{"id":"W2013054066","doi":"10.1088/1742-5468/2010/03/p03008","title":"Collective diffusion in a non-homogeneous interacting lattice gas","year":2010,"lang":"en","type":"article","venue":"Journal of Statistical Mechanics Theory and Experiment","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Homogeneous; Lattice (music); Lattice diffusion coefficient; Diffusion; Statistical physics; Chemical physics; Condensed matter physics; Materials science; Physics; Thermodynamics; Effective diffusion coefficient; Medicine","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":[0.0004220142,0.0001046594,0.0001957767,0.0000448798,0.00006999025,0.00003582753,0.00008002276,0.00002691577,0.0003169756],"category_scores_gemma":[0.00006720636,0.0000826223,0.00004309592,0.00006355614,0.0000394811,0.00007034283,0.00005819279,0.0003626927,0.000004396872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573895,"about_ca_system_score_gemma":0.00006276467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004291988,"about_ca_topic_score_gemma":3.906359e-7,"domain_scores_codex":[0.9992159,0.00009684011,0.0002948384,0.0001078243,0.0001436535,0.0001409569],"domain_scores_gemma":[0.9986148,0.001001134,0.0001332251,0.00005497379,0.00007946054,0.0001163365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003851788,0.0002890641,0.00004063446,0.000004193522,0.00002981591,0.00001736783,0.001396442,0.00002381656,0.03009383,0.9547095,0.000009549379,0.0130006],"study_design_scores_gemma":[0.0005846579,0.0002493958,0.00008402805,0.00003809298,0.00001918549,0.00001850351,0.001296384,0.005826119,0.01393122,0.9778194,0.0000347974,0.00009820336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6246067,0.00001307119,0.3743006,0.00004146211,0.0002476819,0.00005702059,0.000009552887,0.000001867352,0.0007221304],"genre_scores_gemma":[0.9934382,0.000001268505,0.006294067,0.00003932495,0.0001883704,0.000004437102,0.00000191552,0.000008881234,0.00002352741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3688316,"threshold_uncertainty_score":0.3470661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004279649192122977,"score_gpt":0.2597461560269744,"score_spread":0.2554665068348514,"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."}}