{"id":"W2954647417","doi":"10.1016/j.enbuild.2019.07.014","title":"Properties of concretes enhanced with phase change materials for building applications","year":2019,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Phase Change Materials Research","field":"Engineering","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal energy storage; Building envelope; Materials science; Phase change; Phase-change material; HVAC; Thermal; Building material; Composite material; Process engineering; Mechanical engineering; Air conditioning; Engineering; Engineering physics; Thermodynamics","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":[0.0001222862,0.000108935,0.0002025644,0.00007451846,0.00003497301,0.00003264293,0.00008990755,0.00004826955,0.00004779282],"category_scores_gemma":[0.000006677274,0.00008590766,0.00001457639,0.00007808924,0.0000460257,0.000140721,0.00002763321,0.00001988951,9.470871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172034,"about_ca_system_score_gemma":0.000007609956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003734865,"about_ca_topic_score_gemma":0.000002617813,"domain_scores_codex":[0.9994268,0.00000842989,0.0001323294,0.0001424696,0.00009970029,0.0001902789],"domain_scores_gemma":[0.9997253,0.00002627666,0.00003340735,0.0001184893,0.00005663668,0.00003992827],"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":[0.00008727753,0.000009542411,0.000002760141,0.0004014484,0.00002702501,1.440044e-7,0.0001660407,0.00002297252,0.9934343,0.003271812,0.00002160406,0.002555138],"study_design_scores_gemma":[0.0007883504,0.0001289429,0.00000209684,0.0001272946,0.000008891647,0.000001981145,0.00003541834,0.0003760129,0.988552,0.0001025809,0.009756264,0.000120179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902795,0.0007354098,0.008234443,0.00001883115,0.00006528469,0.0004117727,0.0000505473,0.00007837574,0.0001258489],"genre_scores_gemma":[0.997577,0.0001652815,0.001186234,0.00002028483,0.000135637,0.0008215361,0.0000118566,0.00003017534,0.00005203845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00973466,"threshold_uncertainty_score":0.3503213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838956610340911,"score_gpt":0.2625095822069279,"score_spread":0.2341200161035188,"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."}}