{"id":"W2947076606","doi":"10.1016/j.colsurfa.2019.05.090","title":"Preparation of a novel composite based polyester nonwovens with high mechanical resistance and wash fastness properties","year":2019,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Materials science; Polyvinylidene fluoride; Composite number; Composite material; Coating; Polyester; Surface modification; Polymer; Polyethylene terephthalate; Chemical resistance; Titanium dioxide; Durability; Silicon dioxide; 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":[0.0001364415,0.0003319815,0.0002006075,0.0001816784,0.00016774,0.000192312,0.0002305733,0.0003348291,0.0006605539],"category_scores_gemma":[0.0001492579,0.0001824663,0.0002066878,0.0001826257,0.0001077054,0.0003181063,0.0001927846,0.0003735237,0.0002190764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000764635,"about_ca_system_score_gemma":0.0001627566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002031699,"about_ca_topic_score_gemma":0.0005959001,"domain_scores_codex":[0.9999222,0.000006704319,0.000008077895,0.00002334178,0.00002605161,0.00001358054],"domain_scores_gemma":[0.9999237,0.00001248868,0.00001927351,0.00001272551,0.00001824142,0.00001352112],"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":[0.00001101535,0.000009338858,0.00002640518,0.00002174993,0.000001745371,0.00002179758,0.000008016315,0.00002157769,0.9985343,0.00004357741,0.000009152004,0.001291154],"study_design_scores_gemma":[0.00000339772,0.00004348401,0.0002468459,8.600963e-7,0.000004198686,0.00003976675,0.000003223911,0.0001460565,0.9986766,0.000008304706,0.0008255441,0.000001638891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668213,0.001196309,0.02990697,0.00005766087,0.00005225556,0.00007669431,0.00009545535,0.0001276228,0.001665757],"genre_scores_gemma":[0.9596986,0.0009295761,0.03248219,0.00005625121,0.00002189517,0.00008347615,0.0002173629,0.00006128565,0.006449464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006605539,"threshold_uncertainty_score":0.002209842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005410483909209874,"score_gpt":0.1910105083275603,"score_spread":0.1856000244183504,"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."}}