{"meta":{"query_hash":"4df2669d0a38","filters":{"topic":"Power Transformer Diagnostics and Insulation"},"cohort_total":578,"direct_labels_cover":0,"predictions_cover":578,"exported":578,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4df2669d0a38","api":"https://metacan.xera.ac/api/v1/cohort?topic=Power+Transformer+Diagnostics+and+Insulation"},"results":[{"id":"W1013018780","doi":"10.24084/repqj08.296","title":"Condition Assessment of Oil Transformer Insulating System","year":2010,"lang":"en","type":"article","venue":"Renewable Energy and Power Quality Journal","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"European Regional Development Fund","keywords":"Transformer oil; Transformer; Materials science; Petroleum engineering; Electrical engineering; Engineering; Voltage","score_opus":0.009928734369161573,"score_gpt":0.26014532183421074,"score_spread":0.25021658746504916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1013018780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8623622,0.00041108573,0.08018582,0.000043655287,0.0013305525,0.000023703207,0.0000347599,0.00006887621,0.05553933],"genre_scores_gemma":[0.99819905,0.00054722937,0.0010413534,0.000017472148,0.00009819479,0.000003095046,0.000017123104,0.000016362412,0.00006013467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989754,0.000044095777,0.000495333,0.00008900645,0.00020923097,0.00018690956],"domain_scores_gemma":[0.9995195,0.00008968478,0.00009043348,0.00009871004,0.00008256271,0.00011909869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005477157,0.00012486911,0.0002117033,0.00009662462,0.00012621126,0.000050439365,0.00006504841,0.000119619,0.00008896361],"category_scores_gemma":[0.00001305804,0.00011540808,0.00006830737,0.00009603777,0.000035223078,0.0002561605,0.000003246407,0.00021477282,3.526799e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039777,0.00017382181,0.009874924,0.0009649775,0.0004022796,0.000011128795,0.0014629138,0.122590564,0.71102804,0.109126635,0.00050606084,0.043818884],"study_design_scores_gemma":[0.007285431,0.0007365614,0.23998098,0.0019167518,0.00038990495,0.0011728455,0.0028099332,0.26159498,0.2957399,0.009362832,0.17628728,0.0027226044],"about_ca_topic_score_codex":0.00022706608,"about_ca_topic_score_gemma":0.00016772158,"teacher_disagreement_score":0.41528815,"about_ca_system_score_codex":0.000032124306,"about_ca_system_score_gemma":0.000044309458,"threshold_uncertainty_score":0.4706205},"labels":[],"label_agreement":null},{"id":"W1481823548","doi":"10.1109/ceidp.1989.69573","title":"Ramped voltage testing of transformer oil","year":2003,"lang":"en","type":"article","venue":"Conference on Electrical Insulation and Dielectric Phenomena","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transformer oil; Voltage; Transformer; Silicone oil; Amplitude; Materials science; Electrical engineering; High voltage; Electrode; Composite material; Mechanics; Analytical Chemistry (journal); Physics; Chemistry; Engineering; Optics; Chromatography","score_opus":0.02760688741312,"score_gpt":0.2286005491480625,"score_spread":0.20099366173494249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481823548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5596426,0.0012442224,0.06327692,0.000041211217,0.00015480307,0.00023576262,0.000010565665,0.00024656366,0.37514734],"genre_scores_gemma":[0.9988241,0.0007730742,0.00019898008,0.000054841028,0.000023115761,0.000017236724,0.000010436538,0.000021195163,0.00007697113],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891746,0.000025602796,0.00035035232,0.00019485856,0.00018346726,0.0003282723],"domain_scores_gemma":[0.9994107,0.00021234003,0.000045567675,0.00011189208,0.00010216057,0.000117343894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013056726,0.00018967726,0.00023645327,0.00023331348,0.00007259917,0.00003199227,0.00006615444,0.00009577479,0.000053761363],"category_scores_gemma":[0.00018131471,0.00018225356,0.000037705286,0.00084019784,0.00003243821,0.00013213225,0.0000016116988,0.00020127231,0.000006871116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046262576,0.00021400081,0.0016817917,0.000106699415,0.00006241249,0.0000022809306,0.00033817146,0.0014479632,0.12595232,0.26352885,0.00003106906,0.6065882],"study_design_scores_gemma":[0.0023503434,0.00094113604,0.0279867,0.00008661742,0.00007482421,0.000010663609,0.000026547123,0.90097225,0.038586378,0.024443053,0.003693898,0.00082757504],"about_ca_topic_score_codex":0.0000060464495,"about_ca_topic_score_gemma":0.0000010241873,"teacher_disagreement_score":0.89952433,"about_ca_system_score_codex":0.00005254259,"about_ca_system_score_gemma":0.000053400796,"threshold_uncertainty_score":0.7432084},"labels":[],"label_agreement":null},{"id":"W1498427078","doi":"10.1109/ceidp.1989.69572","title":"Influence of paper insulation on acceptable gas-in-oil levels in transformers","year":2003,"lang":"en","type":"article","venue":"Conference on Electrical Insulation and Dielectric Phenomena","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Dissolved gas analysis; Electric arc; Cellulose; Transformer oil; Analytical Chemistry (journal); Electrical engineering; Chemistry; Voltage; Materials science; Waste management; Electrode; Engineering; Chromatography; Organic chemistry","score_opus":0.018755647704641474,"score_gpt":0.23301492155531423,"score_spread":0.21425927385067275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498427078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9542194,0.00028878872,0.0011467019,0.00006005769,0.000039445626,0.00020743246,0.0000055004193,0.000046758843,0.043985903],"genre_scores_gemma":[0.9979637,0.001784276,0.00003235921,0.00011833154,0.000010862857,0.000034728702,0.000010749513,0.000020992948,0.000023944722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984817,0.000058591497,0.0005246501,0.00027628377,0.00024057485,0.0004181861],"domain_scores_gemma":[0.9994763,0.00018559308,0.000054565957,0.00012272423,0.00006472466,0.00009608955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021078247,0.0002320125,0.00030321119,0.00062036887,0.000042949552,0.00002895114,0.00008072061,0.00014432477,0.00005353358],"category_scores_gemma":[0.00013756033,0.00023387058,0.000035027762,0.0013384133,0.00003052763,0.00034811866,0.000002674868,0.00032112107,0.0000076861825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021975688,0.0006962932,0.014578717,0.00014437747,0.000041531468,0.0000050720632,0.0011689386,0.26153213,0.078822605,0.28401637,0.0000073098377,0.35876688],"study_design_scores_gemma":[0.0021213633,0.0004688242,0.6723003,0.000106240834,0.000011672157,0.0000014553441,0.000020016769,0.30455822,0.006294965,0.013349755,0.00033586382,0.00043131303],"about_ca_topic_score_codex":0.000031409603,"about_ca_topic_score_gemma":0.000017882892,"teacher_disagreement_score":0.6577216,"about_ca_system_score_codex":0.00018031734,"about_ca_system_score_gemma":0.00007236189,"threshold_uncertainty_score":0.95369655},"labels":[],"label_agreement":null},{"id":"W1499280929","doi":"10.1109/tdei.2015.004731","title":"Neural network approach to separate aging and moisture from the dielectric response of oil impregnated paper insulation","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Moisture; Dielectric response; Accelerated aging; Dielectric; Artificial neural network; Transformer; Materials science; Transformer oil; Pressboard; Composite material; Electrical insulation paper; Environmental science; Electronic engineering; Electrical engineering; Engineering; Voltage; Computer science; Optoelectronics; Machine learning","score_opus":0.01647941111427132,"score_gpt":0.2238447337778483,"score_spread":0.207365322663577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499280929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75764877,0.0023356604,0.2388756,0.00017524009,0.00020159915,0.00025184016,0.000021221014,0.00011700893,0.0003730554],"genre_scores_gemma":[0.9981217,0.0010620127,0.00041403307,0.0001978866,0.00007645095,0.000042292035,0.000024318464,0.000036627778,0.00002471506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985269,0.00012686441,0.0003991545,0.00029399974,0.0002915965,0.0003614979],"domain_scores_gemma":[0.9989034,0.0005313753,0.000059834238,0.00018658096,0.00013649526,0.00018233624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526369,0.000247354,0.00025237806,0.00022810652,0.00019044991,0.00007936296,0.00009882927,0.0001852048,0.0000019213755],"category_scores_gemma":[0.00005235465,0.00020719078,0.000053752152,0.0016912877,0.000029276538,0.0002442806,0.0000019116012,0.00039415044,0.000001988968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000657695,0.0001479582,0.00050627516,0.000020323982,0.000114244416,0.0000011183137,0.0010240044,0.8405375,0.027173925,0.0004237886,0.00015661208,0.12923658],"study_design_scores_gemma":[0.00080898195,0.00037648078,0.06483534,0.00002576863,0.00009381059,0.000005060718,0.000012975353,0.9280541,0.0043263854,0.00063799456,0.0005375287,0.00028556897],"about_ca_topic_score_codex":0.0001361966,"about_ca_topic_score_gemma":0.00001232529,"teacher_disagreement_score":0.24047288,"about_ca_system_score_codex":0.00011012172,"about_ca_system_score_gemma":0.00003758116,"threshold_uncertainty_score":0.8448995},"labels":[],"label_agreement":null},{"id":"W1508810411","doi":"10.1109/icdl.2005.1490100","title":"Testing, evaluation and standardisation of transformer oils","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Ministero dell'Università e della Ricerca","keywords":"Mineral oil; Transformer; Transformer oil; Standardization; Distribution transformer; Reliability engineering; Environmental science; Petroleum engineering; Engineering; Process engineering; Computer science; Materials science; Electrical engineering; Voltage; Metallurgy","score_opus":0.019016445935070802,"score_gpt":0.2507077378872718,"score_spread":0.231691291952201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508810411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627266,0.00032642196,0.06796585,0.000059323782,0.00005347932,0.00017001621,0.000010505395,0.000063910535,0.06862383],"genre_scores_gemma":[0.99649954,0.000065594926,0.0033760467,0.000009546819,0.000022711938,0.000006435874,0.00000860991,0.000006533522,0.0000050070107],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962443,0.0000041590747,0.00013129612,0.00004592204,0.00013162768,0.00006256847],"domain_scores_gemma":[0.9998304,0.00003308902,0.000008599164,0.00003905348,0.00006732631,0.000021489072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580995,0.000046525496,0.00005447515,0.000038566115,0.000014020347,0.0000071400796,0.000014319589,0.000025119889,0.000091988186],"category_scores_gemma":[0.000024423738,0.00004360731,0.0000106929865,0.000063935426,0.000010697892,0.00015887455,5.5530415e-7,0.000023372542,0.0000026932819],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039498914,0.000017473958,0.0030918587,0.000056668567,0.000019477802,3.6811628e-8,0.0005817154,0.031252377,0.0782106,0.0012709838,0.00018448768,0.88531035],"study_design_scores_gemma":[0.0009107495,0.00006527338,0.10768958,0.00003928982,0.00006254191,0.0000017456787,0.0000378473,0.6805756,0.20487557,0.00091424736,0.0046647657,0.00016278158],"about_ca_topic_score_codex":0.0000071424624,"about_ca_topic_score_gemma":0.000017299946,"teacher_disagreement_score":0.8851476,"about_ca_system_score_codex":0.000023862453,"about_ca_system_score_gemma":0.000009751231,"threshold_uncertainty_score":0.17782545},"labels":[],"label_agreement":null},{"id":"W1530731250","doi":"10.1109/ceidp.1989.69569","title":"The influence of impurities on electrohydrodynamic motion in insulating oils","year":2003,"lang":"en","type":"article","venue":"Conference on Electrical Insulation and Dielectric Phenomena","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrohydrodynamics; Transformer oil; Impurity; Transformer; Materials science; Conductivity; Analytical Chemistry (journal); Space charge; Voltage; Electrode; Chemistry; Electrical engineering; Chromatography; Physics; Organic chemistry; Engineering","score_opus":0.010159956490014282,"score_gpt":0.21740969222769116,"score_spread":0.20724973573767688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530731250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98245543,0.00050761667,0.0019160574,0.00004793426,0.0000570022,0.00025519365,0.0000022717666,0.00006237804,0.014696107],"genre_scores_gemma":[0.99820197,0.0016423616,0.000022322427,0.00004875517,0.00001502471,0.000031843203,0.0000066059397,0.000017498971,0.00001359457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866986,0.00007269587,0.00043102054,0.00021225425,0.00022027915,0.00039390847],"domain_scores_gemma":[0.9992497,0.00038023572,0.00007031893,0.00015505799,0.00007544039,0.00006927179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023772035,0.00019424841,0.00020639734,0.00031162132,0.00012832973,0.00005430416,0.00009772878,0.00009275888,0.0000049043283],"category_scores_gemma":[0.00027788916,0.00016209284,0.000033247972,0.0008890336,0.00004727438,0.00014635717,0.0000043014156,0.00030728316,0.0000042377205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008397401,0.00017127984,0.002705626,0.00004242618,0.000032013257,0.0000017903546,0.00033627404,0.07739756,0.04124132,0.7762379,0.0000049097193,0.10174493],"study_design_scores_gemma":[0.0009437162,0.0006037089,0.23795624,0.00006711617,0.0000122323345,0.0000033120145,0.00001806093,0.7097389,0.0063905274,0.043792076,0.00013009357,0.00034401272],"about_ca_topic_score_codex":0.00001229664,"about_ca_topic_score_gemma":0.00000821138,"teacher_disagreement_score":0.73244584,"about_ca_system_score_codex":0.0001391682,"about_ca_system_score_gemma":0.000045025652,"threshold_uncertainty_score":0.66099536},"labels":[],"label_agreement":null},{"id":"W1543641019","doi":"10.1109/ceidp.2005.1560640","title":"Identification of winding faults in power transformers by low voltage impulse test and neutral current method using wavelet transform approach","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wavelet; Wavelet transform; Engineering; Impulse (physics); Voltage; Transformer; Electronic engineering; Autotransformer; Acoustics; Electrical engineering; Computer science; Control theory (sociology); Distribution transformer; Physics; Artificial intelligence","score_opus":0.008410423422703692,"score_gpt":0.252582891815785,"score_spread":0.24417246839308132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543641019","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4521386,0.00032932812,0.54585326,0.000024065064,0.000083215215,0.00031253748,0.000079141195,0.00004325019,0.0011366362],"genre_scores_gemma":[0.99664795,0.0004007942,0.002819089,0.000008924884,0.00001557484,0.000012102849,0.000056916637,0.000031289226,0.000007369315],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987466,0.000011117255,0.0005765268,0.00021590496,0.00014658846,0.00030325976],"domain_scores_gemma":[0.9997002,0.00007422388,0.0000368624,0.00009327542,0.000026615799,0.00006880797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030412545,0.00019861819,0.00023143487,0.0002089999,0.000037994847,0.00002617573,0.00007811002,0.000096404634,0.000018368635],"category_scores_gemma":[0.000010378133,0.00019953356,0.00006210569,0.00027560396,0.00003096753,0.00053755904,0.0000030821157,0.00018190626,0.0000011863679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027048225,0.0005098958,0.0016477172,0.00064384093,0.00005319182,7.563527e-7,0.004670341,0.05884665,0.660147,0.0005897125,0.000059476606,0.27280438],"study_design_scores_gemma":[0.00093563285,0.000032205262,0.0055290055,0.00005665677,0.000032359396,0.000004259287,0.00019934024,0.8219082,0.17043225,0.00006795609,0.0005155817,0.0002865761],"about_ca_topic_score_codex":0.00003579291,"about_ca_topic_score_gemma":0.00001892742,"teacher_disagreement_score":0.7630615,"about_ca_system_score_codex":0.000094508905,"about_ca_system_score_gemma":0.000014146771,"threshold_uncertainty_score":0.8136743},"labels":[],"label_agreement":null},{"id":"W1553682520","doi":"10.1109/ceidp.2005.1560749","title":"Application of wavelets to identify faults during impulse tests","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Hydro","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Hydro; University of Manitoba","keywords":"Impulse generator; Transformer; Wavelet; Impulse (physics); Voltage; Computer science; Electromagnetic coil; Waveform; Electronic engineering; Engineering; Electrical engineering; Artificial intelligence; Physics","score_opus":0.005461223068453997,"score_gpt":0.24918006126288575,"score_spread":0.24371883819443174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553682520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182991,0.000029029463,0.076102,0.00008383467,0.000050356375,0.00015017702,0.0000061138853,0.00010445893,0.0051749605],"genre_scores_gemma":[0.99791485,0.000023222457,0.0019199812,0.000022260883,0.00005014327,0.000015729735,0.00000851951,0.000012676306,0.00003261708],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995657,0.0000015516518,0.00016362515,0.000076510376,0.00008264172,0.00010996875],"domain_scores_gemma":[0.9997861,0.000014991791,0.00000977881,0.000113261136,0.000027415801,0.00004847664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003258513,0.00006151702,0.00006592472,0.000067177425,0.000014835183,0.0000059389818,0.00005752637,0.000030393458,0.000024597739],"category_scores_gemma":[0.000008867253,0.00006314231,0.000020963509,0.00011647668,0.00000380007,0.00010945157,0.0000065490003,0.000032489366,0.00010719237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006197056,0.000069236245,0.0048476434,0.000106981686,0.000023160781,5.50177e-7,0.0004200797,0.08691047,0.82600117,0.0011460682,0.00028888814,0.080179535],"study_design_scores_gemma":[0.00027302466,0.0000117763975,0.6250755,0.000017165134,0.000006236755,0.0000014853027,0.000008058617,0.06265548,0.30921373,0.00006107869,0.002556872,0.0001195829],"about_ca_topic_score_codex":0.00001641548,"about_ca_topic_score_gemma":0.00003293636,"teacher_disagreement_score":0.6202279,"about_ca_system_score_codex":0.000030072522,"about_ca_system_score_gemma":0.0000023736468,"threshold_uncertainty_score":0.25748685},"labels":[],"label_agreement":null},{"id":"W1556385175","doi":"10.1109/demped.2003.1234561","title":"Wavelet-based diagnostics and protection of power transformers","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inrush current; Wavelet; Wavelet transform; Current transformer; Daubechies wavelet; Computer science; Wavelet packet decomposition; Transformer; Electronic engineering; Engineering; Electrical engineering; Artificial intelligence; Voltage","score_opus":0.00736045413309617,"score_gpt":0.18024815917038134,"score_spread":0.17288770503728518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556385175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45884597,0.00031108366,0.49752787,0.00005547096,0.00024478475,0.00038339294,0.000013695477,0.00011864774,0.042499095],"genre_scores_gemma":[0.99836373,0.00022920054,0.0013448587,0.00002111652,0.0000031987372,0.000013223411,0.0000026506402,0.000013481124,0.000008542657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996063,0.0000062489908,0.00013895478,0.00006477902,0.000074819065,0.000108885135],"domain_scores_gemma":[0.99983186,0.000045913326,0.000008685206,0.000049939517,0.000024407635,0.000039173272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006241904,0.00007763897,0.00008266279,0.000059906648,0.000018741704,0.0000070420365,0.000016555505,0.00005026895,0.00008029841],"category_scores_gemma":[0.000034583198,0.00007302231,0.000023968869,0.00009493845,0.000021999138,0.00006613874,5.03514e-7,0.000053868618,0.0000028358136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014920211,0.0011474965,0.016618969,0.0032215563,0.0006252959,0.000020456724,0.0037590298,0.042562008,0.39653268,0.1764409,0.002843646,0.35607877],"study_design_scores_gemma":[0.002412473,0.00049666315,0.048049223,0.00012641694,0.00007410906,0.00000779236,0.00016357064,0.093091846,0.81856877,0.0015710742,0.034769114,0.00066894724],"about_ca_topic_score_codex":0.0000082096685,"about_ca_topic_score_gemma":0.0000062690106,"teacher_disagreement_score":0.53951776,"about_ca_system_score_codex":0.000012906289,"about_ca_system_score_gemma":0.000010218038,"threshold_uncertainty_score":0.29777634},"labels":[],"label_agreement":null},{"id":"W1588353497","doi":"10.1109/ceidp.2005.1560674","title":"Application of dielectric response techniques for the condition assessment of power transformers","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Hydro-Québec","funders":"","keywords":"Dielectric; Dissipation factor; Accelerated aging; Transformer; Materials science; Transformer oil; Dielectric response; Electronic engineering; Moisture; Dielectric loss; Electrical engineering; Composite material; Optoelectronics; Engineering; Voltage","score_opus":0.005755070157142975,"score_gpt":0.2658641429914982,"score_spread":0.2601090728343552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588353497","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037248977,0.00007989327,0.956857,0.00023055823,0.000022408181,0.0005498898,0.000027247399,0.00005632888,0.004927645],"genre_scores_gemma":[0.99541384,0.00015433146,0.004231717,0.000020914478,0.000009759583,0.00013476693,0.000015419915,0.000009473878,0.000009805435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995916,0.0000063522816,0.00019687135,0.000048785867,0.00007993786,0.00007644032],"domain_scores_gemma":[0.9996029,0.0002328636,0.000025022857,0.00007608791,0.000051320258,0.000011772046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021957327,0.000054309225,0.00007607633,0.000067347144,0.000019849971,0.000003105251,0.000049817263,0.00003739138,0.000020330464],"category_scores_gemma":[0.0000083367095,0.000040571846,0.000046609253,0.00011429006,0.000017591476,0.00007894384,9.299496e-7,0.00003467635,4.1131022e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014422426,0.00011562695,0.0003077739,0.00010868256,0.00009267169,2.3908207e-8,0.00027379085,0.010412358,0.7492736,0.02856177,0.00058355613,0.2101259],"study_design_scores_gemma":[0.00026963966,0.00019167301,0.028435867,0.000011350801,0.000034751814,4.0085263e-7,0.000030967083,0.3006179,0.6487818,0.00026509305,0.021278359,0.0000822362],"about_ca_topic_score_codex":0.0000055742994,"about_ca_topic_score_gemma":0.0000052121673,"teacher_disagreement_score":0.9581648,"about_ca_system_score_codex":0.00003371462,"about_ca_system_score_gemma":0.000013486508,"threshold_uncertainty_score":0.16544718},"labels":[],"label_agreement":null},{"id":"W1607793395","doi":"10.1109/ceidp.1993.378959","title":"High stress aggregation and transport of electrons in dielectric oil","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Dielectric; Electron; Viscosity; Physics; Acceleration; Vorticity; Magnetic field; Electric field; Diffusion; Stress (linguistics); Field (mathematics); Mechanics; Classical mechanics; Vortex; Quantum mechanics","score_opus":0.005172535137387145,"score_gpt":0.1699941909068882,"score_spread":0.16482165576950106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607793395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866925,0.00070014293,0.0030311015,0.000033510347,0.000031597927,0.000029371722,0.0000057499874,0.000034958684,0.009441072],"genre_scores_gemma":[0.99714214,0.002647744,0.00012860254,0.0000044566473,0.000007351402,0.000003843392,0.000008566114,0.0000063995085,0.00005087049],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996918,0.0000021853211,0.00011589583,0.000048923514,0.0000473195,0.0000938895],"domain_scores_gemma":[0.99991375,0.00001788908,0.0000065665954,0.000037486727,0.000007748116,0.000016549437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019355648,0.000047536112,0.0000679806,0.000081265425,0.000006464255,0.00000238408,0.000019508245,0.000030220099,0.00005952781],"category_scores_gemma":[0.0000025920185,0.00004749993,0.000009950901,0.00014824118,0.0000060930524,0.00007105725,5.0228317e-7,0.000044745197,0.0000012976085],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019895007,0.0003914291,0.12672004,0.0006241413,0.00010032743,0.0000108145305,0.0022161417,0.08541251,0.030601088,0.036146168,0.0002419178,0.7175155],"study_design_scores_gemma":[0.0012902507,0.0001433822,0.34147623,0.00010943978,0.000031591182,0.0000024453282,0.000020876061,0.47002682,0.18532781,0.00064808864,0.0005997335,0.0003233281],"about_ca_topic_score_codex":0.00007169485,"about_ca_topic_score_gemma":0.00019363457,"teacher_disagreement_score":0.7171922,"about_ca_system_score_codex":0.0000121427665,"about_ca_system_score_gemma":0.0000014487391,"threshold_uncertainty_score":0.19369909},"labels":[],"label_agreement":null},{"id":"W1608547483","doi":"10.71781/16818","title":"Stabilité magnétohydrodynamique des cuves d'électrolyse : aspects physiques et idées nouvelles","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Philosophy; Physics","score_opus":0.004614708907655821,"score_gpt":0.1714477872670683,"score_spread":0.16683307835941247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608547483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8952544,0.042325225,0.0030727517,0.000193941,0.0011653082,0.00056902826,0.0001799264,0.00035652766,0.056882948],"genre_scores_gemma":[0.96762687,0.022615783,0.0019905553,0.000048920985,0.00019037562,0.00005531344,0.0011226283,0.00010863724,0.006240898],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99701667,0.0001681363,0.0006351694,0.0007513924,0.00064974284,0.0007789044],"domain_scores_gemma":[0.9982316,0.00027793867,0.00025676133,0.0004424805,0.0003899334,0.0004012672],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00015516223,0.0008380992,0.0006457688,0.00046346753,0.0048596584,0.000107323016,0.00042270057,0.0006687922,0.00006520333],"category_scores_gemma":[0.0000821262,0.0010247139,0.0005072781,0.0004798493,0.0004496433,0.00096110185,0.00007213497,0.0007420254,0.00007609689],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009960985,0.001279754,0.022146156,0.0022697498,0.0019804721,0.003184251,0.2519308,0.20666897,0.344567,0.15410253,0.0005281939,0.010345996],"study_design_scores_gemma":[0.0034885122,0.00089673564,0.48885846,0.0027193269,0.0014805996,0.0016086117,0.039865125,0.067109324,0.34873858,0.009027063,0.03214786,0.0040598065],"about_ca_topic_score_codex":0.058612503,"about_ca_topic_score_gemma":0.04410201,"teacher_disagreement_score":0.4667123,"about_ca_system_score_codex":0.007088429,"about_ca_system_score_gemma":0.0019327267,"threshold_uncertainty_score":0.9992203},"labels":[],"label_agreement":null},{"id":"W1628147547","doi":"10.1109/ceidp.1990.201362","title":"Acceptable gas-in-oil levels in generation and transmission power transformers","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Dissolved gas analysis; Electrical engineering; Transformer oil; Power transmission; Engineering; Voltage; Physics; Power (physics)","score_opus":0.020861071872279764,"score_gpt":0.20725585566588745,"score_spread":0.1863947837936077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1628147547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071808,0.0010161531,0.027522128,0.00031712907,0.00013690689,0.00011060837,0.0000054635448,0.00005349928,0.0636573],"genre_scores_gemma":[0.99633265,0.0029515186,0.0004844988,0.000035947163,0.00001241468,0.000009061521,0.000006047645,0.000015360334,0.00015253272],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993895,0.0000072059684,0.00020524337,0.000117077645,0.00008380765,0.00019713455],"domain_scores_gemma":[0.99987483,0.000016427253,0.000004698694,0.00004602297,0.0000072389666,0.000050792194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000073935786,0.00010364943,0.00010369667,0.00013585293,0.000020521911,0.000024858919,0.000030298854,0.00007435618,0.0013132552],"category_scores_gemma":[0.000002610394,0.00010015046,0.000019808109,0.00016351939,0.000008996337,0.0003314567,0.0000010952052,0.00009123221,0.0000141438495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006732231,0.00012514347,0.0034240254,0.000088826375,0.000014394601,0.000009779625,0.00395147,0.028456429,0.1400555,0.00044775385,0.00063185743,0.82278806],"study_design_scores_gemma":[0.0013647099,0.00004276951,0.025308529,0.00005319261,0.0000061256396,0.0000034946856,0.00007499249,0.93281794,0.029182756,0.00011029315,0.010737555,0.00029762904],"about_ca_topic_score_codex":0.000025479289,"about_ca_topic_score_gemma":0.00014006149,"teacher_disagreement_score":0.90436155,"about_ca_system_score_codex":0.000038523347,"about_ca_system_score_gemma":0.0000029407117,"threshold_uncertainty_score":0.9995997},"labels":[],"label_agreement":null},{"id":"W1649265798","doi":"10.1109/ceidp.1991.763946","title":"Charge Injection Into Dielectric Oil From The Anode Or Cathode Under Ramped Voltage