{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":230,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":230,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e945ce2ba27a","filters":{"topic":"Electrical Fault Detection and Protection"}},"results":[{"id":"W2122351165","doi":"10.1109/tia.2010.2057497","title":"DC-Arc Models and Incident-Energy Calculations","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Bruce Power","keywords":"Arc (geometry); Electric arc; Electrical engineering; Arc-fault circuit interrupter; Electric power system; Power (physics); Nonlinear system; Computer science; Electronic engineering; Engineering; Mechanical engineering; Physics; Voltage; Electrode","authors":[{"name":"Ravel F. Ammerman","is_ca":false},{"name":"Tammy Gammon","is_ca":false},{"name":"Pankaj K. Sen","is_ca":false},{"name":"John P. Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01421294720320525,"gpt":0.2408675545538718,"spread":0.2266546073506665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823645,0.0006992602,0.0006011042,0.0008791873,0.0004518786,0.0009914713,0.002121633,0.0009342053,0.008502367],"category_scores_gemma":[0.00165506,0.0003776925,0.0005116218,0.00144686,0.0004011436,0.001316905,0.0005579905,0.0009898536,0.002163688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071343,"about_ca_system_score_gemma":0.0006562956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008751152,"about_ca_topic_score_gemma":0.004417833,"domain_scores_codex":[0.9997656,0.00004172915,0.00001239355,0.00003139236,0.0001250386,0.00002395082],"domain_scores_gemma":[0.9995403,0.0001708343,0.00004063921,0.00006469773,0.0001605446,0.00002297673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001511258,0.00002837643,0.0003845915,0.00009906087,0.000009929348,0.00006871791,0.00004281237,0.9223791,0.0008127954,0.05865946,0.002696003,0.01480408],"study_design_scores_gemma":[0.000003713319,0.000004837468,0.0000804779,0.00001657306,0.000003874284,0.00003286738,0.00001347736,0.9791794,0.0005753658,0.01500325,0.005079005,0.000007007304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01377678,0.001096691,0.8899522,0.0004230965,0.0001893471,0.000128778,0.0007359869,0.0009029764,0.09279406],"genre_scores_gemma":[0.7333532,0.004820128,0.1760698,0.0003799453,0.0002007291,0.0004086408,0.001705273,0.0014569,0.08160539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008751152,"threshold_uncertainty_score":0.02844322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056971012","doi":"10.1109/tdei.2003.1176575","title":"Fundamental and low frequency harmonic components of leakage current as a diagnostic tool to study aging of RTV and HTV silicone rubber in salt-fog","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silicone rubber; Materials science; Harmonics; Rod; Leakage (economics); Low frequency; Composite material; Fundamental frequency; Natural rubber; Harmonic; Silicone; Acoustics; Forensic engineering; Electrical engineering; Voltage; Engineering; Physics; Telecommunications","authors":[{"name":"Ayman El‐Hag","is_ca":true},{"name":"Shesha Jayaram","is_ca":true},{"name":"E.A. Cherney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01532264584727823,"gpt":0.2557037583115198,"spread":0.2403811124642415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139018,0.0001833078,0.000222877,0.0005074133,0.00014287,0.0001295556,0.0002017975,0.0002605123,0.0005163562],"category_scores_gemma":[0.0005757479,0.0001089219,0.0001483934,0.0002158803,0.0002784116,0.0002301982,0.0001500257,0.0001815919,0.000096952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433917,"about_ca_system_score_gemma":0.00008443862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008693819,"about_ca_topic_score_gemma":0.001764239,"domain_scores_codex":[0.9998754,0.00002041348,0.000007716831,0.00001935101,0.00006096449,0.0000161536],"domain_scores_gemma":[0.9993836,0.000209098,0.0001385708,0.00004864404,0.0001735047,0.0000465952],"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":[0.0002277108,0.00002323605,0.01381915,0.0001142066,0.00001356433,0.0001002867,0.0001070248,0.0003460258,0.9706984,0.00003326779,0.00002925291,0.01448789],"study_design_scores_gemma":[0.00001058739,0.001095382,0.1068442,0.00001443244,0.00005750557,0.0009614219,0.0001527374,0.005966466,0.8837419,0.00006685417,0.001072297,0.00001628486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858284,0.001059705,0.01221961,0.00002119149,0.00001331258,0.00003423091,0.00006567432,0.00008838989,0.000669544],"genre_scores_gemma":[0.9887925,0.0002326892,0.01057852,0.00001492072,0.000004633875,0.00001015073,0.00004237152,0.00001061762,0.0003137105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008693819,"threshold_uncertainty_score":0.001728654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034752292","doi":"10.1109/taes.2014.120556","title":"Aircraft electric system intermittent arc fault detection and location","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fault (geology); Electric power system; Arc (geometry); Engineering; Power (physics); Electric arc; Condition monitoring; Control theory (sociology); Catastrophic failure; Electronic engineering; Electrical engineering; Computer science; Mechanical engineering; Materials science","authors":[{"name":"Anil Yaramasu","is_ca":true},{"name":"Yinni Cao","is_ca":true},{"name":"Guangjun Liu","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009788269529366261,"gpt":0.2071001837343327,"spread":0.1973119142049664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001104019,0.0003112517,0.000232468,0.0006765943,0.0001580364,0.0003199043,0.0004530233,0.000335867,0.0008325455],"category_scores_gemma":[0.0008897896,0.0001106536,0.0001297799,0.0003299592,0.0001313127,0.0004104522,0.0002101362,0.0002067753,0.0002483091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826602,"about_ca_system_score_gemma":0.0002779202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241748,"about_ca_topic_score_gemma":0.003144659,"domain_scores_codex":[0.999811,0.0000298695,0.000009417319,0.00005030856,0.00008635469,0.00001297449],"domain_scores_gemma":[0.9996363,0.00007911107,0.00008600858,0.00005149466,0.0001324524,0.00001460194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003003394,0.0001029063,0.01597309,0.0002059003,0.00003959061,0.0003119232,0.0002471168,0.1885751,0.08614314,0.003223383,0.002115349,0.7027621],"study_design_scores_gemma":[0.00001465235,0.00007041998,0.004660044,0.000009994185,0.00001620647,0.0002143809,0.00004006112,0.9657298,0.02723069,0.0007355187,0.00126664,0.00001158175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2030595,0.0002252352,0.79176,0.000097121,0.00002932287,0.00004377486,0.0001113022,0.001861855,0.002811988],"genre_scores_gemma":[0.9314724,0.00009131545,0.06716062,0.0000118874,0.000006404629,0.00001484163,0.00009101482,0.00002160754,0.001129889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003241748,"threshold_uncertainty_score":0.006445765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950759670","doi":"10.1109/tia.2019.2923764","title":"The State-of-the-Art Methods for Digital Detection and Identification of Arcing Current Faults","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Frequency domain; Harmonic; Time domain; Current (fluid); Electric arc; Time–frequency analysis; Computer science; Electronic engineering; Signal processing; Engineering; Acoustics; Electrical engineering; Physics; Digital signal processing; Telecommunications","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"Marcelo E. Valdes","is_ca":false},{"name":"Claudio S. Mardegan","is_ca":false},{"name":"Basim Alsayid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01220450854332699,"gpt":0.2935462243967363,"spread":0.2813417158534093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006934144,0.001398697,0.001247866,0.004556624,0.000492912,0.001383325,0.001447087,0.001165401,0.002858459],"category_scores_gemma":[0.002763577,0.000437313,0.0007809931,0.002759835,0.0006516367,0.001989112,0.0007135488,0.0009610635,0.003035905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151873,"about_ca_system_score_gemma":0.0004722317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103026,"about_ca_topic_score_gemma":0.001141562,"domain_scores_codex":[0.9982274,0.0001821787,0.0001167084,0.0003570596,0.00104553,0.00007107999],"domain_scores_gemma":[0.9981163,0.0007703467,0.0002671003,0.0002515594,0.0005679444,0.00002679336],"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":[0.0001124227,0.00005745898,0.001659862,0.00154884,0.00006580183,0.00009617917,0.00009849278,0.003385716,0.02240242,0.002930826,0.003128489,0.9645136],"study_design_scores_gemma":[0.0001019463,0.0008914081,0.02732875,0.00194285,0.0006623066,0.008750642,0.0009226166,0.3233142,0.3289931,0.02715647,0.2794515,0.0004842076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.008330752,0.02884231,0.9523646,0.000178637,0.0003261878,0.0001367129,0.0004196316,0.002551646,0.006849504],"genre_scores_gemma":[0.2345852,0.05623999,0.6897909,0.0005093652,0.000833552,0.000455423,0.001934533,0.0003348982,0.01531617],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004556624,"threshold_uncertainty_score":0.009562492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006491016","doi":"10.1109/tdei.2014.004484","title":"Suppression of silicone rubber erosion by alumina trihydrate and silica fillers from dry-band arcing under DC","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Silicone rubber; Materials science; Composite material; Electric arc; Hydrate; Natural rubber; Filler (materials); Leakage (economics); Silicone; Electrode; Chemistry","authors":[{"name":"Refat Atef Ghunem","is_ca":true},{"name":"Shesha Jayaram","is_ca":true},{"name":"E.A. Cherney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641853420102404,"gpt":0.2249125519979103,"spread":0.2084940177968862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353708,0.0002339007,0.0002586655,0.0001648226,0.000090925,0.0001687665,0.0001287557,0.0001724069,0.0006876188],"category_scores_gemma":[0.0002499734,0.0001304791,0.0002629619,0.00009874559,0.0002007563,0.0001835016,0.0001581221,0.0002757517,0.0001567897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757089,"about_ca_system_score_gemma":0.00007198063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840403,"about_ca_topic_score_gemma":0.0003167904,"domain_scores_codex":[0.9998748,0.00001097805,0.000009240994,0.00001832443,0.00006348611,0.00002305828],"domain_scores_gemma":[0.9998059,0.00004100808,0.00006226267,0.00002186338,0.00004402336,0.00002505607],"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":[0.00005955645,0.0000065743,0.00008745486,0.00002715122,0.000002691506,0.00003058432,0.00001687193,0.00007061478,0.9984308,0.0000103136,0.000006397696,0.001251071],"study_design_scores_gemma":[0.000002193294,0.0001654589,0.001357387,0.00000139024,0.000005404109,0.00007068727,0.00001256772,0.0003474141,0.9978293,0.000005392808,0.0002013092,0.000001687227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968154,0.0002921628,0.00224318,0.00001406469,0.000008171518,0.000008455855,0.00001953668,0.0000378044,0.0005612909],"genre_scores_gemma":[0.9969462,0.0002285927,0.00201927,0.00001393103,0.000005665897,0.000006878992,0.00004937264,0.00002096135,0.0007091628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006876188,"threshold_uncertainty_score":0.002300322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155077058","doi":"10.1109/tpwrd.2003.822979","title":"Intermittent Arcing Fault on Underground Low-Voltage Cables","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Fuse (electrical); Electric arc; Fault (geology); Explosive material; Electrical engineering; Voltage; Circuit breaker; Engineering; Forensic engineering; Geology; Physics; Seismology; Electrode","authors":[{"name":"A. Hamel","is_ca":true},{"name":"A. Gaudreau","is_ca":true},{"name":"Marie-Claude Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008548109813470107,"gpt":0.2063463418354972,"spread":0.1977982320220271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008269249,0.0001754954,0.0001699063,0.0005197337,0.0002237566,0.0001876351,0.0002315963,0.0002811452,0.001009535],"category_scores_gemma":[0.0004704596,0.00007311338,0.0001028033,0.000411152,0.0002768,0.000334823,0.0002149673,0.0001858534,0.0001928109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056912,"about_ca_system_score_gemma":0.00007501944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347145,"about_ca_topic_score_gemma":0.001045393,"domain_scores_codex":[0.9999155,0.000011077,0.000004919709,0.00001295329,0.00003433369,0.00002130653],"domain_scores_gemma":[0.9997131,0.00007373431,0.00008488994,0.00003459096,0.00005578033,0.00003789723],"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":[0.00310959,0.0001891456,0.1050879,0.0008548765,0.00009732164,0.01310658,0.0007547727,0.1100984,0.5839114,0.004780858,0.002528899,0.1754804],"study_design_scores_gemma":[0.0002844836,0.003157509,0.2662969,0.0001507835,0.0002354085,0.01253202,0.001282178,0.2412188,0.4598603,0.007989834,0.006911455,0.00008029586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992378,0.0002726117,0.004897155,0.00002998924,0.000007915635,0.00000634752,0.00006016866,0.00008717481,0.002260739],"genre_scores_gemma":[0.9993662,0.0000678777,0.0002414356,0.000002016619,0.000003783568,0.00000115134,0.00002983981,0.000002327048,0.0002853324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347145,"threshold_uncertainty_score":0.003377199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885912413","doi":"10.1109/access.2019.2914580","title":"Cable Diagnostics With Power Line Modems for Smart Grid Monitoring","year":2019,"lang":"en","type":"article","venue":"IEEE Access","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Smart grid; Computer science; Robustness (evolution); Grid; Real-time computing; Reflectometry; Power-line communication; Power (physics); Electrical engineering; Engineering","authors":[{"name":"Yinjia Huo","is_ca":true},{"name":"Gautham Prasad","is_ca":true},{"name":"Lazar Atanackovic","is_ca":true},{"name":"Lutz Lampe","is_ca":true},{"name":"Victor C. M. