{"id":"W3174856293","doi":"10.1039/d1gc01115d","title":"Bioresourced fillers for rubber composite sustainability: current development and future opportunities","year":2021,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Filler (materials); Natural rubber; Composite number; Sustainability; Current (fluid); Composite material; Materials science; Property (philosophy); Sustainable development; Engineering; Political science; Ecology","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":[0.001237468,0.0005496133,0.0006389094,0.0009276841,0.0002775381,0.001105019,0.0004001096,0.0008953951,0.001247671],"category_scores_gemma":[0.0004648095,0.0002946207,0.0004049028,0.0005516541,0.0005266661,0.002496731,0.0006314213,0.001081223,0.0005174475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005349309,"about_ca_system_score_gemma":0.0007384356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003244535,"about_ca_topic_score_gemma":0.001474997,"domain_scores_codex":[0.9997527,0.00004182567,0.00002627315,0.00005130447,0.00009171209,0.00003617957],"domain_scores_gemma":[0.9995402,0.0002397605,0.00006093376,0.0000132762,0.0001219712,0.00002389977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001160308,0.0003434413,0.0006631088,0.01132652,0.00006692098,0.0005852001,0.000492325,0.001923842,0.2535051,0.02987563,0.004516465,0.6965854],"study_design_scores_gemma":[0.0000176974,0.0008599342,0.001049192,0.002218945,0.0001101944,0.001509164,0.0006322208,0.002184448,0.1950768,0.0109276,0.7853119,0.0001019578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01251397,0.97451,0.006538111,0.001579275,0.0004721934,0.00001913483,0.00002668805,0.00006960045,0.00427098],"genre_scores_gemma":[0.04896763,0.9340314,0.01182491,0.0007736965,0.0006147956,0.00002743123,0.0000481126,0.00003398685,0.003678026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001247671,"threshold_uncertainty_score":0.006544411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916165512238467,"score_gpt":0.2451581340087763,"score_spread":0.2159964788863917,"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."}}