{"id":"W2256493273","doi":"10.1021/acssuschemeng.5b01772","title":"Green Biocomposites from Nanoengineered Hybrid Natural Fiber and Biopolymer","year":2016,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Biocomposite; Fiber; Fourier transform infrared spectroscopy; Chemical engineering; Exfoliation joint; Scanning electron microscope; Composite material; Thermal stability; Composite number; Nanotechnology; Graphene","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":[0.00006350308,0.0003813386,0.0002726286,0.00007944813,0.00006947198,0.00007603806,0.0002397323,0.0001178437,0.000112152],"category_scores_gemma":[0.00005617723,0.0003352981,0.00006856069,0.0001550732,0.00005830703,0.0002696755,0.0001185772,0.0002037643,0.00002409108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768009,"about_ca_system_score_gemma":0.00001797311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005958459,"about_ca_topic_score_gemma":1.20219e-7,"domain_scores_codex":[0.9985325,0.000004189968,0.0002334831,0.0003533864,0.0001550466,0.00072135],"domain_scores_gemma":[0.9992307,0.0001206143,0.00002544773,0.0003772695,0.00005544083,0.0001904611],"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":[0.000007003663,0.000008097898,0.00003815705,0.000411269,0.0001268719,0.00009809477,0.000108967,0.003410392,0.991213,0.00006080962,0.0009664312,0.003550951],"study_design_scores_gemma":[0.0006058383,0.000007630422,0.00009599226,0.0001560137,0.00003696343,0.00004141171,0.00008231708,0.007386987,0.9521,0.00008878806,0.03878198,0.0006161064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919901,0.003704555,0.001818626,0.0001466178,0.0001789682,0.0001370209,0.00003929894,0.001245553,0.0007392486],"genre_scores_gemma":[0.9886954,0.00008804935,0.0008965382,0.00001262078,0.0002387173,0.00003720359,0.00003381209,0.0001106065,0.009887062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03911299,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002410045555035665,"score_gpt":0.1573725184615987,"score_spread":0.154962472906563,"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."}}