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01631321275656396,"gpt":0.2652114762194023,"spread":0.2488982634628384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086432,0.0004772389,0.000256214,0.0004970995,0.0001381862,0.000323912,0.0004548879,0.0005406296,0.0009016744],"category_scores_gemma":[0.0009301605,0.0001265589,0.0002019143,0.0003526905,0.0002012934,0.0007091765,0.0003449578,0.0004902329,0.0003881022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209653,"about_ca_system_score_gemma":0.0001806575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006668723,"about_ca_topic_score_gemma":0.001263577,"domain_scores_codex":[0.9997892,0.0000625578,0.000008869824,0.00004990036,0.00007257399,0.00001693641],"domain_scores_gemma":[0.9996604,0.0001331124,0.00006936445,0.00005909047,0.00006356008,0.00001460573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003463334,0.0001291219,0.01031841,0.000165187,0.00005894496,0.000360661,0.0001810767,0.1472211,0.1183605,0.004567886,0.004073546,0.7142172],"study_design_scores_gemma":[0.00001814522,0.0001322343,0.002160933,0.00001447022,0.00001533125,0.0003624735,0.00004967741,0.955669,0.03425447,0.003503098,0.003804676,0.00001545655],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0485887,0.0002092491,0.9478068,0.0001565947,0.00002761238,0.00003791445,0.0000676991,0.001888075,0.001217341],"genre_scores_gemma":[0.7979759,0.0002009692,0.1996223,0.000136926,0.00006517648,0.00004220859,0.0001117144,0.00006437257,0.001780589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009016744,"threshold_uncertainty_score":0.003016412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1926340466","doi":"10.1109/tdc.2006.1668639","title":"A New Measurement Method of the Dynamic Contact Resistance of HV Circuit Breakers","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Circuit breaker; Contact resistance; Crew; Field (mathematics); Computer science; Electrical engineering; Electronic engineering; Engineering; Materials science; Mathematics; Nanotechnology","authors":[{"name":"M. Landry","is_ca":true},{"name":"A. Mercier","is_ca":true},{"name":"G. Ouellet","is_ca":true},{"name":"C. Rajotte","is_ca":true},{"name":"J. Caron","is_ca":true},{"name":"M. Roy","is_ca":true},{"name":"Fouad Brikci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01077712329408721,"gpt":0.2226405666870747,"spread":0.2118634433929875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008966108,0.0008032316,0.0008434806,0.002294174,0.0003278105,0.000929636,0.00176454,0.001082501,0.002095825],"category_scores_gemma":[0.003003849,0.0004414269,0.000341594,0.001416552,0.0005179012,0.002051649,0.000678395,0.0009242966,0.0009990861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271894,"about_ca_system_score_gemma":0.0003256307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501757,"about_ca_topic_score_gemma":0.000578124,"domain_scores_codex":[0.9967996,0.000341834,0.0001618007,0.0007370107,0.001864431,0.00009528031],"domain_scores_gemma":[0.9976016,0.0006026913,0.0003873654,0.0004395927,0.0008977407,0.00007111621],"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":[0.0001579902,0.00009412573,0.003175089,0.0007632733,0.00006566945,0.0002207341,0.0003293807,0.002257474,0.7294516,0.00235087,0.001563697,0.2595702],"study_design_scores_gemma":[0.00007479312,0.001069294,0.0169089,0.0001065373,0.0001574489,0.00326771,0.0002490792,0.06430065,0.8755519,0.001144608,0.03690773,0.0002612556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06687218,0.003559696,0.9191455,0.0001575555,0.0005972796,0.0002306112,0.0004613445,0.003455108,0.005520821],"genre_scores_gemma":[0.5985848,0.00207073,0.3915335,0.0001649165,0.0003771953,0.0003299993,0.0004693144,0.0002514691,0.006218076],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002294174,"threshold_uncertainty_score":0.007011235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085943836","doi":"10.1109/tia.2015.2431639","title":"DC Arc Flash Studies for Solar Photovoltaic Systems: Challenges and Recommendations","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Datasheet; Photovoltaic system; Reliability engineering; Hazard; Automotive engineering; Arc flash; Electrical engineering; Power (physics); Solar energy; Computer science; Engineering; Voltage","authors":[{"name":"Kathryn Klement","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08987251731972115,"gpt":0.3103621661061322,"spread":0.220489648786411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007666945,0.001631399,0.001509791,0.001985194,0.0009722688,0.003108041,0.0043095,0.006232115,0.007017462],"category_scores_gemma":[0.01246069,0.0005202108,0.001165856,0.001572444,0.001005998,0.006883914,0.001935754,0.00354636,0.003145012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650391,"about_ca_system_score_gemma":0.008703995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673736,"about_ca_topic_score_gemma":0.0297792,"domain_scores_codex":[0.9973254,0.0006718698,0.0003715669,0.0001952983,0.001248219,0.0001876555],"domain_scores_gemma":[0.9751813,0.00531319,0.001171906,0.001038325,0.01548973,0.001805571],"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":[0.0002866174,0.001127896,0.007786288,0.0154737,0.0001709202,0.001252885,0.0006163477,0.01817615,0.01135622,0.01397072,0.2307676,0.6990147],"study_design_scores_gemma":[0.0002149574,0.001353589,0.01226083,0.02338306,0.0003675565,0.001331054,0.007275072,0.02485869,0.00625921,0.06225594,0.8600886,0.0003514635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01136613,0.4919888,0.05481885,0.388065,0.01379205,0.001474964,0.002002158,0.00150199,0.03498999],"genre_scores_gemma":[0.06733634,0.6823996,0.17733,0.02554816,0.009140611,0.001172767,0.001616644,0.0002286298,0.03522723],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01673736,"threshold_uncertainty_score":0.04054719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285162549","doi":"10.1109/tia.2022.3186290","title":"The Analysis, Modeling, and Capabilities of Grounding System Designs","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ground; Earthing system; Overvoltage; Electric power system; Engineering; Electrical impedance; Limit (mathematics); Systems design; Reliability engineering; Power (physics); Electrical engineering; Systems engineering; Voltage","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"D. Jewett","is_ca":true},{"name":"Sergio Panetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01993977094048466,"gpt":0.2378733517219305,"spread":0.2179335807814459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008846649,0.0009466137,0.0005492281,0.001166237,0.0002880168,0.001515985,0.001112377,0.000880108,0.001554428],"category_scores_gemma":[0.002763832,0.0005142463,0.0006793601,0.001110863,0.0006397198,0.00218696,0.0004994106,0.0007406013,0.0005755084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480982,"about_ca_system_score_gemma":0.0005931853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122976,"about_ca_topic_score_gemma":0.0005744091,"domain_scores_codex":[0.9987766,0.000312069,0.00009266686,0.0001965205,0.0005455135,0.00007659038],"domain_scores_gemma":[0.9987728,0.0005073178,0.0002240722,0.0001961548,0.0002834475,0.00001616374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008430328,0.00004863198,0.002885244,0.001546319,0.00009819424,0.0002841404,0.0002352008,0.7468822,0.0238544,0.05150537,0.001649325,0.1709267],"study_design_scores_gemma":[0.00004016563,0.0004326444,0.002213416,0.0003925187,0.0001724338,0.0009435064,0.0001306853,0.8849965,0.03084855,0.03234713,0.04741042,0.00007198263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05414563,0.01055602,0.9049301,0.000423103,0.0001252742,0.0001504274,0.0003461406,0.000918264,0.02840503],"genre_scores_gemma":[0.8502516,0.01491297,0.1273447,0.0001020784,0.000141413,0.0002023419,0.000524791,0.0002064426,0.006313612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001554428,"threshold_uncertainty_score":0.006153405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313590866","doi":"10.1109/tia.2022.3233560","title":"Experimental Assessment of Ground Fault Protection in Frequency-Selective Grounded Systems Fed by a Single Transformer","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Advanced Technology Research Council","keywords":"Ground; Transformer; Engineering; Residual-current device; Earthing system; Electrical engineering; Electrical impedance; Fault (geology); Electronic engineering; Voltage; Circuit breaker; Seismology","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"E. Ozkop","is_ca":false},{"name":"Marcelo E. Valdes","is_ca":false},{"name":"Ahmet Yüksel","is_ca":false},{"name":"D. Jewett","is_ca":true},{"name":"Ahmed Al‐Durra","is_ca":false},{"name":"Julian Meng","is_ca":true},{"name":"Sergio Panetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02635649846401831,"gpt":0.2833034811123082,"spread":0.2569469826482899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047794,0.0006296413,0.000456912,0.0004640805,0.0002696894,0.0002892827,0.0006589916,0.0006954134,0.002872263],"category_scores_gemma":[0.001118441,0.0001508327,0.0002342426,0.0002917793,0.0004547091,0.0005652811,0.0004525017,0.0003927242,0.0003600591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092237,"about_ca_system_score_gemma":0.0001300353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167294,"about_ca_topic_score_gemma":0.0003154802,"domain_scores_codex":[0.9995601,0.00006702758,0.00003673001,0.0001032382,0.0001402219,0.00009271027],"domain_scores_gemma":[0.999014,0.0003298153,0.00016952,0.0002072685,0.0001987132,0.00008065654],"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":[0.002467723,0.0005879682,0.002963969,0.0006141627,0.00006547241,0.0005690347,0.0004578173,0.01747407,0.9504212,0.0005626245,0.0003868304,0.02342906],"study_design_scores_gemma":[0.0001896433,0.01111853,0.009406659,0.00005633036,0.0001120575,0.0005050709,0.0003084832,0.04010357,0.936156,0.0006105999,0.001403118,0.00002993978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889477,0.0001294633,0.009484634,0.00003176817,0.00004326007,0.00004429178,0.0002047773,0.0001915884,0.0009225318],"genre_scores_gemma":[0.9982765,0.00006424681,0.001233852,0.0000081761,0.000005766633,0.00001257549,0.00007034355,0.00001139534,0.0003172488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872263,"threshold_uncertainty_score":0.009608686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313413131","doi":"10.1109/tia.2022.3233558","title":"Testing Ground Fault Protection of Generating Units With Frequency-Selective Grounding","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ground; Residual-current device; Electrical impedance; Fault (geology); Engineering; Earthing system; High impedance; Electrical engineering; Generator (circuit theory); Electronic engineering; Physics; Power (physics); Circuit breaker","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"Razzaqul Ahshan","is_ca":false},{"name":"Marcelo E. Valdes","is_ca":false},{"name":"D. Jewett","is_ca":true},{"name":"Claudio S. Mardegan","is_ca":false},{"name":"Julian Meng","is_ca":false},{"name":"Sergio Panetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04446880977811332,"gpt":0.2528908257905935,"spread":0.2084220160124802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004165672,0.000791971,0.0005535371,0.0003975351,0.0002341258,0.0002451434,0.0007633778,0.00073751,0.001899438],"category_scores_gemma":[0.002064763,0.0002022735,0.0002281879,0.0002140128,0.0004925156,0.0006203963,0.0005856206,0.0004299541,0.0003065518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244249,"about_ca_system_score_gemma":0.0001591407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361609,"about_ca_topic_score_gemma":0.0003559137,"domain_scores_codex":[0.9993116,0.0001815938,0.00005231183,0.0001401778,0.0001733944,0.0001409161],"domain_scores_gemma":[0.9983709,0.0007294039,0.0002069987,0.0003358577,0.0002300015,0.0001268524],"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":[0.002256764,0.0005329252,0.003868311,0.0004546097,0.00008607487,0.0004933091,0.0003687989,0.02668964,0.9391125,0.0002950736,0.0001975794,0.02564424],"study_design_scores_gemma":[0.0002591024,0.02488372,0.01807715,0.00005662984,0.0001390841,0.0005574127,0.0004427586,0.04789302,0.9057921,0.0005647652,0.001294352,0.00003992387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958461,0.00007218298,0.003560428,0.00002081806,0.00001737327,0.00003320798,0.00003738962,0.00008046283,0.0003320386],"genre_scores_gemma":[0.9991869,0.00003263691,0.0005996816,0.000008630742,0.000002537065,0.000009118645,0.00002033212,0.000006560414,0.0001336819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899438,"threshold_uncertainty_score":0.006354272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1630350327","doi":"10.1109/tia.2015.2483698","title":"Extracting the Phase of Fault Currents: A New Approach for Identifying Arc Flash Faults","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Fault (geology); Flash (photography); Arc-fault circuit interrupter; Arc flash; Transient (computer programming); Computer science; Filter (signal processing); Fault indicator; Electronic engineering; Electric arc; Reliability (semiconductor); Finite impulse response; Fault detection and isolation; Engineering; Control theory (sociology); Power (physics); Voltage; Electrical engineering; Artificial intelligence; Short