{"id":"W1989213966","doi":"10.4028/www.scientific.net/amr.550-553.1186","title":"Modification of Cellulase to Different Bleached Softwood Pulp","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Softwood; Cellulase; Pulp (tooth); Wetting; Pulp and paper industry; Kraft paper; Kraft process; Contact angle; Surface modification; Composite material; Cellulose; Materials science; Microfiber; Raw material; Lignin; Ultimate tensile strength; Refining (metallurgy); Chemistry; Metallurgy; Organic chemistry","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":[0.0004620594,0.00008584372,0.0001335727,0.0001404191,0.00004503779,0.0000162441,0.0001243396,0.00006006715,0.0003268079],"category_scores_gemma":[0.00005398337,0.0000740555,0.00001792024,0.0001697262,0.00003378545,0.0001447922,0.00005829424,0.0000858651,0.0002424956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006339254,"about_ca_system_score_gemma":0.000005012638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008259736,"about_ca_topic_score_gemma":3.735416e-7,"domain_scores_codex":[0.99901,0.00007162702,0.0001851363,0.0001305254,0.0002509869,0.0003517176],"domain_scores_gemma":[0.9994729,0.00002658529,0.00001734093,0.0002654753,0.00008627361,0.000131423],"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":[0.00004822596,0.00005303363,0.00004299402,0.0002238524,0.000005786299,1.343815e-7,0.0001687966,0.0002145982,0.9952723,0.0001332776,0.0003459948,0.003490995],"study_design_scores_gemma":[0.0001737905,0.00004102384,0.0009425136,0.00001510196,0.000002161751,7.279584e-7,0.00009995108,0.00005986076,0.9920222,0.00009011153,0.006471545,0.00008098734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973708,0.0001885412,0.0009286813,0.000135307,0.0006386453,0.0003339741,0.00001666596,0.00009349179,0.0002939105],"genre_scores_gemma":[0.9984756,0.0001240769,0.0008323971,0.000006586405,0.0001699367,0.00004856325,0.00002451395,0.00002016981,0.0002982123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00612555,"threshold_uncertainty_score":0.3578318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06936789438164698,"score_gpt":0.3351915375109691,"score_spread":0.2658236431293222,"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."}}