{"id":"W4244773873","doi":"10.1002/oca.2630","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Optimal Control Applications and Methods","topic":"Frequency Control in Power Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Control (management); Library science; Artificial intelligence","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005049746,0.0003601414,0.0006564562,0.0001727029,0.0001072866,0.0002294588,0.0002290476,0.0004290891,0.0009186191],"category_scores_gemma":[0.00003082144,0.0003729833,0.000118816,0.0002401562,0.0000526094,0.0002820657,0.00003123302,0.0004233893,0.002129989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000855531,"about_ca_system_score_gemma":0.00007004069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602826,"about_ca_topic_score_gemma":0.000001493759,"domain_scores_codex":[0.9985433,0.0001507938,0.0005956437,0.0002607021,0.0001408457,0.0003087585],"domain_scores_gemma":[0.9987202,0.0002416669,0.0001281231,0.0005699043,0.0002001085,0.0001399504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001729668,0.0000246539,0.000001073234,0.001153013,0.0006103712,0.00000121402,0.0002612165,0.03620483,0.003575262,0.002881562,0.4223692,0.5329003],"study_design_scores_gemma":[0.0004827985,0.00001471059,0.000005083041,0.00004134483,0.00009716339,0.00001336323,0.00004802605,0.04594392,0.0001797273,0.00002276041,0.9528095,0.0003415908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00000138155,0.02752046,0.7678577,0.00008052179,0.00175353,0.0008700227,0.0002607843,0.0001276055,0.201528],"genre_scores_gemma":[0.003530859,0.0081128,0.8707747,0.0008890386,0.003444773,0.01249019,0.002033994,0.0002617836,0.0984618],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5325587,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007651788811594021,"score_gpt":0.2977100863049592,"score_spread":0.2900582974933652,"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."}}