{"id":"W3008952873","doi":"10.33564/ijeast.2019.v04i08.003","title":"APPLICATION OF LATTICE BOLTZMANN MODEL TO SIMULATE DIFFERENT TEST CASES IN TWO DIMENSIONAL ENCLOSURE","year":2019,"lang":"en","type":"article","venue":"International Journal of Engineering Applied Sciences and Technology","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Mitacs; Polytechnique Montréal","keywords":"Enclosure; Lattice Boltzmann methods; Statistical physics; Lattice (music); Mechanics; Physics; Computer science; Acoustics; Telecommunications","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":[0.0003255665,0.0004415525,0.0006968593,0.0003588301,0.0005224302,0.0006691821,0.001024917,0.00114242,0.001874644],"category_scores_gemma":[0.001150741,0.000280734,0.0005569715,0.0004667557,0.0004996113,0.0005578745,0.0005441399,0.0008057166,0.0002990031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668403,"about_ca_system_score_gemma":0.000972021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006996851,"about_ca_topic_score_gemma":0.003894639,"domain_scores_codex":[0.9997846,0.00006416867,0.00001366618,0.00002614825,0.00007758992,0.00003379465],"domain_scores_gemma":[0.9994588,0.0002976063,0.00005547504,0.00005802362,0.0000905635,0.00003950861],"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":[0.00002838058,0.0000604491,0.001312565,0.00003692024,0.00001177146,0.00008094904,0.00004541678,0.9870293,0.004681742,0.003442773,0.0001526487,0.003117135],"study_design_scores_gemma":[0.000005723134,0.00001096971,0.00009686246,0.000002232427,0.000001277155,0.0000110917,0.0000079847,0.9981664,0.001105728,0.0004142602,0.0001744422,0.000003043769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4908465,0.0003044126,0.4939633,0.0003320821,0.000140082,0.0003008943,0.0005634487,0.0008927695,0.01265648],"genre_scores_gemma":[0.8857923,0.000182817,0.1101578,0.00004399956,0.00001344346,0.0004086042,0.0002863648,0.000104976,0.003009741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006996851,"threshold_uncertainty_score":0.0139122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101001897820563,"score_gpt":0.2670480890693258,"score_spread":0.2560380700911202,"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."}}