{"id":"W4391436756","doi":"10.1002/app.55166","title":"Injection molding of biodegradable polyester blends filled with mineral and sustainable fillers: Performance evaluation","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Economic Development, Job Creation and Trade; Ministero dello Sviluppo Economico; Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Materials science; Molding (decorative); Polyester; Composite material; Polymer blend; Biodegradation; Filler (materials); Polymer science; Polymer; Copolymer; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001592914,0.0001349438,0.0002105221,0.0005335045,0.0002018906,0.0002724926,0.0002962179,0.00003950151,0.000104252],"category_scores_gemma":[0.00001306058,0.00008907912,0.0000328678,0.001038432,0.0003346695,0.001510068,0.00009652646,0.0001541793,0.000004155045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324488,"about_ca_system_score_gemma":0.0005364052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002986317,"about_ca_topic_score_gemma":8.249498e-7,"domain_scores_codex":[0.9981198,0.00001800104,0.0003674525,0.0002260833,0.000913735,0.0003548714],"domain_scores_gemma":[0.9991251,0.00006807272,0.0002424605,0.0001480223,0.0003168784,0.00009952672],"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":[0.0001744665,0.000007583633,0.00006543385,0.00007156612,0.000009499797,0.000004948116,0.0007718648,0.001006629,0.9894834,0.00184586,0.00006477804,0.006493989],"study_design_scores_gemma":[0.00035205,0.0003909755,0.0001413097,0.0001416165,0.00004758516,0.0002233554,0.0005834652,0.01676025,0.9810428,0.0001290632,0.00006145284,0.0001260435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948995,0.0021876,0.0001033486,0.000101376,0.0002661365,0.0001426026,0.000001163778,0.00001823808,0.002280007],"genre_scores_gemma":[0.9979789,0.00002106754,0.001515117,0.00002819612,0.00007157105,0.000004966415,4.41677e-7,0.000008978721,0.0003707436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575362,"threshold_uncertainty_score":0.3632541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008758938348177054,"score_gpt":0.2428821291773977,"score_spread":0.2341231908292206,"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."}}