{"id":"W4388292899","doi":"10.1016/j.energy.2023.129562","title":"Development of a hybridized small modular reactor and solar-based energy system for useful commodities required for sustainable cities","year":2023,"lang":"en","type":"article","venue":"Energy","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Environmental science; Photovoltaic system; Environmental engineering; Renewable energy; Waste management; Engineering; Electrical engineering","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":[0.0001656207,0.0002452472,0.0002743824,0.0002200557,0.0003638513,0.0002673666,0.0005524747,0.0002851795,0.002033156],"category_scores_gemma":[0.0001256478,0.0001766575,0.0004476791,0.0001958858,0.0001851113,0.0003908577,0.0003594545,0.0003334615,0.0004592753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303455,"about_ca_system_score_gemma":0.0004670945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008807863,"about_ca_topic_score_gemma":0.002093238,"domain_scores_codex":[0.9999225,0.000008061415,0.000002777053,0.00002462761,0.00003028162,0.00001180074],"domain_scores_gemma":[0.9999576,0.000004635265,0.000004928012,0.000006828927,0.0000146113,0.00001146913],"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":[0.0001137982,0.0001025941,0.0007819451,0.00008178213,0.00001838354,0.00009452458,0.00002716921,0.005828994,0.9770769,0.0008191702,0.0003053204,0.01474932],"study_design_scores_gemma":[0.0001078013,0.001855757,0.005764386,0.00001140449,0.00009781076,0.0002966646,0.00006235133,0.0724276,0.9077622,0.0004470292,0.01113376,0.00003319197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376488,0.0001615494,0.05629606,0.000104161,0.00008382126,0.0001161425,0.0002295062,0.0005742977,0.004785674],"genre_scores_gemma":[0.9613844,0.00008960232,0.0351861,0.00002364385,0.000008386433,0.0000813098,0.0001749123,0.00003761784,0.003014021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002033156,"threshold_uncertainty_score":0.006801546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569403038864513,"score_gpt":0.2030955776287145,"score_spread":0.1874015472400694,"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."}}