{"id":"W1975222144","doi":"10.1016/j.biortech.2012.05.037","title":"Influence of TEMPO-mediated oxidation on the lignin of thermomechanical pulp","year":2012,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Major State Basic Research Development Program of China; National Natural Science Foundation of China","keywords":"Lignin; Oxidizing agent; Chemistry; Cellulose; Pulp (tooth); Organic chemistry; Kraft process; Chemical engineering; Kraft paper","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002825037,0.0003615225,0.0001845463,0.0001407053,0.0001433624,0.0002965426,0.0002951436,0.0002995861,0.002291597],"category_scores_gemma":[0.0004623699,0.0001223651,0.000182345,0.0001654506,0.0002372581,0.0003910377,0.0001440986,0.0004061673,0.0001985667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183968,"about_ca_system_score_gemma":0.0002114829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008062392,"about_ca_topic_score_gemma":0.001144079,"domain_scores_codex":[0.9998448,0.00003248665,0.00001058189,0.00002589409,0.0000289149,0.00005723878],"domain_scores_gemma":[0.9997978,0.00008907594,0.00003732683,0.00001547983,0.0000322724,0.00002806499],"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":[0.000696316,0.00004842427,0.0001564887,0.00008119753,0.00001388368,0.00007967291,0.00006938507,0.0001224264,0.9964503,0.0001531382,0.00004330019,0.002085473],"study_design_scores_gemma":[0.0000119944,0.0002085568,0.0004282535,0.000003218411,0.00001022608,0.0000209189,0.0000184212,0.0002985456,0.9986247,0.00001807611,0.0003530036,0.000004167774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975247,0.0005505956,0.0006317055,0.00003408408,0.00002718519,0.000006380635,0.00005011713,0.00001599005,0.001159226],"genre_scores_gemma":[0.9985164,0.0002634792,0.00036051,0.00001870011,0.000008883438,0.000002773508,0.00006581662,0.000008599915,0.0007547837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002291597,"threshold_uncertainty_score":0.007666111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006857977762709645,"score_gpt":0.1911362860166644,"score_spread":0.1842783082539547,"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."}}