{"id":"W4213273875","doi":"10.2139/ssrn.4037429","title":"Modelling and Dynamic Safety Control of Compressed Air Energy Storage System","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Compressed air energy storage; Energy storage; Compressed air; Computer science; Environmental science; Reliability engineering; Engineering; Mechanical engineering; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279925,0.0002159111,0.0004929904,0.0001937257,0.000532335,0.00001938976,0.0003344439,0.00007469124,0.00002675257],"category_scores_gemma":[0.0000046573,0.0001948802,0.0001575044,0.0001971234,0.00004305132,0.0001013259,0.00008769254,0.0008812,7.613318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368714,"about_ca_system_score_gemma":0.0008087214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006476059,"about_ca_topic_score_gemma":0.001848298,"domain_scores_codex":[0.9968424,0.0004239015,0.0005957249,0.0002575859,0.0004280506,0.001452296],"domain_scores_gemma":[0.9990877,0.00007383368,0.0004088503,0.0002466409,0.0000719758,0.0001110131],"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":[0.0001477319,0.00003214378,0.00001301862,0.00001822722,0.000232948,0.00001022653,0.00006106094,0.6848366,0.0008122895,0.3124317,0.000009349037,0.001394722],"study_design_scores_gemma":[0.003136314,0.0004547599,0.00001066031,0.00005748257,0.00009361587,0.001721562,0.003912552,0.9450151,0.0001110164,0.01158896,0.03355573,0.0003422685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07630399,0.02755903,0.8910409,0.0001598139,0.0009994489,0.0001088704,0.0000333375,0.00009491721,0.003699653],"genre_scores_gemma":[0.9961087,0.001124346,0.00003533613,0.00003709197,0.0001451419,0.00001605343,0.00001012649,0.00004935844,0.002473879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9198047,"threshold_uncertainty_score":0.9789906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003894902880951172,"score_gpt":0.1823919852829176,"score_spread":0.1784970824019664,"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."}}