{"id":"W4387643461","doi":"10.1016/j.jobe.2023.107944","title":"Development and assessment of a new solar-geothermal based integrated energy system with sonic hydrogen generation for buildings","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Organic Rankine cycle; Renewable energy; Environmental science; Degree Rankine; Exergy; Geothermal gradient; Rankine cycle; Process engineering; Waste management; Fossil fuel; Geothermal energy; Environmental engineering; Engineering; Waste heat; Mechanical engineering; Heat exchanger; 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":[0.0006044115,0.0004020804,0.0004925358,0.0003307683,0.0004637321,0.0007369231,0.0008461117,0.0004895917,0.001554167],"category_scores_gemma":[0.0002316899,0.0002311394,0.0004236955,0.0002458749,0.0003224307,0.00075515,0.0004653226,0.0002818983,0.0003003219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008196157,"about_ca_system_score_gemma":0.001183269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449446,"about_ca_topic_score_gemma":0.005883458,"domain_scores_codex":[0.9997422,0.00004833132,0.0000119592,0.00004131376,0.0001296485,0.00002660215],"domain_scores_gemma":[0.9998479,0.00001703794,0.00001354504,0.00001700194,0.00007758816,0.00002682933],"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":[0.001853681,0.001578633,0.0226285,0.0006375953,0.0003126434,0.0004233809,0.0002042088,0.3151117,0.4864588,0.002876478,0.001463319,0.1664511],"study_design_scores_gemma":[0.0004480464,0.007727692,0.03519515,0.00003821018,0.0004559818,0.0002181687,0.0002222549,0.7126536,0.2305606,0.0008198441,0.01159321,0.00006724348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201912,0.0003418448,0.07005113,0.0001116966,0.00006844685,0.0004399762,0.0002543954,0.0006200325,0.007921317],"genre_scores_gemma":[0.9821833,0.00009600863,0.01562486,0.00001581465,0.000005721191,0.00007407193,0.0001334575,0.000013261,0.001853474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003449446,"threshold_uncertainty_score":0.006858706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107611074652365,"score_gpt":0.2215227648345113,"score_spread":0.2104466540879876,"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."}}