{"id":"W4387064480","doi":"10.1109/psgec58411.2023.10255942","title":"Preface","year":2023,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); China; Join (topology); Special section; Library science; Telecommunications; Engineering; Engineering management; Computer science; Political science; Media studies; Sociology; World Wide Web; Engineering physics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001712206,0.001047155,0.0006893465,0.00212464,0.002066059,0.00377645,0.001476576,0.001427554,0.4496082],"category_scores_gemma":[0.008897177,0.0003122012,0.0005959018,0.001372773,0.000530662,0.00301775,0.002035008,0.003165121,0.293641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192429,"about_ca_system_score_gemma":0.002490786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332815,"about_ca_topic_score_gemma":0.003616257,"domain_scores_codex":[0.9990126,0.000126845,0.0000735372,0.0001864976,0.0004941032,0.0001064164],"domain_scores_gemma":[0.9948913,0.0005603707,0.0001702004,0.0003432659,0.003206512,0.0008283745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003156469,0.00001963241,0.00009624579,0.0001045643,0.000001798803,0.00004290607,0.00006053369,0.00008880211,0.0001552269,0.003160332,0.9578139,0.03842451],"study_design_scores_gemma":[0.000003789458,0.00001821981,0.0002369687,0.0001077997,0.000001384754,0.00005422883,0.00005947761,0.00003239721,0.00007874837,0.001379972,0.9980224,0.000004556383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001867184,0.01255698,0.008786356,0.04241494,0.2639926,0.0009104643,0.01233585,0.002149455,0.6549861],"genre_scores_gemma":[0.008462767,0.007600336,0.003108952,0.008495711,0.03546971,0.0004143693,0.01071187,0.0009223401,0.924814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5503918,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009178515599131642,"score_gpt":0.1946118681152871,"score_spread":0.1854333525161555,"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."}}