{"id":"W4402930138","doi":"10.3390/ma17194733","title":"Effect of Graphene on the Mechanical Properties of Recycled High-Density and High-Molecular-Weight Polyethylene Blends","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université de Sherbrooke","funders":"Mitacs","keywords":"Materials science; Composite material; Ultimate tensile strength; Graphene; High-density polyethylene; Flexural strength; Polyethylene; Crystallinity; Extrusion; Rheology; Differential scanning calorimetry","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":[0.0005384719,0.0001088313,0.0002029039,0.00002496862,0.00003901782,0.0000247456,0.00008837603,0.00005933229,0.0006948138],"category_scores_gemma":[0.00006366308,0.00005920858,0.00002860435,0.00008016823,0.0001389634,0.00002675491,0.0001067154,0.00003938244,0.00002864579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001802278,"about_ca_system_score_gemma":0.000005476025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000632633,"about_ca_topic_score_gemma":0.00001082293,"domain_scores_codex":[0.9991245,0.0002121752,0.0001927408,0.0001774253,0.0001732766,0.0001198353],"domain_scores_gemma":[0.9996174,0.0001448536,0.00005270285,0.0001518787,0.000003785465,0.00002940001],"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":[0.0001685489,0.00001234027,0.00001254629,0.00007735699,0.00001975495,0.000004172109,0.00002997051,0.00000513571,0.9888628,0.009724764,0.00009517632,0.0009874225],"study_design_scores_gemma":[0.0001305408,0.0003251538,0.000873283,0.0001174431,0.00004540181,0.000004123969,0.000001726064,0.00005328166,0.9966191,0.001705308,0.00005937017,0.0000652371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987156,0.00007307791,0.000297559,0.0001906735,0.0004676599,0.0001214535,0.00004998835,0.00001544715,0.00006851322],"genre_scores_gemma":[0.9998014,0.00004032579,0.00004742519,0.00002832317,0.00002508235,0.000007557496,0.000003087838,0.000009598589,0.00003717712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008019457,"threshold_uncertainty_score":0.7607723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004989795826923048,"score_gpt":0.1851427529770701,"score_spread":0.180152957150147,"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."}}