{"id":"W3128243763","doi":"10.1002/pen.25647","title":"Compatibilized polypropylene nanocomposites containing expanded graphite and graphene nanoplatelets","year":2021,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Mitacs","keywords":"Materials science; Polypropylene; Exfoliation joint; Compatibilization; Composite material; Graphite; Nanocomposite; Percolation threshold; Graphene; Compounding; Flexural strength; Surface modification; Chemical engineering; Polymer; Copolymer; Electrical resistivity and conductivity; Polymer blend; Nanotechnology","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":[0.0003525636,0.0001370038,0.0001803553,0.0001854389,0.0003961367,0.0002305917,0.0001809048,0.00002870602,0.00002525127],"category_scores_gemma":[0.00005840586,0.0001233563,0.00002799248,0.0007621963,0.0004179965,0.0002424105,0.0001503974,0.0000827613,0.000004114515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009479394,"about_ca_system_score_gemma":0.00007675077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006653307,"about_ca_topic_score_gemma":0.000006017021,"domain_scores_codex":[0.9986037,0.0000212698,0.0001699631,0.0004582707,0.0002971353,0.000449663],"domain_scores_gemma":[0.9992597,0.00008867594,0.00003310254,0.0002385128,0.00008422575,0.0002957883],"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":[0.000006356498,0.00001641877,0.001963894,0.00001583408,0.000003363763,0.000006983599,0.0001739657,0.00001913799,0.9915056,0.005247477,0.000002349818,0.001038678],"study_design_scores_gemma":[0.0003186647,0.00003854302,0.0101611,0.00003708624,0.000006253279,0.0000813019,0.0000846942,0.002826406,0.9859917,0.0002165204,0.00006978616,0.00016792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933125,0.005117627,0.0009985855,0.0002113301,0.00008604461,0.00008516134,0.000008678629,0.00009772339,0.00008235713],"genre_scores_gemma":[0.9966954,0.0001786399,0.002986493,0.00004477258,0.00001809923,0.00002398449,0.00000259881,0.000009414286,0.00004059463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00819721,"threshold_uncertainty_score":0.5030323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072922496706805,"score_gpt":0.2439207085546539,"score_spread":0.2331914835875859,"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."}}