{"id":"W2546529994","doi":"10.1002/app.44516","title":"Statistical optimization of compatibilized blends of poly(lactic acid) and acrylonitrile butadiene styrene","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Economic Development and Innovation; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Izod impact strength test; Toughness; Polymer blend; Molding (decorative); Polymer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002168253,0.0008712893,0.0008339973,0.00071946,0.0002200664,0.0005513009,0.0003241542,0.0003185946,0.0009519744],"category_scores_gemma":[0.001749364,0.0003321293,0.0006555502,0.0005953954,0.0002942493,0.0003178162,0.0003670415,0.0004810175,0.0001874734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642211,"about_ca_system_score_gemma":0.0004330034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862342,"about_ca_topic_score_gemma":0.0006282616,"domain_scores_codex":[0.9982159,0.0003929377,0.0002043827,0.0003402983,0.000706702,0.0001397533],"domain_scores_gemma":[0.9985994,0.0005221648,0.0004857278,0.00009131548,0.0002279257,0.00007351996],"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":[0.0008429178,0.0003419363,0.000433356,0.00008800325,0.00003053435,0.00001518413,0.00001876285,0.002479991,0.9901147,0.00005775132,0.00001249845,0.005564361],"study_design_scores_gemma":[0.00002477672,0.00365833,0.002898751,0.000003352493,0.00005121655,0.00001608215,0.00001094112,0.006712927,0.9861768,0.00002903945,0.0004070286,0.00001066346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727586,0.0005418547,0.02549953,0.00002764283,0.00003537332,0.0002534285,0.0001966004,0.0001271682,0.0005598628],"genre_scores_gemma":[0.9508383,0.0004670941,0.04622799,0.00001806869,0.000009971822,0.0005045285,0.0002456882,0.00008093889,0.001607544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168253,"threshold_uncertainty_score":0.01146698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583870114018051,"score_gpt":0.2398733465153575,"score_spread":0.224034645375177,"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."}}