{"id":"W4394603184","doi":"10.3390/recycling9020029","title":"The Influence of a Commercial Few-Layer Graphene on the Photodegradation Resistance of a Waste Polyolefins Stream and Prime Polyolefin Blends","year":2024,"lang":"en","type":"article","venue":"Recycling","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NanoXplore (Canada); École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Polyolefin; Photodegradation; Materials science; Composite material; Graphene; Chemical engineering; Layer (electronics); Organic chemistry; Photocatalysis; Nanotechnology; Chemistry; Catalysis","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":[0.0001201493,0.0002767077,0.0001189053,0.0002544583,0.0001058832,0.0002620012,0.0001386525,0.0002862708,0.0007501838],"category_scores_gemma":[0.0002666583,0.000116316,0.0001939049,0.000179836,0.0001086101,0.0002608096,0.0001370092,0.0003490738,0.0001404359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456095,"about_ca_system_score_gemma":0.00006843931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006799122,"about_ca_topic_score_gemma":0.001897761,"domain_scores_codex":[0.9998885,0.0000122018,0.000007837588,0.0000277802,0.00003903278,0.00002460607],"domain_scores_gemma":[0.9998767,0.00003252067,0.00003383727,0.00001119844,0.00002984916,0.00001591468],"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":[0.00007243056,0.0000145868,0.0002524533,0.00003313782,0.000006164951,0.00004150271,0.00001336136,0.0001017131,0.9979055,0.00001603856,0.00001581851,0.001527286],"study_design_scores_gemma":[0.000001695933,0.0001938053,0.002017814,0.00000417273,0.00001375879,0.00004124217,0.00002397428,0.0004576244,0.9968065,0.000006414942,0.0004292642,0.000003736995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987754,0.0004037317,0.000370359,0.00001485567,0.000007527652,0.000004594882,0.00006124728,0.00002007324,0.00034219],"genre_scores_gemma":[0.9986674,0.0002526277,0.0005809837,0.00001210895,0.000002131319,0.000005118232,0.00005433098,0.000009596338,0.000415698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007501838,"threshold_uncertainty_score":0.002509594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258834990985701,"score_gpt":0.2472525796213701,"score_spread":0.234664229711513,"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."}}