{"id":"W2907152573","doi":"10.1080/10407790.2018.1538290","title":"The temperature decomposition method for periodic thermal flows with general wall conditions","year":2018,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part B Fundamentals","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Transient (computer programming); Heat flux; Boundary value problem; Thermal; Work (physics); Boundary (topology); Mechanics; Flow (mathematics); Periodic boundary conditions; Domain decomposition methods; Heat transfer; Computer science; Mathematics; Thermodynamics; Physics; Mathematical analysis; Finite element method","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":[0.0007971324,0.0007360539,0.0007510161,0.0006513874,0.0005960373,0.0006773224,0.001059577,0.0007661311,0.005038449],"category_scores_gemma":[0.001635627,0.0004835632,0.0009436439,0.0006943704,0.0007059614,0.0009297623,0.0008213487,0.001761743,0.002236697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948761,"about_ca_system_score_gemma":0.00150834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684336,"about_ca_topic_score_gemma":0.002128199,"domain_scores_codex":[0.9997007,0.00009953605,0.00001748218,0.00003932504,0.0001168678,0.00002610584],"domain_scores_gemma":[0.9996455,0.0001462997,0.00003135084,0.00006190027,0.00009159998,0.00002334075],"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":[0.0001025367,0.0001235763,0.0008436809,0.0004788463,0.00006209388,0.0001696073,0.0002606601,0.4631718,0.03119678,0.2860049,0.006663181,0.2109224],"study_design_scores_gemma":[0.00001786152,0.00001463219,0.00008685127,0.00002446526,0.000005810943,0.00006314849,0.00001298186,0.9687299,0.002657923,0.01909959,0.009272662,0.00001416535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001070699,0.00009096751,0.9967883,0.00003369787,0.00003991762,0.00003968172,0.00002876631,0.0001790224,0.001729027],"genre_scores_gemma":[0.03900275,0.0003456191,0.9556078,0.00005816175,0.00004767662,0.0003771691,0.000132275,0.0004046876,0.004023855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005038449,"threshold_uncertainty_score":0.01685524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732871776123736,"score_gpt":0.3033581869743686,"score_spread":0.2860294692131313,"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."}}