{"id":"W2734069060","doi":"","title":"Rheological investigation of pigmented micro and nano-fibrillated cellulose (MNFC) suspensions: influence of co-processing pigment particles and carboxymethyl cellulose","year":2016,"lang":"en","type":"article","venue":"International Conference on Nanotechnology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec","funders":"","keywords":"Carboxymethyl cellulose; Cellulose; Rheology; Pigment; Nano-; Materials science; Chemical engineering; Chemistry; Composite material; Organic chemistry; Metallurgy; Sodium","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465373,0.0001934157,0.0003502847,0.0002588577,0.00006296417,0.00002060844,0.0002824835,0.0001794745,0.00009674182],"category_scores_gemma":[0.0006889688,0.0001358336,0.00003221423,0.0001609987,0.001970891,0.0001954208,0.0003185141,0.0001144481,0.0000135127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006875861,"about_ca_system_score_gemma":0.00008885307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005033936,"about_ca_topic_score_gemma":0.00001199061,"domain_scores_codex":[0.9982278,0.0001195635,0.0005242344,0.0004661743,0.00037533,0.0002869055],"domain_scores_gemma":[0.9985217,0.0003515102,0.0003796137,0.0002009011,0.000466909,0.00007936424],"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":[0.000151175,0.00003519243,0.005632892,0.00003167822,0.00002303901,0.000007184999,0.0001364269,0.00001056625,0.9662782,0.02386015,0.000007492685,0.003825976],"study_design_scores_gemma":[0.0007054138,0.000333406,0.002727344,0.0003142717,0.000011311,0.0000136247,0.0001353465,0.0003552666,0.9828097,0.0123912,0.00005887754,0.0001442052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963347,0.0004385651,0.0008062716,0.001938384,0.00005512253,0.0002222924,0.00002959776,0.00006623658,0.0001088375],"genre_scores_gemma":[0.9967566,0.0009020094,0.00216474,0.00003520456,0.000009489358,0.00001818476,0.000004032385,0.00001002792,0.00009966926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01653151,"threshold_uncertainty_score":0.7261831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222923339421532,"score_gpt":0.3108737654954818,"score_spread":0.2686445321012665,"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."}}