{"id":"W3216077185","doi":"10.1016/j.mtcomm.2021.102990","title":"Nanocomposite additive of SiO2/TiO2/nanocellulose on waterborne coating formulations for mechanical and aesthetic properties stability on wood","year":2021,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nanocellulose; Materials science; Coating; Nanocomposite; Gloss (optics); Context (archaeology); Carbonation; Composite material; Titanium dioxide; Durability; Abrasion (mechanical); Cellulose; Chemical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000782344,0.0002828252,0.0001402756,0.0001828411,0.0001422549,0.0001730667,0.0001370258,0.0001755217,0.001322432],"category_scores_gemma":[0.0001110671,0.0001296127,0.0001883269,0.0001174864,0.00009041065,0.000173163,0.0001300401,0.0003003642,0.0001692709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155936,"about_ca_system_score_gemma":0.0001314423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293779,"about_ca_topic_score_gemma":0.004609106,"domain_scores_codex":[0.9999123,0.000006025521,0.000006401973,0.00002370153,0.00003294867,0.00001869651],"domain_scores_gemma":[0.9999319,0.00001185452,0.000015868,0.00000530943,0.00002207241,0.00001296666],"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":[0.00004303483,0.00001358224,0.00005207756,0.00003566875,0.000003443641,0.0000236441,0.00001017165,0.00009200334,0.998708,0.00002450669,0.00002748831,0.0009663256],"study_design_scores_gemma":[0.000002281924,0.0001046679,0.000895036,0.000003394069,0.00001494626,0.00001865058,0.00001228802,0.0006106151,0.9977501,0.000004924214,0.0005800975,0.000002943621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961424,0.0007479194,0.00132341,0.00001803828,0.00003202532,0.00001220692,0.00009106241,0.00004307017,0.001589787],"genre_scores_gemma":[0.9958061,0.000453145,0.001464439,0.00002119291,0.000006818057,0.00001043523,0.00008073701,0.00001622676,0.002140999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001322432,"threshold_uncertainty_score":0.004423916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485870497868247,"score_gpt":0.2363801959300898,"score_spread":0.1915214909514073,"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."}}