{"id":"W4294203272","doi":"10.1016/j.susmat.2022.e00487","title":"Graphene: A multifunctional additive for sustainability","year":2022,"lang":"en","type":"article","venue":"Sustainable materials and technologies","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; NanoXplore (Canada)","funders":"","keywords":"Graphene; High-density polyethylene; Materials science; Rheology; Composite material; Scanning electron microscope; Viscosity; Filler (materials); Polyethylene; Thermal; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009762534,0.0002657272,0.0001253919,0.0005138571,0.0002574742,0.0004430252,0.0001998996,0.0004598489,0.001496146],"category_scores_gemma":[0.0001112818,0.00009165546,0.0001221998,0.0003332877,0.0002861256,0.0005020648,0.0003867937,0.0004313292,0.0005171894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212226,"about_ca_system_score_gemma":0.0001583207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035139,"about_ca_topic_score_gemma":0.000541236,"domain_scores_codex":[0.9999288,0.00001175896,0.000002309598,0.00001431921,0.00002843322,0.00001427656],"domain_scores_gemma":[0.99997,0.000006237652,0.000004267068,0.000004207729,0.00000557557,0.000009711927],"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":[0.0001090322,0.00005371708,0.0002983351,0.0003663007,0.00002353023,0.0003250625,0.00008263807,0.001645866,0.8987414,0.03444565,0.003244989,0.06066339],"study_design_scores_gemma":[0.000008919267,0.0001989691,0.001010907,0.00004893547,0.0000436406,0.0004355112,0.00008032319,0.004067314,0.8837853,0.0103073,0.09998411,0.0000288085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7478887,0.08051337,0.0570318,0.005294809,0.001354042,0.00007000949,0.001066125,0.001406876,0.1053742],"genre_scores_gemma":[0.9584987,0.0119495,0.0117553,0.0002204861,0.0001755228,0.00001802639,0.0001858326,0.00005757321,0.01713909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496146,"threshold_uncertainty_score":0.005005062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558595757029432,"score_gpt":0.2269365258868546,"score_spread":0.2173779301298252,"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."}}