{"id":"W2926096302","doi":"10.1007/s10570-019-02398-w","title":"Aqueous suspensions of cellulose nanocrystals as water-based lubricants","year":2019,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Tribometer; Materials science; Lubricant; Tribology; Friction coefficient; Lubrication; Aqueous solution; Composite material; Lubricity; Cellulose; Cylinder; Metallurgy; Chemical engineering; Mechanical engineering","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":[0.0003016827,0.0001981181,0.0001534254,0.0001608831,0.0001617437,0.0003463822,0.0001871104,0.0002406892,0.0009124386],"category_scores_gemma":[0.0003002071,0.0001035794,0.00008725728,0.0001652834,0.0001385601,0.0004107796,0.0001619392,0.0003072667,0.0001778162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609822,"about_ca_system_score_gemma":0.0001966752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702671,"about_ca_topic_score_gemma":0.002264019,"domain_scores_codex":[0.999821,0.0000291728,0.00001505449,0.0000389603,0.00005979947,0.00003605144],"domain_scores_gemma":[0.9998811,0.00004985561,0.00001647083,0.000006308729,0.00003208472,0.00001413321],"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":[0.00008580084,0.00002823487,0.00007198346,0.00004832635,0.000004399356,0.00003925342,0.00003642191,0.0001129688,0.9973787,0.0002129279,0.00004413701,0.001936826],"study_design_scores_gemma":[0.0000066363,0.00009896289,0.0001387276,0.000002609297,0.000005009519,0.00001402994,0.00001665386,0.0005877911,0.9983634,0.00001361944,0.0007506547,0.000001851008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912096,0.002387024,0.003025963,0.00007278379,0.0000643762,0.00002635031,0.00008054526,0.00002291865,0.00311048],"genre_scores_gemma":[0.993512,0.001173913,0.002339679,0.00003162821,0.00001753908,0.00001037648,0.00008998077,0.00001286126,0.002811989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001702671,"threshold_uncertainty_score":0.003385484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832711813231457,"score_gpt":0.2760374980252724,"score_spread":0.2577103798929579,"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."}}