{"id":"W4226363303","doi":"10.53063/synsint.2022.22102","title":"Examination of water uptake performance and mechanical properties of PLA/flax fiber biocomposites with the coupling agent","year":2022,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yildiz Teknik Üniversitesi","keywords":"Flexural strength; Materials science; Composite material; Maleic anhydride; Polylactic acid; Absorption of water; Fiber; Sorption; Extrusion; Molding (decorative); Biocomposite; Swelling; Polymer; Composite number; Chemistry; Organic chemistry; Adsorption; Copolymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001501846,0.0003865919,0.0001357261,0.00024088,0.0001365964,0.0001045175,0.000105587,0.000222455,0.001001452],"category_scores_gemma":[0.0001891342,0.0001445275,0.0002110913,0.0001825735,0.0001245916,0.0002430592,0.00008622006,0.0002776553,0.000161404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272786,"about_ca_system_score_gemma":0.00007255801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734671,"about_ca_topic_score_gemma":0.001851091,"domain_scores_codex":[0.9998707,0.00001270688,0.00001182896,0.0000306459,0.0000505315,0.00002359176],"domain_scores_gemma":[0.9998141,0.00003978419,0.00007304923,0.000009028738,0.00004384457,0.00002021509],"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":[0.00002525301,0.000006651628,0.0001692419,0.00001447879,0.000002546196,0.00001428998,0.00001364392,0.00002669259,0.9993248,0.000005311456,0.000003199897,0.0003939361],"study_design_scores_gemma":[0.000001194591,0.0001721455,0.003806936,0.000001801392,0.00001042061,0.00003476169,0.00001767879,0.0002183457,0.9954755,0.000004383701,0.0002540077,0.000002872479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979791,0.0004901805,0.001019924,0.00001300021,0.000006731717,0.00000800603,0.0000732335,0.00001863479,0.0003911753],"genre_scores_gemma":[0.9967769,0.0003249579,0.001357842,0.00001951403,0.000004324238,0.00001891772,0.0001515208,0.00001528176,0.001330816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001001452,"threshold_uncertainty_score":0.003350198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550062256962055,"score_gpt":0.1928365796470481,"score_spread":0.1773359570774275,"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."}}