circuit","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"A. S. Aljankawey","is_ca":true},{"name":"Rachid Errouissi","is_ca":true},{"name":"Eduardo Castillo-Guerra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1149610811695516,"gpt":0.3573876419953184,"spread":0.2424265608257668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052484,0.0006333222,0.0004600021,0.002047662,0.0002128965,0.0005849701,0.0004897901,0.0004892435,0.001327964],"category_scores_gemma":[0.0007077695,0.0002387847,0.0003269512,0.0008588093,0.0003282962,0.001286678,0.0003737051,0.0004788809,0.0006527711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431598,"about_ca_system_score_gemma":0.0002600314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003732834,"about_ca_topic_score_gemma":0.0005295047,"domain_scores_codex":[0.9997115,0.00003138228,0.00002390655,0.00007240755,0.0001376083,0.00002309592],"domain_scores_gemma":[0.9996885,0.00008005358,0.00006334269,0.00004539029,0.0001065805,0.00001618666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002290408,0.00008795767,0.003331039,0.000258729,0.000056767,0.0002821087,0.000177592,0.01265053,0.2516251,0.00568791,0.001111116,0.7245021],"study_design_scores_gemma":[0.0001164505,0.0007696381,0.01263308,0.0001084703,0.0002142759,0.003838782,0.0003508038,0.6018691,0.3329138,0.01462158,0.03243054,0.0001334336],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0143934,0.0003011898,0.9832656,0.00004936927,0.00004106756,0.00004617993,0.00005518723,0.0005474333,0.001300507],"genre_scores_gemma":[0.3226375,0.0008017374,0.6732047,0.0001203621,0.0001215872,0.0000888303,0.0002125416,0.00009837083,0.00271439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002047662,"threshold_uncertainty_score":0.004442453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570103515","doi":"10.1109/tia.2009.2027181","title":"Architecture Impact on Integrity of Electrical Installations: Cut&amp;Tie Rule, Ring Configuration, Floating Node","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jacobs (Canada)","funders":"","keywords":"Node (physics); Architecture; Reliability engineering; Computer science; Power (physics); Electric power system; Service (business); Component (thermodynamics); Set (abstract data type); Embedded system; Engineering; Programming language","authors":[{"name":"Giuseppe Parise","is_ca":false},{"name":"E. Hesla","is_ca":false},{"name":"Rasheek Rifaat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01823388583124728,"gpt":0.2842049330406107,"spread":0.2659710472093634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552133,0.0004588766,0.000295234,0.0007867552,0.0006965894,0.001554559,0.0009569902,0.0008191656,0.004863105],"category_scores_gemma":[0.01106958,0.0002322369,0.0002982489,0.0005330372,0.001282023,0.00196627,0.0009361575,0.0007882921,0.000887153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833538,"about_ca_system_score_gemma":0.0005583533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109607,"about_ca_topic_score_gemma":0.002201889,"domain_scores_codex":[0.9977768,0.0005343977,0.0001152572,0.000335223,0.0009765812,0.0002618008],"domain_scores_gemma":[0.9921287,0.003016466,0.001056398,0.001591339,0.002017791,0.0001893004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002820467,0.0003127694,0.04248978,0.0003839751,0.0001450818,0.002286528,0.0008840979,0.4795218,0.1467182,0.08446956,0.00365034,0.2363174],"study_design_scores_gemma":[0.0002498682,0.0048541,0.05848987,0.0001808218,0.000538968,0.006710518,0.001373832,0.4821886,0.3664144,0.04812321,0.03060374,0.0002720047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914793,0.0004152583,0.149828,0.0004122177,0.0001007692,0.00009385002,0.0001358558,0.00117469,0.05635999],"genre_scores_gemma":[0.9861113,0.00008019121,0.01098953,0.0000280626,0.00001275224,0.00001360146,0.00008763898,0.00008728914,0.002589701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004863105,"threshold_uncertainty_score":0.01626873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381328457","doi":"10.1109/tia.2023.3287477","title":"On the Assessment of Sampling Rate Impacts on Responses of Digital Protective Relays","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Protective relay; Digital protective relay; Computer science; Sampling (signal processing); Reliability (semiconductor); Electronic engineering; Relay; Electric power system; Interoperability; Reliability engineering; Engineering; Real-time computing; Power (physics); Telecommunications","authors":[{"name":"S. A. Saleh","is_ca":false},{"name":"E. Ozkop","is_ca":false},{"name":"Ahmed Al‐Durra","is_ca":false},{"name":"Theodore Hill","is_ca":false},{"name":"Julian Meng","is_ca":true},{"name":"Marcelo E. Valdes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04080799332863594,"gpt":0.3151306006231567,"spread":0.2743226072945207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001938641,0.0007724039,0.0004203442,0.0008072212,0.0002801049,0.0006350012,0.0005325127,0.0006753381,0.001362755],"category_scores_gemma":[0.01496661,0.000213325,0.0003488797,0.0005181723,0.0004800691,0.0009843123,0.0003735228,0.0004973635,0.0004372125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137026,"about_ca_system_score_gemma":0.0002044576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007705986,"about_ca_topic_score_gemma":0.0005355937,"domain_scores_codex":[0.997969,0.0004116596,0.0002307134,0.0002511296,0.0009752553,0.0001622293],"domain_scores_gemma":[0.9873835,0.007510335,0.001441539,0.001101947,0.002407125,0.000155528],"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":[0.007427896,0.0005191029,0.04692187,0.001166852,0.0001859345,0.001763662,0.001252257,0.04772701,0.6968458,0.0009488028,0.0006936938,0.1945472],"study_design_scores_gemma":[0.00009028579,0.007915881,0.08543777,0.0001228427,0.000330235,0.002122028,0.0006783606,0.06607226,0.8331571,0.000568677,0.003389898,0.0001146456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960584,0.001070344,0.03514775,0.0001365313,0.000123168,0.0001087652,0.0001424403,0.0003746154,0.002312289],"genre_scores_gemma":[0.9959317,0.000304536,0.003190431,0.00003531478,0.00001659477,0.00002087741,0.00007807201,0.00003969044,0.0003827582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001938641,"threshold_uncertainty_score":0.01025265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342952401","doi":"10.1109/tia.2016.2515991","title":"Phase-Based Digital Protection for Arc Flash Faults","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of New Brunswick","funders":"","keywords":"Flash (photography); Fault (geology); Digital filter; Filter (signal processing); Computer science; Arc (geometry); Electronic engineering; Engineering; Electrical engineering","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"A. S. Aljankawey","is_ca":true},{"name":"Rachid Errouissi","is_ca":false},{"name":"M.A. Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02305160361001382,"gpt":0.2642564193144655,"spread":0.2412048157044517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713829,0.000336944,0.0002205122,0.0004236382,0.0001582742,0.000352359,0.0005727485,0.0003180086,0.004493339],"category_scores_gemma":[0.000656958,0.0001078778,0.0001100355,0.00023951,0.000202238,0.0004534376,0.0002210525,0.000212705,0.0006405202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362971,"about_ca_system_score_gemma":0.0001447861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003126033,"about_ca_topic_score_gemma":0.0003280384,"domain_scores_codex":[0.9997829,0.00002794817,0.00001525635,0.00004886153,0.00009974266,0.00002531489],"domain_scores_gemma":[0.9996781,0.00009230382,0.00006307277,0.00008254973,0.00006946738,0.00001452975],"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":[0.001139554,0.0001764898,0.001978821,0.000511596,0.00004570161,0.0002025545,0.0001480456,0.008799847,0.7276167,0.001655201,0.001293959,0.2564315],"study_design_scores_gemma":[0.0001699252,0.001664056,0.00698599,0.00004256966,0.00008901969,0.001265454,0.00004551739,0.06473649,0.9106933,0.001017921,0.01326433,0.00002549136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5325384,0.001070363,0.4478423,0.0001665242,0.0002020334,0.0002051577,0.0003204607,0.00743821,0.01021648],"genre_scores_gemma":[0.9841846,0.0001074421,0.01418785,0.0000555876,0.00001630712,0.00001770663,0.0000700739,0.00003604942,0.001324326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004493339,"threshold_uncertainty_score":0.0150317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056300004","doi":"10.1109/aim.2012.6266004","title":"Intermittent wiring fault detection and diagnosis for SSPC based aircraft power distribution system","year":2012,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fault (geology); Power (physics); Fault indicator; Computer science; Fault detection and isolation; Engineering; Reliability engineering; Electronic engineering; Electrical engineering; Geology","authors":[{"name":"Anil Yaramasu","is_ca":true},{"name":"Yi Cao","is_ca":true},{"name":"Guangjun Liu","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008071865971833892,"gpt":0.2143708768729091,"spread":0.2062990109010752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001563041,0.0002978457,0.0002423916,0.0006207213,0.0002597666,0.0002747332,0.0003195309,0.00041834,0.000644225],"category_scores_gemma":[0.000727264,0.0001410724,0.0001324905,0.0002742752,0.0002032765,0.000306853,0.0002160662,0.0002736898,0.0001079762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983748,"about_ca_system_score_gemma":0.0003916583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650724,"about_ca_topic_score_gemma":0.005918409,"domain_scores_codex":[0.9998709,0.00003060429,0.000005969285,0.00002468014,0.00005437416,0.00001347106],"domain_scores_gemma":[0.9996579,0.0001384004,0.00007954847,0.00003385145,0.00007378919,0.00001648217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002823529,0.000124247,0.008891019,0.0001287232,0.00003434442,0.0002953146,0.0001789642,0.6744318,0.03541949,0.002806253,0.001053403,0.2763541],"study_design_scores_gemma":[0.000003969193,0.00002725764,0.0006351252,0.000002332176,0.000003492713,0.00003082534,0.000007233944,0.9976978,0.001176528,0.000318629,0.00009473274,0.000002211815],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2922036,0.0001945202,0.703932,0.0001506048,0.0000193219,0.00005072974,0.00007719937,0.001166428,0.002205612],"genre_scores_gemma":[0.9772031,0.00003970811,0.02234217,0.000009520627,0.000003835238,0.00001531925,0.00002958067,0.000006736992,0.0003499735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006650724,"threshold_uncertainty_score":0.01322401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254485379","doi":"10.1109/icps.2015.7266437","title":"Extracting the phase of fault currents: A new approach for identifying arc flash faults","year":2015,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Flash (photography); Fault (geology); Computer science; Arc-fault circuit interrupter; Reliability (semiconductor); Transient (computer programming); Finite impulse response; Waveform; Filter (signal processing); Electronic engineering; Power (physics); Control theory (sociology); Engineering; Voltage; Algorithm; Electrical engineering; Artificial intelligence; Short circuit","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"A. S. Aljankawey","is_ca":true},{"name":"Rachid Errouissi","is_ca":true},{"name":"E. Castillo-Guerra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1265885329494034,"gpt":0.3593864040472527,"spread":0.2327978710978493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000202855,0.0006175428,0.0004512623,0.002089523,0.0002112691,0.0005816907,0.000471477,0.0004793557,0.001399744],"category_scores_gemma":[0.0006758383,0.000232314,0.0003271776,0.000869044,0.0003250479,0.001264066,0.0003628335,0.0004655931,0.0006724098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460704,"about_ca_system_score_gemma":0.0002611794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003915043,"about_ca_topic_score_gemma":0.0005604986,"domain_scores_codex":[0.9997128,0.00003118157,0.00002363897,0.00007321074,0.000136112,0.00002313065],"domain_scores_gemma":[0.9996977,0.0000778889,0.00006104283,0.00004336899,0.0001041137,0.00001588824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002164988,0.00008457921,0.003215437,0.0002557525,0.00005562505,0.00027019,0.0001735761,0.01179488,0.2459478,0.00561143,0.001095558,0.7312787],"study_design_scores_gemma":[0.0001135819,0.0007883837,0.01369753,0.0001134419,0.0002243579,0.003991815,0.0003782742,0.5905373,0.3392939,0.01481879,0.03590506,0.0001375032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01373715,0.0002964757,0.9839045,0.00004797874,0.00004050655,0.00004508227,0.00005520898,0.0005486929,0.001324472],"genre_scores_gemma":[0.3097362,0.0007933759,0.6859945,0.0001163937,0.0001206765,0.00008685023,0.0002156039,0.00009919194,0.002837348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002089523,"threshold_uncertainty_score":0.00468266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136263197","doi":"10.1109/ccece.2006.277760","title":"TDR and FDR Identification of Bad Splices in Telephone Cables","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Safe Engineering Services & Technologies (Canada); STMicroelectronics (Canada); University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Digital subscriber line; Classification of discontinuities; Electrical impedance; Electrical engineering; Electric power transmission; Reflection (computer programming); Transmission line; Computer science; Discontinuity (linguistics); Electronic engineering; Engineering; Acoustics; Telecommunications; Physics; Mathematics","authors":[{"name":"D.E. Dodds","is_ca":true},{"name":"Muhammad