{"id":"W4386837273","doi":"10.1002/pc.27749","title":"Hemp hurd filled <scp>PLA</scp> ‐ <scp>PBAT</scp> blend biocomposites compatible with additive manufacturing processes: Fabrication, rheology, and material property investigations","year":2023,"lang":"en","type":"article","venue":"Polymer Composites","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Rheology; Extrusion; Composite number; Molding (decorative); Fabrication; Polylactic acid; Polymer; Thermoforming; Wood flour","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640467,0.0003537519,0.0001672068,0.0003586612,0.0001437421,0.0002682275,0.0001330832,0.0002157,0.0005573813],"category_scores_gemma":[0.000151849,0.0002003903,0.0001714311,0.0002789475,0.0001518946,0.000193562,0.0001242658,0.0002365999,0.0002073221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006729,"about_ca_system_score_gemma":0.0001274614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240133,"about_ca_topic_score_gemma":0.001151915,"domain_scores_codex":[0.9998333,0.00001310221,0.00001800136,0.0000347624,0.00007267118,0.00002809432],"domain_scores_gemma":[0.9998401,0.00002723543,0.00006552128,0.00001732511,0.00002979557,0.00001991523],"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":[0.00001748883,0.00000531249,0.00007618624,0.00001256542,0.000001972317,0.00002767748,0.000006550541,0.00005924158,0.9992925,0.00001659407,0.000006989726,0.0004768817],"study_design_scores_gemma":[8.453913e-7,0.0000319446,0.0007135552,0.000001324515,0.000003601635,0.00003075926,0.000004548051,0.0002926342,0.9986981,0.000003754084,0.000217471,0.000001483804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944213,0.0003617125,0.003997969,0.00001363218,0.000009578931,0.0000217475,0.0001476399,0.00009679841,0.0009296038],"genre_scores_gemma":[0.9940869,0.0002426565,0.004427216,0.000009821655,0.000003480039,0.00002594833,0.0001621987,0.00002954695,0.001012319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005573813,"threshold_uncertainty_score":0.001864672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186607611685403,"score_gpt":0.2164436187550234,"score_spread":0.1977828575864831,"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."}}