{"id":"W4415618119","doi":"10.1016/j.resconrec.2025.108649","title":"Sustainable power system transition pathways: Regional decarbonization and resource conservation aided by small modular reactors","year":2025,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Alberta","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Modular design; Software deployment; Resource (disambiguation); Carbon capture and storage (timeline); Capital cost; Sustainable development; Electric power system; Renewable energy; Wind power; Energy transition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047878,0.0005352609,0.000444122,0.0002881138,0.0003527474,0.0009292522,0.0007664885,0.0007210142,0.002179438],"category_scores_gemma":[0.001023329,0.0002816243,0.0008710818,0.0002632642,0.0007746698,0.001233519,0.0009886161,0.00068824,0.0001190404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264658,"about_ca_system_score_gemma":0.0009477165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561143,"about_ca_topic_score_gemma":0.01202352,"domain_scores_codex":[0.9997846,0.0000916949,0.000004749265,0.00004345291,0.00002215331,0.00005329987],"domain_scores_gemma":[0.9998125,0.00007884909,0.00004041688,0.00001393823,0.00002629761,0.00002795396],"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":[0.00003705006,0.00001333324,0.0007809988,0.00001366965,0.0000141351,0.00008275937,0.00001507555,0.9878578,0.0005650371,0.008473405,0.000151584,0.001995064],"study_design_scores_gemma":[0.000020851,0.00004699899,0.0006361125,0.00000551692,0.00001566525,0.000019126,0.00005680292,0.99052,0.000378973,0.007546553,0.0007446106,0.000008759728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683062,0.0003849416,0.3038534,0.001225759,0.00005434249,0.0001354757,0.000496758,0.0002820744,0.02526099],"genre_scores_gemma":[0.9936912,0.0001018273,0.004654119,0.00002577579,0.000003602102,0.00003412244,0.00004120226,0.00001220059,0.001436029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561143,"threshold_uncertainty_score":0.03104115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063351126913076,"score_gpt":0.1690464392659971,"score_spread":0.1627113265746895,"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."}}