{"id":"W2122245744","doi":"10.1515/hf.2009.065","title":"Selective enzyme impregnation of chips to reduce specific refining energy in alkaline peroxide mechanical pulping","year":2009,"lang":"en","type":"article","venue":"Holzforschung","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iogen Corporation","funders":"","keywords":"Pulp (tooth); Peroxide; Refining (metallurgy); Materials science; Enzymatic hydrolysis; Pulp and paper industry; Hydrolysis; Lignin; Composite material; Chemistry; Chemical engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618876,0.0001583651,0.0002259425,0.0001405175,0.0000250038,0.00001460142,0.0001497685,0.0001247871,0.0000105915],"category_scores_gemma":[0.00003398821,0.0001776734,0.0000540198,0.0004253389,0.000007737411,0.0001183938,0.0000231562,0.0002014817,0.000006401292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328858,"about_ca_system_score_gemma":0.00001563983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525279,"about_ca_topic_score_gemma":0.00001428168,"domain_scores_codex":[0.9989537,0.00001692782,0.0003427862,0.0002246396,0.0001706425,0.0002912944],"domain_scores_gemma":[0.9995991,0.00003413947,0.0000412085,0.0001956172,0.00004013993,0.000089794],"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":[0.00001141971,0.00002409004,0.0000164257,0.00002081213,0.000009649013,0.000005118397,0.0002383279,0.002545069,0.9884838,0.001515671,0.0009590918,0.006170463],"study_design_scores_gemma":[0.0003112328,0.00005081543,0.0005717182,0.0001620631,0.000003945228,0.00000781657,0.00008843713,0.002170158,0.9951148,0.0004064979,0.0009213104,0.0001911928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657006,0.0009695831,0.003838046,0.0001891586,0.0002525743,0.0001134782,0.000008671508,0.0003142394,0.02861367],"genre_scores_gemma":[0.9968982,0.00007834665,0.002552687,0.00005972565,0.0001677568,0.00001044349,0.00001599591,0.00002497165,0.0001918776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119762,"threshold_uncertainty_score":0.724531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188120790039299,"score_gpt":0.2245132014787837,"score_spread":0.2126319935783907,"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."}}