Application","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Cathode; Anode; Dielectric; Materials science; Electrical engineering; Optoelectronics; Voltage; Engineering physics; Electrode; Engineering; Physics","score_opus":0.009013791039872553,"score_gpt":0.22062202832335562,"score_spread":0.21160823728348307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1649265798","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20925595,0.00047423443,0.77821904,0.0005432043,0.00020026973,0.0001593565,0.000012152121,0.00038235186,0.010753435],"genre_scores_gemma":[0.9975955,0.00051789323,0.00072637,0.00036648693,0.00025272524,0.000060357455,0.00008664462,0.000024310018,0.00036973832],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994298,0.000009156082,0.00016576001,0.00013221466,0.00010559549,0.00015747553],"domain_scores_gemma":[0.9996284,0.0001163856,0.000017289407,0.00017867194,0.000024175195,0.00003506852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007941672,0.00011048687,0.000080296304,0.000041691983,0.00008553472,0.00003766576,0.00009775493,0.00007372659,0.00016830703],"category_scores_gemma":[0.000015580456,0.000075889075,0.000026459222,0.0002394795,0.000009667682,0.00016774992,0.00000618716,0.00011399533,0.00015492357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055308858,0.00015664585,0.0016759965,0.000043112843,0.00011809403,5.713227e-7,0.0025161544,0.04782216,0.19704677,0.0083363615,0.006251463,0.73597735],"study_design_scores_gemma":[0.0005621043,0.000040885767,0.011080833,0.000014110822,0.00004521952,0.000002038906,0.00006440073,0.8778117,0.04066706,0.0012173037,0.068182245,0.00031211684],"about_ca_topic_score_codex":0.0006074557,"about_ca_topic_score_gemma":0.0012285816,"teacher_disagreement_score":0.8299895,"about_ca_system_score_codex":0.00010348739,"about_ca_system_score_gemma":0.0000136095605,"threshold_uncertainty_score":0.30946666},"labels":[],"label_agreement":null},{"id":"W1649756115","doi":"10.1522/030622243","title":"Etude de l'isolation hybride en vue de son application dans les transformateurs de puissance /","year":2013,"lang":"fr","type":"book","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Excellence Research Chairs; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Physics","score_opus":0.007706387167481701,"score_gpt":0.21637778311725897,"score_spread":0.20867139594977727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1649756115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040207583,0.0005896708,0.8059302,0.00071504683,0.00023510375,0.0009384114,0.00009768516,0.00032239594,0.15096393],"genre_scores_gemma":[0.94413334,0.009900995,0.029685533,0.0001668151,0.000630252,0.0005282244,0.0010292844,0.00025923902,0.013666314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975193,0.0000916444,0.00075586967,0.00041393528,0.00028554304,0.00093369605],"domain_scores_gemma":[0.998768,0.00031546273,0.00013218967,0.00036439908,0.00010622995,0.00031374046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000488967,0.00060335436,0.00043025194,0.0001935984,0.00020473491,0.00014106742,0.00037736574,0.00082169595,0.00032564747],"category_scores_gemma":[0.00003786098,0.00070997694,0.00021749281,0.0001432944,0.00009021794,0.00058726274,0.000014899651,0.0007430968,0.00029767505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004479516,0.0002372765,0.020935927,0.0025845724,0.00040500294,0.000013752795,0.01501904,0.47626916,0.11569853,0.23241201,0.0052883,0.13109161],"study_design_scores_gemma":[0.0006203758,0.00009193387,0.06095277,0.00046627288,0.00029894043,0.000057735146,0.00020434946,0.7449514,0.029912679,0.008132574,0.1533132,0.0009977202],"about_ca_topic_score_codex":0.004082834,"about_ca_topic_score_gemma":0.0011312822,"teacher_disagreement_score":0.9039258,"about_ca_system_score_codex":0.0023313821,"about_ca_system_score_gemma":0.00036136905,"threshold_uncertainty_score":0.99953514},"labels":[],"label_agreement":null},{"id":"W1741320120","doi":"10.1109/ceidp.1995.483705","title":"Determination of paper degradation by-products by direct injection on an HPLC column","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"High-performance liquid chromatography; Furfural; Chromatography; Elution; Degradation (telecommunications); Acetonitrile; Materials science; Solid phase extraction; Chemistry; Catalysis; Computer science; Organic chemistry","score_opus":0.009930439570452995,"score_gpt":0.19991242062703926,"score_spread":0.18998198105658626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1741320120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8952499,0.00019037914,0.026590278,0.00013614092,0.0005351501,0.00035839723,0.00006167442,0.0003226712,0.076555416],"genre_scores_gemma":[0.99857366,0.00020539945,0.00045271072,0.000038170732,0.000028269176,0.000011356266,0.0001405351,0.000017654676,0.00053224363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994759,0.00001345198,0.00016339912,0.000120129196,0.00012865056,0.00009849733],"domain_scores_gemma":[0.99975646,0.000028185432,0.000022617336,0.00011646864,0.000046078894,0.000030171932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000624942,0.000084611784,0.00007974705,0.00005894992,0.000030475023,0.000018116172,0.000040138835,0.000057229183,0.00022480884],"category_scores_gemma":[0.000027636539,0.000088165674,0.000015866513,0.00014870348,0.000009457968,0.00039019418,0.0000016067901,0.000047646143,0.0000136748595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016154125,0.0005053994,0.0013260775,0.00012066981,0.000031362975,4.970924e-7,0.000518366,0.0044750147,0.5432376,0.00056424213,0.06415283,0.38505173],"study_design_scores_gemma":[0.00056813756,0.00060326717,0.007824389,0.000030851814,0.00003103969,0.0000018134962,0.000026018794,0.45535615,0.4976103,0.000113366,0.03747586,0.00035882049],"about_ca_topic_score_codex":0.000058201676,"about_ca_topic_score_gemma":0.000024347488,"teacher_disagreement_score":0.45088112,"about_ca_system_score_codex":0.000043069136,"about_ca_system_score_gemma":0.0000016594016,"threshold_uncertainty_score":0.3595292},"labels":[],"label_agreement":null},{"id":"W1771851593","doi":"10.1109/ias.1991.178076","title":"Influence of secondary winding terminal conditions on impulse distribution in transformer windings","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Electromagnetic coil; Transformer; Delta-wye transformer; Distribution transformer; Autotransformer; Electrical engineering; Transient (computer programming); Capacitive sensing; Rotary variable differential transformer; Excitation; Impulse (physics); Electronic engineering; Voltage; Mechanics; Engineering; Computer science; Physics; Classical mechanics","score_opus":0.007123832969840431,"score_gpt":0.20976623603475858,"score_spread":0.20264240306491815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1771851593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98600805,0.000026417125,0.0011333459,0.000039965264,0.00005217677,0.00012557022,0.00017137366,0.00005244104,0.012390656],"genre_scores_gemma":[0.9997192,0.00008659687,0.000023934139,0.000028231827,0.000011467817,0.000010432389,0.00008895624,0.000010410119,0.000020777166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99937344,0.0000049870273,0.00025051428,0.00009156932,0.00010197924,0.00017749556],"domain_scores_gemma":[0.9998041,0.000048739043,0.000015859623,0.00007278768,0.000016782422,0.000041739233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051731007,0.000100072415,0.00011319811,0.00011602063,0.000031022264,0.0000101806945,0.000056204524,0.000060938182,0.0002989745],"category_scores_gemma":[0.000010304202,0.00010210685,0.000037551854,0.0002005483,0.000030229261,0.00030072837,0.0000014665204,0.00014024026,0.000027814542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048995862,0.00071782444,0.0769079,0.000701887,0.0001299824,0.000059217018,0.005412357,0.68854725,0.15915857,0.028558552,0.003164655,0.03659279],"study_design_scores_gemma":[0.0013969503,0.0002068205,0.8807085,0.00031396654,0.000026120893,0.00002323049,0.00010148789,0.04779641,0.06622607,0.0007029802,0.0020797665,0.00041767824],"about_ca_topic_score_codex":0.000017462919,"about_ca_topic_score_gemma":0.000013686631,"teacher_disagreement_score":0.80380064,"about_ca_system_score_codex":0.00006559805,"about_ca_system_score_gemma":0.000004791792,"threshold_uncertainty_score":0.41637966},"labels":[],"label_agreement":null},{"id":"W1827702775","doi":"10.1109/elinsl.1998.694860","title":"Direct determination of moisture in solid oil-paper insulation","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Moisture; Transformer; Water content; Transformer oil; Materials science; Infrared; Pressboard; Infrared heater; Electrical equipment; Wavelength; Radiation; Environmental science; Composite material; Process engineering; Electrical engineering; Optoelectronics; Optics; Engineering; Voltage; Geotechnical engineering","score_opus":0.009136931707925627,"score_gpt":0.2094214047514874,"score_spread":0.20028447304356178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1827702775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6666839,0.0004195971,0.011427931,0.000068205154,0.0002463602,0.000088167595,0.0000075954504,0.00013095846,0.3209273],"genre_scores_gemma":[0.99893975,0.00034229027,0.00054011884,0.000016990443,0.00001568184,0.0000057993248,0.000008281887,0.000009548195,0.00012151989],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961364,0.0000051729257,0.00016790001,0.00005707438,0.00007539751,0.000080837926],"domain_scores_gemma":[0.99985737,0.000028966055,0.000012060391,0.00006563198,0.000020348509,0.000015608468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003800602,0.00005869688,0.00007951491,0.00009299419,0.000008168494,0.0000061442447,0.000030691128,0.00005264369,0.00016038497],"category_scores_gemma":[0.000016369575,0.00005788219,0.000019381225,0.00013517584,0.0000062109493,0.0001908738,0.0000022208928,0.000041401046,0.000012015672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010939973,0.00033323662,0.025841951,0.00042375957,0.000034812274,0.0000071300683,0.003838257,0.09300579,0.22040589,0.003404772,0.0006669748,0.6520265],"study_design_scores_gemma":[0.0004329035,0.000025728272,0.22613683,0.00005451434,0.000008035842,8.456457e-7,0.000013425857,0.73872817,0.031800203,0.00020355814,0.002440249,0.000155527],"about_ca_topic_score_codex":0.000021134187,"about_ca_topic_score_gemma":0.00006208102,"teacher_disagreement_score":0.65187097,"about_ca_system_score_codex":0.00002639256,"about_ca_system_score_gemma":0.0000011593758,"threshold_uncertainty_score":0.23603672},"labels":[],"label_agreement":null},{"id":"W1836879696","doi":"10.1109/elinsl.1990.109707","title":"Prebreakdown phenomena in organic ester transformer fluid","year":2002,"lang":"en","type":"article","venue":"IEEE International Symposium on Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transformer oil; Silicone oil; Voltage; Transformer; Dielectric; Materials science; Analytical Chemistry (journal); High voltage; Electrical engineering; Composite material; Chemistry; Thermodynamics; Chromatography; Optoelectronics; Physics; Engineering","score_opus":0.013267634071658338,"score_gpt":0.2201871044520279,"score_spread":0.20691947038036956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1836879696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8642678,0.0002129054,0.018019456,0.0013869492,0.0020930844,0.00060950936,0.0000318341,0.00038668627,0.11299177],"genre_scores_gemma":[0.99851906,0.00049715355,0.00004332998,0.00022353596,0.00034449113,0.000043392694,0.000050650582,0.000042768843,0.0002356125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859476,0.00002075474,0.0004457174,0.00024654702,0.00038316761,0.00030906106],"domain_scores_gemma":[0.99959755,0.00009926072,0.000031996606,0.00012971467,0.000062609935,0.000078872356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000853074,0.00020779646,0.00015927978,0.0002786726,0.000039322134,0.00006309665,0.00017822305,0.00013904355,0.0006876866],"category_scores_gemma":[0.000017807757,0.0002140799,0.00006815399,0.00044415993,0.00001586729,0.0004001607,0.000002568194,0.00025002816,0.00028749986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017419845,0.0013691481,0.008924428,0.00005256766,0.0002443768,0.000025309453,0.001786553,0.32736278,0.5335963,0.007044063,0.001534678,0.11788563],"study_design_scores_gemma":[0.0012041421,0.00016882898,0.030015238,0.00004275528,0.000014615457,0.000008651244,0.000002357262,0.94011146,0.016947564,0.00050295243,0.010618276,0.00036317547],"about_ca_topic_score_codex":0.000015337253,"about_ca_topic_score_gemma":0.000012773938,"teacher_disagreement_score":0.6127487,"about_ca_system_score_codex":0.00041522045,"about_ca_system_score_gemma":0.0000062073873,"threshold_uncertainty_score":0.8729925},"labels":[],"label_agreement":null},{"id":"W1847294125","doi":"10.1109/eeic.1995.482351","title":"Effect of eddies on convected space charge density in relaxation tanks","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Eddy; Inlet; Mechanics; Space charge; Relaxation (psychology); Physics; Charge density; Charge (physics); Turbulence; Geology; Oceanography","score_opus":0.005672981835482206,"score_gpt":0.19243200583296327,"score_spread":0.18675902399748107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1847294125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772524,0.00007514715,0.0009433139,0.000041237105,0.00017999657,0.00013087221,0.0000026379812,0.00007244512,0.021301955],"genre_scores_gemma":[0.9996776,0.00015328496,0.00003115278,0.000009132003,0.000010194967,0.0000045835536,0.000005919176,0.000007692389,0.00010046077],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996708,0.000013828418,0.00010545448,0.000057285182,0.0000673131,0.00008529469],"domain_scores_gemma":[0.9997716,0.00012121811,0.00001222285,0.00006586006,0.0000130462695,0.000016069736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007314648,0.00006569953,0.00009992631,0.00007073311,0.000009009186,0.0000038537396,0.000021861906,0.00004656434,0.00014300294],"category_scores_gemma":[0.000052810537,0.000057679277,0.000019316009,0.000106974054,0.0000075771577,0.000056119836,0.0000018231783,0.000064542706,0.00005966673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039183992,0.00078415807,0.37486923,0.0025425565,0.00035575827,0.000045123546,0.007921027,0.07420516,0.34462813,0.049775273,0.026557133,0.11792462],"study_design_scores_gemma":[0.0010289727,0.000370067,0.13766766,0.000100810015,0.000014006631,8.1895587e-7,0.000005033307,0.36303824,0.49693686,0.000050834908,0.00061739224,0.00016929429],"about_ca_topic_score_codex":0.000023640745,"about_ca_topic_score_gemma":0.000021457314,"teacher_disagreement_score":0.28883308,"about_ca_system_score_codex":0.000027103308,"about_ca_system_score_gemma":7.017276e-7,"threshold_uncertainty_score":0.23520927},"labels":[],"label_agreement":null},{"id":"W1877680086","doi":"10.1109/cpre.2004.238414","title":"Distribution incipient faults and abnormal events: case studies from recorded field data","year":2004,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Electric Power Research Institute; Texas A and M University","keywords":"Reliability engineering; Transformer; Reliability (semiconductor); Electronic circuit; Engineering; Component (thermodynamics); Electrical engineering; Electric power system; Electric power distribution; Power quality; Power-system protection; Computer science; Power (physics); Voltage","score_opus":0.026353776099385183,"score_gpt":0.27018039640292735,"score_spread":0.24382662030354216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1877680086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94195986,0.00046753554,0.056235943,0.00013186701,0.00036004683,0.00009016883,0.000417868,0.00007997099,0.0002567289],"genre_scores_gemma":[0.99738616,0.0012602691,0.0006083333,0.0000410334,0.000045953522,0.0000044950766,0.000644581,0.0000056592576,0.0000035271323],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995864,0.0000034542452,0.00013316321,0.00011762064,0.000057190162,0.00010214973],"domain_scores_gemma":[0.9996964,0.00006577528,0.000009062078,0.00017099071,0.000020072623,0.000037712693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049850554,0.00007561519,0.00007773734,0.000015636027,0.000046835714,0.000009423347,0.000053420536,0.00003640061,0.000016005935],"category_scores_gemma":[0.00005704027,0.00006767143,0.000008908811,0.000048672206,0.000007835128,0.0002514614,0.00003821735,0.00005757518,0.000007330761],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046245102,0.0015540326,0.13745758,0.001234544,0.0045388504,0.0047595347,0.019043319,0.12383581,0.004479495,0.01630965,0.050477464,0.6358473],"study_design_scores_gemma":[0.023429152,0.0017302295,0.3749388,0.0016167447,0.0011860479,0.0017272398,0.006773196,0.38316178,0.07371729,0.029310893,0.09734525,0.0050633936],"about_ca_topic_score_codex":0.00063366274,"about_ca_topic_score_gemma":0.00080851687,"teacher_disagreement_score":0.63078386,"about_ca_system_score_codex":0.00003815206,"about_ca_system_score_gemma":0.0000048545176,"threshold_uncertainty_score":0.27595612},"labels":[],"label_agreement":null},{"id":"W1906051169","doi":"10.1109/ceidp.1990.201411","title":"High stress space charge limited current flow in dielectric oil under ramped voltage application","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Space charge; Electron; Electrohydrodynamics; Electric field; Physics; Thermal conduction; Dielectric; Population; Mechanics; Condensed matter physics; Optoelectronics; Thermodynamics; Quantum mechanics","score_opus":0.010408892962039007,"score_gpt":0.2020569577265494,"score_spread":0.1916480647645104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1906051169","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3866397,0.0035888185,0.58941734,0.00049244246,0.00085229386,0.00043069173,0.0000584241,0.0007306954,0.01778959],"genre_scores_gemma":[0.996639,0.0027674625,0.00016264709,0.000024891251,0.000065853776,0.000052419357,0.00008814546,0.000023302016,0.000176241],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993084,0.0000062487575,0.0001834375,0.00014729782,0.00011769926,0.00023693733],"domain_scores_gemma":[0.9997187,0.000044547487,0.000014836924,0.00014643808,0.000021866521,0.000053584623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003897038,0.00012856108,0.00011441684,0.00015109174,0.000023961196,0.000024436162,0.000074420124,0.00006450347,0.00022234677],"category_scores_gemma":[0.000009056917,0.00012890395,0.000027997863,0.00040575003,0.000006440973,0.00011936741,0.0000051814113,0.00014541208,0.0001383021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014555828,0.00083913014,0.0052899076,0.00040194794,0.000069688045,0.0000037735504,0.00078668905,0.21239235,0.021901669,0.028311893,0.003997059,0.72599137],"study_design_scores_gemma":[0.0004865737,0.000013574707,0.0068322034,0.000026048996,0.0000083322875,2.6312034e-7,0.0000051505945,0.9802894,0.00629149,0.00012946127,0.0057324204,0.00018510745],"about_ca_topic_score_codex":0.000053896816,"about_ca_topic_score_gemma":0.00008479501,"teacher_disagreement_score":0.767897,"about_ca_system_score_codex":0.00007989054,"about_ca_system_score_gemma":0.0000029397224,"threshold_uncertainty_score":0.52565503},"labels":[],"label_agreement":null},{"id":"W1911903158","doi":"10.1109/ceidp.1994.592088","title":"The displacement current from ramped voltage application to dielectric liquids","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Displacement current; Transformer oil; Cathode; Materials science; Dielectric; Current (fluid); Voltage; Electron; Capacitor; Displacement (psychology); Mechanics; Transformer; Electrical engineering; Physics; Optoelectronics; Engineering","score_opus":0.007984558978792076,"score_gpt":0.2139486803505654,"score_spread":0.20596412137177333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911903158","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05832179,0.001888478,0.9267218,0.00031175802,0.00043307338,0.00043533134,0.000015104012,0.00019328852,0.01167937],"genre_scores_gemma":[0.99825615,0.0012867196,0.00007581458,0.00004615662,0.00007815397,0.00010985378,0.00002147673,0.000012361791,0.00011329185],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949574,0.0000036708,0.00013649982,0.000095603275,0.0001084111,0.00016008495],"domain_scores_gemma":[0.9996872,0.000075234166,0.000007404361,0.00015698513,0.00001558389,0.000057582707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004116542,0.00007996157,0.000052321335,0.00002786405,0.00007097684,0.000039763752,0.00009240913,0.000021447659,0.00009409284],"category_scores_gemma":[0.00001012811,0.00005817435,0.000023478817,0.00015166188,0.0000048350157,0.000046702706,0.0000070930228,0.0000630654,0.0002571811],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012714266,0.00011125197,0.0007949718,0.000018407653,0.000054014115,2.8514313e-7,0.0006043524,0.009651748,0.01965394,0.009619462,0.024927475,0.93455136],"study_design_scores_gemma":[0.00015093914,0.000030764637,0.0038407736,0.000006723305,0.000010689909,6.12496e-8,0.000006765438,0.6141436,0.0047379653,0.00026131282,0.37669048,0.00011988978],"about_ca_topic_score_codex":0.000024091461,"about_ca_topic_score_gemma":0.000034646782,"teacher_disagreement_score":0.9399344,"about_ca_system_score_codex":0.00004812701,"about_ca_system_score_gemma":0.0000014861685,"threshold_uncertainty_score":0.33056283},"labels":[],"label_agreement":null},{"id":"W1940707730","doi":"10.1109/tdc.1994.328411","title":"Rehabilitation of a gassy low pressure liquid filled 115 kV cable","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Methane; Acetylene; Petroleum engineering; Electrical engineering; Environmental science; Materials science; Engineering; Chemistry","score_opus":0.0057942860963854995,"score_gpt":0.18523742973321095,"score_spread":0.17944314363682545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940707730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7016623,0.001640383,0.026120305,0.0004667608,0.000550119,0.0006263639,0.00005649365,0.0004428252,0.26843446],"genre_scores_gemma":[0.9973056,0.000100912766,0.0019891458,0.000013550756,0.000019343932,0.000013545099,0.000007946125,0.00001300501,0.00053700694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954367,0.000006740433,0.00017169627,0.00007179042,0.00009499059,0.00011108859],"domain_scores_gemma":[0.99968934,0.00010362926,0.000012819695,0.00011832855,0.000044522185,0.000031371757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004993205,0.00006771667,0.00009781161,0.000049578357,0.00001443786,0.000007136923,0.000045552184,0.000049274982,0.0011982941],"category_scores_gemma":[0.000054110515,0.0000646615,0.000037611688,0.00010116383,0.000012213574,0.00013153462,0.0000025028767,0.00004442803,0.00003555792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006407899,0.0004429598,0.0028404251,0.0016054187,0.00024190568,0.0000023932728,0.006141322,0.79069936,0.11007424,0.005928941,0.07787518,0.0040837876],"study_design_scores_gemma":[0.000864012,0.00045855145,0.005639635,0.000120960336,0.00004969147,0.0000010194807,0.0001078219,0.8979952,0.05996929,0.00019983607,0.0343271,0.00026691245],"about_ca_topic_score_codex":0.00003006325,"about_ca_topic_score_gemma":0.000008875915,"teacher_disagreement_score":0.29564324,"about_ca_system_score_codex":0.000011455358,"about_ca_system_score_gemma":0.0000023005573,"threshold_uncertainty_score":0.99971473},"labels":[],"label_agreement":null},{"id":"W1943488950","doi":"10.1109/epe.2015.7309193","title":"Investigation of sampling frequency and jitter effects on transient current signal evaluation for insulation condition monitoring","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Transient (computer programming); Voltage; Current (fluid); Electrical engineering; Sampling (signal processing); Electronic engineering; SIGNAL (programming language); Frequency response; Jitter; Engineering; Reliability engineering; Computer science","score_opus":0.0740612134546479,"score_gpt":0.3034535510307936,"score_spread":0.2293923375761457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1943488950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.819594,0.00027434487,0.17888358,0.000024825762,0.0004701145,0.00053884863,0.000009178682,0.000044084474,0.00016099168],"genre_scores_gemma":[0.99724483,0.000031835567,0.002375923,0.0000069807893,0.00011507068,0.00009029167,0.00012137371,0.000013334213,3.7999342e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993531,0.00002004928,0.00020827449,0.000106211395,0.00021738761,0.0000949939],"domain_scores_gemma":[0.999566,0.00013109461,0.000032165346,0.00005394513,0.00015511914,0.0000616519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029086508,0.00009286221,0.00009241825,0.00010747148,0.000027235423,0.000016602016,0.000020934402,0.000047799705,0.0000027799915],"category_scores_gemma":[0.000042569984,0.0000929333,0.000022388243,0.00007694883,0.000011291887,0.00021881278,0.0000014421569,0.00005103645,0.0000012227367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000683413,0.000054388784,0.0395979,0.0012575777,0.00008387731,1.7594886e-7,0.005107361,0.18042423,0.49879315,0.00541542,0.00013590722,0.26906165],"study_design_scores_gemma":[0.002106371,0.00035128903,0.2854873,0.00041489067,0.00010433706,5.0503536e-7,0.000043709708,0.38359094,0.31107512,0.016491804,0.00010270465,0.00023104293],"about_ca_topic_score_codex":0.0000050524927,"about_ca_topic_score_gemma":9.570532e-7,"teacher_disagreement_score":0.26883063,"about_ca_system_score_codex":0.000087191016,"about_ca_system_score_gemma":0.000019279107,"threshold_uncertainty_score":0.37897098},"labels":[],"label_agreement":null},{"id":"W1956752966","doi":"10.1109/iseim.1995.496509","title":"Magnetic modulation of the current response to ramped high voltage in transformer oil","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transformer oil; Transformer; Materials science; Voltage; Electrical engineering; Transformer effect; Silicone oil; Liquid dielectric; Current transformer; Optoelectronics; Dielectric; Engineering; Composite material","score_opus":0.009700616087867497,"score_gpt":0.2027747726455848,"score_spread":0.1930741565577173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956752966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846224,0.00024552428,0.010746614,0.0002776704,0.00032298942,0.00014233384,0.000012222129,0.000038727478,0.0035914946],"genre_scores_gemma":[0.999474,0.00017121414,0.00010227982,0.000023474733,0.000011858289,0.000015610018,0.0000021513704,0.000012153475,0.00018729096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994237,0.000016074799,0.00021938405,0.0000777121,0.0001286829,0.00013445922],"domain_scores_gemma":[0.99975353,0.000054828655,0.000008233087,0.00013227534,0.000017955956,0.000033144563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009821894,0.000080942016,0.00008622762,0.000097749056,0.000014606752,0.000007829381,0.00007800099,0.00003043818,0.00023538487],"category_scores_gemma":[0.00002458971,0.000062819185,0.000035487523,0.00028028694,0.000010069955,0.000073502335,0.0000028208497,0.000081719714,0.000025216836],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008313484,0.000131024,0.0019166494,0.000110835004,0.000008378208,6.3358635e-7,0.0019762632,0.15156908,0.15826774,0.0008775106,0.00056187727,0.6844969],"study_design_scores_gemma":[0.0010557532,0.00009227841,0.6195369,0.00011731829,0.0000135554155,5.3466664e-7,0.000016087872,0.3448187,0.018267028,0.00033218667,0.015513689,0.0002359864],"about_ca_topic_score_codex":0.000028318862,"about_ca_topic_score_gemma":0.00006520576,"teacher_disagreement_score":0.6842609,"about_ca_system_score_codex":0.00003729413,"about_ca_system_score_gemma":0.0000040072737,"threshold_uncertainty_score":0.25772992},"labels":[],"label_agreement":null},{"id":"W1960336233","doi":"10.1109/ceidp.1991.763942","title":"Acceptable Gas-in-oil Levels In Instrument Transformers (current Vs Voltage Equipement)","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Current (fluid); Current transformer; Transformer; Voltage; Transformer oil; Computer science; Petroleum engineering; Environmental science; Electrical