{"id":"W4411657011","doi":"10.51847/qqmbz2yno4","title":"10.51847/qqmBZ2YNo4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reduction (mathematics); Mathematics; Geometry","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":[0.0004090195,0.000779414,0.0004884935,0.0009745461,0.0006854326,0.001690265,0.0006729506,0.001871779,0.8246832],"category_scores_gemma":[0.0007057384,0.0002798183,0.0003200175,0.001236182,0.0004703875,0.001144802,0.000847324,0.0006448086,0.7647219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008493662,"about_ca_system_score_gemma":0.0004201226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826948,"about_ca_topic_score_gemma":0.002986554,"domain_scores_codex":[0.9997733,0.00003116801,0.00001748905,0.00006157973,0.0000731117,0.00004340765],"domain_scores_gemma":[0.9995713,0.00009022091,0.00003517958,0.0000628675,0.0001696345,0.00007078738],"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":[0.0007078007,0.0002258986,0.001825273,0.0004481955,0.00002827649,0.0003863987,0.0001246793,0.002249008,0.01961456,0.01254347,0.1374733,0.8243732],"study_design_scores_gemma":[0.0001000866,0.0001742702,0.001905972,0.0001533043,0.00002301744,0.0005653074,0.0001625276,0.007289773,0.005209806,0.003132072,0.9812579,0.00002598081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01318122,0.001468861,0.02769325,0.001254025,0.001806035,0.0002669971,0.00133601,0.00326396,0.9497296],"genre_scores_gemma":[0.02154612,0.0004046129,0.007021662,0.0002262057,0.0001106482,0.00007811715,0.0008034583,0.0004158177,0.9693935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1753168,"threshold_uncertainty_score":0.2500681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00328992019681437,"score_gpt":0.1563913224724044,"score_spread":0.15310140227559,"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."}}