{"id":"W2497734800","doi":"10.1021/acssuschemeng.6b01253","title":"Modification of Cellulose Nanocrystals with Quaternary Ammonium-Containing Hyperbranched Polyethylene Ionomers by Ionic Assembly","year":2016,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"CelluForce (Canada); Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ionomer; Materials science; Thermogravimetric analysis; Chemical engineering; Polymer chemistry; Ionic bonding; Polyethylene; Copolymer; Chemistry; Organic chemistry; Polymer; Composite material","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":[0.0003970457,0.0003123939,0.0003854566,0.00006671636,0.0001158644,0.00004415267,0.0003926554,0.0001033585,0.00007176361],"category_scores_gemma":[0.0002652402,0.0002394514,0.00005602636,0.0002788062,0.0001416701,0.0005228118,0.0001892815,0.0001344587,0.000009107376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049022,"about_ca_system_score_gemma":0.0001438942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008492178,"about_ca_topic_score_gemma":2.164696e-7,"domain_scores_codex":[0.9977515,0.000023649,0.0003981919,0.0005055449,0.0004071483,0.0009139368],"domain_scores_gemma":[0.9986271,0.0002187634,0.0002030842,0.0004912756,0.0002913403,0.0001683986],"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":[0.0001226287,0.00004169283,0.0001331784,0.0005660376,0.00003657717,0.00003857008,0.0001669866,0.002827924,0.9956357,0.0001553732,0.00003648734,0.0002387976],"study_design_scores_gemma":[0.0006879446,0.00007389209,0.00004149142,0.0001522582,0.00001721317,0.00001113248,0.001029332,0.0002679722,0.9964163,0.00004966837,0.0009282182,0.0003245857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775208,0.001583159,0.01986908,0.0001944853,0.0000309772,0.0002373784,0.00001596952,0.0001573379,0.0003907884],"genre_scores_gemma":[0.9943016,0.000209807,0.001150172,0.000004280073,0.00005846594,0.0001191114,0.00001256386,0.00005946286,0.004084585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871891,"threshold_uncertainty_score":0.9764546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00811660755228398,"score_gpt":0.226466841542416,"score_spread":0.218350233990132,"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."}}