engineering; Engineering","score_opus":0.01972983825877089,"score_gpt":0.24165427440183126,"score_spread":0.22192443614306037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960336233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92347246,0.00054592494,0.01156474,0.000323163,0.00046093014,0.00022189351,0.00002476025,0.000098017605,0.06328812],"genre_scores_gemma":[0.9980691,0.0013548204,0.00028298193,0.00005403246,0.000044770793,0.000038575938,0.000017380939,0.000022851575,0.00011545379],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988074,0.000006283395,0.0004025655,0.0001651862,0.00017800288,0.00044060222],"domain_scores_gemma":[0.99977636,0.000023305274,0.000011807777,0.00010026455,0.000011116029,0.000077133685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014874838,0.00017451125,0.00017215194,0.00021224802,0.000021128417,0.00003102315,0.00010501741,0.00005857239,0.0011100975],"category_scores_gemma":[0.0000049198006,0.00017706958,0.000048519825,0.0002456943,0.0000122504,0.0003205681,0.000007641553,0.00017697737,0.00010569399],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012284592,0.00017268318,0.0057555707,0.00010411854,0.000015740692,0.0000023819373,0.0007743315,0.046382535,0.0036833598,0.0006965326,0.00031034922,0.9420901],"study_design_scores_gemma":[0.00669807,0.00014613674,0.15288052,0.00039390847,0.00003070244,0.000002913078,0.00030195172,0.4957045,0.06400459,0.0006030897,0.27799278,0.0012408303],"about_ca_topic_score_codex":0.000059742877,"about_ca_topic_score_gemma":0.0012968474,"teacher_disagreement_score":0.9408493,"about_ca_system_score_codex":0.00031034157,"about_ca_system_score_gemma":0.000024343659,"threshold_uncertainty_score":0.999803},"labels":[],"label_agreement":null},{"id":"W1965805911","doi":"10.1109/icelmach.2012.6350080","title":"A comprehensive condition monitoring solution for the transformer","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; QPS Photronics (Canada)","funders":"","keywords":"Electromagnetic coil; Vibration; Transformer; Fiber Bragg grating; Acoustics; Electrical engineering; Temperature measurement; Current transformer; Optical fiber; Engineering; Materials science; Voltage; Physics","score_opus":0.02821618857017831,"score_gpt":0.26117170616561414,"score_spread":0.2329555175954358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965805911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070472196,0.0013449221,0.9223759,0.00014114163,0.0015186779,0.00040451472,0.000018189412,0.00015434752,0.0035701138],"genre_scores_gemma":[0.99853116,0.00027196982,0.00077370624,0.000024949897,0.00026342156,0.000084479965,0.000017754399,0.000012952809,0.000019597654],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996216,0.0000025744778,0.00009134536,0.000036119534,0.000058365127,0.00018997204],"domain_scores_gemma":[0.9997546,0.0001261118,0.000005595036,0.000053404405,0.000027433069,0.00003284173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046209185,0.000064862725,0.00004902849,0.000021095464,0.00008718042,0.000013757188,0.000032741642,0.00003372337,0.000026685919],"category_scores_gemma":[0.000003037137,0.00004706248,0.000041634135,0.000044168046,0.0000113319065,0.00023707285,8.109009e-7,0.000043425334,0.000018400895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081630234,0.00023836519,0.016284365,0.00071544613,0.0007206165,3.5346432e-7,0.007666292,0.04445251,0.4764349,0.04294398,0.018025741,0.39243582],"study_design_scores_gemma":[0.0013579789,0.000078094425,0.22704238,0.000051462106,0.00016556436,0.000006448335,0.0004823787,0.25069857,0.19805665,0.00074505276,0.32083598,0.0004794232],"about_ca_topic_score_codex":0.0000071559157,"about_ca_topic_score_gemma":0.0000011120906,"teacher_disagreement_score":0.928059,"about_ca_system_score_codex":0.000026021982,"about_ca_system_score_gemma":0.0000022349425,"threshold_uncertainty_score":0.19191523},"labels":[],"label_agreement":null},{"id":"W1966617367","doi":"10.1016/j.elstat.2005.03.048","title":"Comparison of conduction and induction charging in liquid spraying","year":2005,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Electrode; Nozzle; Thermal conduction; Electric field; Voltage; Space charge; Current (fluid); Materials science; Electrical engineering; Mechanics; Electrostatic induction; Chemistry; Composite material; Physics; Engineering; Thermodynamics","score_opus":0.01905983603670186,"score_gpt":0.28577242848095363,"score_spread":0.2667125924442518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966617367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745475,0.00095032895,0.024097977,0.000112199006,0.00014215984,0.000037763846,9.166838e-7,0.0000055310193,0.000105644],"genre_scores_gemma":[0.9961821,0.0006857128,0.0030370636,0.0000090074145,0.0000753386,3.4117738e-7,0.0000013114118,0.000008259605,8.955042e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937224,0.0000093472345,0.00039480272,0.000028928258,0.00009877645,0.00009588439],"domain_scores_gemma":[0.9997394,0.000040791503,0.00010907518,0.00002669445,0.00005823099,0.000025814425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016501255,0.000053508167,0.00015140005,0.00017256098,0.000013416619,0.000009969056,0.000024670107,0.00003469833,0.0000039003858],"category_scores_gemma":[0.00003080466,0.000053800763,0.000017933271,0.000115081835,0.000014155948,0.00028209732,0.0000017157639,0.00018483381,2.8623347e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076590666,0.000112404945,0.01215583,0.00010795668,0.000049206534,0.0000017119977,0.004307907,0.08142117,0.87641364,0.001199993,0.00017442342,0.023979172],"study_design_scores_gemma":[0.001397387,0.0011250523,0.02563158,0.00027386076,0.000065142536,0.00007952683,0.00073668064,0.1846694,0.7824779,0.00064792833,0.0026720285,0.00022346698],"about_ca_topic_score_codex":0.0000017152983,"about_ca_topic_score_gemma":0.000007452111,"teacher_disagreement_score":0.10324824,"about_ca_system_score_codex":0.00006191253,"about_ca_system_score_gemma":0.000014735446,"threshold_uncertainty_score":0.21939315},"labels":[],"label_agreement":null},{"id":"W1972340975","doi":"10.1109/tpwrd.2014.2316501","title":"Investigations Into the Stray Gassing of Oils in the Fault Diagnosis of Transformers","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Oxygen; Dissolved gas analysis; Hydrocarbon; Analytical Chemistry (journal); Transformer oil; Chemistry; Electrical engineering; Engineering; Materials science; Waste management; Organic chemistry","score_opus":0.010694106277893469,"score_gpt":0.21265421234926776,"score_spread":0.2019601060713743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972340975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67672074,0.000105244726,0.32063076,0.00033089684,0.00030968146,0.00022135607,0.00003728053,0.000031011496,0.0016130576],"genre_scores_gemma":[0.99893117,0.000568958,0.0002736884,0.00012029699,0.000009160689,0.00006957378,0.0000039860147,0.000019906422,0.000003254452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895626,0.000069167,0.00041605238,0.00012011453,0.00025640515,0.00018200676],"domain_scores_gemma":[0.99906087,0.000576999,0.000041110976,0.00022661436,0.00005442331,0.000039980816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029339528,0.00015099958,0.00017383599,0.00018794264,0.00010361498,0.000019495363,0.00020458103,0.00008278203,0.00004205731],"category_scores_gemma":[0.000010371725,0.00010732886,0.00013247604,0.0004381972,0.0001535961,0.00020603386,3.1719628e-7,0.00026304033,0.0000053713625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049193615,0.0005816271,0.00094635674,0.00027742345,0.00023120918,0.0000019534657,0.03510787,0.82023007,0.039673183,0.0012415801,0.00036661475,0.10129294],"study_design_scores_gemma":[0.0021054687,0.000675103,0.017793681,0.0007544663,0.0003861867,0.000007963313,0.0034541148,0.10113601,0.8655881,0.002058837,0.00526979,0.00077026174],"about_ca_topic_score_codex":0.00022377307,"about_ca_topic_score_gemma":0.00037008215,"teacher_disagreement_score":0.8259149,"about_ca_system_score_codex":0.000038031914,"about_ca_system_score_gemma":0.000027463035,"threshold_uncertainty_score":0.43767437},"labels":[],"label_agreement":null},{"id":"W1974913375","doi":"10.1007/s10800-006-9220-1","title":"The influence of bubble shape and the thickness of the wetting film on the incremental electrical resistance caused by the presence of a single bubble in Hall-Héroult cells","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Wetting; Bubble; Anode; Electrolyte; Materials science; Ohmic contact; Finite element method; Contact resistance; Composite material; Mechanics; Chemistry; Layer (electronics); Thermodynamics; Electrode; Physics","score_opus":0.0026543369512357405,"score_gpt":0.17115706097359043,"score_spread":0.1685027240223547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974913375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957884,0.0010904976,0.00010435811,0.0004957248,0.000020681327,0.00021832855,0.00000634322,0.000004065433,0.0022716287],"genre_scores_gemma":[0.9996245,0.00022547315,0.000026538866,0.000041390856,0.000032637836,0.0000112063735,8.072991e-7,0.000012408942,0.000025027566],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857134,0.00004057999,0.00063680677,0.00009062443,0.00043052432,0.00023015375],"domain_scores_gemma":[0.9981263,0.0011413398,0.00038781855,0.00022569971,0.000099524485,0.00001928288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083346525,0.00013459026,0.00021430205,0.000018908071,0.0001296387,0.000029805891,0.0005012691,0.00007327006,0.000002662278],"category_scores_gemma":[0.00012021844,0.00006114012,0.00007062065,0.0003138719,0.00024809744,0.00004688019,0.000026625376,0.000528612,1.01540415e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018182507,0.00004913368,0.00020921703,0.000054589935,0.00003265783,2.7346616e-7,0.00024064528,0.009857002,0.98774385,0.0009898805,0.00057540566,0.00006551754],"study_design_scores_gemma":[0.0006416302,0.000032076525,0.0016518976,0.00012094737,0.000033282264,0.0000044190697,0.00014581573,0.003211507,0.9926461,0.0012415769,0.00020273896,0.000068007525],"about_ca_topic_score_codex":0.000024908337,"about_ca_topic_score_gemma":0.00003131003,"teacher_disagreement_score":0.0066454946,"about_ca_system_score_codex":0.00006527154,"about_ca_system_score_gemma":0.000056579527,"threshold_uncertainty_score":0.24932218},"labels":[],"label_agreement":null},{"id":"W1975880037","doi":"10.1109/ichve.2010.5640853","title":"Long gap breakdown of natural ester fluid","year":2010,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Mineral oil; Liquid dielectric; Breakdown voltage; Transformer oil; Materials science; Transformer; Dielectric; Partial discharge; Composite material; Electric breakdown; Impulse (physics); Dielectric strength; Voltage; Petroleum engineering; Electrical engineering; Geology; Optoelectronics; Engineering; Physics; Metallurgy","score_opus":0.005161927138501047,"score_gpt":0.20161535097385763,"score_spread":0.19645342383535658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975880037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463476,0.00008146708,0.006194189,0.00003880057,0.00091622304,0.000056165678,0.000003790241,0.00008662444,0.046275146],"genre_scores_gemma":[0.9991759,0.00002214788,0.0006059236,0.00002262999,0.000040811206,0.0000016109325,0.000008467278,0.000009202106,0.0001133136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997096,0.0000010974701,0.000098971694,0.00004376358,0.000059008453,0.00008755367],"domain_scores_gemma":[0.9998382,0.000021613445,0.000005160963,0.00008881794,0.000021294642,0.000024967092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028151973,0.000052079813,0.000056914596,0.000031892007,0.000008434599,0.000008693921,0.000047547717,0.000037935257,0.00022483995],"category_scores_gemma":[0.000006692788,0.000044291715,0.000025900626,0.00004499136,0.000012017693,0.000098797536,0.0000036497722,0.00009024977,0.000027869912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008881514,0.000056900186,0.023540411,0.00017694567,0.00006957904,0.0000041018616,0.00038212407,0.002082217,0.91619635,0.014952779,0.003358806,0.039170895],"study_design_scores_gemma":[0.00060603285,0.00003499734,0.43059248,0.000035443405,0.000024381125,0.000012970707,0.000011851878,0.11103817,0.4472185,0.00048206435,0.00961707,0.00032602556],"about_ca_topic_score_codex":0.000012202742,"about_ca_topic_score_gemma":0.000068653804,"teacher_disagreement_score":0.46897787,"about_ca_system_score_codex":0.0000033361905,"about_ca_system_score_gemma":0.0000032850173,"threshold_uncertainty_score":0.24618399},"labels":[],"label_agreement":null},{"id":"W1978188486","doi":"10.1109/cpre.2014.6799037","title":"Low second-harmonic content in transformer inrush currents - Analysis and practical solutions for protection security","year":2014,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Inrush current; Dependability; Transformer; Differential protection; Computer science; Reliability engineering; Harmonic analysis; Electrical engineering; Engineering; Electronic engineering; Voltage","score_opus":0.035270410018251756,"score_gpt":0.2570788059887313,"score_spread":0.22180839597047952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978188486","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44436035,0.000039566945,0.5538902,0.00018331972,0.00011085367,0.00045106257,0.000027206142,0.00005746547,0.0008799246],"genre_scores_gemma":[0.9993067,0.00009388882,0.00033947572,0.000030828207,0.000021450238,0.00015018972,0.000034474175,0.000010376581,0.0000126176255],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931633,0.000015827538,0.00021808902,0.00013837226,0.00007474258,0.00023664263],"domain_scores_gemma":[0.9997462,0.00007131695,0.000014094403,0.00007107359,0.00003526896,0.00006203486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023191776,0.00009936133,0.0001540555,0.00017647365,0.000055432472,0.000030661187,0.000021350406,0.00007275868,0.00007460367],"category_scores_gemma":[0.00004111785,0.000096004325,0.00006997679,0.00022690062,0.000017333656,0.00020552197,0.0000027132598,0.0001279944,0.0000039898287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009854733,0.0061648125,0.088593684,0.0075137615,0.009058055,0.000010378375,0.014856989,0.053654328,0.19804494,0.13794675,0.0061015408,0.4770693],"study_design_scores_gemma":[0.0012697737,0.000106621024,0.050582614,0.000024936522,0.00022312297,0.0000021946687,0.00004773144,0.9260455,0.0148296775,0.0016025623,0.0050257947,0.00023947479],"about_ca_topic_score_codex":0.00007370158,"about_ca_topic_score_gemma":0.0013094855,"teacher_disagreement_score":0.87239116,"about_ca_system_score_codex":0.000045191366,"about_ca_system_score_gemma":0.000009047784,"threshold_uncertainty_score":0.39149427},"labels":[],"label_agreement":null},{"id":"W1978208971","doi":"10.1109/mei.2002.1014964","title":"Challenge of mixed insulating liquids for use in high-voltage transformers.1. Investigation of mixed liquids","year":2002,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Transformer oil; Materials science; Moisture; Dielectric; Liquid dielectric; Transformer; Water content; Service life; Voltage; Chemical engineering; Composite material; Metallurgy; Electrical engineering; Optoelectronics","score_opus":0.030937743009577783,"score_gpt":0.22829104335696418,"score_spread":0.1973533003473864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978208971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88137066,0.0002953621,0.116822325,0.0000795711,0.00032484528,0.0006597485,0.00006606711,0.00010679892,0.00027460224],"genre_scores_gemma":[0.9966819,0.0004675521,0.0024662167,0.000016498556,0.00008838333,0.00006762362,0.00012464962,0.00006191224,0.000025248799],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978167,0.000050244405,0.0011258445,0.00027343267,0.00033197156,0.00040180524],"domain_scores_gemma":[0.9988249,0.000503492,0.00015153998,0.0001914912,0.00022068509,0.00010787555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028436998,0.00027619806,0.00048315848,0.0005851185,0.000043019485,0.000019955229,0.00012466768,0.0002782358,0.000030994117],"category_scores_gemma":[0.00018817,0.0003044073,0.00012963101,0.0011135314,0.00006170286,0.00058391364,0.0000052970727,0.00023775913,0.0000070816227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003351748,0.00061328313,0.026849875,0.0009939566,0.0001870185,0.0000046998002,0.001331909,0.13269606,0.78409153,0.009254838,0.00061088876,0.043030743],"study_design_scores_gemma":[0.0024253805,0.00066370465,0.17374799,0.00012575374,0.000052583113,0.0000010877488,0.0000037116918,0.73891485,0.08197402,0.0014185397,0.0003116225,0.00036074044],"about_ca_topic_score_codex":0.00004024294,"about_ca_topic_score_gemma":0.000059184593,"teacher_disagreement_score":0.7021175,"about_ca_system_score_codex":0.00012591267,"about_ca_system_score_gemma":0.000018938916,"threshold_uncertainty_score":0.9999408},"labels":[],"label_agreement":null},{"id":"W1982524190","doi":"10.1109/naps.2011.6024859","title":"Comparative studies of the stabilities to oxidation and electrical discharge between ester fluids and transformer oils","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Flammable liquid; Mineral oil; Transformer oil; Transformer; Materials science; Petroleum engineering; Environmental science; Forensic engineering; Pulp and paper industry; Process engineering; Waste management; Engineering; Metallurgy; Voltage; Electrical engineering","score_opus":0.05766758371802141,"score_gpt":0.2694455756799216,"score_spread":0.2117779919619002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982524190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892472,0.00033563116,0.007930388,0.00004757575,0.000036152625,0.00019437319,0.0000123744485,0.00001828439,0.002177995],"genre_scores_gemma":[0.9993868,0.00013882628,0.00041485133,0.000014839749,0.000009388373,0.000011363047,0.0000016844933,0.000004969451,0.000017310993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99962,0.000010015146,0.0001463603,0.000068161324,0.000063101215,0.00009231447],"domain_scores_gemma":[0.9997989,0.00007987166,0.000006820456,0.000052554653,0.000029930969,0.000031933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058008027,0.00007401881,0.00014044819,0.000032627926,0.000031968742,0.000006901176,0.000029693032,0.000022869228,0.000011698598],"category_scores_gemma":[0.000009067172,0.000046945333,0.00001528952,0.000074161784,0.000049455826,0.00013002047,0.0000050330354,0.000040063194,9.461639e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008278129,0.0001466711,0.4422513,0.0006934053,0.0009038548,3.44619e-7,0.22588712,0.00010555864,0.2725809,0.034182806,0.00077562715,0.022389634],"study_design_scores_gemma":[0.0002425555,0.00013600917,0.53555614,0.000030639192,0.00005154306,4.985369e-7,0.0008027523,0.00047630726,0.46120086,0.0011584589,0.00021515858,0.00012907445],"about_ca_topic_score_codex":0.000013930429,"about_ca_topic_score_gemma":0.00002688262,"teacher_disagreement_score":0.22508436,"about_ca_system_score_codex":0.000009878491,"about_ca_system_score_gemma":0.0000034761347,"threshold_uncertainty_score":0.19143751},"labels":[],"label_agreement":null},{"id":"W1984029229","doi":"10.1109/epepemc.2014.6980597","title":"Increasing accuracy of winding insulation state indicator of three phase inverter-fed machines using two current sensors only","year":2014,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Stator; Transient (computer programming); Voltage; Electromagnetic coil; Transient state; Electrical engineering; Engineering; Sensitivity (control systems); Inverter; Current sensor; Control theory (sociology); Computer science; Materials science; Electronic engineering","score_opus":0.021888927739317512,"score_gpt":0.28779160226188905,"score_spread":0.26590267452257155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984029229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8337247,0.000079681115,0.16542734,0.000004580619,0.00020874034,0.00015833137,0.00002969238,0.000062637664,0.0003043084],"genre_scores_gemma":[0.99752104,0.00004803292,0.0023141482,0.00000550955,0.000043054028,0.0000013889282,0.000037914113,0.000028494724,4.4386235e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989502,0.00003703879,0.00050216366,0.00012789133,0.0002011714,0.00018155226],"domain_scores_gemma":[0.9993424,0.00022623388,0.0001489669,0.00015809013,0.000056559118,0.00006774224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026882434,0.0001576716,0.00024434703,0.0002640144,0.00004189672,0.00001880694,0.00008796988,0.000039284736,0.000026149253],"category_scores_gemma":[0.00013145273,0.00015170747,0.000057878853,0.00021283084,0.000032669835,0.00032987952,0.000016354228,0.000106567044,0.0000025752784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108614724,0.00026224877,0.25103,0.0005962116,0.00013471422,7.231595e-7,0.0012929961,0.0919949,0.33998206,0.0016663364,0.000008872431,0.31292233],"study_design_scores_gemma":[0.0012673569,0.000051454455,0.058172766,0.00016731129,0.000042080654,0.0000029764844,0.000008764484,0.91435546,0.025109714,0.0005777255,0.000079497135,0.0001649118],"about_ca_topic_score_codex":0.00031304162,"about_ca_topic_score_gemma":0.00004390851,"teacher_disagreement_score":0.8223606,"about_ca_system_score_codex":0.000046186604,"about_ca_system_score_gemma":0.000029284594,"threshold_uncertainty_score":0.61864513},"labels":[],"label_agreement":null},{"id":"W1984636526","doi":"10.1109/elinsl.2008.4570308","title":"An Approach to Determine the Health Index of Power Transformers","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Reliability engineering; Dissolved gas analysis; Tap changer; Transformer; Weighting; Bushing; Computer science; Condition monitoring; Engineering; Transformer oil; Electrical engineering; Voltage; Structural engineering; Medicine","score_opus":0.018077270299097076,"score_gpt":0.22906310478912234,"score_spread":0.21098583449002525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984636526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53260696,0.000076593096,0.418362,0.0001579105,0.000099425146,0.000279664,0.00001145288,0.00008353733,0.048322465],"genre_scores_gemma":[0.9985632,0.00010100845,0.001032622,0.0002423057,0.000011869895,0.000010211751,0.000007976208,0.000014343094,0.000016518896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994696,0.0000070149244,0.00017702761,0.0000735905,0.00011332492,0.00015946123],"domain_scores_gemma":[0.99975044,0.000016567705,0.000008580532,0.000121624325,0.000016905215,0.0000858979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008012884,0.00007659303,0.00010429164,0.000052730258,0.000045882018,0.000004460097,0.00009226721,0.000027387618,0.000025180538],"category_scores_gemma":[0.0000024139865,0.00005324663,0.000031279254,0.00014735326,0.00002130644,0.00009296297,0.0000015970908,0.00005767971,0.000004116435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021723425,0.0018549343,0.043507263,0.000701996,0.00040064083,0.0000067644423,0.07872034,0.5310112,0.029727818,0.016328856,0.015401112,0.28212184],"study_design_scores_gemma":[0.0014108124,0.001045694,0.5061304,0.000042319916,0.000017422102,0.000046564506,0.00091679726,0.44818473,0.019706232,0.0001674769,0.02165733,0.00067422],"about_ca_topic_score_codex":0.000068996655,"about_ca_topic_score_gemma":0.000015757325,"teacher_disagreement_score":0.46595618,"about_ca_system_score_codex":0.00001816168,"about_ca_system_score_gemma":0.000019005502,"threshold_uncertainty_score":0.21713345},"labels":[],"label_agreement":null},{"id":"W1985852679","doi":"10.1016/j.chroma.2012.07.069","title":"Robust and sensitive analysis of methanol and ethanol from cellulose degradation in mineral oils","year":2012,"lang":"en","type":"article","venue":"Journal of Chromatography A","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"National Institute of Standards and Technology; Hydro-Québec","keywords":"Chemistry; Chromatography; Methanol; Reproducibility; Detection limit; Cellulose; Mineral oil; Gas chromatography; Cellulosic ethanol; Analyte; Analytical Chemistry (journal); Organic chemistry","score_opus":0.013208654411226211,"score_gpt":0.21330920716664964,"score_spread":0.20010055275542343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985852679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848551,0.0024896571,0.01234418,0.000016396432,0.000085206,0.000041682822,0.00002247839,0.000005631665,0.0001396288],"genre_scores_gemma":[0.99577975,0.00085870345,0.0033056398,0.000007829994,0.000029901092,7.0264554e-7,0.000009523467,0.000007526215,4.0564072e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935246,0.000028686502,0.00033280707,0.00004947695,0.00012458331,0.000111976806],"domain_scores_gemma":[0.9995895,0.00013275002,0.000105694984,0.000047281603,0.000049605507,0.000075157055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019360414,0.000087183435,0.00027922945,0.0007778522,0.000008709717,0.0000123036525,0.000026667132,0.00006048908,0.0000065620807],"category_scores_gemma":[0.000016569935,0.00007915298,0.00009523211,0.00056700496,0.000028287532,0.00031524836,0.0000043604427,0.000097928256,9.860712e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004448649,0.00016006675,0.53748983,0.00008859941,0.0025693506,0.000014214024,0.004960167,0.0046979627,0.4422786,0.00017245075,0.00006562364,0.0074586677],"study_design_scores_gemma":[0.00057791104,0.000044421653,0.86530757,0.0000855468,0.0007726224,0.0000093225135,0.0001198745,0.025298933,0.10757378,0.00007373299,0.000024885707,0.00011141704],"about_ca_topic_score_codex":0.000053940763,"about_ca_topic_score_gemma":0.000028088174,"teacher_disagreement_score":0.33470482,"about_ca_system_score_codex":0.000010755702,"about_ca_system_score_gemma":0.0000051849634,"threshold_uncertainty_score":0.3227765},"labels":[],"label_agreement":null},{"id":"W1988400047","doi":"10.1109/tpwrd.2012.2205165","title":"Calculation of a Health Index for Oil-Immersed Transformers Rated Under 69 kV Using Fuzzy Logic","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer; Fuzzy logic; Oil analysis; Transformer oil; Voltage; Reliability engineering; Dissolved gas analysis; Fuzzy set; Engineering; Asset management; Computer science; Electronic engineering; Data mining; Electrical engineering; Petroleum engineering; Artificial intelligence; Business","score_opus":0.03411303514187568,"score_gpt":0.2674807606082913,"score_spread":0.2333677254664156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988400047","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19535281,0.00047889614,0.8019967,0.00007530085,0.0011390975,0.0002964404,0.00011024885,0.00010648329,0.00044404285],"genre_scores_gemma":[0.99836606,0.00045943467,0.00087066414,0.00014012399,0.00002209549,0.000034008117,0.000027811608,0.00005610776,0.000023720098],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985788,0.000036493966,0.0005244167,0.00016948201,0.00021558865,0.00047520606],"domain_scores_gemma":[0.9994496,0.00010222267,0.00007000214,0.00014594449,0.000096769494,0.00013544537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002433772,0.00023812124,0.00030049906,0.00031102524,0.00015243432,0.0000147657165,0.00006903231,0.00016524128,0.00006426282],"category_scores_gemma":[0.000001946974,0.00025243734,0.00020028836,0.00034955054,0.00004421409,0.0004239761,2.6560858e-7,0.00017875023,0.000009633292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018413384,0.00044731176,0.00010511376,0.00031055673,0.0003376416,3.8848145e-7,0.001757028,0.93274826,0.026927315,0.00027955175,0.00009078671,0.03681189],"study_design_scores_gemma":[0.009028374,0.0010683857,0.00849976,0.00074916135,0.00064791273,0.00002577602,0.0016462067,0.8224405,0.14973821,0.00070464145,0.0033017881,0.0021492955],"about_ca_topic_score_codex":0.00011170951,"about_ca_topic_score_gemma":0.0000188488,"teacher_disagreement_score":0.8030132,"about_ca_system_score_codex":0.00024251976,"about_ca_system_score_gemma":0.00007020517,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W1991302593","doi":"10.1109/ichve.2012.6357100","title":"Switching impulse of long oil gaps of natural ester fluid","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Bushing; Mineral oil; Impulse (physics); Electrode; Materials science; Liquid dielectric; Breakdown voltage; Voltage; Shield; Dielectric; Dielectric strength; Transformer oil; High voltage; Silicone oil; Composite material; Petroleum; Electric breakdown; Mechanics; Electrical engineering; Optoelectronics; Geology; Engineering; Chemistry; Physics; Transformer; Metallurgy","score_opus":0.005806697468411188,"score_gpt":0.20961345782531587,"score_spread":0.20380676035690468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991302593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773598,0.0011460636,0.009592777,0.000009872269,0.00044206245,0.000022042937,0.0000026754155,0.000036738704,0.011387974],"genre_scores_gemma":[0.9991938,0.00012675619,0.0005629916,0.000011653476,0.000043038133,0.0000011143123,0.0000057681036,0.000011193315,0.00004371542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995767,0.0000032023165,0.0001713594,0.00003482714,0.00007772639,0.00013620425],"domain_scores_gemma":[0.9998136,0.000034468507,0.00001434419,0.000082495426,0.000021443446,0.000033632055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006520598,0.000062390354,0.00009448803,0.00004697946,0.000007772127,0.0000036272693,0.000043889246,0.000031386597,0.00005445194],"category_scores_gemma":[0.0000093026465,0.000053504296,0.000038243386,0.000060281112,0.000006464207,0.00021989252,0.000006329384,0.000053378222,0.000006567938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020040416,0.00014680003,0.09541395,0.0011211153,0.00016415057,0.0000014367264,0.0032303892,0.006412002,0.7305993,0.003524715,0.00044045993,0.15892564],"study_design_scores_gemma":[0.00048597163,0.00002902556,0.2259166,0.00014878361,0.000039827366,0.0000054805737,0.000071455004,0.035441678,0.7368807,0.000044319517,0.0006986713,0.0002375067],"about_ca_topic_score_codex":0.000016992104,"about_ca_topic_score_gemma":0.000004926208,"teacher_disagreement_score":0.15868814,"about_ca_system_score_codex":0.000009777399,"about_ca_system_score_gemma":0.0000028869265,"threshold_uncertainty_score":0.21818419},"labels":[],"label_agreement":null},{"id":"W1991740307","doi":"10.1109/ccece.2012.6334968","title":"Filtering