{"id":"W2012267729","doi":"10.1252/kakoronbunshu.31.151","title":"Performance and Heat Transfer Characteristics of a Latent Heat Storage Unit with Finned Tubes: Numerical Analysis on Freezing and Melting Process of n-Pentane as a Phase-Change Material","year":2005,"lang":"en","type":"article","venue":"KAGAKU KOGAKU RONBUNSHU","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Latent heat; Materials science; Phase-change material; Pentane; Phase change; Heat transfer; Thermal energy storage; Process (computing); Thermodynamics; Unit (ring theory); Chemistry; Computer science; Organic chemistry; Mathematics; 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":[0.0001790187,0.0002035356,0.000284091,0.0001702364,0.0003445022,0.0002386022,0.0003496414,0.000365316,0.001018667],"category_scores_gemma":[0.0003945971,0.0001787228,0.0003502783,0.000202796,0.0004523271,0.000433265,0.000154906,0.0001912,0.00007445541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407448,"about_ca_system_score_gemma":0.0002735839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897177,"about_ca_topic_score_gemma":0.001698076,"domain_scores_codex":[0.999948,0.0000111559,0.000002888639,0.00001286949,0.00001361604,0.00001146938],"domain_scores_gemma":[0.9997957,0.0001273875,0.00001898678,0.00001380737,0.00003090162,0.00001324165],"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":[0.001553435,0.0001536,0.01156453,0.0002613616,0.00004825911,0.0002645655,0.0004526294,0.4419585,0.5229024,0.001575207,0.0002861682,0.01897937],"study_design_scores_gemma":[0.0000442373,0.0005736534,0.008897421,0.000009331004,0.00004592456,0.00004062173,0.0001247171,0.7857386,0.2040185,0.0001901426,0.0002898165,0.00002701543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944443,0.00004782611,0.004709582,0.00001817024,0.000004569555,0.000006894395,0.00002105408,0.00005439442,0.0006931321],"genre_scores_gemma":[0.9989557,0.00001698036,0.0007014254,0.000001623589,7.171736e-7,0.000004756029,0.00001054248,0.000004186403,0.000303989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003897177,"threshold_uncertainty_score":0.007749021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659853145838764,"score_gpt":0.2413823381307621,"score_spread":0.2247838066723745,"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."}}