{"id":"W2972127453","doi":"","title":"The impacts of series compensated EHV lines on distance protection, and a proposed new mitigation solution","year":2017,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Power Systems Fault Detection","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Computer science; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011925,0.0001899621,0.0002254935,0.0002937841,0.0005100139,0.0001206126,0.0004633311,0.0001889519,0.000003069336],"category_scores_gemma":[0.001279983,0.0001583702,0.00003410225,0.0003447659,0.0005233926,0.001018266,0.0001176372,0.0002387511,0.000006011381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008878766,"about_ca_system_score_gemma":0.00008219828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848796,"about_ca_topic_score_gemma":0.0007507889,"domain_scores_codex":[0.9987901,0.00002048552,0.0004845814,0.0002642637,0.0002221908,0.0002183191],"domain_scores_gemma":[0.9978988,0.00001380136,0.0005040732,0.001136585,0.0003766884,0.00007004872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007901444,0.0004154143,0.01083802,0.002341313,0.0006649052,0.000008577058,0.0005221436,0.001477624,0.4703752,0.1284245,0.02928858,0.3548536],"study_design_scores_gemma":[0.001586485,0.0003206464,0.0141767,0.0007473271,0.00006021322,0.0000348444,0.0001162631,0.04371064,0.541875,0.0008075308,0.3960729,0.0004913849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122216,0.000942066,0.1584977,0.01688287,0.002824784,0.003630593,0.0006026724,0.002063544,0.002334211],"genre_scores_gemma":[0.9976279,0.00008369613,0.001784796,0.000006405025,0.00006157805,0.00006497487,0.0001414771,0.00001977928,0.0002094661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3667844,"threshold_uncertainty_score":0.6458149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611269709442185,"score_gpt":0.2489378003024424,"score_spread":0.2328251032080206,"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."}}