out spikes from sensors in power converters system using discrete wavelet transform","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Converters; Power (physics); Discrete wavelet transform; Computer science; Electronic engineering; Switched-mode power supply; Wavelet; Wavelet transform; Voltage; Electrical engineering; Engineering; Artificial intelligence; Physics","score_opus":0.014320321361858141,"score_gpt":0.21750171419472825,"score_spread":0.2031813928328701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991740307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86795336,0.00014625148,0.11602869,0.000023006036,0.0010419793,0.00018355036,0.000053895677,0.00020133903,0.014367904],"genre_scores_gemma":[0.9985229,0.000026748816,0.0012847491,0.00001963161,0.00006384213,0.0000058498163,0.00002509005,0.000037044025,0.000014147162],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910235,0.000009780667,0.0002775407,0.00011124027,0.00011977238,0.00037928973],"domain_scores_gemma":[0.99971145,0.00004264646,0.000013356086,0.0001224657,0.000009379936,0.000100680685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085641586,0.00016954653,0.00019056558,0.00009341606,0.000027150614,0.000030953495,0.0000650008,0.00008169284,0.0001049522],"category_scores_gemma":[0.0000034042178,0.00015899046,0.000056044504,0.00007344984,0.0000144945,0.00043597398,0.0000053865874,0.00010462689,0.000042807413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020034015,0.0003498889,0.15430711,0.0023630324,0.000877106,0.00013137744,0.08711681,0.15399939,0.5646166,0.011832483,0.0009268279,0.023279008],"study_design_scores_gemma":[0.0012760998,0.000030000376,0.03966619,0.00048617553,0.00006069553,0.000010038988,0.0022067025,0.8721745,0.08051083,0.000042796848,0.0027007852,0.0008351856],"about_ca_topic_score_codex":0.00023847674,"about_ca_topic_score_gemma":0.000045453624,"teacher_disagreement_score":0.7181751,"about_ca_system_score_codex":0.00014301257,"about_ca_system_score_gemma":0.0000048212655,"threshold_uncertainty_score":0.6483443},"labels":[],"label_agreement":null},{"id":"W1992910038","doi":"10.1109/ceidp.2008.4772929","title":"Influence of Temperature and Moisture on the Dielectric Response of Oil-Paper Insulation System","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Dielectric response; Transformer; Materials science; Dielectric; Temperature measurement; Transformer oil; Arrhenius equation; Frequency response; Moisture; Temperature coefficient; Activation energy; Electrical engineering; Composite material; Electronic engineering; Thermodynamics; Engineering; Voltage; Optoelectronics; Physics; Chemistry","score_opus":0.005137830145272233,"score_gpt":0.17943919914074355,"score_spread":0.17430136899547133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992910038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973269,0.00025767507,0.000049728267,0.000047410827,0.000022500926,0.00006152431,0.0000063249718,0.000033170567,0.0021947757],"genre_scores_gemma":[0.99962884,0.0002581412,0.000033316308,0.000028383938,0.0000075263333,0.0000045426414,0.0000017570161,0.000007330457,0.000030139032],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99960774,0.000021567772,0.00014849337,0.000055689812,0.00010317685,0.00006334224],"domain_scores_gemma":[0.99964356,0.00016635374,0.000020045265,0.00010653583,0.000047497982,0.000015977108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009612539,0.00006611763,0.000087235116,0.000057447905,0.00003421296,0.0000033829979,0.000040948045,0.000058871276,0.0000025637908],"category_scores_gemma":[0.000051156294,0.000043019674,0.000016709399,0.00018498702,0.000023195515,0.000073121555,0.00000293431,0.00007514164,0.0000010437419],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016336092,0.000030736002,0.0052105,0.00025778983,0.000044158485,0.0000026078837,0.0011961494,0.14062423,0.8347795,0.017216643,0.00012694538,0.00034737505],"study_design_scores_gemma":[0.00019061622,0.00007965886,0.9131952,0.00010133822,0.0000085350375,0.0000061336227,0.000031797517,0.010026755,0.07607895,0.0000144640535,0.00019482362,0.000071746355],"about_ca_topic_score_codex":0.000016302787,"about_ca_topic_score_gemma":0.000001671503,"teacher_disagreement_score":0.9079847,"about_ca_system_score_codex":0.000016110327,"about_ca_system_score_gemma":0.000009922134,"threshold_uncertainty_score":0.17542914},"labels":[],"label_agreement":null},{"id":"W1993344478","doi":"10.1109/tdei.2009.4815154","title":"Editorial: electrohydrodynamics (EHD) and flow electrification","year":2009,"lang":"en","type":"editorial","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrohydrodynamics; Electrification; Database transaction; Electrical engineering; Flow (mathematics); Engineering physics; Computer science; Materials science; Engineering; Mechanics; Electricity; Chemistry; Physics; Electrode","score_opus":0.004430141258645666,"score_gpt":0.2097977087649574,"score_spread":0.20536756750631174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993344478","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010721595,0.0021691434,0.36871117,0.00005419629,0.6262616,0.0006727537,0.0001311512,0.0005496201,0.0003782293],"genre_scores_gemma":[0.3079535,0.06512788,0.0005105777,0.000059596427,0.62515473,0.00014404564,0.000671041,0.00024009548,0.00013852696],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969118,0.00006578574,0.00070755096,0.00070098246,0.00087105116,0.00074282],"domain_scores_gemma":[0.9982049,0.000796362,0.00012820137,0.00031041546,0.0003101086,0.00025000467],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00030864932,0.00067546626,0.0005980085,0.0008774109,0.0003406752,0.00026738783,0.00016855888,0.0017093348,0.000005796807],"category_scores_gemma":[0.00010392228,0.00074305164,0.00013795841,0.0012753471,0.00004526955,0.00032466478,7.1580246e-7,0.0020767886,0.000010608357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023548237,0.0003326713,0.000002261573,0.00016720631,0.00026077972,0.0000031464301,0.00012280678,0.031412102,0.008130403,0.0002885544,0.5967226,0.362322],"study_design_scores_gemma":[0.0009258342,0.001019715,0.00009056658,0.00006444309,0.0003020189,0.0000043703985,9.997007e-7,0.7108928,0.0030140951,0.0018521701,0.2808832,0.0009497819],"about_ca_topic_score_codex":0.000031436473,"about_ca_topic_score_gemma":0.000020609115,"teacher_disagreement_score":0.67948073,"about_ca_system_score_codex":0.00046362952,"about_ca_system_score_gemma":0.00014872174,"threshold_uncertainty_score":0.99958664},"labels":[],"label_agreement":null},{"id":"W1995865560","doi":"10.1016/j.epsr.2009.10.008","title":"Asset management techniques for transformers","year":2009,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":214,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reliability engineering; Transformer; Asset management; Electric power system; Risk analysis (engineering); Engineering; Reliability (semiconductor); Electric power industry; Computer science; Electrical engineering; Power (physics); Business; Electricity; Finance; Voltage","score_opus":0.024115828479176184,"score_gpt":0.3124442116706486,"score_spread":0.2883283831914724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995865560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014109956,0.00494704,0.6696886,0.00040402447,0.0008093485,0.0051120967,0.0000489346,0.0010619002,0.3038181],"genre_scores_gemma":[0.99781173,0.0009652597,0.00032216657,0.000017890723,0.000058751488,0.00033882228,0.000023413964,0.00003245642,0.0004294825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820256,0.00003959125,0.000291387,0.0002151916,0.0005083682,0.000742917],"domain_scores_gemma":[0.9994281,0.0001183094,0.000012050225,0.00019052015,0.00014182524,0.00010918424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097249076,0.00015031856,0.00018124447,0.00059340295,0.00013385246,0.00011262987,0.00021808983,0.00011231635,0.000010444962],"category_scores_gemma":[0.000018450273,0.00014586361,0.00007210383,0.00080671575,0.000013084504,0.0001618723,0.0000038002208,0.00025546114,0.000028875142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022662051,0.0005440734,0.00015635477,0.0016866982,0.0006248883,0.00006860522,0.0009112606,0.002104839,0.08454141,0.09639752,0.28699476,0.525743],"study_design_scores_gemma":[0.0011374878,0.0016609116,0.0031566047,0.00027281124,0.000035172452,0.000023782899,0.0001610044,0.076414295,0.047347944,0.0026028669,0.8664318,0.0007553635],"about_ca_topic_score_codex":0.000010451453,"about_ca_topic_score_gemma":0.0000011660212,"teacher_disagreement_score":0.9837018,"about_ca_system_score_codex":0.00022483594,"about_ca_system_score_gemma":0.000024171668,"threshold_uncertainty_score":0.59481454},"labels":[],"label_agreement":null},{"id":"W1998342840","doi":"10.1016/j.ijepes.2013.06.037","title":"Relationship between static electrification of transformer oils with turbidity and spectrophotometry measurements","year":2013,"lang":"en","type":"article","venue":"International Journal of Electrical Power & Energy Systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Turbidity; Transformer oil; Electrification; Transformer; Spectrophotometry; Environmental science; Engineering; Chemistry; Electrical engineering; Voltage; Chromatography; Geology","score_opus":0.01908589421402108,"score_gpt":0.23009164008264194,"score_spread":0.21100574586862086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998342840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83731496,0.0012510358,0.15933207,0.00011098027,0.00049460685,0.00013569549,0.000010557395,0.000021157324,0.0013289578],"genre_scores_gemma":[0.99932843,0.00014666235,0.00030939726,0.000014034807,0.00014421229,0.00000900098,0.000011964515,0.000021274887,0.000015043887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983018,0.000046900517,0.00068181375,0.00010002454,0.0006904067,0.00017903702],"domain_scores_gemma":[0.99874896,0.00026234743,0.00021798481,0.00007829394,0.0005796025,0.000112825524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023571949,0.00014079902,0.00026058557,0.00043279448,0.000024292893,0.00006395086,0.00018244036,0.00008002767,0.000018103132],"category_scores_gemma":[0.00008068908,0.00011369125,0.00006187384,0.00030879196,0.000028873623,0.00040014664,0.0000017345067,0.00019715804,0.0000027187152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004344851,0.00065499684,0.675246,0.00023541597,0.00341842,0.00003525075,0.00102178,0.018518312,0.25516862,0.025063552,0.0038316634,0.016371481],"study_design_scores_gemma":[0.003364185,0.0014812633,0.8514659,0.00039242374,0.00026545182,0.00022751381,0.00005422176,0.009679526,0.12537865,0.0038565623,0.0031691564,0.0006651672],"about_ca_topic_score_codex":0.00012255307,"about_ca_topic_score_gemma":0.000003224306,"teacher_disagreement_score":0.17621985,"about_ca_system_score_codex":0.00017009149,"about_ca_system_score_gemma":0.000051795436,"threshold_uncertainty_score":0.46361944},"labels":[],"label_agreement":null},{"id":"W2002105260","doi":"10.1109/epec.2012.6474933","title":"Towards cost-effective maintenance of power transformer by accurately predicting its insulation condition","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer; Dissolved gas analysis; Transformer oil; Partial discharge; Voltage; Artificial neural network; Electrical engineering; Computer science; Automotive engineering; Environmental science; Process engineering; Engineering; Artificial intelligence","score_opus":0.015312433509359959,"score_gpt":0.25889201199111045,"score_spread":0.2435795784817505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002105260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75445807,0.0005175265,0.19480143,0.000044510252,0.0006357819,0.001262374,0.00022404149,0.00019892654,0.047857348],"genre_scores_gemma":[0.999327,0.00015975151,0.0001335548,0.000033794,0.000037000395,0.00012504391,0.00013048864,0.000025783078,0.000027577631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991519,0.000015012327,0.0002819055,0.00009429718,0.00016387539,0.0002930206],"domain_scores_gemma":[0.99963695,0.00007039428,0.000038540435,0.000076985896,0.00009304656,0.0000841131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016431285,0.00014401616,0.00015311754,0.00006896648,0.00003581267,0.000012745171,0.000053882875,0.00010083145,0.00019659195],"category_scores_gemma":[0.000040434425,0.00013322287,0.000052932395,0.00016557782,0.000019971183,0.00084265374,0.0000026485484,0.00010891548,0.000023391884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015923328,0.0005852257,0.03473127,0.00066739094,0.00050316955,0.0000013256767,0.008160062,0.015779607,0.7555719,0.024973752,0.006807107,0.15205997],"study_design_scores_gemma":[0.001315573,0.00015073018,0.34211248,0.00012232971,0.000058654812,0.0000051467837,0.00019386389,0.039535653,0.60163486,0.00018812953,0.014280897,0.00040168932],"about_ca_topic_score_codex":0.000014250358,"about_ca_topic_score_gemma":0.0000020932457,"teacher_disagreement_score":0.3073812,"about_ca_system_score_codex":0.000077025004,"about_ca_system_score_gemma":0.00000861579,"threshold_uncertainty_score":0.54326713},"labels":[],"label_agreement":null},{"id":"W2005532933","doi":"10.1109/mei.2002.1019901","title":"Challenge of mixed insulating liquids for use in high-voltage transformers. II. Investigations of mixed liquid impregnated paper insulation","year":2002,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Electrical insulation paper; Materials science; Aramid; Transformer; Transformer oil; Electrical engineering; Compatibility (geochemistry); High voltage; Composite material; Voltage; Engineering","score_opus":0.026883277173563386,"score_gpt":0.2272829018942642,"score_spread":0.2003996247207008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005532933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351227,0.00049946876,0.06223506,0.00013647632,0.0003577734,0.0009772786,0.00013740722,0.00016909411,0.00036470863],"genre_scores_gemma":[0.9964116,0.0005676085,0.0024128659,0.000025634077,0.00008156172,0.00010885798,0.00028043793,0.00008138655,0.000030002038],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99728847,0.00006257161,0.0014328436,0.000346906,0.0003884784,0.00048071152],"domain_scores_gemma":[0.9985836,0.0004968081,0.0002182626,0.00025865054,0.00030629264,0.00013635542],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027063585,0.00035364265,0.00056843506,0.0007410301,0.00010155805,0.000022547827,0.0001536811,0.00036782355,0.000058030688],"category_scores_gemma":[0.00032742717,0.00038965952,0.00016159036,0.0015980792,0.000080267164,0.0009614978,0.000011079733,0.0003064598,0.00000627765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027437124,0.00080531184,0.0033623301,0.0004373549,0.00015542246,0.0000024110625,0.0009940398,0.13087803,0.8339373,0.009243548,0.00018545322,0.019724406],"study_design_scores_gemma":[0.0035364688,0.0012369839,0.12689441,0.00020450116,0.00009002671,0.0000015887898,0.000006319626,0.7966673,0.06842095,0.0016284055,0.0007869098,0.0005261679],"about_ca_topic_score_codex":0.00006333802,"about_ca_topic_score_gemma":0.000077718265,"teacher_disagreement_score":0.76551634,"about_ca_system_score_codex":0.00016459184,"about_ca_system_score_gemma":0.000032301097,"threshold_uncertainty_score":0.9998555},"labels":[],"label_agreement":null},{"id":"W2007107276","doi":"10.1109/ceidp.2012.6378760","title":"On the impacts of ageing and moisture on dielectric response of oil impregnated paper insulation systems","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Dielectric; Moisture; Pressboard; Dissipation factor; Dielectric spectroscopy; Transformer; Composite material; Insulation system; Transformer oil; Electrical impedance; Water content; Dielectric loss; Dissipation; Electronic engineering; Electrical engineering; Engineering; Geotechnical engineering; Optoelectronics; Electrode; Voltage; Thermodynamics","score_opus":0.007455444489423839,"score_gpt":0.2036117973092963,"score_spread":0.19615635281987245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007107276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341506,0.00085462537,0.0003215036,0.000032213444,0.00011389426,0.0000801412,0.0000062189874,0.000029092664,0.005147261],"genre_scores_gemma":[0.9997027,0.00021306842,0.0000073464403,0.000021341402,0.0000148543995,0.000004526155,0.000003579829,0.00001156966,0.000021032149],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995271,0.00003632289,0.0001611981,0.0000452015,0.00010988541,0.000120315955],"domain_scores_gemma":[0.9993601,0.00044362995,0.00003076959,0.00010506926,0.000027581777,0.000032894382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024389819,0.000077407414,0.00009484795,0.00008270447,0.000021824933,0.000007890456,0.00003180295,0.00005745956,0.000009123173],"category_scores_gemma":[0.00012348252,0.000049776314,0.000019335535,0.00015558784,0.000010001086,0.00010317005,0.0000030348078,0.00007199481,0.0000017155379],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005095069,0.00015196973,0.005568559,0.00041738554,0.0001462511,0.0000011513278,0.0023820966,0.031867784,0.90875894,0.04274163,0.00023968406,0.007215018],"study_design_scores_gemma":[0.00046469888,0.00025140645,0.8846341,0.0003120009,0.00002879391,0.0000016780543,0.000063530424,0.0486764,0.06509424,0.00008364909,0.00024391297,0.00014561352],"about_ca_topic_score_codex":0.000064675085,"about_ca_topic_score_gemma":0.0000024950248,"teacher_disagreement_score":0.8790655,"about_ca_system_score_codex":0.000023932116,"about_ca_system_score_gemma":0.0000049130126,"threshold_uncertainty_score":0.20298192},"labels":[],"label_agreement":null},{"id":"W2009505035","doi":"10.1139/p02-015","title":"Electrohydrodynamic instability in a horizontal viscoelastic fluid layer in the presence of internal heat generation","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electrohydrodynamics; Physics; Prandtl number; Rayleigh number; Instability; Mechanics; Internal heating; Liquid dielectric; Viscoelasticity; Convection; Classical mechanics; Electric field; Natural convection; Rayleigh–Bénard convection; Eigenvalues and eigenvectors; Thermodynamics; Dielectric","score_opus":0.011951767838257545,"score_gpt":0.19712051165587322,"score_spread":0.18516874381761567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009505035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99180514,0.0003256017,0.0071930736,0.000040191895,0.00019565188,0.000066131484,0.0000086601485,0.0000013927397,0.00036414215],"genre_scores_gemma":[0.9998049,0.000042225012,0.000030792242,0.000016142187,0.00009496612,0.0000015083823,0.000001966288,0.0000068035974,6.61809e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994221,0.000026854896,0.00026002745,0.000044376367,0.00009881936,0.00014782944],"domain_scores_gemma":[0.99976665,0.00004220947,0.000024226636,0.00006964152,0.00003647222,0.000060799597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012690158,0.00006451779,0.00010551018,0.00010311075,0.000014352115,0.00001793988,0.0001234271,0.00002760394,0.0000138473215],"category_scores_gemma":[0.000034317956,0.000055428336,0.000033878805,0.00022052438,0.000023977453,0.00020025877,0.00000132694,0.00019450177,0.0000010253988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016793776,0.00016575027,0.05701615,0.00010152303,0.000058196194,0.000102703656,0.013088497,0.732112,0.17895587,0.0033641953,0.00058031006,0.014438039],"study_design_scores_gemma":[0.00046369986,0.00018370985,0.032133356,0.00010889558,0.000012553619,0.000023392222,0.00008756226,0.95687264,0.009227265,0.0006016921,0.00016908367,0.00011616742],"about_ca_topic_score_codex":0.0015411797,"about_ca_topic_score_gemma":0.0337556,"teacher_disagreement_score":0.22476065,"about_ca_system_score_codex":0.00016412926,"about_ca_system_score_gemma":0.00007106438,"threshold_uncertainty_score":0.9838758},"labels":[],"label_agreement":null},{"id":"W2011298021","doi":"10.1109/ccece.2014.6901094","title":"Transformer windings hot spot temperature modeling and simulation","year":2014,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red River College","funders":"","keywords":"Electromagnetic coil; Transformer; Temperature measurement; Distribution transformer; Rotary variable differential transformer; Materials science; Transformer oil; Energy efficient transformer; Delta-wye transformer; Transformer effect; Temperature control; Current transformer; Voltage; Electrical engineering; Mechanical engineering; Engineering; Physics; Thermodynamics","score_opus":0.007540108910661762,"score_gpt":0.20596892047249343,"score_spread":0.19842881156183168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011298021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71473604,0.000059108104,0.27663574,0.000036132125,0.0000984457,0.00007657887,0.0000023691452,0.00013219769,0.008223362],"genre_scores_gemma":[0.999139,0.000084891035,0.0005956634,0.00006250802,0.000055571403,0.0000028359937,0.000014412278,0.000018742394,0.000026382368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958074,0.0000034308146,0.000118818454,0.0000914428,0.00007602938,0.00012952049],"domain_scores_gemma":[0.9998372,0.00003382395,0.0000041559415,0.00005664496,0.000019258741,0.000048903417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006970736,0.00009424596,0.00008138231,0.0000534545,0.000046667006,0.000040950086,0.000027269736,0.00007293123,0.000029408795],"category_scores_gemma":[0.000007850105,0.00008546573,0.000020816813,0.0000642909,0.000006809852,0.00021654053,0.0000011499443,0.00008109388,0.000007722037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035495295,0.0000039970073,0.00015920452,0.000027429058,0.000008044106,1.0018071e-7,0.00022335461,0.9817826,0.01192395,0.001268629,0.000021692602,0.0045774356],"study_design_scores_gemma":[0.00022831265,0.000016470482,0.00093160756,0.000017338918,0.000010325308,7.39515e-7,0.000013792374,0.99325526,0.003494435,0.00045811414,0.0014487444,0.00012488684],"about_ca_topic_score_codex":0.0000059693134,"about_ca_topic_score_gemma":0.0000058503606,"teacher_disagreement_score":0.28440294,"about_ca_system_score_codex":0.000011145342,"about_ca_system_score_gemma":0.000002175657,"threshold_uncertainty_score":0.34851912},"labels":[],"label_agreement":null},{"id":"W2018286448","doi":"10.1007/s00339-005-3209-1","title":"Accelerated ageing of wood Kraft insulating paper by means of a pulsed KrF excimer laser radiation","year":2005,"lang":"en","type":"article","venue":"Applied Physics A","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Laser; Excimer laser; Materials science; Fluence; Irradiation; Scanning electron microscope; Kraft paper; Power density; Laser power scaling; Optics; Excimer; Composite material; Analytical Chemistry (journal); Chemistry","score_opus":0.008283552429195935,"score_gpt":0.2050600860193235,"score_spread":0.19677653359012756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018286448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614693,0.00014505976,0.023678537,0.000017773145,0.000059304515,0.0002661056,0.000060940034,0.0000843904,0.014218609],"genre_scores_gemma":[0.9991506,0.00006319737,0.00045607056,0.00004223579,0.000080852464,0.000022310533,0.00014049208,0.00003733315,0.0000069209],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992316,0.0000061199326,0.00031785536,0.000117336866,0.00015806475,0.00016905763],"domain_scores_gemma":[0.9996484,0.000056577806,0.0000738159,0.00014337167,0.000042083077,0.000035733116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058982372,0.00013591896,0.00019258418,0.000037105576,0.00002796708,0.000012252681,0.00007476841,0.00006513371,0.00004058494],"category_scores_gemma":[0.0000046682426,0.00014955938,0.00004217095,0.00028007635,0.000017298198,0.00018551329,0.000008140948,0.00010049447,0.000008316563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075010194,0.00009049071,0.00012949639,0.00006145172,0.00008516042,1.5586448e-7,0.00080718996,0.2477771,0.7020077,0.0012683525,0.0002508252,0.04751453],"study_design_scores_gemma":[0.0010495344,0.000019940018,0.0022964769,0.000037848327,0.000050554605,1.1128605e-7,0.00003221057,0.2034207,0.78961563,0.0006185688,0.002619098,0.00023934773],"about_ca_topic_score_codex":0.00002327488,"about_ca_topic_score_gemma":0.0000032545665,"teacher_disagreement_score":0.087607875,"about_ca_system_score_codex":0.000027992255,"about_ca_system_score_gemma":0.000012415962,"threshold_uncertainty_score":0.60988545},"labels":[],"label_agreement":null},{"id":"W2021919981","doi":"10.1016/s0735-1933(03)00050-2","title":"THEORETICAL DETERMINATION OF ANISOTROPIC EFFECTIVE THERMAL CONDUCTIVITY IN TRANSFORMER WINDINGS","year":2003,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Electrical conductor; Thermal conductivity; Conductor; Thermal conduction; Electromagnetic coil; Anisotropy; Composite material; Transformer; Thermal; Mechanics; Thermodynamics; Electrical engineering; Physics; Voltage; Optics","score_opus":0.012645633000117963,"score_gpt":0.260424022121564,"score_spread":0.24777838912144606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021919981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386006,0.00033356674,0.03100375,0.0002118926,0.00014374907,0.0003810868,0.00008102798,0.000024699044,0.029219601],"genre_scores_gemma":[0.9979767,0.00073276175,0.00112408,0.000013744004,0.000005016394,0.00009174224,0.00004216661,0.000011517364,0.0000022507743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99937487,0.000065993336,0.00025356133,0.000095289615,0.00009959511,0.00011068513],"domain_scores_gemma":[0.9994723,0.00030149563,0.00000504244,0.00015876746,0.000039078503,0.000023281462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017512089,0.000095135736,0.00012803636,0.00018889732,0.000024543757,0.000012822843,0.00015906441,0.00007239011,0.00017954306],"category_scores_gemma":[0.0000322801,0.000098200224,0.00003359547,0.0001350138,0.00015276426,0.00022888042,0.0000037520279,0.00018312276,0.0000011610156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060074835,0.00036366147,0.067368954,0.00009971955,0.000059101843,0.000002720345,0.0036690822,0.0015073617,0.11791067,0.78565377,0.0000041993476,0.023300666],"study_design_scores_gemma":[0.006864446,0.0003209383,0.5075775,0.0006545403,0.00007076554,0.00002386546,0.00064572605,0.2047728,0.18295938,0.087752245,0.0073535624,0.0010042805],"about_ca_topic_score_codex":0.000019701449,"about_ca_topic_score_gemma":0.00008733489,"teacher_disagreement_score":0.69790155,"about_ca_system_score_codex":0.00006540912,"about_ca_system_score_gemma":0.000010740674,"threshold_uncertainty_score":0.4004489},"labels":[],"label_agreement":null},{"id":"W2028565326","doi":"10.1109/tdc.2012.6281551","title":"Construction of a high voltage test facility","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Transformer; Electrical engineering; Voltage; High voltage; Test equipment; Load testing; Test (biology); Dielectric withstand test; Reliability engineering; Engineering; Computer science; Automotive engineering; Structural engineering; Geology","score_opus":0.007462396543708381,"score_gpt":0.18925867382317157,"score_spread":0.18179627727946318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028565326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86664754,0.000065039574,0.11776114,0.0000075038793,0.00033491256,0.000053261156,0.000060480867,0.00008682276,0.014983319],"genre_scores_gemma":[0.9989916,0.000026409893,0.0009267634,0.0000038750577,0.000019652494,0.0000019134545,0.000012608898,0.0000026524,0.000014544316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997551,0.0000012026866,0.00009064517,0.000025694726,0.00004357299,0.00008379973],"domain_scores_gemma":[0.9998598,0.000036209654,0.0000060865004,0.00005513593,0.00001379627,0.00002898198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003723441,0.000037446673,0.00005068981,0.000020380732,0.000007938278,0.00000241729,0.000016926842,0.00002578193,0.0001889227],"category_scores_gemma":[0.000017391336,0.00003478464,0.000014432084,0.000046385892,0.000015005679,0.000118996046,0.0000018807052,0.00002696528,0.000028601498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062161207,0.00022406397,0.73910296,0.00028932746,0.00006785519,2.9359688e-7,0.00067497685,0.0023255125,0.09921203,0.058760516,0.0015989649,0.09773728],"study_design_scores_gemma":[0.00035825183,0.00003508671,0.7578231,0.000012712345,0.000021562975,0.000003987887,0.00006351639,0.0062553613,0.22380622,0.0010608807,0.010373154,0.00018615725],"about_ca_topic_score_codex":0.000035318768,"about_ca_topic_score_gemma":0.0000028347063,"teacher_disagreement_score":0.13234407,"about_ca_system_score_codex":0.00001049594,"about_ca_system_score_gemma":0.0000019775011,"threshold_uncertainty_score":0.2068571},"labels":[],"label_agreement":null},{"id":"W2029912280","doi":"10.1016/j.applthermaleng.2007.02.012","title":"Experiments