{"id":"W4401942092","doi":"10.1115/gt2024-127710","title":"A Perspective on the Process and Turbomachinery Design of Compressed Air Energy Storage Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Turbomachinery; Perspective (graphical); Energy storage; Process (computing); Compressed air energy storage; Computer science; Process engineering; Compressed air; Mechanical engineering; Systems engineering; Engineering; Physics; Thermodynamics; Artificial intelligence; Operating system","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":[0.0003661992,0.0005914383,0.00042482,0.0004926428,0.0005188311,0.001788644,0.0006957163,0.0008602639,0.003876462],"category_scores_gemma":[0.0004872362,0.000367191,0.0005916545,0.0004925567,0.0008924944,0.0009519795,0.0004872049,0.0007062976,0.0007119827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009709677,"about_ca_system_score_gemma":0.001162023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901092,"about_ca_topic_score_gemma":0.002766269,"domain_scores_codex":[0.9997168,0.00008541029,0.000009604095,0.0000273207,0.0001392776,0.00002150183],"domain_scores_gemma":[0.9998735,0.00004749925,0.00001377814,0.000007978389,0.00004721702,0.000009998193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005906495,0.0000450583,0.0005335201,0.0005249958,0.00002664916,0.0003244455,0.0002610005,0.6929242,0.01706528,0.2230946,0.002067114,0.06307413],"study_design_scores_gemma":[0.00002854066,0.0002648527,0.0005272629,0.0001162628,0.00001865478,0.00015245,0.0001867343,0.8864616,0.00520355,0.05185497,0.05515276,0.00003237669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03654561,0.009747875,0.861384,0.001710646,0.0003846204,0.0001845001,0.000136426,0.0002238109,0.08968254],"genre_scores_gemma":[0.7047936,0.01522222,0.2386692,0.0003111914,0.0003907431,0.0003926167,0.0001580962,0.0001724296,0.03988996],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003876462,"threshold_uncertainty_score":0.012968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275937561575123,"score_gpt":0.2382580460117231,"score_spread":0.2254986703959719,"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."}}