Shafique","is_ca":true},{"name":"B. Celaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002588439040193047,"gpt":0.1864468420062746,"spread":0.1838584029660816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008740874,0.0004878202,0.0003264181,0.002354671,0.0002274169,0.0006555239,0.0004487896,0.000937399,0.001393244],"category_scores_gemma":[0.003273398,0.0001630105,0.0002674935,0.0009517768,0.0003775254,0.0007331186,0.0004800178,0.0003815597,0.001239877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882492,"about_ca_system_score_gemma":0.0001691704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029385,"about_ca_topic_score_gemma":0.001604852,"domain_scores_codex":[0.9987646,0.0001764509,0.00009871332,0.0002693641,0.0005184263,0.0001725059],"domain_scores_gemma":[0.9975724,0.0004666522,0.0006780702,0.0002047116,0.000957467,0.000120813],"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":[0.001254816,0.0002115582,0.3681009,0.0004533037,0.00005998764,0.004532573,0.001386743,0.005417807,0.4106649,0.001693167,0.0023689,0.2038554],"study_design_scores_gemma":[0.00005193394,0.001908189,0.6437571,0.000170684,0.000158055,0.02038172,0.00526357,0.06821362,0.2473947,0.0015348,0.01101367,0.0001519595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353645,0.0005910129,0.05743985,0.00008940984,0.0001095899,0.00006796806,0.0003710088,0.0007142735,0.005252275],"genre_scores_gemma":[0.9668981,0.0003198552,0.03086273,0.0000513148,0.00004023464,0.0000222321,0.00038254,0.00006583266,0.001357213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002354671,"threshold_uncertainty_score":0.004660904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237712991","doi":"10.1109/tia.2016.2563405","title":"Considerations in Applying IEEE Recommended Practice for Protection Coordination in Industrial and Commercial Power Systems—Part I","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jacobs (Canada)","funders":"","keywords":"Overcurrent; Relay; Electric power system; Power-system protection; Reliability engineering; Engineering; Voltage; Coordination game; Computer science; Electrical engineering; Power (physics)","authors":[{"name":"Claudio S. Mardegan","is_ca":false},{"name":"Rasheek Rifaat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04838386581279192,"gpt":0.2804805356558212,"spread":0.2320966698430293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03724917,0.0008197731,0.0007650527,0.00297139,0.002678773,0.00755275,0.004451815,0.004507909,0.004271723],"category_scores_gemma":[0.1010023,0.0007448923,0.000512287,0.003340898,0.003149543,0.005569368,0.001903858,0.004602319,0.002444983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00405567,"about_ca_system_score_gemma":0.008942699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008754008,"about_ca_topic_score_gemma":0.01356722,"domain_scores_codex":[0.9423292,0.02840561,0.006767344,0.001955933,0.01943358,0.001108274],"domain_scores_gemma":[0.8843009,0.03940487,0.004914019,0.0133108,0.05703042,0.001038947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001495697,0.0002909203,0.005863487,0.00112713,0.00004869135,0.0004186548,0.003210721,0.01815882,0.004457772,0.5107996,0.1267604,0.3287142],"study_design_scores_gemma":[0.00009304212,0.0008192949,0.006667395,0.002980538,0.00007544301,0.001690786,0.004970604,0.0329858,0.007657737,0.1850399,0.756752,0.0002674837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01419284,0.008648766,0.7401257,0.03660407,0.006302249,0.0009176051,0.0004588642,0.002587907,0.1901619],"genre_scores_gemma":[0.2443035,0.00683154,0.70878,0.007326653,0.002362583,0.002161178,0.0006387971,0.0006395639,0.02695627],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03724917,"threshold_uncertainty_score":0.1969948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1922556079","doi":"10.4271/2008-01-2870","title":"A Survey on Arc Fault Detection and Wire Fault Location for Aircraft Wiring Systems","year":2008,"lang":"en","type":"article","venue":"SAE International Journal of Aerospace","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Arc (geometry); Fault (geology); Arc-fault circuit interrupter; Fault detection and isolation; Computer science; Engineering; Aeronautics; Automotive engineering; Aerospace engineering; Electrical engineering; Seismology; Geology; Mechanical engineering; Voltage; Short circuit","authors":[{"name":"Guangjun Liu","is_ca":true},{"name":"Yin Ni Cao","is_ca":true},{"name":"Yugang Liu","is_ca":true},{"name":"Zhenning Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01841692485072569,"gpt":0.255249315205307,"spread":0.2368323903545813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321227,0.001213046,0.001093356,0.00486982,0.0004099712,0.001181917,0.001450455,0.001141384,0.004285385],"category_scores_gemma":[0.001961653,0.0005302841,0.0009430323,0.005895681,0.0003618312,0.002271843,0.0006643144,0.0006142904,0.002341904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005243084,"about_ca_system_score_gemma":0.0008651723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090044,"about_ca_topic_score_gemma":0.002026652,"domain_scores_codex":[0.9988129,0.0001778085,0.0001457292,0.0002873719,0.0005152096,0.0000609952],"domain_scores_gemma":[0.9982572,0.0006663061,0.0001699432,0.0001139817,0.0007458209,0.00004675543],"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":[0.00005296716,0.00004967516,0.001788596,0.004798397,0.00005432536,0.0001360455,0.00009715541,0.004006608,0.004115573,0.002531412,0.01237957,0.9699897],"study_design_scores_gemma":[0.00003516149,0.0006885997,0.01250473,0.0038352,0.0004833385,0.003414524,0.0006824554,0.05036301,0.02480609,0.008752635,0.8942205,0.0002138036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01299224,0.6594632,0.293104,0.001224898,0.001319029,0.0002212056,0.0007425119,0.001425787,0.02950711],"genre_scores_gemma":[0.1046726,0.7335671,0.1342504,0.001040871,0.001842581,0.0001749126,0.002654909,0.0002162083,0.02158051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00486982,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385656495","doi":"10.1109/tia.2023.3303281","title":"Phaselet-Based Arc Flash Relay Against Low Voltage Side Arcing Current Faults in MV-LV Power Transformers","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Electrical engineering; Voltage; Relay; Electronic engineering; Low voltage; Engineering; Computer science; Power (physics); Physics","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"Marcelo E. Valdes","is_ca":false},{"name":"Peter E. Sutherland","is_ca":false},{"name":"Mohammed A. Haj-ahmed","is_ca":false},{"name":"E. W. Zundel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01369698631909162,"gpt":0.2597295501878322,"spread":0.2460325638687406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531137,0.0003810323,0.0003741322,0.0003929139,0.0001665789,0.0004201541,0.00049105,0.0004054679,0.000786735],"category_scores_gemma":[0.0005650516,0.0001197981,0.0001897458,0.0001677476,0.0001912262,0.0005743908,0.0001878834,0.0002356664,0.0002809852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485581,"about_ca_system_score_gemma":0.0001356321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003792027,"about_ca_topic_score_gemma":0.0003469295,"domain_scores_codex":[0.9997796,0.00004455413,0.00001670848,0.0000429771,0.00009944012,0.00001674805],"domain_scores_gemma":[0.9996364,0.00008514863,0.0001143054,0.00004201381,0.0001057399,0.00001644528],"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":[0.00156448,0.0001928272,0.002567475,0.0003865976,0.00007288332,0.0006255203,0.0003236566,0.03066713,0.7330038,0.001759059,0.001412521,0.2274241],"study_design_scores_gemma":[0.00008058718,0.002168077,0.007135415,0.00005119897,0.0001247634,0.001509429,0.0001301649,0.4143244,0.5689566,0.0009737206,0.004509559,0.00003612081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4901262,0.0005619696,0.5027109,0.0001654526,0.00007936632,0.0001012947,0.00008628864,0.00267173,0.003496909],"genre_scores_gemma":[0.9813126,0.00009596734,0.01767696,0.00002760832,0.000008022283,0.000009096985,0.0000347512,0.00001537892,0.0008194728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.000786735,"threshold_uncertainty_score":0.002631843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088576342","doi":"10.1109/tpwrd.2007.905566","title":"Evaluation of LV and MV Arc Parameters","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Arc (geometry); Computation; Electric arc; Voltage; Electrical engineering; Arc-fault circuit interrupter; Fault (geology); Circuit breaker; Electronic engineering; Computer science; Engineering; Reliability engineering; Algorithm; Mechanical engineering; Physics; Electrode; Short circuit","authors":[{"name":"A. Gaudreau","is_ca":true},{"name":"Bohdan Koch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02934169906973367,"gpt":0.2336339807143289,"spread":0.2042922816445953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006155793,0.0005719605,0.0005537564,0.002154813,0.0002060811,0.0007882433,0.000371338,0.0004650902,0.003018602],"category_scores_gemma":[0.003303682,0.0001275516,0.0002217187,0.001354079,0.0002627541,0.001283599,0.0004397484,0.0003366921,0.0007810445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005623204,"about_ca_system_score_gemma":0.0002235203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007367851,"about_ca_topic_score_gemma":0.0007527819,"domain_scores_codex":[0.9992224,0.0001545385,0.00005633047,0.0001147724,0.0004132472,0.00003875394],"domain_scores_gemma":[0.9980703,0.0007501984,0.00028575,0.0002258908,0.0006056463,0.00006219817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001319134,0.0001396321,0.04528178,0.0008081831,0.0001293548,0.0003232576,0.0005750509,0.1666051,0.1539649,0.007397607,0.002403287,0.6210527],"study_design_scores_gemma":[0.00006509011,0.001055085,0.06670406,0.0001259128,0.0001535355,0.001362565,0.0005844595,0.5244683,0.3818233,0.005135857,0.01839514,0.0001266511],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4308651,0.001712472,0.5400873,0.00009923507,0.0000557115,0.0001890891,0.001384049,0.002897699,0.0227094],"genre_scores_gemma":[0.9796689,0.0002627817,0.01779923,0.00001002892,0.00001064282,0.00003084938,0.0003855825,0.0001525891,0.001679424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003018602,"threshold_uncertainty_score":0.01009816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012190034","doi":"10.1109/repe48501.2019.9025151","title":"Smart Residual Current Circuit Breaker with Overcurrent protection","year":2019,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Overcurrent; Circuit breaker; Residual-current device; Microcontroller; Electrical engineering; Electrical shock; Fuse (electrical); Electric shock; Current (fluid); Residual; Flexibility (engineering); Engineering; Current limiting; Distribution board; Computer science","authors":[{"name":"Hossein Mafi","is_ca":true},{"name":"Rami Yared","is_ca":true},{"name":"Layachi Bentabet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260056955287096,"gpt":0.2032122111823388,"spread":0.1906116416294679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000158505,0.0004751671,0.0004564549,0.0004930006,0.000199807,0.0004751695,0.001170265,0.0005984962,0.006531568],"category_scores_gemma":[0.0004926569,0.0001806381,0.0003392072,0.0002722846,0.0002894877,0.0008556593,0.0004675453,0.0003966374,0.002335717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170664,"about_ca_system_score_gemma":0.0001962624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003325009,"about_ca_topic_score_gemma":0.0003211789,"domain_scores_codex":[0.9995691,0.0000380588,0.00003320231,0.0001223302,0.0001925129,0.00004468507],"domain_scores_gemma":[0.9995548,0.00006900048,0.0001166621,0.0001292269,0.00009802065,0.00003225124],"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":[0.0008187925,0.0001713091,0.0034016,0.001350966,0.00009869282,0.0008469326,0.0003713647,0.005303367,0.653344,0.007140825,0.007366782,0.3197854],"study_design_scores_gemma":[0.0003597033,0.003251132,0.01660077,0.0002306185,0.0003450758,0.009668772,0.0001350473,0.07811506,0.639673,0.003837144,0.2476083,0.0001754465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.160907,0.003543527,0.7854686,0.0005576452,0.0004937801,0.0004838464,0.0005902069,0.0198401,0.02811543],"genre_scores_gemma":[0.9184573,0.0007352711,0.06397982,0.0003274936,0.0001027454,0.0001054056,0.0002927389,0.0002607784,0.01573846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006531568,"threshold_uncertainty_score":0.02185029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940115145","doi":"10.1109/isplc.2019.8693385","title":"Fault Diagnostics with Legacy Power Line Modems","year":2019,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Precoding; Fault (geology); Broadband; Computer science; Power-line communication; MIMO; Noise (video); Channel (broadcasting); Line (geometry); Power (physics); Electronic engineering; Engineering; Telecommunications; Artificial intelligence","authors":[{"name":"Gautham Prasad","is_ca":true},{"name":"Yinjia Huo","is_ca":true},{"name":"Lutz Lampe","is_ca":true},{"name":"Anil Mengi","is_ca":false},{"name":"Victor C. M. Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004148080476381835,"gpt":0.1918633819920571,"spread":0.1877153015156753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364217,0.0007033984,0.0003053617,0.0004780486,0.0001830188,0.000372406,0.0005822986,0.0005954754,0.001825393],"category_scores_gemma":[0.001971744,0.00009622492,0.0001872362,0.0002613911,0.0003168737,0.0005825346,0.0004065894,0.0003359408,0.0002864026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389612,"about_ca_system_score_gemma":0.0003058827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646067,"about_ca_topic_score_gemma":0.002930595,"domain_scores_codex":[0.9997593,0.00005610173,0.00001134161,0.00005748288,0.00007329938,0.00004253756],"domain_scores_gemma":[0.999135,0.0003909488,0.0001018335,0.0001450431,0.0001845259,0.00004271427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007226643,0.0001644314,0.0135058,0.0001448375,0.00005734193,0.00053264,0.0001324243,0.8028877,0.01313976,0.001969471,0.001616395,0.1651265],"study_design_scores_gemma":[0.00003591472,0.0002661156,0.002314758,0.000009210635,0.00001191095,0.0001391414,0.00003209644,0.9840461,0.01139316,0.0009967176,0.0007449503,0.00001003379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7570574,0.0002518953,0.232693,0.0001818852,0.00007154875,0.0001355829,0.0004015798,0.004020667,0.005186518],"genre_scores_gemma":[0.9817643,0.00002687723,0.01730274,0.00003238626,0.000005813019,0.00001811262,0.0001023185,0.00001815981,0.0007293823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002646067,"threshold_uncertainty_score":0.006106555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097982798","doi":"10.1109/icpst.2002.1047544","title":"Effects of the changes in IEEE std. 80 on the design and analysis of power system grounding","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Ground; Earthing system; Reliability engineering; Electric power system; Power (physics); Computer science; Electrical engineering; Engineering","authors":[{"name":"Jianjun Ma","is_ca":true},{"name":"F. Dawalibi","is_ca":true},{"name":"Robert Southey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009525357333524737,"gpt":0.2020136222617059,"spread":0.1924882649281811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008524725,0.0008426548,0.0004002746,0.001328448,0.0009876977,0.002285174,0.001216004,0.002149216,0.003272878],"category_scores_gemma":[0.04618385,0.0006965462,0.0007892761,0.001874019,0.001117703,0.00153872,0.0009098527,0.002688432,0.001794059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004392622,"about_ca_system_score_gemma":0.00273695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332734,"about_ca_topic_score_gemma":0.01467607,"domain_scores_codex":[0.9804032,0.004055699,0.001862327,0.001417631,0.01130271,0.0009584334],"domain_scores_gemma":[0.9387345,0.02192419,0.007689747,0.005307553,0.02568635,0.0006577656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002193992,0.001648167,0.02196579,0.001344047,0.0002486043,0.001984521,0.00310073,0.1266052,0.05652876,0.05507163,0.1472839,0.5820247],"study_design_scores_gemma":[0.0005111334,0.003442606,0.06843308,0.001187279,0.0008713552,0.00412011,0.001935643,0.03730516,0.1349371,0.01819788,0.7284114,0.0006473825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5630225,0.009270011,0.1819945,0.03013205,0.01916719,0.001509687,0.004430136,0.007562499,0.1829115],"genre_scores_gemma":[0.8211397,0.005528476,0.08273,0.02041429,0.002651891,0.0005596461,0.004464039,0.002182104,0.0603298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332734,"threshold_uncertainty_score":0.04508364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1628734911","doi":"10.1109/ichqp.2000.897036","title":"Comparisons and comments on harmonic standards IEC 1000-3-6 and IEEE Std. 519","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Total harmonic distortion; Computer science; Reliability engineering; Electronic engineering; Harmonic; Voltage; Electrical engineering; Engineering; Systems engineering; Physics","authors":[{"name":"Wilsun Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02101489328766108,"gpt":0.2434107238559637,"spread":0.2223958305683026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017731,0.0006642409,0.000856229,0.002200107,0.004232275,0.004885299,0.002538673,0.009134363,0.01695475],"category_scores_gemma":[0.0494819,0.0003232722,0.000696456,0.00442093,0.002402387,0.003493855,0.001461326,0.009631542,0.008376702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005563336,"about_ca_system_score_gemma":0.005869277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912672,"about_ca_topic_score_gemma":0.01844268,"domain_scores_codex":[0.9860879,0.002204247,0.001534447,0.0006891046,0.008612358,0.0008720724],"domain_scores_gemma":[0.9500241,0.01748394,0.002544345,0.0012011,0.02784306,0.0009035668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278867,0.00003110803,0.0002867103,0.0003288624,0.000005335983,0.0005563784,0.001455235,0.000391749,0.001670676,0.04482278,0.9151726,0.03515056],"study_design_scores_gemma":[0.000006662131,0.0000532831,0.001075475,0.0004300011,0.000005820732,0.00007934073,0.001100275,0.0001196689,0.0004807144,0.004027728,0.9925977,0.00002334082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005584302,0.01450172,0.007796032,0.5299804,0.2339768,0.0002796047,0.001170873,0.0004943119,0.2062161],"genre_scores_gemma":[0.08016114,0.02326903,0.01223683,0.4547262,0.1152561,0.000509288,0.002398106,0.00139006,0.3100533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01912672,"threshold_uncertainty_score":0.0567193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017131631","doi":"10.1109/tia.2020.2987276","title":"Impact of Improper Installation, Maintenance and Servicing of Electrical Equipment in Forest Products Industries","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Production (economics); Schedule; Electrical equipment; Preventive maintenance; Plan (archaeology); Maintenance engineering; Business; Planned maintenance; Risk analysis (engineering); Operations management; Forensic engineering; Engineering; Computer science; Reliability engineering; Electrical engineering","authors":[{"name":"John Kay","is_ca":true},{"name":"Sidra Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01833193203053813,"gpt":0.248289499136417,"spread":0.2299575671058789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009227879,0.0001908496,0.0002551866,0.0009065311,0.001016103,0.0009282716,0.0003445725,0.0005224314,0.003648954],"category_scores_gemma":[0.003318817,0.0001088139,0.0003401181,0.001077199,0.0004370142,0.0005371709,0.000871916,0.0005060927,0.0004458215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122669,"about_ca_system_score_gemma":0.0009153159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03663681,"about_ca_topic_score_gemma":0.08044013,"domain_scores_codex":[0.9985103,0.000377747,0.00009946145,0.00009806381,0.0005710623,0.0003432308],"domain_scores_gemma":[0.9948547,0.001175024,0.001881261,0.0001488051,0.001443875,0.0004962929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003554848,0.0003369095,0.9560795,0.0001110538,0.00006366019,0.001244988,0.0006279597,0.004011868,0.003154319,0.0002937677,0.001118104,0.03260245],"study_design_scores_gemma":[0.000002214895,0.000198795,0.9944101,0.00004506747,0.00004239992,0.0003115182,0.002194598,0.0008710289,0.0006158095,0.0001438144,0.001155978,0.000008643353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957122,0.0004801868,0.0001498277,0.0002296339,0.00001654337,0.000008328911,0.0001694681,0.00001146044,0.003222397],"genre_scores_gemma":[0.9984643,0.0004591809,0.0001238218,0.00005070994,0.000009534251,0.000001785856,0.0001042049,0.000003510225,0.0007830028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03663681,"threshold_uncertainty_score":0.07284713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940189606","doi":"10.1109/isplc.2019.8693287","title":"Smart-Grid Monitoring: Enhanced Machine Learning for Cable Diagnostics","year":2019,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Preprocessor; Reuse; Grid; Task (project management); Smart grid; Software deployment; Power-line communication; Line (geometry); Power (physics); Real-time computing; Artificial intelligence; Engineering; Electrical engineering; Systems engineering","authors":[{"name":"Yinjia Huo","is_ca":true},{"name":"Gautham Prasad","is_ca":true},{"name":"Lutz Lampe","is_ca":true},{"name":"Cyril Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008126306323569555,"gpt":0.2217928395526903,"spread":0.2136665332291207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000540608,0.0005386806,0.0003426601,0.0004812559,0.0001217036,0.0003980193,0.0006499862,0.0004960839,0.001683248],"category_scores_gemma":[0.002227421,0.0001904128,0.0002672203,0.0004412704,0.0002267762,0.0008216861,0.0005045802,0.0007086925,0.0006113184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812996,"about_ca_system_score_gemma":0.0002842021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512982,"about_ca_topic_score_gemma":0.002520274,"domain_scores_codex":[0.9997454,0.00007957053,0.00001147135,0.00006626693,0.0000787232,0.00001853181],"domain_scores_gemma":[0.9992849,0.0004131074,0.00006937075,0.0001290082,0.00008518698,0.00001844592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002199039,0.000230602,0.004209252,0.00009478701,0.00005853709,0.0001073512,0.00007863666,0.3899879,0.01446472,0.004532177,0.004176951,0.5818391],"study_design_scores_gemma":[0.000003711009,0.00001648637,0.0003202515,0.000002096523,0.000002042538,0.00001152178,0.000002644574,0.9954377,0.00208947,0.001436525,0.0006751893,0.000002437651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02147504,0.0001738618,0.9717655,0.000193534,0.00001882861,0.00002843467,0.000137848,0.004908598,0.001298374],"genre_scores_gemma":[0.5533353,0.0002207702,0.4430219,0.0001870142,0.00006194053,0.00009545551,0.0005783031,0.0002322238,0.00226701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001683248,"threshold_uncertainty_score":0.00563097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573009337","doi":"10.1109/ccece.2015.7129320","title":"Impacts of distributed generation on the coordination of protective devices in distribution network","year":2015,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Distributed generation; Computer science; Short circuit; Turbine; Generator (circuit theory); Electrical engineering; Engineering; Power (physics); Voltage; Renewable energy; Mechanical engineering","authors":[{"name":"Paul Makanga Koumba","is_ca":true},{"name":"A. Chériti","is_ca":true},{"name":"Mamadou Lamine Doumbia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02302682174502046,"gpt":0.2426676081302881,"spread":0.2196407863852676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005610724,0.0003362197,0.0002717551,0.0003435735,0.0002467913,0.0004325117,0.0003242104,0.0003871717,0.0008914983],"category_scores_gemma":[0.002707366,0.000121883,0.000189782,0.0002686595,0.0004217508,0.0005049204,0.000289904,0.0002799845,0.0001009051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007204675,"about_ca_system_score_gemma":0.0002392371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002135301,"about_ca_topic_score_gemma":0.001405188,"domain_scores_codex":[0.9993284,0.0002467142,0.00002637421,0.00009724898,0.0001881331,0.000113282],"domain_scores_gemma":[0.9967013,0.001941337,0.0005972256,0.0002530059,0.0004476414,0.00005943531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001499232,0.0002279183,0.0292922,0.0002371467,0.00009767071,0.001814516,0.0003324881,0.8138576,0.09943524,0.002460295,0.0003911321,0.05035459],"study_design_scores_gemma":[0.0001470359,0.003678248,0.09624695,0.00006825918,0.0003706241,0.001718424,0.00102631,0.7396785,0.1502687,0.003549503,0.003191093,0.00005632921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504416,0.0003906238,0.04522115,0.00008768035,0.00001936926,0.00003693338,0.00004924194,0.0001969531,0.003556428],"genre_scores_gemma":[0.998854,0.00003975012,0.0009671589,0.000004153683,0.000002319704,0.000002398794,0.000008126864,0.000003418268,0.0001185889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135301,"threshold_uncertainty_score":0.005227387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325767414","doi":"10.1007/s11837-005-0254-3","title":"The kinetics and mechanism of molten copper oxidation by top blowing of oxygen","year":2005,"lang":"en","type":"article","venue":"JOM","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Copper; Oxygen; Chemistry; Mass transfer; Volumetric flow rate; Impurity; Kinetics; Refining (metallurgy); Partial pressure; Air separation; Inorganic chemistry; Thermodynamics; Chromatography; Organic chemistry; Physical chemistry","authors":[{"name":"T. Marin","is_ca":true},{"name":"T. Utigard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004687373537006615,"gpt":0.202910761928698,"spread":0.1982233883916914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338712,0.0003588652,0.0003210889,0.0003119471,0.0002803916,0.0004464441,0.0004733938,0.0005098571,0.001849846],"category_scores_gemma":[0.0006845258,0.0002420172,0.0002529127,0.0001560166,0.0004174974,0.0005985193,0.0001437497,0.000474991,0.0002697488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007126874,"about_ca_system_score_gemma":0.0001977693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003006643,"about_ca_topic_score_gemma":0.001656073,"domain_scores_codex":[0.9998721,0.000009988935,0.000003899201,0.00002479168,0.00004474873,0.00004445808],"domain_scores_gemma":[0.9997802,0.0001048568,0.0000428291,0.00001969397,0.00003413448,0.00001833059],"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":[0.001206081,0.0000754319,0.002259856,0.000353625,0.00003540051,0.0003040935,0.0003043833,0.003436714,0.9773183,0.001925263,0.000565359,0.01221543],"study_design_scores_gemma":[0.00002956618,0.0002579014,0.006311294,0.00001288543,0.00001577591,0.0001276788,0.0000893265,0.0173053,0.9740047,0.0003282159,0.001497456,0.00001979318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939511,0.0008962927,0.002527167,0.0001275518,0.00003963297,0.00002617717,0.0002101765,0.0001101778,0.002111856],"genre_scores_gemma":[0.9979396,0.0002296589,0.0003898344,0.00001427648,0.000008516309,0.000007139529,0.0001660447,0.00001029161,0.0012345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003006643,"threshold_uncertainty_score":0.006188393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2244485357","doi":"10.1109/tia.2015.2478391","title":"Arc