{"id":"W2333458078","doi":"10.1021/am500577e","title":"Effect of Cellulose Nanocrystals (CNC) Particle Morphology on Dispersion and Rheological and Mechanical Properties of Polypropylene/CNC Nanocomposites","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Agglomerate; Composite material; Rheology; Dynamic mechanical analysis; Shear thinning; Polypropylene; Scanning electron microscope; Nanocomposite; Dispersion (optics); Nanocellulose; Viscoelasticity; Cellulose; Chemical engineering; Polymer","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":[0.0002989025,0.0004073002,0.0002271018,0.0002307486,0.0001201305,0.000231258,0.0001613841,0.000251637,0.0005323128],"category_scores_gemma":[0.0006194592,0.000227302,0.0001764812,0.0002031719,0.000171573,0.0002237255,0.00009334502,0.0003189374,0.000101811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624332,"about_ca_system_score_gemma":0.0001962421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164171,"about_ca_topic_score_gemma":0.003335136,"domain_scores_codex":[0.9998016,0.00001845917,0.00002564403,0.0000676213,0.00005753588,0.00002920132],"domain_scores_gemma":[0.9996582,0.000131715,0.00008018732,0.00001961757,0.0000605449,0.0000496559],"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":[0.00006253189,0.00001287756,0.0001175676,0.00002954578,0.000003145484,0.00003170343,0.0000112458,0.0001559441,0.9986882,0.00001951909,0.00001143673,0.0008563528],"study_design_scores_gemma":[0.000006031755,0.00007115082,0.00221976,0.000002892131,0.000009217041,0.00002420649,0.00000597773,0.001167844,0.9963143,0.000005181407,0.0001688802,0.000004464795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997581,0.0003504546,0.001059332,0.00002140826,0.00001208201,0.00002292583,0.0001326613,0.00002712361,0.0007929543],"genre_scores_gemma":[0.996035,0.0003595373,0.002945064,0.0000213735,0.000004569389,0.00003632656,0.0001051661,0.00002140973,0.000471582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00164171,"threshold_uncertainty_score":0.003264248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301045402845473,"score_gpt":0.2522295272623434,"score_spread":0.2392190732338887,"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."}}