{"id":"W2475660820","doi":"10.1021/bk-2001-0785.ch009","title":"Bleaching of High-Yield Lignocellulosic Pulps with Peroxygen Reagents","year":2001,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Peracetic acid; Hydrogen peroxide; Pulp and paper industry; Pulp (tooth); Chemistry; Yield (engineering); Straw; Reagent; Peroxide; Organic chemistry; Materials science; Composite material; Inorganic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006189774,0.0005355591,0.0005993736,0.00008701351,0.00006822162,0.00004745885,0.0003468884,0.0004660321,0.0001183563],"category_scores_gemma":[0.000003760724,0.0005027113,0.000108056,0.00004149252,0.0001066649,0.0001864266,0.00008527917,0.0004696281,0.00005007142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000711735,"about_ca_system_score_gemma":0.00004173869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004721654,"about_ca_topic_score_gemma":0.00002855469,"domain_scores_codex":[0.998562,0.00000446017,0.0004355767,0.0003435156,0.0003278326,0.0003266584],"domain_scores_gemma":[0.9990316,0.00003761626,0.000148941,0.0006062785,0.00006619437,0.000109369],"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":[0.0001675239,0.0000943382,0.0004306484,0.005351191,0.002817154,0.000583805,0.002704046,0.00216134,0.8914275,0.03394671,0.05938219,0.0009336284],"study_design_scores_gemma":[0.000305668,0.0001878239,0.000007446747,0.001126221,0.0002889961,0.0001233624,0.00007368271,0.000007169058,0.9287459,0.001488502,0.06669836,0.0009468469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01901755,0.001111285,0.00002370275,0.0001254783,0.0003783346,0.000199781,0.0000867376,0.0004022605,0.9786549],"genre_scores_gemma":[0.6752372,0.002306656,0.0002632228,0.00003442402,0.0004435916,0.00001404394,0.0001474852,0.0002353449,0.321318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6573368,"threshold_uncertainty_score":0.9997424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00804452760804584,"score_gpt":0.1671348726509495,"score_spread":0.1590903450429036,"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."}}