{"id":"W4402474465","doi":"10.1109/ccece59415.2024.10667222","title":"Decentralized Controllability Analysis for DC Nanogrids based on Graph Theory","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum-Dot Cellular Automata","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Controllability; Graph theory; Computer science; Graph; Topology (electrical circuits); Control theory (sociology); Distributed computing; Theoretical computer science; Mathematics; Combinatorics; Control (management); Applied mathematics; 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":[],"consensus_categories":[],"category_scores_codex":[0.001654077,0.0001978477,0.0003425016,0.0003360707,0.0001019186,0.0004186619,0.0008812998,0.0000717423,0.0002572425],"category_scores_gemma":[0.0001617485,0.0001472944,0.0006174438,0.001919734,0.00006818011,0.0002374912,0.00007787554,0.00009210497,0.00007561567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006081717,"about_ca_system_score_gemma":0.0001319731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001427298,"about_ca_topic_score_gemma":0.00002041922,"domain_scores_codex":[0.9979407,0.0002651363,0.0003234067,0.0007240013,0.0003478355,0.0003989336],"domain_scores_gemma":[0.9971954,0.00136952,0.00004072346,0.001181829,0.00008478315,0.0001277656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001094262,0.0001849338,0.0008846563,0.00008082032,0.0006961979,0.00002370542,0.0001355745,0.002606705,0.001398809,0.9812285,0.001464639,0.01118606],"study_design_scores_gemma":[0.0006535204,0.00009865274,0.0008883461,0.00001187561,0.000219044,7.987027e-7,0.000007154439,0.9433537,0.005407273,0.04470943,0.004450354,0.0001998174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01344716,0.0004405871,0.9816419,0.001540682,0.000510267,0.0004513467,0.00002028597,0.0009215578,0.001026193],"genre_scores_gemma":[0.9765145,0.000006840338,0.02221449,0.0008130489,0.00002252159,0.00006623319,0.00002013624,0.00001331509,0.0003289429],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9630673,"threshold_uncertainty_score":0.6006493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346339526816871,"score_gpt":0.2626680578432035,"score_spread":0.2492046625750348,"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."}}