{"id":"W4400623147","doi":"10.1016/j.jobe.2024.110201","title":"Heating and energy performances of a dynamic Trombe wall incorporating phase change materials under different operation modes","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phase change; Phase-change material; Materials science; Energy (signal processing); Phase (matter); Structural engineering; Mechanical engineering; Engineering physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001814382,0.0001442877,0.0002831244,0.00031194,0.00002599473,0.0000915439,0.00008173504,0.00007176435,0.000002410081],"category_scores_gemma":[0.00001422044,0.0001164873,0.00004412024,0.0001082729,0.00001093279,0.0003903973,0.0000267002,0.0001249332,6.608585e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007553116,"about_ca_system_score_gemma":0.000006293991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002794967,"about_ca_topic_score_gemma":0.000004523522,"domain_scores_codex":[0.9992344,0.000008062229,0.0004219487,0.00007965244,0.0001242043,0.0001316803],"domain_scores_gemma":[0.9997548,0.00004407554,0.00007645704,0.00006713565,0.00002580049,0.00003167488],"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":[0.000003233898,0.000007190148,0.00002265255,0.0004071194,0.00008455617,0.000008879546,0.000158507,0.1979379,0.7869976,0.003275601,0.000002442119,0.01109428],"study_design_scores_gemma":[0.0001927183,0.00008767894,0.000115254,0.0008284312,0.00002157073,0.00008277082,0.00009306359,0.8482086,0.1501121,0.000101037,0.00004549245,0.0001112652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906522,0.005439242,0.08738393,0.00002508927,0.0004457211,0.00002539789,0.000002982011,0.0001485427,0.000007042691],"genre_scores_gemma":[0.9946471,0.0003972108,0.004764681,0.000002490502,0.0001420921,0.000008010469,0.000001502691,0.00003403724,0.000002822242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6502706,"threshold_uncertainty_score":0.4750214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325151116690595,"score_gpt":0.2362455855700949,"score_spread":0.2229940744031889,"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."}}