{"id":"W2512288398","doi":"10.1021/acssuschemeng.5b00646","title":"Injection Molded Sustainable Biocomposites From Poly(butylene succinate) Bioplastic and Perennial Grass","year":2015,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Economic Development and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Ultimate tensile strength; Biocomposite; Materials science; Polybutylene succinate; Flexural strength; Composite material; Miscanthus; Izod impact strength test; Maleic anhydride; Fiber; Extrusion; Composite number; Compression molding; Natural fiber; Polymer; Waste management; Biofuel; Mold; Copolymer; Bioenergy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002584436,0.0004319483,0.0003780325,0.0001292147,0.0002158412,0.000431749,0.0003820784,0.0002354328,0.00005505472],"category_scores_gemma":[0.0003812344,0.0004440936,0.00005714285,0.000458536,0.00006866027,0.0007847203,0.0003817353,0.0003133234,0.00002057936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005847277,"about_ca_system_score_gemma":0.0001499222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289198,"about_ca_topic_score_gemma":6.746615e-7,"domain_scores_codex":[0.9976382,0.00002068754,0.0003592538,0.000578536,0.0003436015,0.001059754],"domain_scores_gemma":[0.9985233,0.000151131,0.0001139192,0.0004035747,0.0004226443,0.0003854368],"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":[0.0000741251,0.00002083595,0.0004182837,0.0003691503,0.00002528888,0.0001927193,0.0003233318,0.008328268,0.9894386,0.0006343923,0.0001425571,0.00003243663],"study_design_scores_gemma":[0.0008440588,0.00007480315,0.0001717647,0.00004735608,0.00004800464,0.0001066046,0.002032185,0.00317444,0.9904533,0.0006149043,0.001893441,0.0005391412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947202,0.002451651,0.001342839,0.0001129809,0.0001681381,0.0002669462,0.00001260454,0.000467297,0.000457317],"genre_scores_gemma":[0.9944589,0.00001046445,0.001498682,0.00001573745,0.0002984611,0.00004560262,0.00007196722,0.0000602218,0.003539951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005153828,"threshold_uncertainty_score":0.9998011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005022852605516813,"score_gpt":0.1936518323255377,"score_spread":0.1886289797200209,"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."}}