{"id":"W1528453088","doi":"10.15376/biores.7.3.3051-3063","title":"Aspects on bleaching and tempo-mediated oxidation of wheat straw pulp fractions","year":2012,"lang":"en","type":"article","venue":"BioResources","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Straw; Pulp (tooth); Kappa number; Pulp and paper industry; Hypochlorite; Fractionation; Chemistry; Lignin; Environmental science; Kraft process; Engineering; Chromatography; Kraft paper; Dentistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00005348031,0.00007447089,0.00007487423,0.0000403455,0.00003680296,0.00001345267,0.00003816373,0.00006166584,0.00001652428],"category_scores_gemma":[0.00001597186,0.00006822438,0.00001710144,0.00005691442,0.00002091951,0.00008200925,0.000008610036,0.00008529149,0.00001285172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001396285,"about_ca_system_score_gemma":0.000002349743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767033,"about_ca_topic_score_gemma":0.000002215108,"domain_scores_codex":[0.999634,0.000006977113,0.00009295128,0.00006021194,0.00008270783,0.0001231915],"domain_scores_gemma":[0.9997673,0.00005148986,0.00002189988,0.00008691588,0.000006836005,0.00006557348],"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":[0.000002120398,0.00003231762,0.01450063,0.00006629403,0.00002516906,3.695121e-7,0.0006216019,0.00004215295,0.982759,0.00008222806,0.00138308,0.0004850648],"study_design_scores_gemma":[0.0001292018,0.00001578956,0.009876565,0.00003554553,0.00001203963,0.000002374751,0.0002881039,0.0001223187,0.9842652,0.00001401401,0.005144739,0.00009412411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876494,0.000466845,0.00001642108,0.00002749794,0.00007946775,0.00003456415,0.000007504252,0.000107397,0.0116109],"genre_scores_gemma":[0.9996419,0.00003080758,0.00008454436,0.00001090923,0.0001611083,0.00000265999,0.00001542828,0.00001228998,0.00004035262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119925,"threshold_uncertainty_score":0.2782109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009441387618547646,"score_gpt":0.2069082293621748,"score_spread":0.1974668417436271,"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."}}