{"id":"W2052971452","doi":"10.1515/hf.2010.078","title":"Using cationic polyvinyl alcohol (C-PVA) to improve the strength of wood-free papers containing high-yield pulp (HYP)","year":2010,"lang":"en","type":"article","venue":"Holzforschung","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hardwood; Tear resistance; Ultimate tensile strength; Polyvinyl alcohol; Cationic polymerization; Kraft paper; Pulp (tooth); Folding endurance; Softwood; Kraft process; Composite material; Materials science; Lignin; Chemical engineering; Starch; Polymer chemistry; Chemistry; Polymer; Organic chemistry; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008202902,0.000231511,0.000326535,0.0001036144,0.0004442487,0.00008545419,0.0008662294,0.00009354928,0.0003121586],"category_scores_gemma":[0.001875495,0.00016851,0.00008681525,0.0003258075,0.0003005071,0.0002957447,0.000630955,0.0004002783,0.00004407508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000844478,"about_ca_system_score_gemma":0.0001660311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008676975,"about_ca_topic_score_gemma":0.0007658034,"domain_scores_codex":[0.99778,0.0000700372,0.0004078624,0.0004468616,0.0005985178,0.0006966823],"domain_scores_gemma":[0.99782,0.0005477644,0.0002213295,0.001035565,0.0002003529,0.0001750261],"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":[0.00004358357,0.00002838257,0.0003253845,0.00002627258,0.00002320569,0.000004415318,0.000487571,0.0001392889,0.9909097,0.00455131,0.00007609831,0.003384818],"study_design_scores_gemma":[0.0005636813,0.0001889266,0.002294361,0.00006328976,0.00003914818,0.000006763193,0.001283491,0.0002914584,0.9928482,0.001043699,0.001082866,0.0002941499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946866,0.0001886236,0.0005568791,0.0006238474,0.0006888179,0.0005715603,0.00006656063,0.00007118387,0.00254594],"genre_scores_gemma":[0.9895004,0.00002947839,0.009576207,0.0001301939,0.0002689454,0.00006720296,0.000003700161,0.00003413163,0.0003897222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009019327,"threshold_uncertainty_score":0.6871639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560347156590516,"score_gpt":0.3132798208545254,"score_spread":0.2776763492886203,"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."}}