{"id":"W4411656982","doi":"10.51847/begrm1ucpg","title":"10.51847/begrM1UcpG","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Power quality; Distribution (mathematics); Variable (mathematics); Power (physics); Computer science; Mathematics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006858759,0.00008432027,0.00009421393,0.00003028457,0.00002734019,0.00002259111,0.0001166275,0.00004418331,0.987766],"category_scores_gemma":[0.000005995795,0.00009345102,0.00003313539,0.00009935872,0.000009227588,0.00005785451,0.000009703213,0.00007748357,0.9861822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002458434,"about_ca_system_score_gemma":0.000005717769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003337387,"about_ca_topic_score_gemma":1.03306e-7,"domain_scores_codex":[0.9995269,0.000009342772,0.0001029969,0.00008500848,0.00008268869,0.0001931055],"domain_scores_gemma":[0.9997013,0.00001757649,0.000003619116,0.0001730378,0.000008520647,0.00009597897],"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":[0.00001692675,0.00001584401,3.904789e-8,0.00001372706,0.00001977424,0.000005997368,0.00004723676,0.004587968,0.0001902974,0.000006021178,0.08374299,0.9113532],"study_design_scores_gemma":[0.00008474907,0.00001745325,0.00001933773,0.000007744266,0.000005538619,0.000002793494,4.102813e-7,0.002673656,0.0001516795,0.000005123073,0.9969016,0.0001298657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002140465,0.0001096593,0.000006648918,0.00008831289,0.000004605528,0.00005784443,0.00001583058,0.0004077308,0.9971689],"genre_scores_gemma":[0.001790411,0.000001348481,0.0001134194,0.0000605316,0.00007010266,0.000006586171,0.000008266121,0.00002181668,0.9979275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9131587,"threshold_uncertainty_score":0.3810822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970074236419761,"score_gpt":0.1791782643254268,"score_spread":0.1694775219612292,"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."}}