995486,0.00007511803,0.00007074016,0.0001093249,0.0001167721,0.00007938223],"domain_scores_gemma":[0.9996233,0.0001130896,0.0001347075,0.00002025546,0.00006658106,0.00004202592],"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":[0.0006056232,0.0002104818,0.0004751357,0.000426905,0.00003144949,0.0001170747,0.00008389779,0.0004665682,0.9928548,0.00004600952,0.00007469956,0.004607345],"study_design_scores_gemma":[0.00001694207,0.0007448863,0.003854526,0.00004138696,0.00007065974,0.00006718977,0.0001113975,0.0007263776,0.9925244,0.00003239021,0.001786731,0.00002311592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897577,0.005492311,0.002317071,0.0001105348,0.00007736946,0.00007142893,0.000396027,0.00006383398,0.001713706],"genre_scores_gemma":[0.9903327,0.004234063,0.003609757,0.00008987547,0.00002849053,0.000094246,0.0004955761,0.00006786569,0.001047496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001598109,"threshold_uncertainty_score":0.005346239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004734037672344181,"score_gpt":0.2144376412803954,"score_spread":0.2097036036080512,"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."}}