{"id":"W2118816218","doi":"10.1016/j.biortech.2012.03.069","title":"Removal of inhibitors from pre-hydrolysis liquor of kraft-based dissolving pulp production process using adsorption and flocculation processes","year":2012,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Dissolving pulp; Chemistry; Flocculation; Adsorption; Pulp and paper industry; Kraft paper; Hydrolysis; Kraft process; Furfural; Lignin; Cellulose; Xylose; Activated carbon; Pulp (tooth); Chromatography; Fermentation; Organic chemistry; Catalysis","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":[0.000163124,0.0004874722,0.0004870013,0.000247863,0.0003035233,0.0004730074,0.0003274722,0.000320087,0.0004840873],"category_scores_gemma":[0.000202291,0.0001946837,0.0003477079,0.0001851784,0.0001412113,0.0004503772,0.0001726504,0.0004794976,0.0001642841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003112466,"about_ca_system_score_gemma":0.0005594165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475409,"about_ca_topic_score_gemma":0.007942336,"domain_scores_codex":[0.9998503,0.00001397514,0.00001357788,0.00002062853,0.00005601317,0.00004554803],"domain_scores_gemma":[0.9999148,0.00002067419,0.0000185087,0.000006084645,0.00002705996,0.00001287559],"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":[0.0001657019,0.00005066724,0.000269549,0.00007756543,0.000009722332,0.00003401709,0.00002437927,0.0001800747,0.9959752,0.00003484391,0.00002825586,0.003149966],"study_design_scores_gemma":[0.000002278096,0.00005626292,0.0007181066,0.000002990044,0.00001075866,0.00001347023,0.000009562065,0.0005253031,0.9984068,0.000004288975,0.0002470456,0.000003105461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961932,0.0009698286,0.001901268,0.00004370716,0.00001631413,0.00001973285,0.00007758625,0.00002981778,0.0007486037],"genre_scores_gemma":[0.9935089,0.001040419,0.002308488,0.00002621175,0.00000797845,0.00001698844,0.0001978085,0.00001579864,0.002877427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004475409,"threshold_uncertainty_score":0.008898735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00993947160546723,"score_gpt":0.2224617152600119,"score_spread":0.2125222436545447,"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."}}