{"id":"W2550290567","doi":"10.1115/ht2016-7068","title":"Numerical Modelling of Natural Convection Driven Melting for an Inclined/Finned Rectangular Enclosure","year":2016,"lang":"en","type":"article","venue":"","topic":"Phase Change Materials Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enclosure; Mechanics; Multiphysics; Fin; Materials science; Natural convection; Heat transfer; Phase-change material; Porosity; Thermal; Convection; Porous medium; Thermodynamics; Composite material; Finite element method; Physics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002582881,0.0001095959,0.0001938733,0.00009165911,0.00003786717,0.00001523674,0.0001258353,0.00007974755,0.00007910807],"category_scores_gemma":[0.00007766703,0.00007833049,0.00005090643,0.0001037914,0.00002259113,0.0002062012,0.0000228396,0.00005886517,0.000006737969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006790136,"about_ca_system_score_gemma":0.0000130248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004880449,"about_ca_topic_score_gemma":0.00001309547,"domain_scores_codex":[0.9991596,0.00003788908,0.0002326116,0.0001594293,0.0001535974,0.0002568469],"domain_scores_gemma":[0.9994968,0.000134016,0.00002912146,0.0001619174,0.0001123153,0.00006588602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006942548,0.00001807002,0.00004936397,0.00009954238,0.00003022999,8.90247e-7,0.0001691979,0.01491782,0.9807353,0.000145716,0.00008615371,0.003678282],"study_design_scores_gemma":[0.0003720984,0.00007328627,0.000009104427,0.00003011819,0.000004112166,0.000001784263,0.00001710796,0.5336228,0.465393,0.0002394518,0.0001496801,0.00008745711],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6283113,0.00005549437,0.3706605,0.00004626727,0.0002659137,0.0002179864,0.00001631579,0.0001891243,0.0002370632],"genre_scores_gemma":[0.9904985,0.00002094742,0.009089494,0.000007280247,0.0002227329,0.00003909727,0.0000136306,0.00003776644,0.00007056897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518705,"threshold_uncertainty_score":0.3194225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869055697738112,"score_gpt":0.2962711947204055,"score_spread":0.2275806377430243,"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."}}