{"id":"W6921873088","doi":"10.1021/acs.jpcb.5b03558.s001","title":"Controlling Short-Range Interactions by Tuning Surface\\nChemistry in HDPE/Graphene Nanoribbon Nanocomposites","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Carbon nanotube; Nanocomposite; Dispersion (optics); Graphene; Polymer; Polymer nanocomposite; Potassium permanganate","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":[0.00009523302,0.0001966051,0.00007724357,0.0001124899,0.00009892804,0.0001739048,0.0001067559,0.0001567632,0.000832632],"category_scores_gemma":[0.000119469,0.00009846115,0.00008439949,0.00005759659,0.0001323541,0.0001708073,0.0000894472,0.0002019393,0.0001807826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953159,"about_ca_system_score_gemma":0.00006458309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000289591,"about_ca_topic_score_gemma":0.001316046,"domain_scores_codex":[0.9999393,0.000007540435,0.000003992801,0.00001959619,0.00001636809,0.0000132186],"domain_scores_gemma":[0.9999431,0.00001759911,0.0000174183,0.000005930217,0.000008241422,0.000007685125],"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":[0.00001320668,0.000006047836,0.00002890635,0.000009333971,0.000001012093,0.000005568925,0.000005321202,0.00005236285,0.9994128,0.00002579919,0.000005525724,0.0004341664],"study_design_scores_gemma":[0.000001827044,0.00002556728,0.0003410862,8.069709e-7,0.000001516659,0.00000691394,0.000003770271,0.0005021654,0.9988349,0.00000867051,0.0002713452,0.000001410773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964277,0.0002374365,0.002172604,0.00002178525,0.000008789178,0.000008967078,0.00004520643,0.00004185444,0.001035724],"genre_scores_gemma":[0.9954804,0.0001509485,0.002960567,0.00001477771,0.000003001449,0.00001162973,0.00005026987,0.00001800828,0.00131045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000832632,"threshold_uncertainty_score":0.002785385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461460892262692,"score_gpt":0.2453410564578699,"score_spread":0.220726447535243,"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."}}