{"id":"W2329755551","doi":"10.1021/ie300265s","title":"Effect of Hemicellulose Pre-extraction on the Properties and Bleachability of Aspen (Populus tremuloides) Chemithermomechanical Pulp","year":2012,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of New Brunswick","funders":"FPInnovations","keywords":"Pulp (tooth); Hemicellulose; Pulp and paper industry; Chemistry; Extraction (chemistry); Sulfuric acid; Ultimate tensile strength; Peroxide; Lignin; Chromatography; Materials science; Composite material; Organic chemistry; Engineering","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":[0.0001699291,0.0004398329,0.0002740416,0.0002242166,0.0001639616,0.0002517279,0.0001325234,0.0002281927,0.001109607],"category_scores_gemma":[0.0002707754,0.0001525272,0.0002562985,0.0002075278,0.0001522939,0.000343392,0.0001599311,0.0005293207,0.0001622525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343773,"about_ca_system_score_gemma":0.0001816811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006721321,"about_ca_topic_score_gemma":0.001546987,"domain_scores_codex":[0.9998655,0.00002051691,0.0000138256,0.00002825639,0.00004060269,0.00003124803],"domain_scores_gemma":[0.9997171,0.00007187606,0.00008119599,0.00002089588,0.00004486502,0.00006412347],"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":[0.0003685654,0.00008142427,0.0002231707,0.00004671314,0.000008940988,0.00003379176,0.00001359118,0.00006918149,0.9980242,0.00000937508,0.000007575594,0.001113474],"study_design_scores_gemma":[0.00000653017,0.0004691996,0.004812728,0.000003688403,0.00001426301,0.00002690136,0.00001490048,0.0001225924,0.9942828,0.000006550067,0.0002348721,0.000004949326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989185,0.0004064801,0.0001974844,0.00001048766,0.000004796545,0.000009652396,0.00007080947,0.000006973158,0.0003749194],"genre_scores_gemma":[0.997403,0.0004452983,0.0007128793,0.00003004005,0.000003663154,0.00001070097,0.000202442,0.00001036011,0.001181679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109607,"threshold_uncertainty_score":0.003711998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541884979052968,"score_gpt":0.3033827624682888,"score_spread":0.2279639126777591,"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."}}