{"id":"W6998729212","doi":"","title":"Aspects of nanoparticles dispersion and interaction in polymer nanocomposites","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec; McGill University","keywords":"Polymer; Nanocomposite; Dispersion (optics); Nanoparticle; Polymer nanocomposite; Carbon nanotube","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002508634,0.0002255425,0.000173891,0.0004628588,0.0002235299,0.0004504826,0.0001883699,0.0003135259,0.0003700774],"category_scores_gemma":[0.000344088,0.0002366229,0.0001608366,0.0002351058,0.0003091988,0.0003593233,0.0001830191,0.0003729184,0.0001016786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378508,"about_ca_system_score_gemma":0.0001242013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006607705,"about_ca_topic_score_gemma":0.001034105,"domain_scores_codex":[0.9997486,0.00002275666,0.00001237157,0.00008258783,0.0001100809,0.00002346046],"domain_scores_gemma":[0.9998372,0.00007601731,0.00003780172,0.000006909007,0.00003452617,0.000007562327],"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":[0.0000243138,0.00001338051,0.0004443482,0.00006454936,0.000004365069,0.00008817847,0.00006209416,0.001249244,0.9948204,0.0002439508,0.00002132631,0.002963929],"study_design_scores_gemma":[0.000002080558,0.00005673244,0.00238266,0.000008214544,0.000008424052,0.0000908051,0.00004996346,0.01385671,0.9824818,0.0001763241,0.0008781966,0.000008011057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701461,0.002758574,0.02336202,0.00007018045,0.00001568902,0.00003564763,0.000102312,0.0001045267,0.003404891],"genre_scores_gemma":[0.9860919,0.001119397,0.01099098,0.00001605583,0.000006956331,0.00003249448,0.00006755273,0.0000304592,0.001644166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006607705,"threshold_uncertainty_score":0.002746284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163035912619751,"score_gpt":0.2330416069956263,"score_spread":0.2214112478694288,"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."}}