and modeling of heat transfer in oil transformer winding with zigzag cooling ducts","year":2007,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada); University of Waterloo","funders":"","keywords":"Mechanics; Heat transfer; Transformer; Materials science; Electromagnetic coil; Heat transfer coefficient; Thermal; Thermodynamics; Mechanical engineering; Engineering; Electrical engineering; Voltage; Physics","score_opus":0.008967238185050486,"score_gpt":0.19511988297112018,"score_spread":0.1861526447860697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029912280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85407823,0.00041320504,0.14248762,0.0000025680579,0.000060220944,0.0000984476,0.0000024926806,0.00008455464,0.0027726635],"genre_scores_gemma":[0.9986193,0.00016032442,0.0011016224,0.0000069107355,0.000030522016,0.000014617207,0.000005698266,0.000060095004,9.202139e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990598,0.0000015748135,0.00029945179,0.00014724609,0.00014115068,0.00035078882],"domain_scores_gemma":[0.99979,0.000036063015,0.0000038555,0.00008568965,0.00001192346,0.00007247254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015408134,0.00019822177,0.00021444836,0.00018348725,0.000022618615,0.000012418861,0.00006113672,0.000080359125,0.000005731409],"category_scores_gemma":[0.0000014614191,0.0001970785,0.000023285556,0.00019435142,0.000014227407,0.00014563331,0.0000029311332,0.00016578172,7.387804e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033254768,0.000010740579,0.00005885826,0.000102611724,0.000023112718,0.0000025036074,0.0011816461,0.6267575,0.36886454,0.00052772736,3.602212e-8,0.0024374768],"study_design_scores_gemma":[0.0008729104,0.000023424494,0.0010851175,0.00017445728,0.00001731727,0.0000050812255,0.00016420729,0.6642761,0.33305845,0.0000052947535,0.00003396439,0.00028365102],"about_ca_topic_score_codex":0.000023021292,"about_ca_topic_score_gemma":0.000009045716,"teacher_disagreement_score":0.14454105,"about_ca_system_score_codex":0.00004169872,"about_ca_system_score_gemma":0.000006786095,"threshold_uncertainty_score":0.8036628},"labels":[],"label_agreement":null},{"id":"W2030960096","doi":"10.1109/tdei.2012.6311504","title":"Aged oils reclamation: Facts and arguments based on laboratory studies","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Universitatea din București; Academy of Finland; Canada Research Chairs","keywords":"Land reclamation; Transformer oil; Transformer; Dissolved gas analysis; Mineral oil; Process engineering; Waste management; Electric power; Engineering; Environmental science; Forensic engineering; Reliability engineering; Petroleum engineering; Electrical engineering; Power (physics); Voltage; Materials science","score_opus":0.021663440798381933,"score_gpt":0.2518825252368827,"score_spread":0.23021908443850078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030960096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70647055,0.0017443139,0.29019132,0.0001136721,0.00049327925,0.0003227177,0.00002212524,0.00020265319,0.00043936883],"genre_scores_gemma":[0.9966467,0.002738103,0.00027279812,0.00020405382,0.00005633341,0.000031605578,0.000010081729,0.0000272502,0.000013097625],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895775,0.000042722233,0.00025635064,0.00017789005,0.00022897813,0.00033633533],"domain_scores_gemma":[0.99931717,0.000320429,0.00003473665,0.000110408495,0.00006895589,0.0001483136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018739788,0.00020634377,0.00018742218,0.00033832894,0.00022483751,0.000048963455,0.00003440549,0.00013663595,0.000008280685],"category_scores_gemma":[0.000031011503,0.00020051154,0.000035026856,0.0006588304,0.000024372175,0.00030694398,3.8447607e-7,0.00028151996,0.000008342844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052945456,0.0020410835,0.0052846116,0.00053870695,0.0007548074,0.0000080016525,0.0031002262,0.25860694,0.08913233,0.0035289133,0.0010967375,0.6353782],"study_design_scores_gemma":[0.0019549725,0.000897358,0.06372465,0.00010091782,0.00018877428,0.000004212931,0.000025002897,0.7951484,0.13519526,0.0006680872,0.0013082289,0.00078415935],"about_ca_topic_score_codex":0.0000029155897,"about_ca_topic_score_gemma":0.0000016692358,"teacher_disagreement_score":0.634594,"about_ca_system_score_codex":0.00014124447,"about_ca_system_score_gemma":0.000015091638,"threshold_uncertainty_score":0.8176623},"labels":[],"label_agreement":null},{"id":"W2032792440","doi":"10.1109/eic.2013.6554241","title":"Pole mounted distribution transformers insulation condition assessment","year":2013,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","funders":"","keywords":"Transformer; Distribution transformer; Reliability engineering; Engineering; Electrical engineering; Grid; Service life; Mathematics; Voltage","score_opus":0.005444794541401698,"score_gpt":0.2332968795861335,"score_spread":0.22785208504473178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032792440","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43019706,0.000019836401,0.549899,0.00015102576,0.00021930545,0.0003223447,0.000049486196,0.0004476533,0.018694317],"genre_scores_gemma":[0.9988805,0.000082558625,0.00025829524,0.000035398767,0.000028026447,0.000065346794,0.0006038251,0.000024841605,0.000021190446],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994118,0.000008174287,0.00019382774,0.000087875844,0.0001299586,0.00016835902],"domain_scores_gemma":[0.99977875,0.000030850195,0.0000123341715,0.000063070875,0.000056078614,0.000058948295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005743723,0.00011131009,0.00008419035,0.000042293796,0.000053941996,0.000051101662,0.000032516036,0.00006510414,0.00059797394],"category_scores_gemma":[0.0000056070166,0.000099092475,0.00003935203,0.00012625555,0.000014334356,0.00066119264,0.0000015267312,0.000077326375,0.00011176421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016871434,0.0004887743,0.032758426,0.00028728644,0.00039336566,0.0000029457547,0.0007449221,0.13327123,0.26038763,0.13738887,0.012195904,0.42206377],"study_design_scores_gemma":[0.00034365559,0.000028625607,0.4369161,0.0000127878675,0.000013504745,0.0000010462574,0.000041711894,0.5523824,0.0059172907,0.0009502581,0.0032372256,0.00015535262],"about_ca_topic_score_codex":0.00012263979,"about_ca_topic_score_gemma":0.0000158432,"teacher_disagreement_score":0.56868345,"about_ca_system_score_codex":0.00016654808,"about_ca_system_score_gemma":0.0000093912095,"threshold_uncertainty_score":0.6547395},"labels":[],"label_agreement":null},{"id":"W2034341843","doi":"10.1007/s10845-013-0750-1","title":"Fault diagnosis in power transformers using multi-class logical analysis of data","year":2013,"lang":"en","type":"article","venue":"Journal of Intelligent Manufacturing","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Interpretability; Data mining; Artificial neural network; Identification (biology); Computer science; Transformer; Dissolved gas analysis; Artificial intelligence; Fault (geology); Pattern recognition (psychology); Fault detection and isolation; Support vector machine; Machine learning; Engineering","score_opus":0.056173764958318585,"score_gpt":0.28927171349067743,"score_spread":0.23309794853235885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034341843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87508935,0.00042272775,0.12391112,0.000036881647,0.00021948031,0.00012804593,0.000024052115,0.000010492505,0.00015782955],"genre_scores_gemma":[0.99581724,0.0014194959,0.0026821133,0.000021148995,0.00002336282,0.0000024426354,0.0000133681,0.000018604838,0.0000022379086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983401,0.00002279285,0.00096230337,0.00013635265,0.0002854544,0.000253051],"domain_scores_gemma":[0.99929047,0.00016833482,0.00015473139,0.0002023343,0.000077814526,0.000106296786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002943423,0.0001739572,0.0004643537,0.0008094867,0.000020629004,0.0000401032,0.00036413237,0.00009823577,0.0004118781],"category_scores_gemma":[0.00003972617,0.00014516183,0.00020981845,0.00033202383,0.000029203675,0.0007341716,0.000025952691,0.00029118892,0.0000056515323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000191113,0.00025091224,0.019805394,0.000083945895,0.0013808651,0.000022724449,0.0008961092,0.94489026,0.004813221,0.000011961567,0.00007165705,0.027753841],"study_design_scores_gemma":[0.00054360786,0.00008503121,0.12316406,0.00023867663,0.00069581915,0.000012183384,0.0005273954,0.6772155,0.19595908,0.000056100984,0.0011678949,0.00033461725],"about_ca_topic_score_codex":0.00012887319,"about_ca_topic_score_gemma":0.00006907069,"teacher_disagreement_score":0.2676747,"about_ca_system_score_codex":0.00012729435,"about_ca_system_score_gemma":0.000016037224,"threshold_uncertainty_score":0.59195274},"labels":[],"label_agreement":null},{"id":"W2037593855","doi":"10.1109/ceidp.2008.4772844","title":"Influence of the Relative Amount of Paper on Aged Mineral Oil Decay Products","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Pressboard; Mineral oil; Turbidimetry; Materials science; Electrical insulation paper; Fourier transform infrared spectroscopy; Environmental science; Chemistry; Transformer; Chemical engineering; Engineering; Metallurgy; Chromatography; Electrical engineering","score_opus":0.008666852581421938,"score_gpt":0.19222785182292942,"score_spread":0.18356099924150748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037593855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808691,0.00004668867,0.00007198593,0.000091977534,0.000063416584,0.000052426505,0.0000049559103,0.00001904918,0.018780397],"genre_scores_gemma":[0.9993856,0.000100120735,0.00018081155,0.000045866942,0.000011062326,0.0000034561047,0.0000015484235,0.000007288979,0.00026425603],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995911,0.000008169613,0.00015062239,0.000059938662,0.000116820316,0.000073323085],"domain_scores_gemma":[0.99972403,0.0000497406,0.000021055037,0.00014041437,0.00005163637,0.000013147147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003757006,0.00006067373,0.000077488345,0.000023537976,0.000020707266,0.0000011317086,0.00006376535,0.00002822499,0.00001207277],"category_scores_gemma":[0.000048498183,0.00003965911,0.00002636765,0.00013652559,0.000044543493,0.00011366299,0.0000049418486,0.00006734712,0.0000037339107],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022514676,0.00011258929,0.019962484,0.00014720675,0.000073549,0.0000016854027,0.0031202182,0.43803316,0.52182186,0.0145513,0.0013791037,0.00077435176],"study_design_scores_gemma":[0.00022478317,0.000037743503,0.68523645,0.00006281981,0.000008655909,9.085535e-7,0.0000055421083,0.00075175206,0.3127374,0.00012297653,0.0007370446,0.00007390669],"about_ca_topic_score_codex":0.000038808223,"about_ca_topic_score_gemma":0.000014655596,"teacher_disagreement_score":0.66527396,"about_ca_system_score_codex":0.000014175652,"about_ca_system_score_gemma":0.000013003321,"threshold_uncertainty_score":0.16172516},"labels":[],"label_agreement":null},{"id":"W2040543989","doi":"10.1029/2007ja012263","title":"Reply to comment by G. L. Siscoe and K. D. Siebert on “Polar cap voltage saturation”","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Western University","funders":"","keywords":"Polar cap; Physics; Ionosphere; Magnetosphere; Polar; Magnetohydrodynamics; Saturation (graph theory); Saturation current; Geophysics; Current (fluid); Computational physics; Atmospheric sciences; Plasma; Voltage; Astronomy; Thermodynamics","score_opus":0.01549938126592886,"score_gpt":0.2959967173410699,"score_spread":0.28049733607514105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040543989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779615,0.0008360606,0.01256678,0.005111843,0.00023881087,0.0002648167,0.000017181972,0.00002437156,0.0029786497],"genre_scores_gemma":[0.9976954,0.00024622254,0.00080401,0.00079904083,0.0002633775,0.0000026327978,0.0000034966554,0.000022197388,0.0001636101],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983915,0.00003381933,0.0003399344,0.00011362314,0.0007407877,0.00038033444],"domain_scores_gemma":[0.9985284,0.00071782235,0.00003454982,0.00013575575,0.00022941311,0.00035403625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077417464,0.000116300405,0.00018445376,0.000033918684,0.000099723904,0.00009195311,0.00014890826,0.000049889873,0.00003958418],"category_scores_gemma":[0.0003176817,0.00009532404,0.00005886991,0.0002110832,0.00004797404,0.00019533791,0.000023212973,0.0005347835,0.000030957166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000595074,0.0005230681,0.00155285,0.00010443043,0.00020710724,0.000102018006,0.001173511,0.0017490549,0.12705667,0.0036523761,0.77287513,0.09040871],"study_design_scores_gemma":[0.0010655287,0.0025501202,0.06836373,0.0002716384,0.000020889398,0.000010474386,0.00028697483,0.0037730501,0.05680255,0.0036892442,0.8628492,0.00031659592],"about_ca_topic_score_codex":0.00029187067,"about_ca_topic_score_gemma":0.000032415,"teacher_disagreement_score":0.090092115,"about_ca_system_score_codex":0.00012988436,"about_ca_system_score_gemma":0.00002754477,"threshold_uncertainty_score":0.38872015},"labels":[],"label_agreement":null},{"id":"W2040583715","doi":"10.1007/s10570-008-9261-1","title":"Kinetics of the production of chain-end groups and methanol from the depolymerization of cellulose during the ageing of paper/oil systems. Part 1: Standard wood kraft insulation","year":2008,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Depolymerization; Methanol; Reaction rate constant; Cellulose; Kraft paper; Arrhenius equation; Chemistry; Activation energy; Materials science; Organic chemistry; Kinetics; Thermodynamics; Composite material","score_opus":0.007904634989902702,"score_gpt":0.17485627062031703,"score_spread":0.16695163563041432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040583715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934921,0.0032968589,0.0019964476,0.000049266717,0.00053160917,0.0002908685,0.00006822932,0.000018254144,0.00025636543],"genre_scores_gemma":[0.9983873,0.0013972311,0.000051467498,0.0000027551507,0.00008492237,0.000010736058,0.00002087257,0.000024163628,0.000020578052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879843,0.00008395255,0.0005540865,0.0001312131,0.00031250392,0.00011983913],"domain_scores_gemma":[0.9991237,0.0001796264,0.00026573846,0.00033353252,0.00007600961,0.000021422324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012840683,0.00013493566,0.00023213057,0.000048556714,0.000063023814,0.0000068373033,0.0001365612,0.00007568241,0.000006602682],"category_scores_gemma":[0.000101256264,0.00008577899,0.00006293439,0.00028757736,0.00017083746,0.000117186595,0.000028350472,0.00010677866,1.3363841e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023171366,0.00003941327,0.003395399,0.000405835,0.00006561914,4.497502e-7,0.0033614535,0.015794966,0.97577924,0.0002333028,0.000003877493,0.0008972833],"study_design_scores_gemma":[0.00028593268,0.000040076084,0.06776253,0.00026688795,0.0000824307,0.0000022341553,0.00018527267,0.0042472123,0.92692757,0.00002995628,0.00008743417,0.000082444225],"about_ca_topic_score_codex":0.00018312347,"about_ca_topic_score_gemma":0.000015258085,"teacher_disagreement_score":0.06436714,"about_ca_system_score_codex":0.000017214334,"about_ca_system_score_gemma":0.000014720917,"threshold_uncertainty_score":0.34979656},"labels":[],"label_agreement":null},{"id":"W2040654722","doi":"10.1016/j.jcis.2013.02.043","title":"Contribution of interfacial electrostriction in surface tension","year":2013,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Transport Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrostriction; Surface tension; Materials science; Tension (geology); Surface (topology); Maximum bubble pressure method; Composite material; Thermodynamics; Physics; Geometry; Piezoelectricity; Mathematics","score_opus":0.0043175823437707804,"score_gpt":0.21722444474369926,"score_spread":0.21290686239992848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040654722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871962,0.0004064581,0.0116051305,0.00006946901,0.00037646492,0.00008533851,0.0000010344623,0.0000052120545,0.00025467048],"genre_scores_gemma":[0.9993558,0.0004254702,0.00019076749,0.0000059095337,0.000013850885,4.1361184e-7,1.4745173e-7,0.000002976754,0.000004653242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993142,0.000008017326,0.0003161176,0.000055223612,0.00017545279,0.00013096993],"domain_scores_gemma":[0.9994801,0.000029656601,0.00007925076,0.000037480622,0.00032420384,0.00004925632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031639976,0.00005753716,0.00013062471,0.00017132994,0.000025905068,0.000036912294,0.00008882471,0.000030450115,0.00001195904],"category_scores_gemma":[0.00009889969,0.00004779025,0.000020607358,0.000369376,0.0000790372,0.0006999734,0.000009458811,0.00011957299,0.0000019039443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012028625,0.000014469891,0.0024336015,0.000005548007,0.0000027465705,7.823687e-8,0.00015199717,0.005925579,0.99057573,0.00006625385,0.00008946875,0.00072249974],"study_design_scores_gemma":[0.0004110006,0.0003070149,0.049947765,0.00011047234,0.000004774521,0.000015231624,0.00009354451,0.062753364,0.88584286,0.00026194137,0.00018986502,0.00006216108],"about_ca_topic_score_codex":0.00001735982,"about_ca_topic_score_gemma":0.00000448553,"teacher_disagreement_score":0.10473286,"about_ca_system_score_codex":0.0000804252,"about_ca_system_score_gemma":0.000038033137,"threshold_uncertainty_score":0.19488299},"labels":[],"label_agreement":null},{"id":"W2041359682","doi":"10.1007/s10570-009-9365-2","title":"Kinetics of the production of chain-end groups and methanol from the depolymerization of cellulose during the ageing of paper/oil systems. Part 2: Thermally-upgraded insulating papers","year":2009,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Depolymerization; Cellulose; Methanol; Reaction rate constant; Degree of polymerization; Materials science; Kinetics; Kraft paper; Polymerization; Activation energy; Ageing; Chemical engineering; Composite material; Polymer chemistry; Chemistry; Organic chemistry; Polymer; Physics","score_opus":0.006283510735305579,"score_gpt":0.17428158457172346,"score_spread":0.16799807383641788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041359682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946936,0.0033714466,0.00026617965,0.00009513223,0.00038977485,0.00028150555,0.000023324117,0.000021093065,0.00085797906],"genre_scores_gemma":[0.99914324,0.0006629522,0.000045701727,0.00000891623,0.00008339279,0.0000069668913,0.000012087468,0.000022232189,0.000014528586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987705,0.00009327479,0.0005857542,0.0001426159,0.00026017823,0.0001477269],"domain_scores_gemma":[0.9990656,0.00022009638,0.0002943825,0.00035212602,0.000044513745,0.000023304714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014073867,0.00015638692,0.00024266168,0.000041086852,0.000055119315,0.000011363914,0.00018216234,0.00007780026,0.0000066073812],"category_scores_gemma":[0.00012072158,0.000094984505,0.00007727868,0.00028135304,0.00012357255,0.000093190596,0.000023994922,0.00012705354,9.274583e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011470913,0.00004223238,0.0017750817,0.0002760007,0.000057127145,3.290688e-7,0.0029724443,0.014599379,0.9764561,0.00039872414,0.0000010886698,0.003410014],"study_design_scores_gemma":[0.000226783,0.000038035287,0.120623685,0.00037749702,0.000090609225,0.0000011867705,0.00034458947,0.0044471147,0.8736967,0.000038358583,0.000023724295,0.000091733105],"about_ca_topic_score_codex":0.00012312068,"about_ca_topic_score_gemma":0.000010009006,"teacher_disagreement_score":0.11884861,"about_ca_system_score_codex":0.00001222647,"about_ca_system_score_gemma":0.000008752366,"threshold_uncertainty_score":0.38733557},"labels":[],"label_agreement":null},{"id":"W2047689389","doi":"10.1109/ias.2012.6374121","title":"An experimental implementation of dq axis wavelet packet transform hybrid technique for 3&amp;#x00D8; power transformer protection","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inrush current; Wavelet packet decomposition; Transformer; Differential protection; Wavelet transform; Wavelet; Computer science; Current transformer; Electronic engineering; Engineering; Electrical engineering; Artificial intelligence; Voltage","score_opus":0.018525094428370057,"score_gpt":0.28619980285890184,"score_spread":0.26767470843053176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047689389","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30344063,0.000074695,0.6912499,0.000039500745,0.0002159842,0.0019521437,0.00017259768,0.00014736343,0.0027071577],"genre_scores_gemma":[0.99196374,0.000035305362,0.006662895,0.000022000722,0.000060622515,0.00094392354,0.00024798623,0.000053681204,0.000009812608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888337,0.0000121267585,0.0004065547,0.00014195844,0.00017176964,0.00038421733],"domain_scores_gemma":[0.9996307,0.000018653778,0.0000307161,0.00015064269,0.00005324847,0.00011607236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023501403,0.00020383297,0.00018597503,0.00013443462,0.00006431723,0.000017782526,0.00007783461,0.00008666694,0.0004920353],"category_scores_gemma":[0.0000024712663,0.00019686332,0.00011644384,0.000112206006,0.000023603385,0.00085517904,0.0000013245138,0.00008585084,0.0000060486855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042905303,0.0001986546,0.00014289968,0.00011100768,0.000045860055,5.7610436e-8,0.0017964422,0.000067564986,0.980624,0.0016426275,0.00018703655,0.015140899],"study_design_scores_gemma":[0.00076255493,0.0003810083,0.0013173637,0.000014513124,0.000025244486,0.0000061348537,0.00048376058,0.00052045396,0.98808056,0.00026751554,0.007881114,0.00025980154],"about_ca_topic_score_codex":0.000073520096,"about_ca_topic_score_gemma":0.000039786406,"teacher_disagreement_score":0.6885231,"about_ca_system_score_codex":0.00009451876,"about_ca_system_score_gemma":0.000014686003,"threshold_uncertainty_score":0.80278534},"labels":[],"label_agreement":null},{"id":"W2051542965","doi":"10.1109/mei.2009.4802595","title":"An approach to power transformer asset management using health index","year":2009,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":435,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Asset management; Transformer; Reliability engineering; Index (typography); Maintenance engineering; Computer science; Risk analysis (engineering); Business; Engineering; Electrical engineering; Finance; Voltage","score_opus":0.017406909913005694,"score_gpt":0.27196483062159704,"score_spread":0.25455792070859135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051542965","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16662519,0.00010758352,0.81975204,0.00016609457,0.00020131648,0.0005812543,0.000012664324,0.00029581913,0.012258057],"genre_scores_gemma":[0.9904011,0.00006877933,0.008551086,0.0007393405,0.00008773473,0.0000128963,0.00007790232,0.000035631892,0.000025541038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842924,0.000031258103,0.00043413526,0.0002847322,0.0003356462,0.00048498507],"domain_scores_gemma":[0.9993994,0.000015653153,0.00003175939,0.0002240597,0.000054189946,0.0002749401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018626821,0.00022832085,0.0002351341,0.00037479386,0.000095777905,0.00007060831,0.00013718914,0.00010255097,0.000019235447],"category_scores_gemma":[0.0000047140475,0.00023858903,0.000058031397,0.001002664,0.00000822417,0.0003587823,0.0000014958935,0.0001970684,0.000043014254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000759081,0.00076522183,0.00087187387,0.00005814201,0.00007142457,0.00000456623,0.0004094949,0.84088457,0.046155404,0.0071901944,0.0019354186,0.10157777],"study_design_scores_gemma":[0.00064460945,0.00037948278,0.23425992,0.000018504985,0.000017665989,0.000006986131,0.000004473567,0.75910187,0.0007243642,0.00073800585,0.0037478495,0.00035623842],"about_ca_topic_score_codex":0.000005782963,"about_ca_topic_score_gemma":0.0000011835654,"teacher_disagreement_score":0.8237759,"about_ca_system_score_codex":0.00024794447,"about_ca_system_score_gemma":0.00002198286,"threshold_uncertainty_score":0.9729378},"labels":[],"label_agreement":null},{"id":"W2051924207","doi":"10.1109/ichve.2010.5640759","title":"Static electrification assessment of transformer oils in the spinning disc system","year":2010,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Electrification; Transformer oil; Spinning; Transformer; Electrical resistivity and conductivity; Materials science; Turbidity; Voltage; Electrical engineering; Environmental science; Mechanics; Composite material; Engineering; Electricity; Physics; Geology","score_opus":0.006081328996939723,"score_gpt":0.24163490123249853,"score_spread":0.2355535722355588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051924207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71539444,0.000017424316,0.24963361,0.00012618159,0.00021964862,0.00026593285,0.000005230965,0.000051593048,0.034285948],"genre_scores_gemma":[0.99837995,0.000024995681,0.0015083065,0.000013627826,0.0000169052,0.000031655934,0.000013114568,0.000008299765,0.0000031784089],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994752,0.000010183491,0.00022184478,0.00005667446,0.00012220886,0.00011390439],"domain_scores_gemma":[0.99979055,0.000051827676,0.000015068793,0.00011070582,0.00001685787,0.0000149809775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024323392,0.00006226983,0.000079935715,0.00006273056,0.000017933146,0.000016405998,0.000082574385,0.000033447395,0.000016341699],"category_scores_gemma":[0.0000050370877,0.000043016233,0.000023102282,0.00015874987,0.000009635726,0.0001033949,3.435426e-7,0.00014479193,0.0000024569495],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034672678,0.000105801984,0.00613563,0.0005609792,0.000033674918,0.0000015394514,0.0021862665,0.009697276,0.72931415,0.23848866,0.0001460144,0.013326523],"study_design_scores_gemma":[0.00064217043,0.000074259464,0.28646117,0.00010038005,0.00003658948,0.0000051749453,0.0006655651,0.58520716,0.124921486,0.00030165786,0.0013570177,0.00022734731],"about_ca_topic_score_codex":0.000036722853,"about_ca_topic_score_gemma":0.000074053685,"teacher_disagreement_score":0.60439265,"about_ca_system_score_codex":0.000021393063,"about_ca_system_score_gemma":0.000014446654,"threshold_uncertainty_score":0.17541511},"labels":[],"label_agreement":null},{"id":"W2053035965","doi":"10.1109/pesgm.2012.6345175","title":"A robust technique for overvoltages classification in power transformers","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Overvoltage; Transformer; Electric power system; Electronic engineering; Wavelet transform; Computer science; Engineering; Modal; Wavelet; Electrical engineering; Voltage; Power (physics); Artificial intelligence","score_opus":0.029329472244516142,"score_gpt":0.23889662586335328,"score_spread":0.20956715361883713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053035965","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031323753,0.0001557566,0.9371347,0.00007319872,0.00021157108,0.00062649633,0.000015535523,0.00012691076,0.030332068],"genre_scores_gemma":[0.99521965,0.00010384189,0.004283736,0.000028993456,0.000023961584,0.00026227135,0.00002445956,0.000020434753,0.000032624306],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994986,0.0000031364482,0.00015290613,0.000063194995,0.000055216307,0.0002269301],"domain_scores_gemma":[0.99983233,0.000042810134,0.000007021402,0.000059164217,0.000013832731,0.000044850334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014148917,0.000082021856,0.0000752861,0.00009536703,0.000016415646,0.0000093671915,0.00003812405,0.00007688648,0.0000581856],"category_scores_gemma":[0.00000923606,0.00007933377,0.00003605712,0.00011215133,0.0000081445,0.00029955283,0.0000010481856,0.000058732247,0.000007706086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006097214,0.0004981373,0.0490459,0.00050039287,0.00008570994,6.215157e-7,0.0027960972,0.01555912,0.80891037,0.09557899,0.0070581622,0.019905537],"study_design_scores_gemma":[0.001901526,0.00015312016,0.44632515,0.00012429552,0.00004160357,0.0000057351695,0.00055860146,0.10313944,0.34363902,0.0013218011,0.101789005,0.0010006928],"about_ca_topic_score_codex":0.000008313195,"about_ca_topic_score_gemma":0.000015882024,"teacher_disagreement_score":0.9638959,"about_ca_system_score_codex":0.000056554032,"about_ca_system_score_gemma":0.00000559356,"threshold_uncertainty_score":0.32351372},"labels":[],"label_agreement":null},{"id":"W2054767479","doi":"10.1109/tdei.2015.005111","title":"Assessing