{"id":"W4411617996","doi":"10.51847/yxgp5etyb3","title":"10.51847/yxgP5eTyb3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microgrid; Particle swarm optimization; Multi-swarm optimization; Computer science; Mathematical optimization; Artificial intelligence; Mathematics; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000423126,0.001350369,0.000564548,0.001532345,0.001075887,0.002268835,0.0008939655,0.003010166,0.9286831],"category_scores_gemma":[0.0006935576,0.0004122492,0.0005536645,0.001844067,0.0006069752,0.001479443,0.001585767,0.0009807579,0.9305655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555165,"about_ca_system_score_gemma":0.0004615271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525225,"about_ca_topic_score_gemma":0.002328893,"domain_scores_codex":[0.9997292,0.0000279511,0.00002036573,0.00008181508,0.00007247032,0.00006821448],"domain_scores_gemma":[0.9994712,0.00009937512,0.00002862167,0.00009934585,0.0001814935,0.0001200293],"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":[0.0005273163,0.0002682532,0.001614116,0.000291788,0.0000332727,0.0005490595,0.00009521252,0.00101118,0.009939509,0.005478018,0.1767673,0.8034248],"study_design_scores_gemma":[0.00008936266,0.0001132087,0.001432879,0.0001456657,0.00002656792,0.0005782199,0.0001248326,0.002101955,0.003785051,0.001783345,0.9897944,0.00002450985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005235559,0.0007308453,0.008312311,0.001007622,0.0008833064,0.0001815026,0.001343572,0.002609753,0.9796956],"genre_scores_gemma":[0.008089256,0.0002652429,0.002417843,0.0003537571,0.0000757405,0.00005322103,0.0009580014,0.000313622,0.9874734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0713169,"threshold_uncertainty_score":0.1017249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003502310150974957,"score_gpt":0.1423330873174957,"score_spread":0.1388307771665207,"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."}}