{"id":"W2027932468","doi":"10.1021/bm1003114","title":"Polylactide-Based Renewable Green Composites from Agricultural Residues and Their Hybrids","year":2010,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"SISAL; Composite material; Materials science; Extrusion; Ultimate tensile strength; Straw; Renewable resource; Kenaf; Biocomposite; Renewable energy; Natural fiber; Molding (decorative); Composite number; Fiber; Agronomy","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":[0.0001131144,0.0003187068,0.000286013,0.00008655136,0.0002714424,0.000334721,0.0004570065,0.0001315944,0.0001620696],"category_scores_gemma":[0.00003679435,0.0002139295,0.00008752185,0.000172761,0.0002553453,0.0002643634,0.0001850769,0.0001657068,0.00009470647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046461,"about_ca_system_score_gemma":0.00003604328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868298,"about_ca_topic_score_gemma":0.0008949814,"domain_scores_codex":[0.9985579,0.00006814795,0.0002755089,0.0004825544,0.0002184251,0.0003974129],"domain_scores_gemma":[0.9989471,0.0002323132,0.0001324567,0.0004147797,0.00008975583,0.0001835271],"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":[0.00004804091,0.0000183319,0.000650198,0.00001133726,0.00001406007,0.00001580972,0.00007940119,0.000007020804,0.998176,0.0001421229,0.000418417,0.0004193099],"study_design_scores_gemma":[0.0003864066,0.00007299321,0.01016974,0.00003053568,0.00001776591,0.00004351895,0.00003305466,0.0001915316,0.9868804,0.0008824642,0.000950113,0.0003414335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966764,0.0006807157,0.0001973613,0.0007142414,0.0003359347,0.0001868995,0.0001972956,0.0002800323,0.0007311155],"genre_scores_gemma":[0.990573,0.000004023701,0.00864222,0.0002168415,0.0001868057,0.00001205151,0.0001352784,0.0000248399,0.0002049689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01129551,"threshold_uncertainty_score":0.887115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006340653952358916,"score_gpt":0.2079231440399284,"score_spread":0.2015824900875695,"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."}}