insulating oil degradation by means of turbidity and UV/VIS spectrophotometry measurements","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs; Université du Québec à Chicoutimi","keywords":"Transformer oil; Dissolved gas analysis; Transformer; Serviceability (structure); Accelerated aging; Service life; Degradation (telecommunications); Environmental science; Materials science; Petroleum engineering; Reliability engineering; Composite material; Engineering; Electrical engineering; Voltage","score_opus":0.04642784403242764,"score_gpt":0.26539238238907936,"score_spread":0.21896453835665172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054767479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6160381,0.00069377286,0.38238248,0.000020474567,0.00014142376,0.00009002868,0.000009952657,0.000078336656,0.000545434],"genre_scores_gemma":[0.99782187,0.0012365486,0.0008150131,0.000022484017,0.000025495829,0.000013176876,0.00002208509,0.000030913558,0.000012437945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986154,0.000046685593,0.00041064594,0.00024155776,0.0004061294,0.00027957113],"domain_scores_gemma":[0.9993437,0.00014789662,0.000077943434,0.00011328773,0.00015429094,0.00016290852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002936575,0.0002094762,0.00023971318,0.00039151692,0.00013328485,0.00010023803,0.000055086242,0.00016107508,0.000004224596],"category_scores_gemma":[0.000051827737,0.00021949687,0.000043785327,0.0010324328,0.00002636733,0.0004882292,8.639453e-7,0.00028880563,0.0000013158423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011030685,0.00047754473,0.0029485265,0.00015444604,0.00019299744,0.0000016431234,0.0004344658,0.052261926,0.23079741,0.00029448088,0.00013359856,0.71219265],"study_design_scores_gemma":[0.0012368831,0.00037261337,0.010055082,0.000043695643,0.000112312395,0.000007332664,0.000022030717,0.805039,0.18195604,0.00056314556,0.00020366414,0.00038823648],"about_ca_topic_score_codex":0.00007297026,"about_ca_topic_score_gemma":0.000008180143,"teacher_disagreement_score":0.75277704,"about_ca_system_score_codex":0.00018917897,"about_ca_system_score_gemma":0.000036902326,"threshold_uncertainty_score":0.89508224},"labels":[],"label_agreement":null},{"id":"W2056440476","doi":"10.1007/s10570-007-9124-1","title":"Identification of a chemical indicator of the rupture of 1,4-β-glycosidic bonds of cellulose in an oil-impregnated insulating paper system","year":2007,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Kraft paper; Cellulose; Methanol; Moisture; Materials science; Electrical insulation paper; Organic chemistry; Chemistry; Composite material; Transformer","score_opus":0.0059565173020402675,"score_gpt":0.2061686144224478,"score_spread":0.20021209712040752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056440476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99776024,0.0005952666,0.0006564106,0.00000432033,0.00013527468,0.00015514718,0.000036421334,0.000025203432,0.0006316943],"genre_scores_gemma":[0.9997991,0.000020952359,0.000097020704,0.0000024283024,0.000016269369,0.000005020543,0.000027785622,0.000024488436,0.0000069654116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984221,0.000028952256,0.0009852151,0.00013619919,0.00026086625,0.0001666777],"domain_scores_gemma":[0.99912655,0.000093807015,0.00030684518,0.00032989873,0.00009529938,0.000047595167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041108113,0.00012841265,0.00028235244,0.00017715927,0.00000925072,0.0000037896448,0.00022437455,0.00018034854,0.000010338952],"category_scores_gemma":[0.000045428395,0.00011162908,0.00007438656,0.00048633595,0.00008195084,0.00012796294,0.000021614771,0.00015557896,8.530153e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002058835,0.00013715678,0.008473783,0.0011151744,0.000019654319,8.5906936e-7,0.0014445301,0.00089834724,0.985648,0.0008602002,0.0000041862118,0.0013775205],"study_design_scores_gemma":[0.00043593525,0.000032166463,0.03967416,0.00039386484,0.0000348685,9.086495e-7,0.00015653102,0.016472122,0.9426612,0.00003530323,0.000010580383,0.000092330156],"about_ca_topic_score_codex":0.000043524717,"about_ca_topic_score_gemma":0.000007819093,"teacher_disagreement_score":0.04298677,"about_ca_system_score_codex":0.000059123064,"about_ca_system_score_gemma":0.000027615648,"threshold_uncertainty_score":0.45521018},"labels":[],"label_agreement":null},{"id":"W2057378733","doi":"10.1109/tdei.2013.6508773","title":"New methods of DGA diagnosis using IEC TC 10 and related databases Part 1: application of gas-ratio combinations","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Acetylene; Methane; Ethylene; Methane gas; Gas analysis; Dissolved gas analysis; Gas chromatography; Computer science; Database; Materials science; Data mining; Process engineering; Chemistry; Engineering; Chromatography; Organic chemistry","score_opus":0.02299641171267606,"score_gpt":0.27585544869983764,"score_spread":0.25285903698716156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057378733","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19926545,0.0007059598,0.799286,0.00004488155,0.00009135833,0.00037712939,0.00001882366,0.000044383924,0.00016602049],"genre_scores_gemma":[0.9898294,0.0023762332,0.007643032,0.000008715555,0.000014032708,0.000057679314,0.00002816481,0.000024041437,0.000018702705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988386,0.00004981184,0.00053875323,0.00020729231,0.00017047724,0.00019505077],"domain_scores_gemma":[0.9990894,0.00038513562,0.0001079248,0.00015533506,0.00015641986,0.00010579258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540963,0.00016808283,0.00025329815,0.00039089087,0.00010819155,0.000027213424,0.000052786596,0.00012698985,0.000061354076],"category_scores_gemma":[0.00003942642,0.00017733047,0.000053164567,0.0010424388,0.000035170226,0.00034648762,0.0000010351685,0.0001841734,0.0000027879687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002567401,0.00037296375,0.0006403439,0.00009587273,0.00014919533,2.1348201e-7,0.00021345087,0.06279297,0.09866738,0.0040220004,0.000109828514,0.8329101],"study_design_scores_gemma":[0.0005362116,0.00020241382,0.0055206097,0.000033668748,0.00012705615,0.0000032973467,0.0000050461804,0.8732562,0.11774562,0.002118683,0.00026952257,0.00018166854],"about_ca_topic_score_codex":0.0003026569,"about_ca_topic_score_gemma":0.000008644445,"teacher_disagreement_score":0.83272845,"about_ca_system_score_codex":0.000057817622,"about_ca_system_score_gemma":0.00003372509,"threshold_uncertainty_score":0.72313267},"labels":[],"label_agreement":null},{"id":"W2060877147","doi":"10.1021/ac010063f","title":"Simultaneous Determination of Dissolved Gases and Moisture in Mineral Insulating Oils by Static Headspace Gas Chromatography with Helium Photoionization Pulsed Discharge Detection","year":2001,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Chemistry; Analytical Chemistry (journal); Gas chromatography; Helium; Dissolved gas analysis; Flame ionization detector; Chromatography; Moisture; Detection limit; Carbon dioxide; Methane; Transformer oil","score_opus":0.003456590216684177,"score_gpt":0.20098709589676939,"score_spread":0.1975305056800852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060877147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652318,0.00011348492,0.03411403,0.000031615495,0.000012377518,0.00010673563,0.000020588803,0.000044650107,0.00032471848],"genre_scores_gemma":[0.99946386,0.00013357175,0.00020796906,0.000008333774,0.00001678127,0.0000102540425,0.0001244307,0.000019838937,0.000014976745],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992502,0.000007582335,0.00025045313,0.00016050467,0.00014882996,0.000182428],"domain_scores_gemma":[0.99962956,0.000115431794,0.000042606618,0.000088693094,0.00005146525,0.00007224972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004530369,0.00014682031,0.00017335781,0.00005486982,0.00003158161,0.000025016798,0.00003665208,0.00008691265,0.000014783906],"category_scores_gemma":[0.0000864485,0.00013909406,0.000026684977,0.00035230484,0.00005255934,0.00013177074,0.000005051346,0.00011261265,2.4998513e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081521386,0.00016813408,0.048157062,0.00054984645,0.000040024737,0.000021504253,0.0003275541,0.011546662,0.93535084,0.000006544681,0.000013939822,0.0037363614],"study_design_scores_gemma":[0.0006254534,0.000049690432,0.004952649,0.00013064747,0.000039092778,0.000013561283,0.00008065101,0.801795,0.1920575,0.000046946527,0.000028851624,0.0001799313],"about_ca_topic_score_codex":0.000055634933,"about_ca_topic_score_gemma":0.00007025146,"teacher_disagreement_score":0.79024833,"about_ca_system_score_codex":0.000041749743,"about_ca_system_score_gemma":0.000007323236,"threshold_uncertainty_score":0.5672091},"labels":[],"label_agreement":null},{"id":"W2068517031","doi":"10.1109/ceidp.2012.6378919","title":"Influence of aging byproducts on the gassing tendency of transformer oils","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Dissolved gas analysis; Hydrocarbon; Transformer; Petroleum engineering; Gas chromatography; Petroleum; Environmental science; Crude oil; Waste management; Chemistry; Engineering; Organic chemistry; Electrical engineering; Chromatography","score_opus":0.011970554026596757,"score_gpt":0.21672205314397064,"score_spread":0.2047514991173739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068517031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97724646,0.00025280146,0.0031677808,0.00011443079,0.00009170107,0.00008597388,0.0000040767754,0.000030104715,0.019006666],"genre_scores_gemma":[0.9996094,0.000103774364,0.00020508275,0.00003183112,0.000023770253,0.0000031642926,0.0000011727144,0.00001037542,0.000011410927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946016,0.000006832967,0.00019016242,0.000048263013,0.00012931014,0.00016526578],"domain_scores_gemma":[0.9997069,0.00008287489,0.000019047442,0.00012739972,0.00003387131,0.000029907973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016110153,0.00007345737,0.00008775874,0.000047654485,0.00002243273,0.0000042033757,0.00006998425,0.000025473078,0.00003744895],"category_scores_gemma":[0.00002853351,0.00004908734,0.00003166433,0.00012844213,0.000028919772,0.00021248155,0.0000017471878,0.00006831794,0.00000649123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007931457,0.00015725536,0.02170222,0.00044356752,0.00008948518,2.7635954e-7,0.004431476,0.08963735,0.8310562,0.035651255,0.00022552126,0.016597511],"study_design_scores_gemma":[0.00009245898,0.000020704489,0.11053627,0.000104570325,0.000016039972,5.925174e-7,0.000048365353,0.00095312856,0.88757974,0.00018813521,0.0003760116,0.00008395555],"about_ca_topic_score_codex":0.000017456305,"about_ca_topic_score_gemma":0.0000015191714,"teacher_disagreement_score":0.08883405,"about_ca_system_score_codex":0.000010975011,"about_ca_system_score_gemma":0.000007133762,"threshold_uncertainty_score":0.20017236},"labels":[],"label_agreement":null},{"id":"W2073558780","doi":"10.3390/en6042204","title":"On the Feasibility of Using Poles Computed from Frequency Domain Spectroscopy to Assess Oil Impregnated Paper Insulation Conditions","year":2013,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Dissipation factor; Dielectric; Materials science; Permittivity; Water content; Moisture; Composite material; Frequency domain; Electrical insulation paper; Insulation system; Volume (thermodynamics); Dielectric loss; Dissipation; Electrical engineering; Engineering; Voltage; Geotechnical engineering; Mathematics; Thermodynamics; Optoelectronics; Physics","score_opus":0.028603392260608825,"score_gpt":0.2625742128971325,"score_spread":0.2339708206365237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073558780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897177,0.00007740532,0.007911449,0.0001572892,0.00021753834,0.00012329499,0.00011284297,0.00009640091,0.0015860706],"genre_scores_gemma":[0.99467635,0.00001930111,0.005086526,0.000067605346,0.000035129975,0.00001844836,0.000078496174,0.000016161855,0.0000019799488],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993805,0.000033382992,0.00021064597,0.00011460678,0.00012688646,0.00013396036],"domain_scores_gemma":[0.99940574,0.0002613695,0.000029648609,0.0002047504,0.000061124316,0.000037381884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005102981,0.00011331847,0.00012229942,0.00006328969,0.00007053992,0.00004140903,0.000096005206,0.000052974083,0.00023292369],"category_scores_gemma":[0.000040314288,0.00008948456,0.000037489357,0.00017648251,0.000032950455,0.00019887474,0.000009902723,0.000076900076,0.000014677923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023467426,0.000029369896,0.0019347037,0.000009776535,0.000029623436,2.2048802e-7,0.00030440922,0.16500784,0.8139486,0.018544558,0.00010214005,0.00008645433],"study_design_scores_gemma":[0.00039985924,0.000072478164,0.6663809,0.00027188138,0.000030538435,4.6628847e-7,0.00026763632,0.066463575,0.18674466,0.079018496,0.00003130535,0.0003182223],"about_ca_topic_score_codex":0.00092392904,"about_ca_topic_score_gemma":0.00005267697,"teacher_disagreement_score":0.6644462,"about_ca_system_score_codex":0.00007114222,"about_ca_system_score_gemma":0.000014535174,"threshold_uncertainty_score":0.36490744},"labels":[],"label_agreement":null},{"id":"W2073733223","doi":"10.1115/fedsm-icnmm2010-30778","title":"Analytical Treatment of Heat Transfer in Electrokinetic Flows","year":2010,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ferdowsi University of Mashhad","keywords":"Electrokinetic phenomena; Zeta potential; Slip ratio; Mechanics; Microchannel; Slip (aerodynamics); Electric field; Electric potential; Heat transfer; Electro-osmosis; Electrohydrodynamics; Flow velocity; Voltage; Thermodynamics; Chemistry; Flow (mathematics); Physics; Electrophoresis; Quantum mechanics; Shear stress","score_opus":0.00669189330708262,"score_gpt":0.21323593995517753,"score_spread":0.20654404664809492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073733223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807574,0.0000445119,0.004992698,0.00004336167,0.000090431466,0.00008507418,0.000003201276,0.000030331132,0.013952976],"genre_scores_gemma":[0.9996411,0.00013658746,0.00016848868,0.00000375822,0.000016794067,0.000006585012,0.0000056790027,0.000008052358,0.000012958948],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996522,0.0000019989823,0.00012910047,0.00005451929,0.00004726354,0.000114884584],"domain_scores_gemma":[0.999866,0.0000235673,4.9131506e-7,0.00007217678,0.000007297609,0.000030484636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017486142,0.00006279078,0.00009785977,0.00006559852,0.000003831143,0.0000035852484,0.000024407556,0.000042399875,0.00020099012],"category_scores_gemma":[0.0000019391127,0.00005160113,0.000033141074,0.00009125269,0.000008402641,0.000029242725,4.0308936e-7,0.00004583897,0.0000067615533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039522398,0.0007544182,0.030267173,0.0000717794,0.00011245083,0.0000111958825,0.0007568171,0.047023043,0.85505754,0.0322621,0.000085157175,0.033558827],"study_design_scores_gemma":[0.0008844771,0.00023425289,0.05955378,0.000006106888,0.000021983484,0.0000021330827,0.000005567344,0.71849376,0.21686445,0.0001478581,0.0036607257,0.00012492023],"about_ca_topic_score_codex":0.00005286508,"about_ca_topic_score_gemma":0.000594463,"teacher_disagreement_score":0.6714707,"about_ca_system_score_codex":0.000017093,"about_ca_system_score_gemma":0.000006216357,"threshold_uncertainty_score":0.22007008},"labels":[],"label_agreement":null},{"id":"W2075152263","doi":"10.1109/eic.2013.6554237","title":"Experience with frequency response analysis (FRA) for the mechanical condition assessment of transformer windings","year":2013,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Electromagnetic coil; Transformer; Frequency response; Current transformer; Rotary variable differential transformer; Electronic engineering; Engineering; Acoustics; Electrical engineering; Computer science; Voltage; Physics","score_opus":0.009416723862320602,"score_gpt":0.26035581970010657,"score_spread":0.25093909583778595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075152263","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45462438,0.000011392218,0.544241,0.00012713522,0.000030568946,0.00029141578,0.000013555561,0.000027878816,0.0006326715],"genre_scores_gemma":[0.9944305,0.000030934134,0.0051788753,0.000036734167,0.000007803592,0.00026608503,0.000018664248,0.000010824258,0.000019583917],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994013,0.000010173985,0.00020240693,0.000095970514,0.00015062638,0.0001395576],"domain_scores_gemma":[0.99943596,0.00029848525,0.000021277501,0.00013392973,0.00007370463,0.00003666385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015638336,0.00008838577,0.00013159368,0.000086774366,0.00005228749,0.00002483815,0.00008675714,0.000041054078,0.00041102225],"category_scores_gemma":[0.000011995534,0.00005433211,0.00007998771,0.000293504,0.000032837037,0.0002317282,0.0000012329242,0.000052015537,0.0000021167662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002409346,0.00025036387,0.025854327,0.00017785974,0.0031575798,0.0000015209139,0.0051036,0.0811766,0.7983688,0.078349166,0.0006405935,0.006678625],"study_design_scores_gemma":[0.0007600619,0.0003538398,0.4233919,0.00002344132,0.00052811485,0.0000013048578,0.00072911463,0.49786633,0.07472649,0.0010280203,0.00034379415,0.00024758742],"about_ca_topic_score_codex":0.000071074086,"about_ca_topic_score_gemma":0.00003277032,"teacher_disagreement_score":0.72364235,"about_ca_system_score_codex":0.000031697593,"about_ca_system_score_gemma":0.000015686426,"threshold_uncertainty_score":0.45004052},"labels":[],"label_agreement":null},{"id":"W2077821056","doi":"10.1021/ie010785x","title":"An Efficient Method to Calculate Three-Phase Free-Water Flash for Water−Hydrocarbon Systems","year":2002,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Honeywell (Canada)","funders":"","keywords":"Flash evaporation; Flash (photography); Phase (matter); Computation; Hydrocarbon; Work (physics); Reduction (mathematics); Flash point; Binary number; Thermodynamics; Computer science; Chemistry; Mathematics; Algorithm; Optics; Physics; Arithmetic","score_opus":0.0816749340755268,"score_gpt":0.33697399631162517,"score_spread":0.2552990622360984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077821056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94233966,0.00014177412,0.0542655,0.00013946675,0.0007607224,0.0011594795,0.00014609985,0.00044127775,0.0006060336],"genre_scores_gemma":[0.99787205,0.0000064468436,0.0003460147,0.0000027942904,0.0010709642,0.0003304817,0.000119017735,0.00011230891,0.00013991636],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974073,0.000028492399,0.00043996773,0.00041525572,0.00057576253,0.0011331985],"domain_scores_gemma":[0.99862474,0.00016993238,0.000010028967,0.00058608357,0.00015153951,0.00045768105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011928158,0.000298402,0.00031713033,0.00018677933,0.00012299584,0.00021319132,0.0004930211,0.00039030216,0.00009074861],"category_scores_gemma":[0.00013602013,0.00025034643,0.00009214336,0.00028234735,0.000021355805,0.00009953907,0.000059547903,0.000664364,0.00006212954],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016183045,0.000048608646,0.0000033108035,0.0001030302,0.000028073464,0.0000061701294,0.00012362012,0.4816431,0.51673967,0.000010702676,0.00044566576,0.0008318782],"study_design_scores_gemma":[0.0009868257,0.00007349094,0.000001458998,0.00005856642,0.00001093928,0.0000038678936,0.000006705038,0.5091201,0.477945,0.000006023896,0.011594245,0.00019273999],"about_ca_topic_score_codex":0.000053740863,"about_ca_topic_score_gemma":0.0000010116842,"teacher_disagreement_score":0.055532407,"about_ca_system_score_codex":0.00028383403,"about_ca_system_score_gemma":0.000013419918,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W2080457492","doi":"10.1109/ceidp.2011.6232721","title":"Parameters affecting the static electrification of aged transformer oils","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Electrification; Transformer oil; Transformer; Amplitude; Impurity; Voltage; Materials science; Environmental science; Electrical engineering; Chemistry; Engineering; Physics; Optics; Organic chemistry","score_opus":0.023467333390978812,"score_gpt":0.22609304976904296,"score_spread":0.20262571637806415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080457492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6048297,0.00037987097,0.36926892,0.000052484465,0.00075426704,0.00080141576,0.00002767694,0.0001907227,0.02369488],"genre_scores_gemma":[0.99696237,0.00081328774,0.0020103657,0.000020050322,0.000022207378,0.00006108481,0.000060063765,0.00003526859,0.000015287276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990935,0.0000316436,0.00037460754,0.00015452101,0.00014404861,0.00020168902],"domain_scores_gemma":[0.99938524,0.00018349127,0.000065449385,0.00029236983,0.000038775128,0.0000346747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026868915,0.00019331032,0.00022020629,0.00009274565,0.000036321002,0.000026326461,0.00019071015,0.00014940658,0.000049916816],"category_scores_gemma":[0.000030113515,0.0001443208,0.00012403764,0.00010845925,0.00003070081,0.00006545964,0.0000040538666,0.00039844908,0.000008553477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011312254,0.00044463147,0.0018718259,0.007564046,0.002470457,0.0000033264412,0.040339034,0.27852643,0.35035747,0.011851447,0.003186102,0.3032721],"study_design_scores_gemma":[0.0005149957,0.000105956635,0.021072075,0.0003763414,0.0003850482,0.00000228608,0.0002082793,0.047961004,0.9159879,0.0124887545,0.00020826554,0.00068906957],"about_ca_topic_score_codex":0.00017495622,"about_ca_topic_score_gemma":0.000048892187,"teacher_disagreement_score":0.56563044,"about_ca_system_score_codex":0.000040448598,"about_ca_system_score_gemma":0.00002729335,"threshold_uncertainty_score":0.58852315},"labels":[],"label_agreement":null},{"id":"W2081337353","doi":"10.1002/etep.134","title":"Aging of transformer insulating materials under selective conditions","year":2006,"lang":"en","type":"article","venue":"European Transactions on Electrical Power","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Aramid; Moisture; Transformer; Cellulose; Electrical insulation paper; Switchgear; Materials science; Ageing; Kraft paper; Composite material; Transformer oil; Pulp and paper industry; Forensic engineering; Electrical engineering; Chemical engineering; Engineering; Voltage","score_opus":0.005809998036219397,"score_gpt":0.20456575207200403,"score_spread":0.19875575403578463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081337353","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33685428,0.000111922986,0.58540577,0.00006901463,0.00039387768,0.00031264665,0.00014309802,0.00038173952,0.07632767],"genre_scores_gemma":[0.9994395,0.00004290219,0.00020491729,0.00005575786,0.00004308741,0.0000100212965,0.000037366928,0.000070653536,0.000095787334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878436,0.000068687565,0.00045603004,0.00018391745,0.00018872602,0.00031825705],"domain_scores_gemma":[0.99960893,0.00009807505,0.000038613758,0.0001337604,0.00006247629,0.000058119036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012876435,0.00019849066,0.00021061845,0.00025249217,0.00012741989,0.000029663592,0.000091277485,0.000056934492,0.00029229594],"category_scores_gemma":[0.000004461024,0.00020396843,0.000107413856,0.0005070475,0.000041677748,0.00017135692,4.5735618e-7,0.00024149318,0.00007334387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056740388,0.00066300674,0.0000957512,0.000060161437,0.00024349701,0.0000127733765,0.00038437318,0.26961467,0.71108276,0.012936071,0.00068427616,0.004165953],"study_design_scores_gemma":[0.0019202265,0.00051319756,0.08350562,0.00014002546,0.00017212433,0.000022954668,0.000038469178,0.007263095,0.90041304,0.002271442,0.0028511924,0.00088862074],"about_ca_topic_score_codex":0.000020538393,"about_ca_topic_score_gemma":0.000005032376,"teacher_disagreement_score":0.6625852,"about_ca_system_score_codex":0.00008307642,"about_ca_system_score_gemma":0.000015328811,"threshold_uncertainty_score":0.83175915},"labels":[],"label_agreement":null},{"id":"W2088302359","doi":"10.1109/tie.2014.2361114","title":"Induction Machine Insulation Health State Monitoring Based on Online Switching Transient Exploitation","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"Technische Universität Wien","keywords":"Ringing; Inverter; Transient (computer programming); Electrical engineering; Engineering; Power (physics); Automotive engineering; Insulation system; Voltage; Reliability engineering; Electronic engineering; Computer science","score_opus":0.028137541682050987,"score_gpt":0.2525016854852604,"score_spread":0.22436414380320943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088302359","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28234914,0.00004477255,0.714611,0.00033341022,0.0018297682,0.00037967047,0.000056122197,0.00031752928,0.000078625315],"genre_scores_gemma":[0.9985852,0.00032530373,0.0005110936,0.000095611205,0.0002680084,0.000047992475,0.000079002515,0.00007683504,0.000010952953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99814385,0.000107094835,0.0005524971,0.0002983321,0.00041099722,0.00048720988],"domain_scores_gemma":[0.99929845,0.0001647254,0.0000900243,0.000238131,0.000057603804,0.00015106052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037474313,0.00030183527,0.00026263684,0.0004253938,0.00027855395,0.00006239173,0.000101099875,0.00017015814,0.000015318537],"category_scores_gemma":[0.000014653049,0.00033340268,0.000107934284,0.000499679,0.000012814274,0.0002966423,2.4930262e-7,0.0010201167,0.000010895902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009546349,0.0001692883,0.00001720535,0.000016376822,0.000026397769,2.1937544e-7,0.00019470823,0.75503385,0.0030531664,0.00003745035,0.000013288807,0.24134256],"study_design_scores_gemma":[0.0028036053,0.0014610138,0.0007865943,0.00021548285,0.000045970726,0.0000020924351,0.000040697123,0.9478896,0.042877063,0.00017535982,0.0032671047,0.00043538708],"about_ca_topic_score_codex":0.00008246239,"about_ca_topic_score_gemma":0.0000792382,"teacher_disagreement_score":0.71623605,"about_ca_system_score_codex":0.00079794193,"about_ca_system_score_gemma":0.00013937113,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W2089374963","doi":"10.1007/s10570-009-9293-1","title":"Pulsed KrF excimer laser induced degradation of cellulose based insulating paper","year":2009,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Irradiation; Degradation (telecommunications); Laser; Cellulose; Excimer laser; Scanning electron microscope; Analytical Chemistry (journal); Breakage; Activation energy; Hydrolysis; Moisture; Ultraviolet; Chemical engineering; Composite material; Chemistry; Organic chemistry; Optics; Optoelectronics","score_opus":0.013328421824019221,"score_gpt":0.21404611382491648,"score_spread":0.20071769200089726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089374963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98079455,0.00015455991,0.00842968,0.00007936749,0.00026445586,0.00022761346,0.000012411725,0.00015758524,0.009879773],"genre_scores_gemma":[0.9986056,0.000021353793,0.00087580236,0.0001350496,0.000056746438,0.000007277455,0.0001508511,0.00003214992,0.00011518048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989475,0.000022907541,0.00039381123,0.00017390975,0.0002082153,0.0002536494],"domain_scores_gemma":[0.99946964,0.00007870401,0.00005820319,0.00023571662,0.00006908327,0.00008866592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012847836,0.00019221516,0.00019747131,0.00014286848,0.000034787416,0.000024604135,0.00010978968,0.00013550377,0.00022709169],"category_scores_gemma":[0.00003951167,0.00019869325,0.000081646176,0.0002912265,0.000016055701,0.0002705872,0.000005205142,0.0001564892,0.000040606254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022384762,0.00017350432,0.00096868956,0.000084428095,0.00002640525,0.000006196777,0.00027012746,0.009861871,0.95185816,0.00052772707,0.0003539154,0.035846576],"study_design_scores_gemma":[0.0009781378,0.00011710469,0.023289723,0.00007544522,0.000041925632,5.9890823e-7,0.000015055749,0.1911649,0.7821183,0.00037103,0.001511197,0.00031658154],"about_ca_topic_score_codex":0.000023545377,"about_ca_topic_score_gemma":0.0000043448786,"teacher_disagreement_score":0.18130302,"about_ca_system_score_codex":0.000048247024,"about_ca_system_score_gemma":0.000026068876,"threshold_uncertainty_score":0.81024754},"labels":[],"label_agreement":null},{"id":"W2095275259","doi":"10.1109/tia.2013.2291936","title":"Frequency