{"id":"W4281986763","doi":"10.1021/acsomega.2c01964","title":"Diatomite Modified with an Alkyl Ketene Dimer for Hydrophobicity of Cellulosic Paper","year":2022,"lang":"en","type":"article","venue":"ACS Omega","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Education Department of Jilin Province","keywords":"Papermaking; Sizing; Ketene; Cationic polymerization; Alkyl; Emulsion; Polyacrylamide; Chemical engineering; Chemistry; Materials science; Pulp and paper industry; Process engineering; Organic chemistry; Composite material; Polymer 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":[0.0004806111,0.0001715968,0.0003218739,0.00008010552,0.0004082513,0.00002199903,0.0004231849,0.00002787581,0.00008974008],"category_scores_gemma":[0.00006478588,0.0001368309,0.00005721098,0.0002645016,0.0002148947,0.0003091735,0.0003669565,0.0001401018,0.00001084389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000895152,"about_ca_system_score_gemma":0.00007643731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009713441,"about_ca_topic_score_gemma":0.00001793258,"domain_scores_codex":[0.9981613,0.0001223788,0.0002468551,0.0004263795,0.0005536244,0.0004894685],"domain_scores_gemma":[0.9988987,0.0002381717,0.0001425709,0.0004945202,0.0001185675,0.000107483],"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":[0.0004432221,0.0001800761,0.0001800932,0.00005251424,0.00002548144,0.000008539044,0.0003302011,0.002642155,0.9948106,0.0005211942,0.00024709,0.0005588163],"study_design_scores_gemma":[0.001619369,0.001431349,0.0006095573,0.00001123898,0.00004304794,0.000005914455,0.000451577,0.0008379405,0.9825654,0.003020632,0.009040184,0.000363769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969114,0.0004187638,0.0009240934,0.0001534871,0.0001165067,0.0005351683,0.0001738939,0.00006048983,0.0007061747],"genre_scores_gemma":[0.9965221,0.00004993402,0.001991126,0.0001138237,0.00006295473,0.0004428475,0.00002366725,0.0000361365,0.0007573534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122452,"threshold_uncertainty_score":0.5579804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303808637282849,"score_gpt":0.2737603990058988,"score_spread":0.2507223126330703,"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."}}