{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138467,0.0001443736,0.0004648971,0.0002415043,0.00012679,0.00004774758,0.0004697079,0.00005154661,0.0004177037],"category_scores_gemma":[0.00005834252,0.00008252624,0.00004459959,0.0003457546,0.001425527,0.0004239163,0.0001119454,0.00006725109,0.00000323638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003169166,"about_ca_system_score_gemma":0.0003724769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004893937,"about_ca_topic_score_gemma":0.000002696256,"domain_scores_codex":[0.9980079,0.00003889011,0.0007436939,0.00022848,0.0006851334,0.0002959203],"domain_scores_gemma":[0.9983556,0.0001998926,0.0007853405,0.0002476062,0.0002298217,0.0001817658],"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":[0.0004090177,0.00006634319,0.0002126157,0.00002808838,0.000009558235,0.000001070825,0.0003738776,0.000002014213,0.910199,0.002538036,0.00001551311,0.08614485],"study_design_scores_gemma":[0.0006180865,0.0002576748,0.0004307902,0.00008024218,0.00004231467,0.00002661103,0.0001920566,0.0002477704,0.9977719,0.000201081,0.00001876382,0.0001127511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376067,0.04158786,0.0187843,0.0003707879,0.0005183858,0.00009297147,0.0000696788,0.00001344128,0.0009558757],"genre_scores_gemma":[0.9857057,0.000150233,0.01402706,0.00002816621,0.00004933133,0.000001880685,1.932783e-7,0.000009220349,0.00002817018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08757284,"threshold_uncertainty_score":0.5252412,"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."}}