{"id":"W2775423442","doi":"10.1021/acs.iecr.7b03836","title":"Comparing Soft Semicrystalline Polymer Nanocomposites Reinforced with Cellulose Nanocrystals and Fumed Silica","year":2017,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Cabot Corporation","keywords":"Fumed silica; Crystallinity; Nanocomposite; Polymer; Materials science; Cellulose; Composite material; Chemical engineering; Polymer science; Polymer chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632205,0.0002810661,0.0001753184,0.0002816455,0.0001332462,0.0002157446,0.0001256217,0.0001736491,0.0007132476],"category_scores_gemma":[0.0002291545,0.0001227628,0.0002030963,0.0001453961,0.0002194123,0.0002802006,0.0001380144,0.0002273206,0.0000972802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380285,"about_ca_system_score_gemma":0.0001315784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317975,"about_ca_topic_score_gemma":0.003800858,"domain_scores_codex":[0.999859,0.00001013629,0.00001211038,0.00003307136,0.0000605354,0.00002510256],"domain_scores_gemma":[0.9997585,0.00008952584,0.00005416916,0.00001604434,0.00004833912,0.00003330115],"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":[0.00004005527,0.00001070178,0.0002250971,0.00002009704,0.000004688256,0.00002219924,0.00001405389,0.0001633452,0.9989284,0.0000184283,0.000003878647,0.0005490981],"study_design_scores_gemma":[0.0000030559,0.000146016,0.003207716,0.000002429614,0.00001124344,0.00002701158,0.00002231655,0.001113132,0.9952775,0.000009154136,0.0001777034,0.000002655098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985744,0.00022046,0.0006493686,0.000006032254,0.000005821741,0.000004874686,0.00002622069,0.00001134722,0.0005015337],"genre_scores_gemma":[0.9984161,0.0001586311,0.0009460509,0.000005247544,0.000003059975,0.00000603043,0.00005188558,0.000009303184,0.0004035889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001317975,"threshold_uncertainty_score":0.002620637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06665053135062324,"score_gpt":0.318505640605623,"score_spread":0.2518551092549998,"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."}}