{"id":"W2154449851","doi":"10.1109/mpe.2007.915187","title":"Opening Up for Interoperability","year":2008,"lang":"en","type":"article","venue":"IEEE Power and Energy Magazine","topic":"Power Systems and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Interoperability; Modular design; Architecture; Consolidation (business); Scalability; Computer science; Systems engineering; Engineering; Open architecture; Engineering management; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005672875,0.0001211781,0.0001705173,0.00005032712,0.00006197963,0.00001600118,0.0000987582,0.00007068431,0.00002022092],"category_scores_gemma":[0.00001302694,0.0001029404,0.00004053758,0.00006194629,0.00005494678,0.00009904278,0.00002511997,0.00005782903,0.000009543752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001670003,"about_ca_system_score_gemma":0.000004741286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002241467,"about_ca_topic_score_gemma":0.00002721284,"domain_scores_codex":[0.9994544,0.000004975275,0.0001501218,0.0001496182,0.00004842951,0.0001923982],"domain_scores_gemma":[0.9997168,0.0000220248,0.0000111212,0.0001815357,0.00002572741,0.00004285515],"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":[0.0002724561,0.0002107617,0.009095007,0.0007084931,0.000756898,0.00016232,0.005093431,0.005777734,0.2303611,0.02656663,0.5782856,0.1427096],"study_design_scores_gemma":[0.000923803,0.0001806742,0.002983029,0.00004501548,0.00001129872,0.0001460289,0.0000782026,0.006517772,0.03099786,0.0004605556,0.9571974,0.0004583377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847103,0.00199794,0.07541478,0.0001040122,0.003196131,0.00009200405,0.00001984545,0.00105365,0.03341131],"genre_scores_gemma":[0.9965233,0.0001617574,0.0004762776,0.00003322407,0.00004720583,0.00003794187,0.000002804502,0.00002145553,0.002696072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3789119,"threshold_uncertainty_score":0.4197789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697719500030988,"score_gpt":0.2108745080565924,"score_spread":0.1938973130562825,"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."}}