{"id":"W4297422748","doi":"10.1016/j.est.2022.105680","title":"Transient experimental study of a latent heat thermal energy storage in a heat exchanger for effective thermal management","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada); University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Latent heat; Transient (computer programming); Heat exchanger; Thermal energy storage; Thermal; Nuclear engineering; Materials science; Thermodynamics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003735546,0.000304,0.0006082182,0.0002210723,0.0007430777,0.0004857368,0.0007511936,0.0005237655,0.004865489],"category_scores_gemma":[0.0007466114,0.0002252088,0.0003548722,0.0002754613,0.0008538594,0.0006961696,0.0003038386,0.0005114241,0.0002903141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815079,"about_ca_system_score_gemma":0.0003235753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016323,"about_ca_topic_score_gemma":0.000839724,"domain_scores_codex":[0.9998133,0.00003540184,0.000009885206,0.00004135241,0.00004611285,0.00005398054],"domain_scores_gemma":[0.9994226,0.0003151004,0.0000371959,0.00006854455,0.0001118611,0.00004477842],"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":[0.006119594,0.001083413,0.002845091,0.0003221776,0.00004279432,0.0004599556,0.0003354767,0.008849409,0.9717003,0.001007061,0.000666816,0.006567946],"study_design_scores_gemma":[0.0003782403,0.005401804,0.01175272,0.00002322157,0.00006709798,0.000163755,0.0004488925,0.1004412,0.8795581,0.0003335124,0.001383094,0.00004838217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971205,0.00005512538,0.001468654,0.00006031367,0.00002652993,0.00002193675,0.000127971,0.00006976667,0.001049246],"genre_scores_gemma":[0.9994374,0.00001294499,0.0002187254,0.00000419567,0.000003006823,0.000008610458,0.00002729632,0.000005706688,0.0002821297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004865489,"threshold_uncertainty_score":0.01627672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301776615328037,"score_gpt":0.2709718541323959,"score_spread":0.2479540879791155,"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."}}