{"id":"W2089500383","doi":"10.3183/npprj-2009-24-02-p193-198","title":"Chemical pulping","year":2009,"lang":"en","type":"article","venue":"Nordic Pulp & Paper Research Journal","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Pulp and paper industry; Chemistry; Environmental science; Engineering","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":[0.0008627257,0.0001432037,0.0001670074,0.0001237504,0.0002035075,0.0002078535,0.0004430141,0.0001334704,0.0003114459],"category_scores_gemma":[0.0001095622,0.0001284926,0.0001026726,0.0003164735,0.00006712863,0.0002524639,0.00004149172,0.001800067,0.0001708008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976239,"about_ca_system_score_gemma":0.00008043542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001792443,"about_ca_topic_score_gemma":3.994978e-7,"domain_scores_codex":[0.9979137,0.00004588653,0.0002636966,0.0001580009,0.0008074349,0.0008113403],"domain_scores_gemma":[0.9991185,0.00006334651,0.00001714166,0.0002334358,0.0001265269,0.0004410207],"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":[0.000007850899,0.00003635434,0.0001363619,0.00002080867,0.00003042254,0.0001876631,0.0001215549,0.0000368392,0.8876426,0.00008762491,0.08676832,0.0249236],"study_design_scores_gemma":[0.001173835,0.0001104637,0.0007256943,0.000243584,0.00001388592,0.001728737,0.0002821377,0.000674159,0.8667802,0.006643576,0.1211044,0.0005193664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.678019,0.004481597,0.0001857147,0.003179262,0.0004603993,0.0001737097,0.000004546099,0.0003760812,0.3131197],"genre_scores_gemma":[0.997151,0.0004263508,0.0004180617,0.0001608636,0.001291357,0.000003915143,0.000003067004,0.0000256176,0.0005198162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3191319,"threshold_uncertainty_score":0.7820497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162238371345502,"score_gpt":0.3218998994805815,"score_spread":0.2902775157671265,"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."}}