{"id":"W2982707855","doi":"10.32964/tj12.2.29","title":"Implications of converting a kraft pulp mill to a dissolving pulp operation with a hemicellulose extraction stage","year":2013,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemicellulose; Dissolving pulp; Pulp and paper industry; Pulp (tooth); Kraft paper; Kraft process; Waste management; Pulp mill; Cellulose; Engineering; Effluent; Chemical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001619709,0.0001085422,0.0001139597,0.000123026,0.0001275689,0.00007790719,0.00009170282,0.00005422418,0.0006844621],"category_scores_gemma":[0.00001766609,0.00008906312,0.00003783114,0.0001732924,0.00001859113,0.0004447714,0.00001491186,0.0002311804,0.00008126277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008965973,"about_ca_system_score_gemma":0.0000227441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003912709,"about_ca_topic_score_gemma":0.000006624005,"domain_scores_codex":[0.9992605,0.00001985907,0.0002798051,0.0001218844,0.0001347607,0.0001831485],"domain_scores_gemma":[0.9994677,0.00001380611,0.00009001079,0.000139091,0.0001496679,0.0001396727],"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":[0.00001290317,0.00002886835,0.00123694,0.00006669108,0.00002793092,0.000001118154,0.0006522494,0.002178333,0.9887226,0.00001575133,0.002035519,0.00502106],"study_design_scores_gemma":[0.001434697,0.0003184937,0.02218225,0.000258504,0.00007459843,0.0007789834,0.003733284,0.03613284,0.8989552,0.0001197756,0.03532841,0.0006829656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750186,0.000136844,0.02187184,0.00151199,0.0002161686,0.0003047659,0.000004295348,0.00008302517,0.0008524822],"genre_scores_gemma":[0.9964113,0.00005574878,0.002823314,0.00007461286,0.0001669891,0.00001647289,0.00000546971,0.00001849178,0.0004276624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08976743,"threshold_uncertainty_score":0.749438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106389857882544,"score_gpt":0.226734211171587,"score_spread":0.2156703125927616,"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."}}