{"id":"W2582124616","doi":"10.1016/j.ijthermalsci.2017.01.006","title":"2-D numerical investigation of melting of an impure PCM in the arbitrary-shaped annuli","year":2017,"lang":"en","type":"article","venue":"International Journal of Thermal Sciences","topic":"Phase Change Materials Research","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Natural Sciences and Engineering Research Council of Canada; McGill University","funders":"","keywords":"Phase-change material; Materials science; Annulus (botany); Mechanics; Thermodynamics; Heat exchanger; Enclosure; Tube (container); Control volume; Phase change; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736677,0.000459175,0.0006888853,0.0005218755,0.0009317709,0.001071873,0.001109438,0.002570481,0.005592635],"category_scores_gemma":[0.001308601,0.0005563083,0.0006800648,0.0006145396,0.001232376,0.0007834958,0.0005594749,0.0007676511,0.0002963332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00074169,"about_ca_system_score_gemma":0.0007528243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008807516,"about_ca_topic_score_gemma":0.005684648,"domain_scores_codex":[0.9998609,0.00002090269,0.000007817947,0.00002876903,0.00003471746,0.00004691901],"domain_scores_gemma":[0.9994032,0.0003393388,0.00006926407,0.00005354308,0.0000758854,0.00005872778],"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":[0.0001221972,0.00007738928,0.002177906,0.000100091,0.00002461447,0.0003894795,0.00009762101,0.9874632,0.005495169,0.002252149,0.0003964861,0.001403764],"study_design_scores_gemma":[0.00001425413,0.0000282599,0.0007787175,0.000007438021,0.00000610916,0.00002954198,0.00004273189,0.9977413,0.0009956001,0.0001598718,0.0001858438,0.00001032116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586357,0.0003310538,0.01479499,0.0004949914,0.00009341828,0.00005006581,0.0007003405,0.0003017242,0.02459774],"genre_scores_gemma":[0.9940925,0.00006664848,0.003553627,0.00005203341,0.000009676248,0.00002459139,0.0001532067,0.00003366011,0.002014028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008807516,"threshold_uncertainty_score":0.01870924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07301614118430058,"score_gpt":0.3639392727820827,"score_spread":0.290923131597782,"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."}}