{"id":"W7082966807","doi":"10.1016/j.csite.2025.107105","title":"Harnessing fuel cell and PVT for cogeneration in buildings: A comparative analysis in different climates","year":2025,"lang":"en","type":"article","venue":"Case Studies in Thermal Engineering","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Zaytoonah University of Jordan","keywords":"Cogeneration; Boiler (water heating); Primary energy; Temperate climate; Solid oxide fuel cell; Energy system; Greenhouse gas; Efficient energy use; Electricity generation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003580758,0.0002805248,0.0002986763,0.000481314,0.0003370055,0.0006354153,0.0002133704,0.0003318277,0.0006656519],"category_scores_gemma":[0.0003550781,0.000146474,0.0003064864,0.0005506397,0.0004012362,0.0004400073,0.0002406798,0.0000907418,0.000127401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005976517,"about_ca_system_score_gemma":0.0001667946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004286073,"about_ca_topic_score_gemma":0.0123725,"domain_scores_codex":[0.9998455,0.00005366506,0.000005928587,0.00002244116,0.00003893956,0.00003343114],"domain_scores_gemma":[0.9998802,0.0000461104,0.00001288276,0.00001154731,0.00003484495,0.00001448605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003079745,0.0006165076,0.2714384,0.000840958,0.0006039692,0.002048003,0.002794945,0.3876077,0.2115751,0.003866328,0.0005790871,0.1149492],"study_design_scores_gemma":[0.00008383235,0.004532921,0.7565674,0.00004880193,0.0004480899,0.0008910113,0.005720913,0.1386012,0.08633841,0.001077082,0.00559479,0.00009543179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999032,0.00005405091,0.0002105394,0.000004287955,8.982848e-7,0.000002633408,0.00002132114,0.000003618731,0.0006705947],"genre_scores_gemma":[0.9995377,0.00007338628,0.0002127906,0.000001090135,7.554328e-7,0.000001806337,0.00002927697,0.000002988852,0.0001402237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004286073,"threshold_uncertainty_score":0.008522272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749361832848962,"score_gpt":0.344635609096995,"score_spread":0.3071419907685053,"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."}}