{"id":"W4411617998","doi":"10.51847/tw61sw1hnt","title":"10.51847/tW61SW1hnT","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power quality; Power (physics); High voltage; Wind power; Electrical engineering; Voltage optimisation; Power grid; Voltage; Environmental science; Computer science; Switched-mode power supply; Physics; Engineering","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":[0.0001027052,0.0001589374,0.0002070801,0.00007004897,0.00007685963,0.00003853308,0.0002302159,0.00009208525,0.9939559],"category_scores_gemma":[0.00001127492,0.0001356845,0.00007923811,0.000213181,0.0000184728,0.00006517878,0.00003383357,0.00005532791,0.9830543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906022,"about_ca_system_score_gemma":0.0000252613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222961,"about_ca_topic_score_gemma":0.00001121611,"domain_scores_codex":[0.9989614,0.00004631239,0.0002133383,0.0002510374,0.0001821954,0.0003457122],"domain_scores_gemma":[0.9993284,0.00002293251,0.00002557007,0.0003968578,0.00002779854,0.0001984095],"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":[0.0000361557,0.00003603468,7.626386e-8,0.000004246111,0.00002824357,0.00001463016,0.00001537398,0.008792658,0.0002585365,0.00007080851,0.05652369,0.9342195],"study_design_scores_gemma":[0.0002075078,0.00009966848,0.00001180243,0.00001940932,0.000008412721,0.000013855,9.146132e-7,0.0002618088,0.0001615703,0.000006650805,0.9990032,0.0002051526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009925612,0.0001628786,0.000001865685,0.0001260512,0.00001681096,0.0000678392,0.000005169252,0.0002122825,0.9984145],"genre_scores_gemma":[0.001962876,6.142197e-7,0.00006280345,0.00009844435,0.000355905,0.00002349116,0.00001420588,0.00003848966,0.9974432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9424796,"threshold_uncertainty_score":0.5533054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005223981071546302,"score_gpt":0.1704755520396369,"score_spread":0.1652515709680905,"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."}}