{"id":"W3185495815","doi":"10.1115/ht2021-63181","title":"Effect of Geometric Configurations on the Thermal Performance Of Encapsulated PCMs","year":2021,"lang":"en","type":"article","venue":"","topic":"Phase Change Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Heat transfer; Thermal energy storage; Thermal; Phase-change material; Conical surface; Thermal energy; Mechanics; Composite material; Mechanical engineering; Thermodynamics","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":[0.0002563726,0.0005086947,0.0003275868,0.000345052,0.0001957273,0.0005365717,0.000393356,0.0003209634,0.001516606],"category_scores_gemma":[0.001417313,0.0002120426,0.0002846243,0.0003818384,0.000395167,0.00049221,0.0004071368,0.000244463,0.0003065898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661684,"about_ca_system_score_gemma":0.0001418649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003930053,"about_ca_topic_score_gemma":0.0004245903,"domain_scores_codex":[0.999716,0.00004135868,0.00002257913,0.00006080596,0.00009136155,0.0000678755],"domain_scores_gemma":[0.999408,0.0001854112,0.0001723985,0.00007303934,0.0001231074,0.00003810626],"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":[0.0009174903,0.00006650938,0.003353199,0.0003182209,0.00004027985,0.000406193,0.0001839069,0.02280803,0.9598172,0.0005876119,0.0002936063,0.01120768],"study_design_scores_gemma":[0.00001141266,0.0009032272,0.004932657,0.00001818881,0.00004832352,0.0001704681,0.0001851121,0.01716418,0.9753432,0.00006997424,0.001117075,0.00003607451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997012,0.0005238036,0.001243535,0.00001907663,0.00002616714,0.000009700242,0.0001014612,0.00006134795,0.001002951],"genre_scores_gemma":[0.9988445,0.0001733871,0.000623133,0.000006445546,0.000002718651,0.000006610308,0.00006295272,0.00001849217,0.0002616876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516606,"threshold_uncertainty_score":0.005073547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205200750468163,"score_gpt":0.2581279043415938,"score_spread":0.2376078292947775,"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."}}