Flash Hazard Reduction at Incoming Terminals of LV Equipment","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Overcurrent; Transformer; Electrical engineering; Notation; Reliability engineering; Computer science; Engineering; Voltage; Mathematics; Arithmetic","authors":[{"name":"Maurice D'Mello","is_ca":false},{"name":"Michael Noonan","is_ca":true},{"name":"Marcelo E. Valdes","is_ca":false},{"name":"Jairo Benavides","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03202733242964616,"gpt":0.2718488254722096,"spread":0.2398214930425634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873521,0.0004217126,0.0004017831,0.0005731625,0.000260376,0.0004986463,0.0005334952,0.0003550757,0.005672304],"category_scores_gemma":[0.0007219504,0.0001292061,0.0003000197,0.0002524393,0.0001238288,0.0004968972,0.0004778374,0.0004173414,0.0009640395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961279,"about_ca_system_score_gemma":0.0002208945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006318328,"about_ca_topic_score_gemma":0.0008453577,"domain_scores_codex":[0.9997965,0.00002518388,0.000007938324,0.00003135094,0.00009955926,0.00003947107],"domain_scores_gemma":[0.9995294,0.0001092861,0.00007211136,0.00006029033,0.0001960525,0.00003301109],"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":[0.0008884603,0.0002306955,0.01189307,0.000622576,0.000060189,0.0006137615,0.0004710282,0.03133878,0.5817174,0.001624768,0.004437809,0.3661015],"study_design_scores_gemma":[0.00005803726,0.001273228,0.02894097,0.00007298453,0.0001422523,0.000932693,0.00044212,0.0610548,0.8927001,0.001321079,0.01303435,0.0000274623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645967,0.001233158,0.2027142,0.0002230922,0.00008937487,0.0001888983,0.0003361034,0.003525652,0.0270929],"genre_scores_gemma":[0.9802156,0.0002995971,0.01299225,0.00003995375,0.00002219871,0.00002014313,0.0002715005,0.0001045433,0.006034133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005672304,"threshold_uncertainty_score":0.01897573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144575938","doi":"","title":"Proposed revisions to IEC 60079-15 how has harmonization affected Ex nA motors?","year":2009,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Hazardous waste; Electric motor; General motors; Induction motor; Petrochemical; Engineering; Automotive engineering; Waste management; Electrical engineering; Voltage","authors":[{"name":"Bharat Mistry","is_ca":true},{"name":"W. G. Lawrence","is_ca":false},{"name":"Evans Massey","is_ca":false},{"name":"P.S. Hamer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399460027890098,"gpt":0.2227833885761331,"spread":0.2087887882972321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03449245,0.0009371298,0.000861334,0.002190102,0.002574507,0.008912432,0.006963503,0.01199005,0.0109167],"category_scores_gemma":[0.08436882,0.0006628174,0.001916314,0.00216184,0.003211374,0.004487616,0.002479626,0.006418623,0.005925868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006739983,"about_ca_system_score_gemma":0.0177572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02890451,"about_ca_topic_score_gemma":0.01595924,"domain_scores_codex":[0.9586448,0.008846694,0.006452512,0.003300811,0.02040571,0.002349449],"domain_scores_gemma":[0.8985391,0.009721993,0.004316945,0.007991398,0.07784424,0.001586377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005322278,0.0006082283,0.01141699,0.001110474,0.000178389,0.002202492,0.004571594,0.008697662,0.009517981,0.1789047,0.6152234,0.1670359],"study_design_scores_gemma":[0.0001647666,0.0004838379,0.01412756,0.0008920268,0.0001451378,0.000638448,0.002139034,0.003031081,0.004412302,0.02316089,0.9505689,0.0002359477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09268134,0.005990881,0.1085371,0.2330418,0.05827147,0.005699902,0.007157104,0.007562173,0.4810582],"genre_scores_gemma":[0.4193929,0.003089265,0.1404375,0.1690578,0.008729773,0.003162323,0.01015266,0.002961279,0.2430165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03449245,"threshold_uncertainty_score":0.1824157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1934779262","doi":"10.1109/papcon.2006.1673785","title":"Testing and Certification of Medium Voltage Control Centers to Arc Resistant Standards","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Certification; Electrical equipment; Work (physics); Arc flash; Risk analysis (engineering); Engineering; Personal protective equipment; Control (management); Reliability engineering; Circuit breaker; Arc-fault circuit interrupter; Arc (geometry); Electric arc; Computer science; Electrical engineering; Voltage; Business; Mechanical engineering","authors":[{"name":"John Kay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008706545839583532,"gpt":0.2203755536906372,"spread":0.2116690078510537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743001,0.0002350697,0.0001680408,0.0006719489,0.0005281294,0.0007097397,0.001202144,0.0007905185,0.003255345],"category_scores_gemma":[0.008534226,0.0001519787,0.0001923999,0.0003128549,0.0004579873,0.0006761972,0.0005399169,0.0004927109,0.0005590487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000647868,"about_ca_system_score_gemma":0.0006225093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021521,"about_ca_topic_score_gemma":0.002328902,"domain_scores_codex":[0.9966613,0.000467383,0.0002001174,0.0003378923,0.002080429,0.0002530151],"domain_scores_gemma":[0.994005,0.001025362,0.000614937,0.0008928715,0.003217956,0.0002438664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008480732,0.001642333,0.1567131,0.0003754673,0.00004740659,0.0009314689,0.0043018,0.006630999,0.5763726,0.00523931,0.002931644,0.2439658],"study_design_scores_gemma":[0.0001228086,0.009301889,0.1547135,0.0001435201,0.00006352121,0.002046409,0.002737751,0.01987682,0.7826211,0.001551265,0.02671862,0.000102751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9641103,0.0000905252,0.02723784,0.0001588568,0.00004513073,0.0002619734,0.00008713049,0.0004466801,0.007561526],"genre_scores_gemma":[0.9856057,0.00004094553,0.01177195,0.00005068529,0.000005415213,0.00004195931,0.0001164641,0.00002793268,0.002338903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003255345,"threshold_uncertainty_score":0.01089019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482732863","doi":"10.1109/pcicon.2005.1524566","title":"IEC 60034-18-41: A New Draft Technical Specification for Qualification and Acceptance Tests of Inverter Duty Motor Insulation","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Polyphase system; Inverter; Stator; Insulation system; Electromagnetic coil; Engineering; Acceptance testing; Adjustable-speed drive; Reliability engineering; Automotive engineering; Electrical engineering; Computer science; Voltage","authors":[{"name":"Meredith K. W. Stranges","is_ca":true},{"name":"G.C. Stone","is_ca":false},{"name":"Dennis Bogh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201788251614428,"gpt":0.2596554543313035,"spread":0.2394766291698607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0124443,0.002083627,0.001667808,0.004259343,0.001437877,0.003592754,0.003844137,0.006606146,0.01046342],"category_scores_gemma":[0.01784342,0.001212602,0.001396966,0.002850763,0.001891411,0.003059464,0.001480726,0.003790089,0.02192145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664564,"about_ca_system_score_gemma":0.00779061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006091335,"about_ca_topic_score_gemma":0.005973924,"domain_scores_codex":[0.981415,0.003550956,0.00284954,0.0007519327,0.01045188,0.000980764],"domain_scores_gemma":[0.9780613,0.002946381,0.001281216,0.003464132,0.01370981,0.0005371458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005376162,0.001063549,0.002090558,0.001957229,0.00006267398,0.001040651,0.001408965,0.007342238,0.0551674,0.07451663,0.5138909,0.3409215],"study_design_scores_gemma":[0.000107482,0.0004235578,0.002066444,0.0004586001,0.0000479744,0.0007454386,0.0001641148,0.002363185,0.01312768,0.006053609,0.9743531,0.00008886979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02018555,0.006909151,0.603315,0.005731458,0.006558221,0.006841462,0.01420297,0.0135591,0.3226971],"genre_scores_gemma":[0.08559407,0.008958987,0.6364138,0.005320529,0.002446026,0.009250929,0.05151982,0.004612943,0.1958829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0124443,"threshold_uncertainty_score":0.06581253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1639021697","doi":"10.1109/pesgm.2015.7286585","title":"DC distribution systems for homes","year":2015,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","authors":[{"name":"Shreya Iyer","is_ca":true},{"name":"W.G. Dunford","is_ca":true},{"name":"Martin Ordonez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02028791655164321,"gpt":0.2385184134986455,"spread":0.2182304969470023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600417,0.0004660464,0.0002356839,0.0006865364,0.0007683904,0.001533285,0.0006504042,0.0007051414,0.07941493],"category_scores_gemma":[0.0005239679,0.0001458341,0.0001507503,0.001527707,0.0002492396,0.001430737,0.0007901381,0.0006450751,0.02423704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008095645,"about_ca_system_score_gemma":0.0005815169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795877,"about_ca_topic_score_gemma":0.002431969,"domain_scores_codex":[0.9997963,0.00002981288,0.000008879858,0.00004264723,0.00009804153,0.00002422056],"domain_scores_gemma":[0.9997535,0.00002447852,0.00001291538,0.00005829964,0.0001314759,0.00001935319],"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":[0.0001137034,0.00006552527,0.0005576201,0.0007395739,0.00001636038,0.0003438357,0.0001893344,0.003332364,0.01911408,0.09097203,0.2106205,0.6739349],"study_design_scores_gemma":[0.00001503824,0.00005173285,0.0004070427,0.0001070966,0.000008012162,0.0004387672,0.00009994313,0.002664201,0.005698836,0.0106511,0.9798465,0.00001166362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01778376,0.02863971,0.3193259,0.00670114,0.004623602,0.0006500545,0.003314023,0.01068003,0.6082817],"genre_scores_gemma":[0.3346683,0.02559303,0.105189,0.002311618,0.001173639,0.0003135122,0.003710173,0.001068351,0.5259724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07941493,"threshold_uncertainty_score":0.2656694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250941171","doi":"10.1109/tia.2016.2608787","title":"Arc Flash Pressure Measurement by the Physical Method, Effect of Metal Vapor on Arc Blast","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Arc (geometry); Switchgear; Arc flash; Vaporization; Electric arc; Nuclear engineering; Mechanics; Mechanical engineering; Engineering; Electrode; Electrical engineering; Chemistry; Thermodynamics; Physics","authors":[{"name":"Elihu Hoagland","is_ca":false},{"name":"Claude Maurice","is_ca":true},{"name":"A. B. Haines","is_ca":true},{"name":"Andre Maurice","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533183030875683,"gpt":0.2627845820876206,"spread":0.2474527517788637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006632367,0.0003799065,0.0003229764,0.0006163341,0.0003140203,0.0004779757,0.000676516,0.0006030771,0.001111248],"category_scores_gemma":[0.00217209,0.0002985604,0.0002877503,0.0007495872,0.0006254221,0.0006902855,0.0004511519,0.0005410273,0.0003881914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571297,"about_ca_system_score_gemma":0.0003048161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000978736,"about_ca_topic_score_gemma":0.00096456,"domain_scores_codex":[0.9983669,0.0002342894,0.00005910537,0.0002295465,0.001067528,0.00004259994],"domain_scores_gemma":[0.9989261,0.0006177586,0.0001333485,0.000124426,0.0001730545,0.00002532419],"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":[0.0002358652,0.00007771188,0.004691942,0.0008386738,0.00003115142,0.0001924147,0.0002511797,0.002689675,0.9244636,0.0005925951,0.0004244728,0.06551064],"study_design_scores_gemma":[0.00002538316,0.0009602706,0.0290681,0.00003634139,0.00004590225,0.0004541897,0.0001699011,0.01459983,0.9506318,0.0003282439,0.003635715,0.00004426729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7073159,0.01487582,0.2668795,0.00036541,0.0004255514,0.0002449086,0.0005893222,0.001313629,0.007989989],"genre_scores_gemma":[0.9542032,0.004087045,0.03895118,0.0001096133,0.00006827607,0.0001129448,0.000153783,0.00005228017,0.002261795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111248,"threshold_uncertainty_score":0.003717482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159485905","doi":"10.1109/ppic.2012.6293013","title":"Maximizing protection by minimizing arcing times in medium voltage systems","year":2012,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Tripping; Overcurrent; Circuit breaker; Electric arc; Electrical engineering; Arc-fault circuit interrupter; Upstream (networking); Computer science; Reliability engineering; Arc (geometry); Automotive engineering; Engineering; Voltage; Short circuit; Telecommunications; Mechanical engineering","authors":[{"name":"John Kay","is_ca":true},{"name":"Lauri