{"id":"W4391426504","doi":"10.1016/j.tsep.2024.102434","title":"Numerical and experimental investigation of the melting of a PCM in an enclosure having a tree-shaped internal fin","year":2024,"lang":"en","type":"article","venue":"Thermal Science and Engineering Progress","topic":"Phase Change Materials Research","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enclosure; Fin; Internal heating; Mechanics; Materials science; Thermodynamics; Composite material; Engineering; Physics","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":[0.0004069885,0.00007497284,0.00009665274,0.0001162415,0.00002305478,0.00006318522,0.0001628427,0.0000248099,0.000006020562],"category_scores_gemma":[0.00002306233,0.00005593046,0.00001046713,0.0003558759,0.0002151816,0.0002718078,0.00008126251,0.00008902836,1.490199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003562364,"about_ca_system_score_gemma":0.00002212851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000307434,"about_ca_topic_score_gemma":0.000002990315,"domain_scores_codex":[0.9993415,0.00001381039,0.0001333386,0.0001212753,0.0002180961,0.0001719327],"domain_scores_gemma":[0.9998182,0.00002144604,0.00001180784,0.0000768516,0.00001753543,0.00005415528],"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":[0.000004512085,0.000005477159,0.00289533,0.0001731694,0.000003141954,0.000002948473,0.004600913,0.001633211,0.985463,0.00004390143,3.304309e-7,0.005174045],"study_design_scores_gemma":[0.00007378222,0.00003562596,0.0248696,0.0002295987,0.000001621416,0.000006002484,0.000084684,0.4743021,0.5003318,0.000007451686,0.000003023807,0.0000547127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984927,0.001176965,0.00004164711,0.00002654216,0.00009835986,0.00009731654,0.000002007612,0.00004402031,0.00002050226],"genre_scores_gemma":[0.9996662,0.000004916395,0.0002733406,0.000001319309,0.00002633488,0.00001614468,2.966786e-7,0.00001031497,0.000001104144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4851312,"threshold_uncertainty_score":0.2280778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627290627039999,"score_gpt":0.2891172515402673,"score_spread":0.2628443452698673,"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."}}