{"id":"W2068566517","doi":"10.1063/1.4750413","title":"Single file and normal dual mode diffusion in highly confined hard sphere mixtures under flow","year":2012,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Diffusion; Displacement (psychology); Flow (mathematics); Binary number; Mechanics; Mean squared displacement; Materials science; Statistical physics; Mathematics; Physics; Thermodynamics; Statistics; Molecular dynamics","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":[0.0003234417,0.0002980295,0.0004840728,0.000423713,0.0004360608,0.0005107521,0.0003221437,0.000484707,0.0004632074],"category_scores_gemma":[0.0009802361,0.0002118451,0.0002761413,0.000225618,0.000700394,0.0006602659,0.000411398,0.0003862202,0.00005711696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007037447,"about_ca_system_score_gemma":0.0006407046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949275,"about_ca_topic_score_gemma":0.002609375,"domain_scores_codex":[0.9998907,0.00001391205,0.000005060116,0.00002161891,0.00003156706,0.0000371523],"domain_scores_gemma":[0.9996908,0.0001494734,0.00005363271,0.00001406236,0.00003353197,0.00005859272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009081828,0.0002736289,0.00493924,0.0001622413,0.00005619151,0.0005138733,0.0004315386,0.5309244,0.4369601,0.01925358,0.0002285849,0.005348305],"study_design_scores_gemma":[0.0000523224,0.0001302617,0.001057005,0.000003693989,0.00001008072,0.00003135447,0.00002587604,0.9595073,0.03817119,0.000846011,0.0001398163,0.00002518283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965364,0.00005534501,0.002908649,0.00003526808,0.000004843692,0.000007204393,0.00001916498,0.00002196718,0.0004111449],"genre_scores_gemma":[0.997391,0.00005508729,0.002150718,0.000009323175,0.000002929915,0.00001168541,0.00002880603,0.000008219032,0.0003422161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004949275,"threshold_uncertainty_score":0.009840906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194415674489261,"score_gpt":0.1996451224346576,"score_spread":0.187700965689765,"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."}}