{"id":"W4386131031","doi":"10.26599/pbm.2016.9260004","title":"Upgrading Paper-grade Softwood Kraft Pulp to Dissolving Pulp by Cold Caustic Extraction","year":2016,"lang":"en","type":"article","venue":"Paper and Biomaterials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Dissolving pulp; Pulp and paper industry; Pulp (tooth); Hemicellulose; Kraft process; Kraft paper; Softwood; Cellulose; Kappa number; Dissolution; Chemistry; Chromatography; Extraction (chemistry); Raw material; Materials science; Organic chemistry; 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":[0.000635447,0.0002927793,0.0004032225,0.00008636768,0.0004183791,0.0002587212,0.0002067478,0.00009444034,0.0008978656],"category_scores_gemma":[0.0004201957,0.000186279,0.00004732901,0.0001509602,0.0001711395,0.0007411878,0.0002399698,0.0000283712,0.000279014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112923,"about_ca_system_score_gemma":0.00002422612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009613208,"about_ca_topic_score_gemma":0.00002661637,"domain_scores_codex":[0.9976395,0.0001528838,0.0004300316,0.0006175189,0.0003821295,0.0007779032],"domain_scores_gemma":[0.9988739,0.0003571179,0.0001174402,0.0002922544,0.00006616056,0.0002931225],"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":[0.00004513029,0.00004595988,0.0001902897,0.00007530888,0.00001806478,0.00001858358,0.0001436567,3.944028e-7,0.9961586,0.000134233,0.001325012,0.00184477],"study_design_scores_gemma":[0.0004039691,0.0001152933,0.0009040839,0.0001391029,0.00002540713,0.0000228585,0.000100277,8.923898e-7,0.979628,0.0003889688,0.01794945,0.0003216669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946701,0.0007705178,0.001253666,0.001578685,0.0006883825,0.0004664624,0.0002177531,0.0001975304,0.0001568811],"genre_scores_gemma":[0.9969676,0.000618522,0.0009340739,0.0001666432,0.0002966564,0.0001428808,0.000006846838,0.00003681677,0.0008300158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662443,"threshold_uncertainty_score":0.9830999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957280559007384,"score_gpt":0.3004817665204177,"score_spread":0.2809089609303438,"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."}}