{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195218,0.0001600584,0.0001857575,0.00001230612,0.0002219168,0.00009717543,0.0001296552,0.00006863091,0.0002403943],"category_scores_gemma":[0.00000966482,0.0001390889,0.00004842996,0.00004648072,0.0001095082,0.00006479069,0.0001583938,0.00006835291,0.000003018107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191914,"about_ca_system_score_gemma":0.0002429307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358763,"about_ca_topic_score_gemma":0.000002584045,"domain_scores_codex":[0.999043,0.00002019927,0.0002092095,0.0003038738,0.0001371798,0.0002865197],"domain_scores_gemma":[0.9994096,0.00003652993,0.00006022107,0.0002060554,0.0001581634,0.00012948],"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":[0.00008884732,0.00007193856,0.000665025,0.001382763,0.00002710672,0.0000296889,0.001539192,0.000001775095,0.8938156,0.00004923251,0.001556153,0.1007726],"study_design_scores_gemma":[0.0002351838,0.000005925717,0.000155789,0.00002597008,0.00001301765,0.00002328834,0.001057502,0.00001921401,0.6770299,0.00005892102,0.3212175,0.0001577783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901205,0.00624904,0.00004711791,0.002540225,0.0001450049,0.0001317633,0.00007091743,0.00005728922,0.0006381117],"genre_scores_gemma":[0.9667931,0.0003361117,0.006747536,0.0007025153,0.001553961,0.0003016599,0.000529265,0.00008097234,0.02295494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196613,"threshold_uncertainty_score":0.567188,"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."}}