Kumpulainen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201219263344205,"gpt":0.2066296764458409,"spread":0.1946174838123989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781925,0.0007138875,0.0004111849,0.0006940938,0.0003993088,0.001038863,0.000796881,0.0005072651,0.002696219],"category_scores_gemma":[0.001315403,0.0002118761,0.0001958832,0.0004809038,0.0003091749,0.001251912,0.0004723073,0.0004548342,0.0006220173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006908404,"about_ca_system_score_gemma":0.0003119138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004785428,"about_ca_topic_score_gemma":0.0006891159,"domain_scores_codex":[0.9997029,0.00004082491,0.00001686781,0.00006411235,0.0001145642,0.00006074233],"domain_scores_gemma":[0.9992902,0.0003033192,0.000178826,0.00006446194,0.0001137829,0.00004942308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006953846,0.0001860145,0.002887909,0.0006623541,0.00006628999,0.0003299865,0.0003754226,0.224795,0.4916281,0.02317391,0.00152123,0.2536783],"study_design_scores_gemma":[0.0001173499,0.002068279,0.004063502,0.0001458729,0.0001861206,0.001281829,0.0002529869,0.6190231,0.3111616,0.03984183,0.02178804,0.00006935161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3089887,0.002888984,0.6696507,0.0004347585,0.00008235241,0.0001133737,0.0001192914,0.001258868,0.01646291],"genre_scores_gemma":[0.9731783,0.000506366,0.02404545,0.00002770792,0.00003339142,0.0000267948,0.00003834593,0.00005914355,0.002084498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002696219,"threshold_uncertainty_score":0.009019732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164919241","doi":"10.1109/elinsl.2002.995915","title":"Use of low frequency harmonic components as a signature to detect arcing on HTV silicone rubber in salt-fog","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Signature (topology); Silicone rubber; Materials science; Electric arc; Harmonic; Harmonics; Acoustics; Composite material; Electrical engineering; Physics; Voltage; Engineering; Electrode; Mathematics","authors":[{"name":"Ayman El‐Hag","is_ca":true},{"name":"Shesha Jayaram","is_ca":true},{"name":"E.A. Cherney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973887153962538,"gpt":0.2318339615324928,"spread":0.2120950899928674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009785266,0.0001450945,0.0001639258,0.0002709262,0.0001336069,0.0001256794,0.0001963651,0.0002103982,0.0005728736],"category_scores_gemma":[0.0005909407,0.00008858486,0.0001331997,0.0001305143,0.0002728119,0.0002012671,0.0001495003,0.0001479145,0.00009982583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302155,"about_ca_system_score_gemma":0.00005880705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207948,"about_ca_topic_score_gemma":0.001844774,"domain_scores_codex":[0.9998957,0.00001445696,0.00000592824,0.00001772619,0.00005107682,0.00001505671],"domain_scores_gemma":[0.9995851,0.000141763,0.00008529315,0.00002881845,0.000125977,0.00003300395],"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":[0.0003141793,0.00001385738,0.01000828,0.00008593354,0.00001155455,0.0001167245,0.0001141452,0.0002707091,0.9795238,0.00002009119,0.00002315258,0.00949751],"study_design_scores_gemma":[0.000007724891,0.0006545085,0.07759847,0.00000748288,0.00003502822,0.0004145101,0.0001499083,0.002097704,0.918564,0.00003129945,0.0004300374,0.000009363695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967062,0.0001792348,0.002562022,0.00001519203,0.00000531338,0.000008556992,0.00003512554,0.00003762904,0.000450746],"genre_scores_gemma":[0.9982067,0.00006617598,0.001482639,0.00000766473,0.000002142526,0.000002050413,0.00002952914,0.000004498022,0.0001984533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207948,"threshold_uncertainty_score":0.002401829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170061389","doi":"10.1109/tia.2009.2036511","title":"Power-System Protection in an Oil-Field Distribution System","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Overcurrent; Protective relay; Arc flash; Relay; Circuit breaker; Engineering; Upstream (networking); Fuse (electrical); Tripping; Electric power system; Power-system protection; Oil field; Electrical engineering; Electronic circuit; Automotive engineering; Power (physics); Voltage; Petroleum engineering; Telecommunications","authors":[{"name":"Xiaodong Liang","is_ca":true},{"name":"Jaewon Lim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01143961857706167,"gpt":0.2382771659339463,"spread":0.2268375473568846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002223697,0.0003453839,0.0002413241,0.0003556562,0.00042462,0.0003991007,0.0003180253,0.0002772432,0.003114966],"category_scores_gemma":[0.0006841019,0.00009884573,0.00008735643,0.0003121578,0.0003274438,0.0007438964,0.0002859249,0.0001757241,0.0003258888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587481,"about_ca_system_score_gemma":0.0005169213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005336788,"about_ca_topic_score_gemma":0.004101273,"domain_scores_codex":[0.9997576,0.00006900704,0.00001146998,0.00005073022,0.00007767192,0.00003349953],"domain_scores_gemma":[0.9997117,0.0001165646,0.00004929237,0.00002924029,0.00007654922,0.00001657743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001327692,0.0004334239,0.02386279,0.0004498571,0.00008901468,0.002154561,0.0007758947,0.5450682,0.166028,0.01486109,0.002746704,0.2422028],"study_design_scores_gemma":[0.000383027,0.001984179,0.0302935,0.0000771621,0.0001393892,0.001400223,0.0008093621,0.7871763,0.1328692,0.01793858,0.02687247,0.00005667963],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034369,0.0003100959,0.1850262,0.0001683558,0.00001504063,0.0001503408,0.0001817165,0.001102175,0.009609091],"genre_scores_gemma":[0.9935976,0.00004121181,0.005160778,0.000009835808,0.000002231362,0.00000843726,0.00004184217,0.00001036687,0.001127614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005336788,"threshold_uncertainty_score":0.01061147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230638388","doi":"10.1109/pcicon.2012.6549688","title":"A novel approach for Arc-Flash detection and mitigation: At the speed of light and sound","year":2012,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Switchgear; Electric arc; Arc (geometry); Arc flash; Flash (photography); Computer science; Millisecond; Electrical engineering; Process (computing); Automotive engineering; Engineering; Voltage; Optics; Electrode; Mechanical engineering; Physics","authors":[{"name":"Jakov Vico","is_ca":true},{"name":"Palak K. Parikh","is_ca":true},{"name":"Dave Allcock","is_ca":true},{"name":"Ray Luna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509648870737196,"gpt":0.220864267331341,"spread":0.205767778623969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039142,0.0005265147,0.0004918608,0.0007569946,0.0003104539,0.0006221508,0.001095782,0.0008150972,0.001086705],"category_scores_gemma":[0.0004404181,0.0002848197,0.0003318289,0.0003355335,0.0004837746,0.0009017062,0.0005042259,0.000589652,0.0005024401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004836349,"about_ca_system_score_gemma":0.0004868446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004019547,"about_ca_topic_score_gemma":0.0007055841,"domain_scores_codex":[0.9994468,0.00003826711,0.000020658,0.0001490859,0.0003046523,0.00004052906],"domain_scores_gemma":[0.9996735,0.00005080278,0.00006830117,0.00005332506,0.0001314986,0.00002263667],"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":[0.0001393483,0.0001235985,0.0007036787,0.0001988415,0.00002335242,0.0001756097,0.00008847746,0.001624346,0.868126,0.002999506,0.0005667185,0.1252304],"study_design_scores_gemma":[0.00004098026,0.0008520184,0.0026107,0.00002902036,0.00006822996,0.001935432,0.00008378815,0.06717311,0.9088696,0.001165072,0.01711268,0.0000592969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08203375,0.001426556,0.908167,0.0003835314,0.0003056933,0.0001835097,0.0000699395,0.001663993,0.00576595],"genre_scores_gemma":[0.5630296,0.00106247,0.4283707,0.0002486156,0.0001276876,0.000108447,0.00007775552,0.00004538394,0.006929329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001095782,"threshold_uncertainty_score":0.003635406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168925104","doi":"10.1109/pcicon.2000.882763","title":"Design of increased safety electrical machine: development activities and certification testing","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Certification; Explosive material; Reliability engineering; Automotive engineering; Engineering; Safeguard; Computer science; Mechanical engineering","authors":[{"name":"Ran Xing. Ong","is_ca":true},{"name":"J.H. Dymond","is_ca":true},{"name":"Bharat Mistry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03195511548239675,"gpt":0.2078742785053132,"spread":0.1759191630229165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427393,0.0004963346,0.0003242111,0.0005673711,0.0002811838,0.0004026781,0.00115825,0.000927051,0.002735193],"category_scores_gemma":[0.002978296,0.0003079632,0.0002003475,0.0002719106,0.0004120735,0.0006850205,0.0003677294,0.000415704,0.0008453421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004221254,"about_ca_system_score_gemma":0.0007879306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004861127,"about_ca_topic_score_gemma":0.0006943879,"domain_scores_codex":[0.9979772,0.0003933071,0.0001000516,0.0002611538,0.001122951,0.0001453295],"domain_scores_gemma":[0.997387,0.0005532107,0.0003650457,0.0002762174,0.001269022,0.0001496113],"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":[0.001200254,0.001015189,0.01679382,0.000660311,0.0000274206,0.0006525064,0.000458564,0.02909064,0.7582712,0.001992286,0.001693433,0.1881444],"study_design_scores_gemma":[0.0005572577,0.01337138,0.02492663,0.00007719603,0.00006509374,0.001220789,0.0001681306,0.05350368,0.8877681,0.0007127997,0.01757308,0.00005573106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7057577,0.0003083366,0.2763512,0.0001941253,0.00009406795,0.001808957,0.00023835,0.001920071,0.01332723],"genre_scores_gemma":[0.905237,0.00009889183,0.08970199,0.00005834168,0.00001609525,0.0003871389,0.0002323977,0.00008417625,0.004183958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002735193,"threshold_uncertainty_score":0.009150147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1776078244","doi":"10.1109/wescan.1991.160545","title":"Security testing of high impedance fault detectors","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Electrical impedance; High impedance; Fault (geology); Arc (geometry); Waveform; Computer science; Welding; Arc welding; Artificial intelligence; Engineering; Electrical engineering; Voltage; Mechanical engineering; Seismology","authors":[{"name":"A.F. Sultan","is_ca":true},{"name":"G.W. Swift","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01379609748742472,"gpt":0.2006572138776296,"spread":0.1868611163902049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179032,0.0004702908,0.0003284148,0.0008725101,0.0002472508,0.0005483619,0.0008065408,0.0008877504,0.001404345],"category_scores_gemma":[0.01124618,0.0002006805,0.000200065,0.0003176953,0.000480235,0.001508722,0.0004720053,0.0003423199,0.0003958949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020228,"about_ca_system_score_gemma":0.0001644512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002109683,"about_ca_topic_score_gemma":0.0001847786,"domain_scores_codex":[0.9982954,0.0004171186,0.0001454843,0.0002917545,0.0007339934,0.0001163629],"domain_scores_gemma":[0.9924178,0.004166361,0.0009715528,0.0008916627,0.001315198,0.0002374763],"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":[0.004276515,0.0003986494,0.04516678,0.000494942,0.0002527501,0.001472592,0.0009380417,0.04075982,0.7075733,0.004183167,0.00158658,0.1928969],"study_design_scores_gemma":[0.0001222325,0.002013532,0.02007575,0.00004453363,0.00009886145,0.002274058,0.0002139645,0.2009592,0.7704363,0.001357999,0.002344304,0.000059242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155315,0.0001824189,0.08243219,0.0001534334,0.00005540594,0.00003889928,0.00007611941,0.0006057742,0.0009243496],"genre_scores_gemma":[0.9901193,0.00003638397,0.009408258,0.00002058278,0.000005789886,0.000005853339,0.0000553861,0.00001456901,0.0003337408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001404345,"threshold_uncertainty_score":0.006235361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626777275","doi":"10.18260/1-2--272","title":"The Importance Of Electrical Safety Training In Undergraduate Power Engineering Education","year":2020,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Curriculum; Session (web analytics); Apprenticeship; Electrification; Engineering; Electricity; Training (meteorology); Specialty; Power (physics); Medical education; Forensic engineering; Business; Electrical engineering; Psychology; Medicine; Pedagogy; Geography","authors":[{"name":"Ravel F. Ammerman","is_ca":false},{"name":"Pankaj K. Sen","is_ca":true},{"name":"Michael Kei Stewart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008586501837509803,"gpt":0.220431196916493,"spread":0.2118446950789832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820686,0.0001759793,0.0001852727,0.0009028917,0.0009033199,0.002397569,0.0006362185,0.0007220946,0.02391315],"category_scores_gemma":[0.01291449,0.0001349508,0.0001232852,0.000898601,0.0003607632,0.0012378,0.001307953,0.0009921934,0.005138531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394421,"about_ca_system_score_gemma":0.005092662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664768,"about_ca_topic_score_gemma":0.005072075,"domain_scores_codex":[0.9986559,0.0004074904,0.00008503251,0.0001162265,0.000576684,0.0001587008],"domain_scores_gemma":[0.9871593,0.00380904,0.001534773,0.0003093497,0.003956497,0.003231146],"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":[0.00009143428,0.0004643899,0.02648391,0.0007557623,0.000003370826,0.0001437995,0.001034423,0.00030682,0.001626506,0.002630649,0.1414045,0.8250544],"study_design_scores_gemma":[0.00005920112,0.001066417,0.5108224,0.004032133,0.00003007001,0.0005106505,0.01228206,0.003320553,0.005053195,0.008416572,0.4543522,0.00005468007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3795869,0.008592836,0.01596661,0.2263861,0.00774588,0.0009920116,0.003531922,0.001309547,0.355888],"genre_scores_gemma":[0.9152737,0.006688358,0.01356697,0.006461947,0.001903277,0.0003907985,0.002154242,0.0001516574,0.05340908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02391315,"threshold_uncertainty_score":0.07999742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158265549","doi":"10.1016/j.epsr.2021.107256","title":"Transient