Response Analysis for Phase-Shifting Transformers in Oil Field Facilities","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Transformer; Troubleshooting; Engineering; Current transformer; Distribution transformer; Electrical engineering; Frequency response; Electronic engineering; Computer science; Reliability engineering; Voltage","score_opus":0.018454100143040355,"score_gpt":0.26668507541779957,"score_spread":0.2482309752747592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095275259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13111773,0.000017569806,0.8655776,0.0004207915,0.000102725164,0.00027805867,0.00037047185,0.00016439271,0.0019506911],"genre_scores_gemma":[0.9968945,0.000055351135,0.0010552739,0.00007363195,0.000036147154,0.0016104879,0.00003563064,0.000024991241,0.00021402811],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893653,0.00003183004,0.00039191474,0.00023307135,0.00012271412,0.00028394983],"domain_scores_gemma":[0.9989204,0.0006785593,0.000025922312,0.00023913282,0.000043247495,0.00009278496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026988087,0.00017909761,0.00020980161,0.00048018782,0.00017804695,0.00003450777,0.00012841918,0.00032363992,0.00012348991],"category_scores_gemma":[0.00001302959,0.00020784975,0.00016534408,0.00093369413,0.000032811662,0.00016972455,1.8561536e-7,0.00049161736,0.0000139021195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017239321,0.00047418795,0.00030605483,0.00015871237,0.00045326503,4.3074192e-7,0.0012360704,0.67740524,0.013074427,0.001056924,0.00010125101,0.30556104],"study_design_scores_gemma":[0.006990675,0.0008108141,0.0028206194,0.00017361237,0.0013058237,0.0000049724486,0.0016817951,0.7208756,0.18547648,0.0029857582,0.074937806,0.001936036],"about_ca_topic_score_codex":0.000059771686,"about_ca_topic_score_gemma":0.00018878223,"teacher_disagreement_score":0.8657767,"about_ca_system_score_codex":0.00009907839,"about_ca_system_score_gemma":0.000030439427,"threshold_uncertainty_score":0.8475867},"labels":[],"label_agreement":null},{"id":"W2099320099","doi":"10.1109/ceidp.1998.733918","title":"A two fluid model of EHD flow in dielectric liquids","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Electrohydrodynamics; Flow (mathematics); Fluid dynamics; Mechanics; Transformer oil; Liquid dielectric; Coulomb; Transformer; Charge (physics); Physics; Electric field; Dielectric; Classical mechanics; Voltage; Quantum mechanics","score_opus":0.014726298812553931,"score_gpt":0.20268282379091546,"score_spread":0.18795652497836152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099320099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61265635,0.0007498893,0.20720501,0.00005821034,0.00009965004,0.00013708089,0.000008052881,0.00012425048,0.17896147],"genre_scores_gemma":[0.997541,0.00047024328,0.0018507702,0.000020219572,0.000010960208,0.000005817361,0.0000022944755,0.000010333457,0.00008837869],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999619,0.0000022478182,0.00014215289,0.000053375057,0.00006182449,0.000121397214],"domain_scores_gemma":[0.99987084,0.000017936922,0.000004114707,0.00007168643,0.000012877491,0.000022576189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030056119,0.00005738726,0.00007998998,0.000099905905,0.000005622598,0.00000437853,0.000043053173,0.000028616163,0.00011332199],"category_scores_gemma":[0.000007799741,0.000056330082,0.00002252357,0.00017778555,0.000004574755,0.00008105881,0.0000026319788,0.000048163743,0.000016000497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018941334,0.000037259284,0.00021725245,0.000020497135,0.000006868652,5.725359e-7,0.00022860606,0.973342,0.016686546,0.0027814393,0.00032832945,0.0063487585],"study_design_scores_gemma":[0.0002556719,0.000022295424,0.00030380007,0.000009384917,0.0000031495442,2.550951e-7,0.0000017501914,0.98679507,0.012169102,0.00027552096,0.000097481934,0.000066540815],"about_ca_topic_score_codex":0.000017645596,"about_ca_topic_score_gemma":0.000024654253,"teacher_disagreement_score":0.3848846,"about_ca_system_score_codex":0.000019891719,"about_ca_system_score_gemma":0.0000024900544,"threshold_uncertainty_score":0.22970742},"labels":[],"label_agreement":null},{"id":"W2101041650","doi":"10.1109/icdl.1990.202955","title":"On the influence of metal deactivators on some properties of transformer oils","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Transformer oil; Metal; Mineral oil; Thermal; Chemistry; Process engineering; Computer science; Petroleum engineering; Materials science; Biochemical engineering; Pulp and paper industry; Electrical engineering; Engineering; Metallurgy; Thermodynamics; Voltage; Physics","score_opus":0.016930460938596868,"score_gpt":0.18369062335501876,"score_spread":0.1667601624164219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101041650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894417,0.00008888571,0.00012439009,0.000117857126,0.000042450312,0.00011931308,0.000005358514,0.000027787417,0.0100322785],"genre_scores_gemma":[0.99972457,0.00015150753,0.000013253203,0.00006199042,0.0000051359843,0.000009024824,3.9923083e-7,0.000010033881,0.000024076478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953836,0.0000061396404,0.00016709969,0.000052654046,0.00014005206,0.00009569427],"domain_scores_gemma":[0.999779,0.00006562231,0.000014401803,0.00010272643,0.000019976133,0.000018283778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045497367,0.000080030644,0.000099912526,0.000048045167,0.000017223645,0.0000039415963,0.00007059372,0.000030614694,0.00009868087],"category_scores_gemma":[0.000022725522,0.000046163816,0.000045690926,0.000078700825,0.000034239714,0.00014255321,0.0000010295258,0.00007007372,0.000016437465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021479402,0.00017122726,0.00012391318,0.00013856516,0.000117461306,3.7344003e-7,0.0012496945,0.09338844,0.83770645,0.06364175,0.00020257488,0.0032380924],"study_design_scores_gemma":[0.00013576138,0.000103584,0.0024143863,0.00007868936,0.000012108341,2.2310371e-7,0.000020873047,0.004463073,0.9921153,0.00037226646,0.0002103545,0.000073358686],"about_ca_topic_score_codex":0.000018352119,"about_ca_topic_score_gemma":0.0000015744654,"teacher_disagreement_score":0.15440889,"about_ca_system_score_codex":0.000010375385,"about_ca_system_score_gemma":0.0000025636937,"threshold_uncertainty_score":0.18825059},"labels":[],"label_agreement":null},{"id":"W2102127451","doi":"10.1109/tpwrd.2014.2329282","title":"A Method to Determine Stray Voltage Sources—Part II: Verifications and Applications","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stray voltage; Ground; Sensitivity (control systems); Voltage; Index (typography); Engineering; Computer science; Electrical engineering; Electronic engineering","score_opus":0.010553577506405643,"score_gpt":0.22229149202195325,"score_spread":0.2117379145155476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102127451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056266617,0.00005479451,0.94012415,0.00008936124,0.00025480337,0.0003834975,0.00014059858,0.0002526748,0.002433481],"genre_scores_gemma":[0.9930721,0.00009719475,0.0060124933,0.00023385965,0.00004802761,0.0002694225,0.000011629104,0.000043816755,0.00021147021],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904233,0.000021910195,0.00026775894,0.00027553452,0.00014810209,0.0002443601],"domain_scores_gemma":[0.9992551,0.00015724024,0.000020799198,0.0003139638,0.00005898345,0.00019386834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014036482,0.00019781625,0.00016534988,0.0002290815,0.0002852685,0.00004927714,0.00012256161,0.00009649381,0.00012332061],"category_scores_gemma":[0.000002438529,0.00021897952,0.000071059505,0.00027955408,0.000030735162,0.00016859958,0.000001198086,0.00018681362,0.00010594883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006277711,0.00061555346,0.00007118945,0.00015187802,0.00024561156,0.000002609427,0.0022797529,0.37579736,0.0904217,0.002579618,0.0023270878,0.52544487],"study_design_scores_gemma":[0.001286362,0.0006311691,0.0029682957,0.00011322197,0.00024985155,0.000026803968,0.00016273253,0.13706063,0.11988822,0.00054223824,0.7358613,0.0012091933],"about_ca_topic_score_codex":0.00001895949,"about_ca_topic_score_gemma":0.000024306282,"teacher_disagreement_score":0.9368055,"about_ca_system_score_codex":0.000045684763,"about_ca_system_score_gemma":0.000013606954,"threshold_uncertainty_score":0.8929726},"labels":[],"label_agreement":null},{"id":"W2102555785","doi":"10.1109/holm.2002.1040850","title":"Load tap changers: investigations of contacts, contact wear and contact coking","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Powertech Labs (Canada)","funders":"Electric Power Research Institute","keywords":"Reversing; Contactor; Electrical contacts; Transformer; Contact resistance; Copper; Materials science; Electrical engineering; Engineering; Metallurgy; Mechanical engineering; Power (physics); Composite material; Voltage","score_opus":0.014756671836984803,"score_gpt":0.20969591006768912,"score_spread":0.1949392382307043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102555785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.897141,0.0013567919,0.011950892,0.00006591567,0.0003470644,0.0004107976,0.00003410547,0.00015734327,0.0885361],"genre_scores_gemma":[0.9987801,0.00043349492,0.00062106666,0.00007842371,0.00001442461,0.000015181871,0.000009769416,0.000016740061,0.000030810523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994231,0.000012972706,0.00020054355,0.000094673895,0.00011345396,0.00015527297],"domain_scores_gemma":[0.99963516,0.00010414869,0.000025563064,0.00009838531,0.000050135804,0.00008658312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110829795,0.000109043256,0.00015687649,0.000059828624,0.000034868885,0.000023595938,0.00003630481,0.000059867754,0.000111119996],"category_scores_gemma":[0.000078426005,0.00010771543,0.000027677776,0.00010065277,0.000020057245,0.00018574236,0.0000033695428,0.00007535958,0.000007900849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001754297,0.00014309626,0.08569018,0.0005342128,0.00039658058,0.000013132174,0.0042801946,0.0010254367,0.40295014,0.4988174,0.0020576343,0.004074457],"study_design_scores_gemma":[0.0059814425,0.00059369823,0.25019524,0.00079670525,0.00029073717,0.000039586772,0.001444097,0.034902453,0.5749076,0.004104925,0.1252599,0.0014836233],"about_ca_topic_score_codex":0.0000771026,"about_ca_topic_score_gemma":0.0000682964,"teacher_disagreement_score":0.49471247,"about_ca_system_score_codex":0.000041971794,"about_ca_system_score_gemma":0.000029661636,"threshold_uncertainty_score":0.43925077},"labels":[],"label_agreement":null},{"id":"W2102706598","doi":"10.1109/elinsl.2012.6251461","title":"Evaluation of underground submersible distribution transformers through oil analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Transformer; Dissolved gas analysis; Distribution transformer; Engineering; Transformer oil; Petroleum engineering; Oil analysis; Current transformer; Environmental science; Marine engineering; Reliability engineering; Electrical engineering; Voltage","score_opus":0.03140566175055641,"score_gpt":0.26663003048362105,"score_spread":0.23522436873306463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102706598","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3883118,0.0010929925,0.54345745,0.000028552935,0.00023692707,0.00006477366,0.00004764759,0.000062718034,0.06669716],"genre_scores_gemma":[0.99899405,0.00040823012,0.00017468851,0.0000057462084,0.00002578482,0.00001160777,0.0003523647,0.000008500055,0.000019002147],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990865,0.000028837538,0.00020468548,0.00006456196,0.00041273487,0.0002026569],"domain_scores_gemma":[0.9996915,0.000038281756,0.00001906308,0.0000857662,0.00012051099,0.00004488035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007209649,0.00008645368,0.00012790665,0.00006805934,0.000030987154,0.0000088386905,0.000037369227,0.000056981648,0.00023009125],"category_scores_gemma":[0.000018301596,0.000083369516,0.00010485244,0.00060138473,0.000019255935,0.00052421313,0.0000016407157,0.000043277923,0.000009250251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029078506,0.0006452749,0.065503314,0.00036539527,0.007234761,2.0461182e-7,0.0044192597,0.3738713,0.00907401,0.049199462,0.0017200157,0.48793793],"study_design_scores_gemma":[0.0012883404,0.000042923926,0.17184505,0.000023243834,0.008626393,0.0000010542713,0.0009291956,0.7561631,0.05440369,0.0015241347,0.0046550804,0.0004977974],"about_ca_topic_score_codex":0.0001034067,"about_ca_topic_score_gemma":0.00008485762,"teacher_disagreement_score":0.61068225,"about_ca_system_score_codex":0.00014749165,"about_ca_system_score_gemma":0.000016859549,"threshold_uncertainty_score":0.33997104},"labels":[],"label_agreement":null},{"id":"W2103038310","doi":"10.1109/eic.2013.6554274","title":"Influence of transformer oil acidity on insulating paper degradation","year":2013,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Kraft paper; Transformer oil; Degradation (telecommunications); Transformer; Environmental science; Petroleum; Renewable energy; Pulp and paper industry; Petroleum engineering; Electrical engineering; Engineering; Chemistry; Voltage","score_opus":0.007949794560149064,"score_gpt":0.19836049063809263,"score_spread":0.19041069607794356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103038310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649752,0.000019436186,0.0031026558,0.000056689765,0.00005299395,0.00007157496,0.000004683357,0.00008978738,0.031626996],"genre_scores_gemma":[0.99921143,0.000118755124,0.00048689105,0.00007678443,0.000013643674,0.000018411958,0.0000125351735,0.000013076157,0.000048461785],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99944353,0.0000052043824,0.00021952447,0.00007611582,0.00012595962,0.00012965298],"domain_scores_gemma":[0.999739,0.000054565604,0.000015484211,0.00009914242,0.00005320226,0.000038631464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004557747,0.000091511036,0.00009094424,0.000053540214,0.000024865914,0.000013471509,0.000054104043,0.000053215124,0.00020574259],"category_scores_gemma":[0.000020512141,0.00007983923,0.00003055418,0.000111537156,0.000014081142,0.0004886475,0.0000014226748,0.0000737797,0.000058765687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004937214,0.00006114174,0.0050120717,0.00015671637,0.00003580316,2.41114e-7,0.00041910578,0.38213888,0.49067292,0.0039851926,0.00022546975,0.11728754],"study_design_scores_gemma":[0.00055795745,0.00009396971,0.69101965,0.00012066223,0.000017094919,8.9859475e-7,0.000040845694,0.06955858,0.23533683,0.0009485496,0.0019828528,0.00032208627],"about_ca_topic_score_codex":0.00013355292,"about_ca_topic_score_gemma":0.000015185715,"teacher_disagreement_score":0.6860076,"about_ca_system_score_codex":0.000019899644,"about_ca_system_score_gemma":0.000005992106,"threshold_uncertainty_score":0.32557493},"labels":[],"label_agreement":null},{"id":"W2105665303","doi":"10.1109/tpwrd.2010.2091289","title":"A Techno-Economic Method for Replacing Transformers","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reliability engineering; Transformer; Life expectancy; Engineering; Expectancy theory; Decision process; Risk analysis (engineering); Computer science; Electrical engineering; Voltage; Management science; Business","score_opus":0.007123460162506104,"score_gpt":0.23118658365502073,"score_spread":0.22406312349251462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105665303","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08488886,0.00002332043,0.9082447,0.00008994769,0.0027426148,0.00042331446,0.00021845174,0.0004152504,0.0029535177],"genre_scores_gemma":[0.9847856,0.00011235647,0.014678813,0.000085104424,0.00003636718,0.00015409867,0.000008575478,0.00006807098,0.000071027134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900275,0.0000067946326,0.00030436052,0.00025753354,0.00010170418,0.00032686949],"domain_scores_gemma":[0.9994159,0.00019127014,0.000021125397,0.00023196927,0.000036175592,0.000103572616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018408145,0.00022244216,0.0001947598,0.00025569374,0.00015068748,0.00004199079,0.00012372794,0.00019723154,0.00023364971],"category_scores_gemma":[0.0000024164108,0.00024426574,0.00021106515,0.000114257164,0.000031500153,0.00029034325,2.1215526e-7,0.00039779991,0.00007110722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022443084,0.00020788405,0.000012921254,0.00014905307,0.0004235695,0.000004731902,0.0009917887,0.4034228,0.37185222,0.0009631051,0.0014486187,0.22029887],"study_design_scores_gemma":[0.0014056833,0.000242141,0.00007561456,0.00004444251,0.0001386709,0.000027756454,0.00009972777,0.45480022,0.5097981,0.0004389149,0.03227905,0.00064968376],"about_ca_topic_score_codex":0.000051199047,"about_ca_topic_score_gemma":0.00015975015,"teacher_disagreement_score":0.89989674,"about_ca_system_score_codex":0.000084884006,"about_ca_system_score_gemma":0.000036012752,"threshold_uncertainty_score":0.9960867},"labels":[],"label_agreement":null},{"id":"W2106766239","doi":"10.1109/icdl.1996.565475","title":"Interpretation of the physical mechanisms in the breakdown of long gaps in transformer oil","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Breakdown voltage; Transformer oil; Voltage; Electrical engineering; Materials science; Mechanics; Electric breakdown; Partial discharge; Physics; Engineering","score_opus":0.0062005238395022085,"score_gpt":0.19871658329112835,"score_spread":0.19251605945162614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106766239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94258964,0.00006948213,0.025312955,0.00017655452,0.000086342836,0.000108966386,0.0000059525664,0.000011633056,0.03163847],"genre_scores_gemma":[0.99980927,0.00008198933,0.000047066525,0.000026466483,0.000005362468,0.000008822639,0.0000015588547,0.0000060259395,0.000013440501],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995575,0.000016360946,0.00017950869,0.00004731005,0.0001155115,0.00008382171],"domain_scores_gemma":[0.9998115,0.00006796821,0.000012969063,0.00009030825,0.000010335534,0.0000069215093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008224246,0.00005814083,0.00008980777,0.00004692396,0.0000063940656,0.0000039860506,0.00010472483,0.000028234002,0.000038831364],"category_scores_gemma":[0.0000072182743,0.0000343838,0.000047121208,0.00020850167,0.000017062384,0.00008701436,0.0000017740996,0.00008376869,0.0000023078244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049893184,0.0012687634,0.0065365336,0.0008749418,0.000095791795,0.000004869128,0.09647357,0.2185382,0.16386427,0.078105204,0.00023987197,0.4339481],"study_design_scores_gemma":[0.0006178232,0.00005400536,0.06952166,0.00017958359,0.000018483115,0.0000019912989,0.00034120673,0.80685306,0.119369365,0.0028810191,0.000043245545,0.00011853709],"about_ca_topic_score_codex":0.000057154135,"about_ca_topic_score_gemma":0.00026864326,"teacher_disagreement_score":0.5883149,"about_ca_system_score_codex":0.000013270336,"about_ca_system_score_gemma":0.0000022005518,"threshold_uncertainty_score":0.14021307},"labels":[],"label_agreement":null},{"id":"W2108732142","doi":"10.1109/eic.2009.5166331","title":"Effect of oxygen on oil decay products formation","year":2009,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Oxygen; Dielectric; Materials science; Absorption (acoustics); Transformer; Chemical engineering; Chemistry; Waste management; Composite material; Analytical Chemistry (journal); Optoelectronics; Electrical engineering; Environmental chemistry; Organic chemistry; Engineering; Voltage","score_opus":0.004930883478868041,"score_gpt":0.2069661155157104,"score_spread":0.20203523203684234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108732142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018217,0.00007194922,0.0038460337,0.00010982162,0.00013771997,0.00008061287,0.000002180648,0.000116294206,0.09381372],"genre_scores_gemma":[0.9997187,0.00007195555,0.00010778865,0.000021240881,0.000022921944,0.0000025035667,0.000012868256,0.0000045380107,0.000037484013],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997105,0.0000056626586,0.00009799153,0.00004136924,0.00007137113,0.00007307957],"domain_scores_gemma":[0.99985546,0.00002925061,0.000008136372,0.00007514584,0.000016209457,0.000015821093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078855126,0.000055292345,0.00006392785,0.000043716525,0.000009619338,0.0000054455077,0.000029451612,0.000023766272,0.000010532901],"category_scores_gemma":[0.000013768311,0.000043625467,0.000016485112,0.00007800925,0.000002482071,0.00011465328,7.368383e-7,0.000028972223,0.00002554752],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054821354,0.0000597123,0.0000892471,0.00046732425,0.00002190989,9.4079667e-7,0.00034362377,0.03485286,0.15336297,0.0064782165,0.0029394813,0.8013289],"study_design_scores_gemma":[0.0002597112,0.00039246876,0.0037168555,0.000034218938,0.000007894085,6.0058767e-7,0.0000010725179,0.01657086,0.9769362,0.000044582062,0.0019697081,0.000065790926],"about_ca_topic_score_codex":0.0000011615416,"about_ca_topic_score_gemma":5.851488e-7,"teacher_disagreement_score":0.82357323,"about_ca_system_score_codex":0.000014017267,"about_ca_system_score_gemma":0.0000018400411,"threshold_uncertainty_score":0.1778995},"labels":[],"label_agreement":null},{"id":"W2109051739","doi":"10.1109/elinsl.1994.401398","title":"Heat transfer of transformer oil in Plexiglas pipe and paper-pressboard annular duct models","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer oil; Heat transfer; Pressboard; Transformer; Duct (anatomy); Materials science; Chemistry; Composite material; Petroleum engineering; Mechanics; Analytical Chemistry (journal); Electrical engineering; Chromatography; Engineering; Voltage; Physics","score_opus":0.01517060503738663,"score_gpt":0.1877299683951523,"score_spread":0.17255936335776567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109051739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.914245,0.0026942352,0.025017662,0.00025441215,0.00012394424,0.00012424037,0.000035653862,0.00009309207,0.05741178],"genre_scores_gemma":[0.99297684,0.0066255364,0.00021012602,0.00005302414,0.00001483035,0.000013497973,0.0000066445214,0.000026265854,0.00007320729],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991975,0.000008668467,0.00029289656,0.00014082955,0.00013394647,0.00022617285],"domain_scores_gemma":[0.99976075,0.00003421549,0.0000014704399,0.00011812537,0.000019424764,0.000066002256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059473983,0.0001513994,0.00021052927,0.00010834275,0.000017560045,0.000012878731,0.00006423287,0.00009361797,0.00038307125],"category_scores_gemma":[0.0000025820505,0.00014268434,0.00004974091,0.00014036566,0.000035223868,0.00044520944,0.0000017045742,0.00010868081,0.000004715161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068598885,0.000492837,0.002692899,0.0014054367,0.00021112344,0.000022501608,0.013894735,0.38410905,0.49400416,0.014527386,0.0010720143,0.08749926],"study_design_scores_gemma":[0.0023557225,0.00012076224,0.006344647,0.00015182678,0.00004935965,0.000008031337,0.00010962629,0.86050975,0.12270677,0.0010932835,0.0060066413,0.0005435831],"about_ca_topic_score_codex":0.00010358278,"about_ca_topic_score_gemma":0.00010691052,"teacher_disagreement_score":0.4764007,"about_ca_system_score_codex":0.000015712865,"about_ca_system_score_gemma":0.0000031345185,"threshold_uncertainty_score":0.5818499},"labels":[],"label_agreement":null},{"id":"W2109686517","doi":"10.1109/tdei.2009.5361568","title":"Some general remarks on the dielectric loss mechanisms in mineral oils","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dielectric; Copper; Thermal conduction; Mineral oil; Electrical conductor; Materials science; Particle (ecology); Dielectric loss; Copper sulfide; Sulfide; Ionic bonding; Sulfur; Particle size; Composite material; Mineralogy; Chemical physics; Chemistry; Metallurgy; Ion; Optoelectronics; Physical chemistry; Organic chemistry; Geology","score_opus":0.009411768433723124,"score_gpt":0.2146157389458873,"score_spread":0.20520397051216419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109686517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5574485,0.0006233615,0.43827388,0.0009886752,0.00038558006,0.0005588851,0.0000108796075,0.00021313048,0.0014970832],"genre_scores_gemma":[0.9965809,0.0023238745,0.00019158491,0.0006785109,0.00009495187,0.000042387197,0.000009371046,0.000028863702,0.000049530532],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984358,0.000053096544,0.00039194518,0.00029915365,0.0003063951,0.00051359955],"domain_scores_gemma":[0.9993541,0.0002717376,0.00003761273,0.0001876748,0.000043384913,0.0001054581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020481978,0.00028138832,0.00023212816,0.0005619585,0.00019633074,0.00008270209,0.00011777311,0.00021157482,0.000011378897],"category_scores_gemma":[0.00002119135,0.00023245365,0.00008839011,0.001414312,0.000018252076,0.00021873918,4.01264e-7,0.00063251023,0.000010233717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029402366,0.00096693257,0.000045465153,0.000026853126,0.0000984013,0.000029101513,0.00027409088,0.24298875,0.15905872,0.19200441,0.00032569075,0.40388757],"study_design_scores_gemma":[0.0008155466,0.0010345542,0.013528926,0.000028943614,0.000037552327,0.000009800738,0.0000018946494,0.8800915,0.06495048,0.038886677,0.00018064723,0.00043349928],"about_ca_topic_score_codex":0.000020026375,"about_ca_topic_score_gemma":0.000010008332,"teacher_disagreement_score":0.6371027,"about_ca_system_score_codex":0.00020398675,"about_ca_system_score_gemma":0.000024030722,"threshold_uncertainty_score":0.9479185},"labels":[],"label_agreement":null},{"id":"W2110558951","doi":"10.1109/ceidp.2002.1048821","title":"The impact of oil decay on gassing and reliability of aging power transformers","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ATCO (Canada)","funders":"","keywords":"Dissolved gas analysis; Transformer oil; Transformer; Reliability (semiconductor); Land reclamation; Accelerated aging; Electrical equipment; Electric power; Reliability engineering; Forensic engineering; Petroleum engineering; Voltage; Environmental science; Materials science; Engineering; Electrical engineering; Power (physics)","score_opus":0.0061170672119140596,"score_gpt":0.23205590079021096,"score_spread":0.22593883357829692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110558951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280488,0.00018336129,0.004542982,0.000020988957,0.00008085528,0.000039364826,0.0000040972886,0.000018883493,0.06706068],"genre_scores_gemma":[0.9993489,0.0004706855,0.00015059991,0.0000028411591,0.0000020050768,0.0000012310883,6.994218e-7,0.000009076078,0.000013969552],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953353,0.0000120023515,0.00018554814,0.000061164916,0.00008113551,0.00012658678],"domain_scores_gemma":[0.9996542,0.00017763874,0.000015518011,0.00009078325,0.000028283988,0.000033576845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020235211,0.00007653705,0.00009794617,0.000032048203,0.000036189085,0.000009639726,0.000029941804,0.00002974429,0.000024287518],"category_scores_gemma":[0.000028453878,0.00004782794,0.000060678012,0.000082766644,0.000045433462,0.00007398977,0.0000010343155,0.000058454207,4.779208e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018670165,0.0005809806,0.15623342,0.0010160785,0.000603782,0.00000303256,0.008467149,0.38325226,0.15676337,0.045043062,0.00095912727,0.24689105],"study_design_scores_gemma":[0.0020096048,0.00071266026,0.29083055,0.00035915963,0.00007349022,0.00000730997,0.0005958641,0.036904562,0.66190046,0.0022113628,0.0037816863,0.0006132858],"about_ca_topic_score_codex":0.00003957034,"about_ca_topic_score_gemma":0.000005309684,"teacher_disagreement_score":0.5051371,"about_ca_system_score_codex":0.000028010405,"about_ca_system_score_gemma":0.000015447897,"threshold_uncertainty_score":0.19503668},"labels":[],"label_agreement":null},{"id":"W2113603413","doi":"10.1109/elinsl.2008.4570302","title":"Experience with DC Ramp Test Performed on Asphalt-Mica insulated Hydraulic Generators","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Stator; Electromagnetic coil; Asphalt; Capacitive