{"id":"W3116163845","doi":"10.1039/d0cp05787h","title":"Viscosity models for ionic liquids and their mixtures","year":2020,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ionic liquid; Viscosity; Mixing (physics); Ionic bonding; Thermodynamics; Chemistry; Materials science; Ion; Organic chemistry; Physics; Catalysis","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":[0.0007333223,0.001531021,0.001179427,0.001878836,0.0004319404,0.001939221,0.001870322,0.002061975,0.002381672],"category_scores_gemma":[0.002601953,0.0005541801,0.001432987,0.00101248,0.001261981,0.004386162,0.00145947,0.002050537,0.001425498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008773679,"about_ca_system_score_gemma":0.0005674944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037113,"about_ca_topic_score_gemma":0.0003909533,"domain_scores_codex":[0.9994161,0.0001224539,0.00004137377,0.000117407,0.0002466638,0.00005613015],"domain_scores_gemma":[0.9994574,0.0002608452,0.000113274,0.00004313741,0.00009656338,0.00002877229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006181861,0.00006512866,0.0003399142,0.0006297157,0.00005606159,0.0002740317,0.000220818,0.1591795,0.01346739,0.7861519,0.003709718,0.03584399],"study_design_scores_gemma":[0.00002148751,0.00008380548,0.000251494,0.0001815605,0.00004002357,0.0003031121,0.00003443712,0.6150368,0.004935824,0.333324,0.04571715,0.000070239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01951639,0.06584006,0.8643687,0.001845303,0.001060181,0.0001271195,0.000424823,0.0006285972,0.04618885],"genre_scores_gemma":[0.6356358,0.123796,0.1601068,0.001716439,0.003176247,0.000952283,0.00160735,0.00087641,0.07213267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002381672,"threshold_uncertainty_score":0.007967532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295417679784399,"score_gpt":0.2294325629260809,"score_spread":0.2064783861282369,"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."}}