{"id":"W2389135524","doi":"","title":"Numerical technique for approaching interfacial transport using anisotropic physical properties","year":2007,"lang":"en","type":"article","venue":"Journal of Thermal Science and Technology","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Materials science; Thermal conduction; Porous medium; Thermal conductivity; Anisotropy; Mechanics; Cylinder; Wetting; Porosity; Thermodynamics; Composite material; Optics; Physics; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058521,0.00008342649,0.0001775527,0.0002657346,0.00009225708,0.00001182999,0.0002309836,0.00008078657,0.000001222038],"category_scores_gemma":[0.00003206261,0.00006018007,0.00003558367,0.0003273661,0.0003407655,0.0002098983,0.00001024729,0.0002417916,1.718272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005788533,"about_ca_system_score_gemma":0.00006425065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002206194,"about_ca_topic_score_gemma":0.000001013912,"domain_scores_codex":[0.9992609,0.000003326414,0.0002080385,0.00008418025,0.000170357,0.0002732124],"domain_scores_gemma":[0.9997387,0.0000124191,0.00002809941,0.00005873945,0.00009624511,0.0000658049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002046851,0.00002340617,0.0004532151,0.00002583372,0.000008876333,0.000009130324,0.0003224518,0.0002323801,0.9624506,0.000320514,0.000001670847,0.03613147],"study_design_scores_gemma":[0.0002601531,0.0002935904,0.0005649128,0.00003893626,0.00002288613,0.0002568513,0.0002452234,0.007268011,0.9897283,0.0006894086,0.0005082042,0.0001235523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902641,0.00008851515,0.2090768,0.0000874566,0.0001627398,0.0001108068,4.037371e-7,0.00004237257,0.0001668576],"genre_scores_gemma":[0.9930471,0.000007410661,0.006790494,0.00001064849,0.000130251,0.000003416061,4.007062e-8,0.000009280409,0.000001345637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027831,"threshold_uncertainty_score":0.2454072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003595862015614,"score_gpt":0.2536260937575101,"score_spread":0.233590135137354,"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."}}