{"id":"W2760877385","doi":"10.1021/acsomega.7b00983","title":"Miscibility and Performance Evaluation of Biocomposites Made from Polypropylene/Poly(lactic acid)/Poly(hydroxybutyrate-<i>co</i>-hydroxyvalerate) with a Sustainable Biocarbon Filler","year":2017,"lang":"en","type":"article","venue":"ACS Omega","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Ontario Ministry of Agriculture, Food and Rural Affairs; Government of Canada","keywords":"Materials science; Biopolymer; Polypropylene; Ultimate tensile strength; Composite material; Miscibility; Extrusion; Polymer; Scanning electron microscope; Crystallinity; Filler (materials); Polymer blend; Chemical engineering; Copolymer","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":[0.001475545,0.0003458562,0.0004777487,0.00010676,0.0009103636,0.0004935613,0.0005641724,0.0001605924,0.0001784703],"category_scores_gemma":[0.000147681,0.0002429089,0.00005239135,0.0001032424,0.0006927056,0.0010466,0.0002129921,0.0001447195,0.0000324342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802175,"about_ca_system_score_gemma":0.0002282694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529216,"about_ca_topic_score_gemma":0.00009135749,"domain_scores_codex":[0.9973397,0.0002533863,0.0004202913,0.0006989385,0.0007317837,0.0005559095],"domain_scores_gemma":[0.997731,0.0000889729,0.0004710595,0.001274829,0.0002902029,0.0001439336],"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":[0.0007218039,0.0001539356,0.03564872,0.00019705,0.00006930318,0.000004749197,0.0008062434,0.000001530805,0.924091,0.0000516052,0.00006773609,0.03818634],"study_design_scores_gemma":[0.0008631485,0.000306519,0.03999737,0.0001275039,0.0001587412,0.000006581228,0.0002739831,0.001933162,0.9556628,0.0001304725,0.0001879629,0.0003517302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501581,0.04707027,0.00001438402,0.0005012602,0.0001631935,0.0003772926,0.00006529059,0.0000542765,0.00159591],"genre_scores_gemma":[0.9981704,0.0001751232,0.0006407715,0.00005992452,0.0001094518,0.00008061548,0.00001371964,0.00003476048,0.0007152394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04801227,"threshold_uncertainty_score":0.9905536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752406788203961,"score_gpt":0.2545310049993463,"score_spread":0.2270069371173067,"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."}}