{"id":"W2039589603","doi":"10.1007/s10404-009-0529-z","title":"A review of the development of hybrid atomistic–continuum methods for dense fluids","year":2009,"lang":"en","type":"review","venue":"Microfluidics and Nanofluidics","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microscale chemistry; Statistical physics; Limiting; Molecular dynamics; Solver; Multiscale modeling; Nanotechnology; Computer science; Physics; Materials science; Chemistry; Mathematics; Computational chemistry; Mechanical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006927876,0.001029481,0.001265421,0.002072319,0.0003765696,0.0008512756,0.00164331,0.00104388,0.002249725],"category_scores_gemma":[0.0006881167,0.0006251208,0.0004997551,0.002509231,0.000560613,0.001581408,0.000825322,0.001292077,0.001985909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007227475,"about_ca_system_score_gemma":0.001027584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081766,"about_ca_topic_score_gemma":0.001818911,"domain_scores_codex":[0.9997502,0.00003018841,0.00003083401,0.0000475481,0.0001227778,0.00001839042],"domain_scores_gemma":[0.9996507,0.0001637212,0.00003670224,0.00001764076,0.0001113228,0.00001996953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006336346,0.0001396432,0.0001093507,0.0195065,0.00009014751,0.0001872632,0.00005864064,0.001835214,0.01386137,0.0114483,0.02024826,0.9324519],"study_design_scores_gemma":[0.00001949906,0.0001207316,0.0003798988,0.001930932,0.00007270271,0.0009507734,0.00003008233,0.001096714,0.008491468,0.003777729,0.983077,0.0000523316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002732597,0.9940116,0.003777274,0.000173092,0.0002979858,0.00001385691,0.00002374643,0.00002071673,0.001408447],"genre_scores_gemma":[0.001438503,0.9915957,0.005288799,0.0001723272,0.0001842687,0.00002042455,0.00004247856,0.000006896434,0.001250569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002249725,"threshold_uncertainty_score":0.00752604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493371699988751,"score_gpt":0.3261449940491326,"score_spread":0.291211277049245,"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."}}