{"id":"W4400277222","doi":"10.1109/icsmartgrid61824.2024.10578140","title":"Suggested Smart Adaptive Load Shedding of an Islanded Microgrid Containing Renewable Resources","year":2024,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microgrid; Load Shedding; Renewable energy; Computer science; Smart grid; Electric power system; Electrical engineering; Engineering; Power (physics); Physics","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":[0.0001890408,0.0001390597,0.0001953502,0.0001103473,0.00003602457,0.00008456057,0.0001005777,0.00007596554,0.000165104],"category_scores_gemma":[0.00001192938,0.0001252738,0.00005664332,0.0002255857,0.00002108966,0.0002179734,0.00001933871,0.00009735075,0.00001319712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094696,"about_ca_system_score_gemma":0.00002782362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003787714,"about_ca_topic_score_gemma":0.000351923,"domain_scores_codex":[0.9992245,0.00002259984,0.0002404687,0.0001817363,0.0001202569,0.0002104677],"domain_scores_gemma":[0.9996582,0.0000616375,0.00001921374,0.0001443323,0.00006101645,0.00005560708],"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":[0.0002605144,0.00005453543,0.0003611353,0.0003333038,0.0005153021,0.0000662944,0.006358103,0.678774,0.228781,0.0006029233,0.004481077,0.07941183],"study_design_scores_gemma":[0.0004417064,0.0001394435,0.0001260603,0.0001468284,0.00004249233,0.00001252354,0.0006310489,0.9567177,0.02582735,0.00007669103,0.01562435,0.0002137481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8428916,0.03010677,0.05968054,0.0001188957,0.001183123,0.0006044491,0.00006365236,0.003081546,0.06226942],"genre_scores_gemma":[0.9942002,0.00020742,0.004978624,0.00002231478,0.0001124124,0.000009907129,0.00002244931,0.00003697921,0.0004096418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779437,"threshold_uncertainty_score":0.5108519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00644963912316628,"score_gpt":0.200402065922815,"score_spread":0.1939524267996487,"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."}}