based faulted conductor selection method for double circuit lines","year":2021,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Conductor; Transient (computer programming); Selection (genetic algorithm); Short circuit; Electrical engineering; Transient analysis; Electronic circuit; Electrical conductor; Electronic engineering; Computer science; Engineering; Voltage; Transient response; Mathematics; Artificial intelligence; Geometry","authors":[{"name":"Jagannath Wijekoon","is_ca":true},{"name":"M.N. Haleem","is_ca":true},{"name":"Athula Rajapakse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08622744646495487,"gpt":0.3754859349246418,"spread":0.2892584884596869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471137,0.0003850308,0.0004235025,0.0005347179,0.000290308,0.0003777184,0.0004520714,0.0002597413,0.002843153],"category_scores_gemma":[0.0004417624,0.0001523555,0.0002581516,0.0003516974,0.0001310414,0.0004511397,0.0001824816,0.0002325391,0.0005473903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855742,"about_ca_system_score_gemma":0.0002388348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009450174,"about_ca_topic_score_gemma":0.001277975,"domain_scores_codex":[0.9998653,0.00002789844,0.00000642788,0.00003299495,0.00005429799,0.00001305179],"domain_scores_gemma":[0.9997558,0.00007513919,0.00002796741,0.00002586267,0.00009873103,0.00001645283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008640389,0.0001416469,0.00227229,0.0002487886,0.00005715609,0.0003784698,0.0001836092,0.09289749,0.1840542,0.005975287,0.005512,0.7074151],"study_design_scores_gemma":[0.00003521875,0.00015315,0.001614332,0.00001002293,0.00003207425,0.0002993816,0.00005420416,0.9660597,0.02745179,0.001330839,0.002943856,0.00001532028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03764369,0.0001407124,0.9601211,0.00004194981,0.00004393424,0.00002742866,0.00004066338,0.0005014386,0.001439097],"genre_scores_gemma":[0.7092094,0.0002253817,0.2836823,0.00004072864,0.00006751696,0.00005804639,0.0002803565,0.0001056562,0.006330534],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002843153,"threshold_uncertainty_score":0.009511232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410037258","doi":"10.3390/en18092333","title":"A Comprehensive Review of Cable Monitoring Techniques for Nuclear Power Plants","year":2025,"lang":"en","type":"review","venue":"Energies","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Nuclear power; Nuclear engineering; Engineering; Environmental science; Systems engineering; Electrical engineering; Reliability engineering; Computer science; Physics; Nuclear physics","authors":[{"name":"Allan Ghaforian","is_ca":true},{"name":"Patrick Duggan","is_ca":true},{"name":"Lixuan Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02346127378683812,"gpt":0.3130677907824173,"spread":0.2896065169955792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084489,0.001180747,0.001099132,0.004672393,0.0003792983,0.001123679,0.001197404,0.001129872,0.005376833],"category_scores_gemma":[0.001948957,0.0005027649,0.0009823949,0.004104714,0.0004094693,0.001988166,0.0005848319,0.0009790242,0.00285531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555265,"about_ca_system_score_gemma":0.001195851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017917,"about_ca_topic_score_gemma":0.002501557,"domain_scores_codex":[0.9990951,0.0001304229,0.0001375057,0.0001682998,0.0004253124,0.00004331144],"domain_scores_gemma":[0.9983883,0.0008124501,0.0002224963,0.00005076462,0.0004801279,0.00004594716],"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":[0.00005136342,0.00006920027,0.0004643094,0.02902096,0.00006384189,0.0002018605,0.0001058692,0.0008847798,0.006829981,0.002092909,0.02147647,0.9387385],"study_design_scores_gemma":[0.00000584541,0.0001870406,0.002339233,0.006824758,0.0001440377,0.001248711,0.0001092522,0.0005465579,0.004025845,0.001051946,0.983462,0.0000546782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006965496,0.9917015,0.002999095,0.0002367558,0.0003942848,0.00003118819,0.0001448429,0.00007454203,0.003721229],"genre_scores_gemma":[0.003141353,0.9900344,0.003917702,0.0002584767,0.0003059949,0.00003332418,0.0002698887,0.0000277063,0.002011225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005376833,"threshold_uncertainty_score":0.01798731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1751012715","doi":"10.1109/pcicon.1999.806428","title":"Integrating global electrical design practices in hazardous locations-a philosophy change","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"","keywords":"CLARITY; Hazardous waste; Adaptation (eye); Computer science; Systems engineering; Task (project management); Class (philosophy); European commission; Commission; Philosophy of design; Risk analysis (engineering); European union; Engineering; Business","authors":[{"name":"Michael S. Cole","is_ca":false},{"name":"Tim Driscoll","is_ca":true},{"name":"J. McQuaker","is_ca":false},{"name":"K. de Regt","is_ca":false},{"name":"K. Lynam","is_ca":false},{"name":"V. Rowe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06720501764587802,"gpt":0.2981069990655058,"spread":0.2309019814196278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01454177,0.0008504761,0.0006993901,0.001451252,0.002279484,0.009209105,0.00156729,0.003371804,0.00277397],"category_scores_gemma":[0.007223395,0.0005419628,0.0006171383,0.001754458,0.01548142,0.00965163,0.007253978,0.005445823,0.001317103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593854,"about_ca_system_score_gemma":0.005971388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489321,"about_ca_topic_score_gemma":0.005045261,"domain_scores_codex":[0.9892264,0.00555496,0.0004856743,0.00110847,0.003154648,0.0004698578],"domain_scores_gemma":[0.9910359,0.002479435,0.0004569615,0.002796371,0.00266792,0.0005633162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002473716,0.00007668132,0.002180589,0.0004086877,0.00003796399,0.0001540849,0.01437278,0.005685827,0.001650164,0.7979699,0.01362557,0.1638131],"study_design_scores_gemma":[0.00002302289,0.0001625911,0.001898291,0.0005083287,0.00005503603,0.0005038991,0.01377655,0.00258006,0.002284225,0.3286606,0.6495018,0.0000456673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04921678,0.01129852,0.5496529,0.1146509,0.002006251,0.0001118944,0.0000466148,0.000828795,0.2721873],"genre_scores_gemma":[0.637175,0.0118058,0.2452144,0.02388259,0.001327801,0.0002108155,0.00008639369,0.0009390298,0.07935815],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01454177,"threshold_uncertainty_score":0.07690519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129275955","doi":"10.1109/pcicon.2011.6085883","title":"How safe is the insulation system of rotating machines operating in gas groups B, C &amp;amp; D?","year":2011,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Partial discharge; Corona discharge; Stator; Electromagnetic coil; Insulation system; Ignition system; Automotive engineering; Electric arc; Explosive material; Voltage; Nuclear engineering; Environmental science; Hazardous waste; SPARK (programming language); Electrical engineering; Corona (planetary geology); Engineering; Computer science; Waste management; Chemistry; Physics; Electrode; Aerospace engineering","authors":[{"name":"Saeed Ul Haq","is_ca":true},{"name":"Bharat Mistry","is_ca":true},{"name":"Ramtin Omranipour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02580519346589897,"gpt":0.2273542478761802,"spread":0.2015490544102812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00244283,0.0005654287,0.0006336859,0.001406491,0.0006221884,0.003364865,0.0006756748,0.001989619,0.001613351],"category_scores_gemma":[0.0118916,0.0002166413,0.0004564442,0.0005110552,0.002096987,0.003445639,0.0006141952,0.000386478,0.001937854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007370548,"about_ca_system_score_gemma":0.0008624709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372824,"about_ca_topic_score_gemma":0.002053514,"domain_scores_codex":[0.9976622,0.0006359473,0.0002186705,0.0002844417,0.0009117938,0.0002868277],"domain_scores_gemma":[0.9929458,0.002350956,0.001571635,0.0006600952,0.001946363,0.0005251468],"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":[0.0009327314,0.0003925358,0.1981098,0.001033049,0.0003776962,0.001255409,0.002447354,0.0297983,0.05360565,0.01558647,0.00997745,0.6864835],"study_design_scores_gemma":[0.0002163857,0.004220958,0.4577326,0.001432288,0.0006767517,0.01154258,0.02134411,0.1108114,0.1037001,0.1143012,0.1734659,0.0005558458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.863606,0.01403566,0.06790251,0.006296572,0.0004966318,0.0001078388,0.0006600145,0.001170394,0.04572443],"genre_scores_gemma":[0.9892837,0.002536333,0.005656725,0.0002997946,0.00008854714,0.00001239841,0.0002580369,0.0000616309,0.00180283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003372824,"threshold_uncertainty_score":0.01291913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016433065","doi":"10.1109/ias.2013.6682620","title":"Circuit breaker transient recovery voltage requirements for medium voltage systems with NRG","year":2013,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Jacobs (Canada)","funders":"","keywords":"Circuit breaker; Emtp; Transient (computer programming); Transient recovery voltage; Reliability engineering; Electric power system; Distribution board; Transmission system; Voltage; Engineering; Computer science; Electrical engineering; Power (physics); Transmission (telecommunications); Voltage regulator","authors":[{"name":"Rasheek Rifaat","is_ca":true},{"name":"Tarjit Singh Lally","is_ca":true},{"name":"James Hong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01562331803410227,"gpt":0.2113389606539868,"spread":0.1957156426198845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654813,0.0002428665,0.0002989073,0.0006006319,0.0004252965,0.0007471442,0.0008100144,0.0004874729,0.009830283],"category_scores_gemma":[0.002238048,0.0000852146,0.0001288249,0.0005760264,0.000191772,0.0005322557,0.0002262002,0.0003348958,0.00155616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207558,"about_ca_system_score_gemma":0.0009080798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829877,"about_ca_topic_score_gemma":0.03867728,"domain_scores_codex":[0.9992507,0.0001074931,0.0000648651,0.00007265037,0.0003689571,0.0001352534],"domain_scores_gemma":[0.9984854,0.000388937,0.0001542575,0.0001385185,0.0007563123,0.00007663848],"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":[0.003268617,0.0004597416,0.05228211,0.001592996,0.00006472939,0.003327513,0.001583791,0.08767194,0.556021,0.01020502,0.0254938,0.2580287],"study_design_scores_gemma":[0.0005133938,0.005297836,0.3300523,0.0003738409,0.0001569469,0.006075334,0.003571668,0.1671111,0.3364223,0.007213537,0.1430452,0.0001665012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905535,0.0008527795,0.03213014,0.0006950496,0.00007489598,0.0002479291,0.002435145,0.002673671,0.05535541],"genre_scores_gemma":[0.9921626,0.0001034762,0.002668465,0.00005213103,0.000007539868,0.00001937101,0.001470524,0.00007624452,0.003439584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829877,"threshold_uncertainty_score":0.03638452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163368311","doi":"10.1109/pcicon.2011.6085891","title":"Maximal protection: Lowering incident energy and arc blast elements by minimizing arcing time","year":2011,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Tripping; Overcurrent; Electric arc; Circuit breaker; Arc (geometry); Arc-fault circuit interrupter; Electrical engineering; Computer science; Current (fluid); Engineering; Automotive engineering; Reliability engineering; Short circuit; Voltage; Mechanical engineering","authors":[{"name":"Lauri Kumpulainen","is_ca":false},{"name":"John Kay","is_ca":true},{"name":"Mohammad Aurangzeb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01153452356379259,"gpt":0.1838049866099643,"spread":0.1722704630461717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002352719,0.0006081252,0.0005277278,0.0005178304,0.0003118457,0.0008170163,0.001212427,0.0005900816,0.00382867],"category_scores_gemma":[0.0008509864,0.0002758506,0.0002499124,0.000381138,0.0003807182,0.001771081,0.0005937347,0.0005186356,0.001082207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843892,"about_ca_system_score_gemma":0.0004008317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787819,"about_ca_topic_score_gemma":0.000352525,"domain_scores_codex":[0.9996599,0.00002375342,0.00002075556,0.0001027711,0.0001345283,0.00005829657],"domain_scores_gemma":[0.9995449,0.0001212755,0.0001409507,0.00007086414,0.00008630365,0.00003563327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004593114,0.0001421878,0.001864433,0.0005846084,0.00003436078,0.0002125701,0.0002524624,0.01799848,0.8021201,0.01394665,0.001461052,0.1609238],"study_design_scores_gemma":[0.00009379723,0.001447605,0.005211007,0.0001357193,0.0001335632,0.001776876,0.0002054629,0.06695243,0.879592,0.01318317,0.03121514,0.0000532029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2331181,0.003958104,0.7354625,0.0005686029,0.0001691191,0.000109352,0.00017428,0.002293553,0.02414644],"genre_scores_gemma":[0.9209392,0.001122602,0.07055303,0.0001402833,0.0000720325,0.00004637047,0.0001212879,0.0001827544,0.00682248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00382867,"threshold_uncertainty_score":0.0128082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}