{"id":"W2178107058","doi":"10.1115/ajkfluids2015-22239","title":"Study of the Melting Behavior in a PCM-Based Thermal Energy Storage","year":2015,"lang":"en","type":"article","venue":"","topic":"Phase Change Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Phase-change material; Thermal energy storage; Latent heat; Materials science; Heat transfer; Energy storage; Thermodynamics; Thermal; Thermal energy; Sensible heat; Renewable energy; Convection; Mechanics; Electrical engineering; Engineering; Physics","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":[0.0001754009,0.0001776535,0.0003096082,0.0002400828,0.0002792447,0.0002250259,0.0002366995,0.0002434333,0.0009222716],"category_scores_gemma":[0.0003910167,0.000122437,0.0001726446,0.0002996218,0.0003509085,0.000376031,0.0001418889,0.000325188,0.000158203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207042,"about_ca_system_score_gemma":0.0001497267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004502044,"about_ca_topic_score_gemma":0.0004664731,"domain_scores_codex":[0.9998704,0.00001431068,0.000005981095,0.00002308152,0.00006594629,0.00002029652],"domain_scores_gemma":[0.9997599,0.00009449263,0.00003652276,0.00002015402,0.00007597231,0.00001310394],"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":[0.0001740813,0.00004696867,0.001043278,0.000115952,0.000006572184,0.0001199314,0.0001010078,0.002340013,0.9913086,0.000218947,0.00005578349,0.004468833],"study_design_scores_gemma":[0.00000860837,0.0004319138,0.005017511,0.000008835999,0.00001000602,0.00006246108,0.00008568396,0.03275647,0.9610173,0.00006583535,0.00052706,0.000008448312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974365,0.0002551049,0.001628919,0.00001789325,0.00001033722,0.00001226785,0.00005971696,0.0000300857,0.0005492265],"genre_scores_gemma":[0.998737,0.0001101915,0.0008445991,0.000004131701,0.000003357627,0.000007402934,0.00002988625,0.000004269325,0.0002591497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009222716,"threshold_uncertainty_score":0.003085256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09507387335048427,"score_gpt":0.309543406321346,"score_spread":0.2144695329708617,"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."}}