{"id":"W2317719371","doi":"10.1002/app.43595","title":"Biopolyamide hybrid composites for high performance applications","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Materials science; Flexural strength; Ultimate tensile strength; Fiber; Flexural modulus; Izod impact strength test; Compounding; Molding (decorative); Extrusion; Natural fiber; Young's modulus; Absorption of water","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":[0.0006703453,0.0001686681,0.0002629953,0.0002919844,0.0004028731,0.0001439325,0.001340789,0.00003327354,0.00006607631],"category_scores_gemma":[0.00001241015,0.0001015134,0.00007169387,0.0004468454,0.0007185155,0.0008021488,0.0001386942,0.00009245682,0.0001078767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147768,"about_ca_system_score_gemma":0.0002375274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003240591,"about_ca_topic_score_gemma":1.609295e-7,"domain_scores_codex":[0.9980608,0.000007831628,0.00054651,0.0002818975,0.0006375798,0.0004653588],"domain_scores_gemma":[0.9983494,0.0002410509,0.000535415,0.0003466144,0.0003162678,0.0002112435],"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":[0.0001040608,0.00001745749,0.00003309114,0.00001046228,0.000004533432,6.353703e-7,0.00002494859,0.00001302304,0.9697284,0.01470303,0.0001146647,0.01524578],"study_design_scores_gemma":[0.0005329653,0.0001485532,0.000160616,0.0000384028,0.00001919336,0.00008008059,0.000009076073,0.0000607262,0.9964047,0.001498559,0.000874654,0.0001724469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835739,0.0003812027,0.01392389,0.0006054548,0.00041068,0.0002879672,0.00002114914,0.00004041509,0.0007553066],"genre_scores_gemma":[0.987757,0.00002434492,0.01150063,0.0002178491,0.0002737081,0.00003459859,6.087703e-7,0.00001379516,0.0001775054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02667641,"threshold_uncertainty_score":0.4139597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007462890954072876,"score_gpt":0.2331335533875361,"score_spread":0.2256706624334632,"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."}}