sensing; Leakage (economics); Materials science; Automotive engineering; Mechanical engineering; Engineering; Electrical engineering; Composite material","score_opus":0.011561511269331023,"score_gpt":0.19712818874097163,"score_spread":0.1855666774716406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113603413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766056,0.00006279834,0.004504805,0.000042497646,0.00015178579,0.00016843092,0.0000066119833,0.00034172356,0.018115733],"genre_scores_gemma":[0.9985024,0.0002709823,0.0007959987,0.00019750706,0.000049841234,0.00003307219,0.00002690549,0.000037216105,0.000086100576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991595,0.0000047089397,0.00019135937,0.00017346653,0.00019710213,0.00027387709],"domain_scores_gemma":[0.99957156,0.000065985274,0.00001487722,0.00019391529,0.000036602167,0.00011708311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021912876,0.00018247878,0.00013398779,0.000081675724,0.00011676382,0.000020321315,0.00009917061,0.000071871305,0.0001614952],"category_scores_gemma":[0.000022992721,0.00014420424,0.000028156268,0.00026608296,0.000047165646,0.00018330012,0.000005163529,0.00012971078,0.000082080565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018984992,0.0012039621,0.21575996,0.0001830999,0.0003233904,0.00028493346,0.016108248,0.51253057,0.21585135,0.0015938282,0.0082482705,0.027722508],"study_design_scores_gemma":[0.0019715556,0.0006598735,0.20736438,0.000084974,0.000021440424,0.00007162962,0.00013216777,0.29821175,0.4711226,0.00002685875,0.019405456,0.0009273017],"about_ca_topic_score_codex":0.000019313899,"about_ca_topic_score_gemma":0.0000086083755,"teacher_disagreement_score":0.25527126,"about_ca_system_score_codex":0.000043185948,"about_ca_system_score_gemma":0.000020690368,"threshold_uncertainty_score":0.58804786},"labels":[],"label_agreement":null},{"id":"W2114194303","doi":"10.1109/pesgm.2012.6345452","title":"Traceability of high voltage power and energy measurements for the electrical power industry","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Traceability; Power (physics); Quality (philosophy); Reliability engineering; Electric power; Voltage; Product (mathematics); Electrical engineering; Engineering; Computer science","score_opus":0.017824414382400892,"score_gpt":0.22295031192448658,"score_spread":0.20512589754208568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114194303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808249,0.001424501,0.11086306,0.00010011164,0.00048248743,0.00019150476,0.000021557247,0.000083294784,0.0060085505],"genre_scores_gemma":[0.99966174,0.000027948643,0.00018457194,0.00003653641,0.000024115516,0.000016688233,0.000002592398,0.00001109734,0.000034717494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995012,0.0000057435213,0.000142269,0.000060232214,0.00010963435,0.00018090362],"domain_scores_gemma":[0.99965936,0.00013667108,0.000012036494,0.00010185965,0.000036474485,0.00005361891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001899714,0.00007551412,0.00008779267,0.000023246048,0.000027691234,0.0000077888635,0.000048293477,0.000109909204,0.00009127061],"category_scores_gemma":[0.000041647778,0.000051998555,0.000030558396,0.00006791004,0.000019452877,0.00010846062,0.0000046023906,0.000086979606,6.3049254e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002415592,0.0016692254,0.52978706,0.00021610626,0.0013056141,5.096679e-7,0.0026980187,0.0044974624,0.10255807,0.24611555,0.02202317,0.08888763],"study_design_scores_gemma":[0.0009813084,0.00013806185,0.89580667,0.000013218858,0.0000864545,0.000002050615,0.000055612152,0.0080503505,0.06643607,0.0010193659,0.027114777,0.00029608974],"about_ca_topic_score_codex":0.000034753135,"about_ca_topic_score_gemma":0.000005605792,"teacher_disagreement_score":0.36601955,"about_ca_system_score_codex":0.000020700838,"about_ca_system_score_gemma":0.000005996209,"threshold_uncertainty_score":0.21204396},"labels":[],"label_agreement":null},{"id":"W2116269410","doi":"10.1109/tia.2012.2191167","title":"Power System Optimization for Industrial Facilities Using Power Studies","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Electric power system; Power (physics); Reliability engineering; Field (mathematics); Engineering; Computer science; Automotive engineering; Process engineering","score_opus":0.05938984726958173,"score_gpt":0.2808058505686995,"score_spread":0.22141600329911776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116269410","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025840145,0.00020591827,0.9692201,0.000045016586,0.0013405666,0.001072037,0.0005908688,0.00039108619,0.001294268],"genre_scores_gemma":[0.99548817,0.000033593184,0.0028900355,0.000020116913,0.00017977797,0.0012203803,0.000021014057,0.000048529397,0.00009840661],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891615,0.000018230294,0.00037021664,0.00017649021,0.00015891875,0.00036002282],"domain_scores_gemma":[0.9992741,0.00016265945,0.000046637197,0.0002570344,0.0001263995,0.00013321832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014736944,0.00022291459,0.0002035276,0.00017863265,0.00035255408,0.00003837333,0.00010299457,0.00043105258,0.000103412494],"category_scores_gemma":[0.0000058686055,0.00024028428,0.00009894111,0.00033370458,0.00005728775,0.0003919042,7.021088e-7,0.0004193274,0.000022956985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012167976,0.00011718192,0.000031688895,0.0000788673,0.00017801391,7.642858e-8,0.0005874236,0.99564564,0.00050696055,0.0012829851,0.00042391193,0.0011350923],"study_design_scores_gemma":[0.0053025577,0.0004690534,0.00021591847,0.0007731509,0.0011198513,0.00007321617,0.024955658,0.7003089,0.105150744,0.00024103385,0.1581678,0.003222083],"about_ca_topic_score_codex":0.0000052957243,"about_ca_topic_score_gemma":9.2162975e-7,"teacher_disagreement_score":0.969648,"about_ca_system_score_codex":0.00031493136,"about_ca_system_score_gemma":0.000034474873,"threshold_uncertainty_score":0.9798508},"labels":[],"label_agreement":null},{"id":"W2116304184","doi":"10.1109/tpwrd.2003.820216","title":"Coolant Flow Distribution and Pressure Loss in ONAN Transformer Windings—Part II: Optimization of Design Parameters","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mechanics; Mass flow rate; Volumetric flow rate; Materials science; Electromagnetic coil; Transformer; Mass flow; Coolant; Distribution transformer; Flow (mathematics); Electrical engineering; Thermodynamics; Engineering; Physics; Voltage","score_opus":0.010052860561893327,"score_gpt":0.19232760431078472,"score_spread":0.18227474374889138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116304184","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23616695,0.00014012273,0.7626369,0.000036544625,0.00032989183,0.0002929919,0.00027595984,0.000062197934,0.000058439367],"genre_scores_gemma":[0.9959445,0.0010878823,0.0028353657,0.000017758128,0.000005251402,0.000030046747,0.000045709814,0.000026793576,0.0000067024107],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990431,0.000020222396,0.0003368193,0.00019180968,0.00017558348,0.00023246136],"domain_scores_gemma":[0.9996704,0.000060737366,0.000028925071,0.00012171705,0.00004586393,0.000072367315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114289265,0.00019048816,0.0002008397,0.00016532787,0.00009116246,0.000018914214,0.000065351334,0.00014321272,0.00003860266],"category_scores_gemma":[0.0000028109762,0.00020379263,0.00006773443,0.000257142,0.000059735037,0.0003626187,3.4115067e-7,0.00019523375,0.000003020891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009100412,0.00014905813,0.000028798922,0.00004424899,0.000062897685,0.0000035596872,0.0006253954,0.9964641,0.0009996151,0.000034080407,0.000023756787,0.0014734967],"study_design_scores_gemma":[0.0046220752,0.0009902032,0.0025888223,0.0007222514,0.00031892897,0.000031615495,0.000115672345,0.7648514,0.22377707,0.00025812344,0.0008530572,0.00087079394],"about_ca_topic_score_codex":0.0000472751,"about_ca_topic_score_gemma":0.00002558434,"teacher_disagreement_score":0.75980157,"about_ca_system_score_codex":0.00009396842,"about_ca_system_score_gemma":0.000029724986,"threshold_uncertainty_score":0.83104223},"labels":[],"label_agreement":null},{"id":"W2118663141","doi":"10.1109/ceidp.1988.26345","title":"The onset of electrohydrodynamic motion in non-polar liquids","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrohydrodynamics; Mechanics; Convection; Motion (physics); Instability; Thermal conduction; Current (fluid); Transient (computer programming); Voltage; Physics; Materials science; Chemistry; Thermodynamics; Classical mechanics; Electric field; Computer science","score_opus":0.0028484423918918138,"score_gpt":0.18774176857889555,"score_spread":0.18489332618700374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118663141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473433,0.00014246213,0.036484607,0.000022465949,0.000110752866,0.00008719996,0.0000024266512,0.000024145933,0.015782652],"genre_scores_gemma":[0.9995647,0.00027866557,0.00010561486,0.0000062921526,0.0000031713014,0.0000046317673,0.000005039573,0.0000073831793,0.00002449884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966264,0.00000838888,0.00012444684,0.0000395332,0.000051449733,0.00011356661],"domain_scores_gemma":[0.99985266,0.000041126168,0.000006400676,0.00007702091,0.000010167454,0.000012621518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011401553,0.000045428027,0.000048421993,0.000041368665,0.000016486296,0.000006140563,0.000037544512,0.000028311302,0.000012418923],"category_scores_gemma":[0.000018258805,0.00003493588,0.00001775187,0.00012783096,0.000008587822,0.000047955946,0.0000010386037,0.00005541924,0.0000060814623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005524254,0.00040185425,0.066854395,0.0002886381,0.00019958193,0.00000966538,0.0015265801,0.35853583,0.32882735,0.2130358,0.0018389433,0.028426131],"study_design_scores_gemma":[0.0006273888,0.00011766798,0.1319193,0.000034923705,0.000012435689,0.0000047507983,0.000042783093,0.7110885,0.14797558,0.004361374,0.0035842129,0.00023110611],"about_ca_topic_score_codex":0.00002706432,"about_ca_topic_score_gemma":0.00013899233,"teacher_disagreement_score":0.35255265,"about_ca_system_score_codex":0.000026606309,"about_ca_system_score_gemma":0.0000057844836,"threshold_uncertainty_score":0.1424644},"labels":[],"label_agreement":null},{"id":"W2119791905","doi":"10.1109/elinsl.2008.4570330","title":"In Service Reduction of Corrosive Sulfur Compounds in Insulating Mineral Oils","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Mineral oil; Sulfur; Transformer oil; Mineral; Dielectric; Petroleum; Materials science; Surface tension; Metallurgy; Transformer; Petroleum engineering; Environmental science; Chemistry; Geology; Voltage; Electrical engineering; Engineering; Organic chemistry; Optoelectronics","score_opus":0.014754945171961473,"score_gpt":0.21721947302303887,"score_spread":0.2024645278510774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119791905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909483,0.000046999558,0.0006981032,0.000059295286,0.00021390757,0.000088318804,0.0000034368647,0.000030368681,0.007911253],"genre_scores_gemma":[0.99911076,0.000068303554,0.00071472843,0.000028037439,0.00002494193,0.0000060115085,0.000015841255,0.0000103669045,0.000021019963],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994533,0.000007424841,0.00026528025,0.000074312986,0.000076083736,0.00012359518],"domain_scores_gemma":[0.9998349,0.000027575106,0.000017503686,0.00006486637,0.000034601326,0.000020565472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048902515,0.0000727517,0.00011966684,0.00014338647,0.000011807286,0.0000033168076,0.000040294653,0.00004712599,0.000018302473],"category_scores_gemma":[0.000009375615,0.00007955864,0.000015428845,0.0003647201,0.000010909899,0.00021207356,0.0000047340413,0.000085013664,0.0000043834175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020358519,0.00012262778,0.055286363,0.00014295756,0.000008140113,0.000013311603,0.004950452,0.24536757,0.6924191,0.00090793654,0.00032955263,0.00043159042],"study_design_scores_gemma":[0.0018098942,0.00005717066,0.5311738,0.000162661,0.000005595828,0.00004137133,0.00032930376,0.31555372,0.14994307,0.0003699198,0.00023341527,0.00032006204],"about_ca_topic_score_codex":0.0007446211,"about_ca_topic_score_gemma":0.000376547,"teacher_disagreement_score":0.54247606,"about_ca_system_score_codex":0.000052473464,"about_ca_system_score_gemma":0.000011303931,"threshold_uncertainty_score":0.3244307},"labels":[],"label_agreement":null},{"id":"W2119807766","doi":"10.1109/cmd.2008.4580336","title":"Realization of transformer winding network from sweep frequency response data","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Sweep frequency response analysis; Frequency response; Transformer; Transfer function; Electromagnetic coil; RLC circuit; Mathematics; Control theory (sociology); Computer science; Electrical engineering; Voltage; Engineering; Artificial intelligence","score_opus":0.03489367074186719,"score_gpt":0.23198269863847767,"score_spread":0.19708902789661048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119807766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49914113,0.0004048133,0.48954964,0.000031439376,0.0002959459,0.00012931536,0.00017654458,0.00014124288,0.010129943],"genre_scores_gemma":[0.99514955,0.00086246093,0.0032611475,0.000023151471,0.00008292021,0.0000025695076,0.0005757351,0.00002220476,0.000020239579],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9992883,0.000019383306,0.00027104112,0.00012955083,0.00013239436,0.00015930423],"domain_scores_gemma":[0.99945545,0.00013672088,0.000019083567,0.00032149142,0.00002484832,0.000042393127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015471979,0.000093922696,0.00012544914,0.000050557155,0.000049702885,0.0000064488454,0.00016925667,0.00006814271,0.00017810873],"category_scores_gemma":[0.00003002191,0.00009321296,0.000024180581,0.00020186955,0.000022714692,0.00034452422,0.0000054734983,0.00006129332,0.000012031594],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008109743,0.0003043962,0.1521924,0.00026090504,0.00085287116,0.00006654723,0.009525157,0.43984583,0.2912486,0.026456824,0.048554152,0.029881347],"study_design_scores_gemma":[0.0018055815,0.00015774556,0.63912255,0.000251834,0.0001369901,0.000012534232,0.0000886544,0.2978195,0.033171017,0.0066386736,0.01995065,0.0008442734],"about_ca_topic_score_codex":0.00027626488,"about_ca_topic_score_gemma":0.00007255615,"teacher_disagreement_score":0.49600846,"about_ca_system_score_codex":0.000021405933,"about_ca_system_score_gemma":0.000021243593,"threshold_uncertainty_score":0.38011143},"labels":[],"label_agreement":null},{"id":"W2121759565","doi":"10.1109/elinsl.1994.401452","title":"Comparison between headspace and vacuum gas extraction techniques for the gas chromatographic determination of dissolved gases from transformer insulating oils","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Dissolved gas analysis; Transformer oil; Analytical Chemistry (journal); Relative standard deviation; Gas chromatography; Transformer; Chromatography; Analyte; Chemistry; Materials science; Detection limit; Electrical engineering","score_opus":0.028503706767844694,"score_gpt":0.279350155094037,"score_spread":0.2508464483261923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121759565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5535765,0.00058869505,0.44458142,0.00014790156,0.00005506143,0.00038356634,0.000047751553,0.00013592436,0.00048313063],"genre_scores_gemma":[0.99010813,0.0010129429,0.00866573,0.000009303584,0.000061159386,0.000064125496,0.000049011553,0.00002619687,0.0000033802337],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918824,0.000012355846,0.0003618255,0.00013407537,0.00012865983,0.00017484318],"domain_scores_gemma":[0.99914724,0.00058716466,0.00005904647,0.00011752076,0.00004557527,0.00004347184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011151111,0.0001519106,0.00021888947,0.00010335277,0.000104995765,0.000039524344,0.00006564239,0.000093372124,0.00003550383],"category_scores_gemma":[0.000019995881,0.000121697594,0.00007157342,0.00014287398,0.0000399166,0.00029170103,0.0000029192504,0.000097522425,7.34238e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023783912,0.00016435658,0.06467182,0.00033973964,0.00016555522,5.132433e-7,0.002484857,0.0002952941,0.32280976,0.0005513688,0.0002874639,0.6082055],"study_design_scores_gemma":[0.0004979819,0.00015892214,0.07149216,0.00012973632,0.00017545393,0.0000015597939,0.00020402813,0.42361704,0.50167644,0.0007269085,0.0010635981,0.00025619628],"about_ca_topic_score_codex":0.000092236594,"about_ca_topic_score_gemma":0.000072569055,"teacher_disagreement_score":0.6079493,"about_ca_system_score_codex":0.000018542225,"about_ca_system_score_gemma":0.000002415256,"threshold_uncertainty_score":0.4962684},"labels":[],"label_agreement":null},{"id":"W2122622796","doi":"10.1109/icdl.2011.6015418","title":"Assessing oil paper insulation conditions by poles computed from Frequency Domain Spectroscopy","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dielectric; Dissipation factor; Frequency domain; Materials science; Degree (music); Dissipation; Electrical insulation paper; Dielectric loss; Composite material; Electrical engineering; Engineering; Acoustics; Voltage; Mathematics; Physics; Thermodynamics; Optoelectronics; Mathematical analysis","score_opus":0.014504158514477665,"score_gpt":0.22967211917138092,"score_spread":0.21516796065690325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122622796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71017146,0.00018610276,0.1941609,0.000051122486,0.00031339822,0.000047215934,0.00010385673,0.00033824946,0.09462769],"genre_scores_gemma":[0.9639916,0.000069985916,0.03520522,0.00009695701,0.000054578693,0.000008023242,0.00054051075,0.00002476007,0.000008383767],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993588,0.000013816319,0.00021610854,0.00013189345,0.00010226703,0.00017716027],"domain_scores_gemma":[0.99971414,0.00004840594,0.000021496176,0.00012756417,0.000024528597,0.00006387266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037172627,0.00012889825,0.0001104413,0.00005776827,0.00007723188,0.000070727496,0.000070555296,0.00007936532,0.0009989247],"category_scores_gemma":[0.0000051052566,0.00013060721,0.000034268352,0.00011722764,0.000024766483,0.0006828248,0.000004970856,0.000096287426,0.000063623855],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026824569,0.00011502984,0.007773656,0.000019167066,0.000088620116,0.000003587401,0.0010117315,0.0002822939,0.95987886,0.027660014,0.0017078973,0.0014564462],"study_design_scores_gemma":[0.0013175695,0.000060871043,0.7261641,0.00013813212,0.000072312,0.0000027370809,0.0003673472,0.029937534,0.13360901,0.105683066,0.0018150349,0.00083226315],"about_ca_topic_score_codex":0.00046633524,"about_ca_topic_score_gemma":0.00004333145,"teacher_disagreement_score":0.82626987,"about_ca_system_score_codex":0.000051999457,"about_ca_system_score_gemma":0.000011310422,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W2126358576","doi":"10.1109/tpwrd.2005.848674","title":"Improved Detection of Power Transformer Winding Movement by Extending the FRA High Frequency Range","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Powertech Labs (Canada)","funders":"","keywords":"Transformer; Electrical engineering; Acoustics; Electronic circuit; Electronic engineering; Engineering; Materials science; Voltage; Physics","score_opus":0.005396336552269136,"score_gpt":0.1901811188088654,"score_spread":0.18478478225659625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126358576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40667564,0.00058113266,0.59011185,0.000110402994,0.0010671341,0.0003635333,0.0001634457,0.00014881848,0.00077805546],"genre_scores_gemma":[0.9983701,0.0008970843,0.0002769369,0.0002292264,0.000033244265,0.000073999974,0.0000070114324,0.000063613035,0.000048744514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985296,0.000027225711,0.0004997308,0.00024783087,0.0003093966,0.0003861917],"domain_scores_gemma":[0.9993847,0.00011375549,0.000055656998,0.0002854925,0.000070266164,0.000090103225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017675135,0.0002927776,0.00023058713,0.00021394645,0.00021813407,0.000039563216,0.00017979393,0.00016160576,0.00039972676],"category_scores_gemma":[0.0000022086194,0.0002552837,0.00020707808,0.00030465474,0.000059808965,0.0005169491,4.7369784e-7,0.0003824879,0.00003239852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068299065,0.00024459139,0.000021930513,0.00004039883,0.0002626042,0.0000013391887,0.0012840385,0.031470094,0.9231859,0.000069610345,0.00019327688,0.043157924],"study_design_scores_gemma":[0.0013301102,0.0003024572,0.0012223329,0.00008974521,0.00014797649,0.0000045071906,0.00018983024,0.016656647,0.9768158,0.000085147614,0.0026585083,0.00049689953],"about_ca_topic_score_codex":0.00013429688,"about_ca_topic_score_gemma":0.00008761719,"teacher_disagreement_score":0.59169453,"about_ca_system_score_codex":0.00021689758,"about_ca_system_score_gemma":0.00001781138,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W2126746442","doi":"10.1109/tpwrd.2004.837680","title":"Specifying Transformer Winter and Summer Peak-Load Limits","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Transformer; Heat load; Cooling load; Environmental science; Load management; Peak load; Electrical engineering; Voltage; Computer science; Automotive engineering; Engineering; Physics; Mechanical engineering; Air conditioning","score_opus":0.015954108126499635,"score_gpt":0.21805370842977387,"score_spread":0.20209960030327423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126746442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46530882,0.0010093634,0.5097881,0.00036414544,0.0013819727,0.0003208678,0.00009863318,0.00040773122,0.021320365],"genre_scores_gemma":[0.9967446,0.002076633,0.00044130124,0.00030544485,0.00006226747,0.00002208214,0.000003710846,0.000058198875,0.0002857878],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988592,0.0000123577975,0.000295132,0.00024567224,0.00024250131,0.00034513485],"domain_scores_gemma":[0.99952507,0.00007513219,0.000014798489,0.00018269182,0.00005951748,0.00014281766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008455219,0.0002594996,0.0001876302,0.00017398674,0.00012580772,0.00005953711,0.00009181919,0.00013062413,0.0005306166],"category_scores_gemma":[0.0000012578743,0.0002683539,0.00012297249,0.00015242511,0.000047648846,0.0005289136,2.5523218e-7,0.00031134638,0.00024227746],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044678105,0.0010558912,0.00028588544,0.00029157876,0.0010701794,0.00004802259,0.0116916625,0.2832041,0.13576403,0.00029474244,0.011298608,0.5545485],"study_design_scores_gemma":[0.0059450767,0.0007378722,0.008951541,0.00057303783,0.0005125034,0.00012763482,0.00059113425,0.07586443,0.51066726,0.00013202817,0.39304605,0.002851459],"about_ca_topic_score_codex":0.000013209359,"about_ca_topic_score_gemma":0.00012092482,"teacher_disagreement_score":0.5516971,"about_ca_system_score_codex":0.00014128206,"about_ca_system_score_gemma":0.000021390448,"threshold_uncertainty_score":0.9999769},"labels":[],"label_agreement":null},{"id":"W2126861833","doi":"10.1109/mei.2010.5599977","title":"Intelligent agent-based system using dissolved gas analysis to detect incipient faults in power transformers","year":2010,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Reliability engineering; Transformer; Dissolved gas analysis; Electric power system; Condition monitoring; Power transmission; Grid; Engineering; Computer science; Power grid; Systems engineering; Risk analysis (engineering); Electrical engineering; Power (physics); Voltage; Business","score_opus":0.012616790077668551,"score_gpt":0.2472985565122809,"score_spread":0.23468176643461233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126861833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60974526,0.000029084673,0.38893044,0.000028474133,0.00041481297,0.00034949317,0.00001611462,0.00014245325,0.0003438557],"genre_scores_gemma":[0.9975757,0.000011726931,0.0021583666,0.000051728504,0.000056103032,0.000037493042,0.00005706417,0.000045533816,0.000006259333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980303,0.000035668574,0.00069508416,0.0003360816,0.00039215924,0.0005107052],"domain_scores_gemma":[0.9992394,0.00011578224,0.000051632796,0.00023200012,0.00011180729,0.000249383],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002742205,0.00028537452,0.0003713932,0.0011964102,0.00006912078,0.000048890204,0.00014416604,0.0001896155,0.00005748149],"category_scores_gemma":[0.000058955688,0.00029120347,0.0001858673,0.003248152,0.000018801262,0.000167316,0.00000487922,0.00039196128,0.0000693487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000724847,0.00007734184,0.0044395276,0.000033005825,0.00013728342,0.000010351489,0.00017506622,0.69530535,0.2916237,0.00012288714,0.000017486962,0.007985505],"study_design_scores_gemma":[0.0005074876,0.00008895998,0.090025105,0.00002540899,0.00015584016,0.000001909093,0.0000059022254,0.8763308,0.031879444,0.000020636196,0.0006323931,0.00032615132],"about_ca_topic_score_codex":0.00005744882,"about_ca_topic_score_gemma":0.0003228142,"teacher_disagreement_score":0.38783047,"about_ca_system_score_codex":0.0004354639,"about_ca_system_score_gemma":0.00004041167,"threshold_uncertainty_score":0.999954},"labels":[],"label_agreement":null},{"id":"W2129129079","doi":"10.1109/inista.2011.5946173","title":"Determination of transformer health condition using artificial neural networks","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Artificial neural network; Transformer; Computer science; Artificial intelligence; Machine learning; Engineering; Electrical engineering; Voltage","score_opus":0.03826350832874129,"score_gpt":0.25841057245765564,"score_spread":0.22014706412891435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129129079","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21149053,0.000050294984,0.78539,0.000007882823,0.00025543972,0.000111580885,0.0000063234575,0.000055752447,0.0026321884],"genre_scores_gemma":[0.9970761,0.00003817107,0.0027872804,0.000028026878,0.000030424813,0.0000026583205,0.00002412726,0.000012037048,0.0000011659598],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950045,0.000007843743,0.0002372927,0.00005664567,0.000063946514,0.00013384355],"domain_scores_gemma":[0.99985415,0.000011521307,0.000023861716,0.00004992302,0.000023903407,0.000036662448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006668224,0.00006673948,0.000093015966,0.00006194745,0.000028797092,0.0000051087,0.000029279034,0.000041547635,0.00010520846],"category_scores_gemma":[0.0000018101895,0.000067312125,0.00003348606,0.00008585909,0.000015932033,0.00017932455,7.798083e-7,0.000049291502,0.0000013210004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007299437,0.0003073129,0.0027273528,0.00042351292,0.0000735106,0.000004027241,0.0050129592,0.2528627,0.028561642,0.04290682,0.00012512247,0.66692203],"study_design_scores_gemma":[0.0000989268,0.00005756797,0.00441556,0.000013932072,0.000008908386,0.0000018143847,0.000027125789,0.9776608,0.016860375,0.0007619664,0.000018206169,0.00007483304],"about_ca_topic_score_codex":0.000071313894,"about_ca_topic_score_gemma":0.000045906327,"teacher_disagreement_score":0.7855856,"about_ca_system_score_codex":0.000025124704,"about_ca_system_score_gemma":0.000007295141,"threshold_uncertainty_score":0.27449086},"labels":[],"label_agreement":null},{"id":"W2129469825","doi":"10.1109/tdei.2008.4712651","title":"PD pulse burst behavior of a transformer type synthetic organic ester fluid","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Mineral oil; Pulse (music); Transformer; Materials science; Analytical Chemistry (journal); Chemistry; Voltage; Electrical engineering; Organic chemistry; Metallurgy","score_opus":0.014994592277282734,"score_gpt":0.21726023978369902,"score_spread":0.2022656475064163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129469825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.755337,0.0004904487,0.24315614,0.000020787487,0.00019834568,0.0002821332,0.000013911641,0.00010581041,0.00039542804],"genre_scores_gemma":[0.9946617,0.005015958,0.00013166321,0.00003015635,0.000025327523,0.00003376192,0.0000119744145,0.00004457015,0.00004492473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987916,0.000020279198,0.0003994877,0.0002180404,0.00025156958,0.0003190574],"domain_scores_gemma":[0.99946415,0.00012089211,0.000033896686,0.0001521813,0.00011555073,0.00011332392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007252035,0.00021753712,0.00024768122,0.0003694543,0.00016080328,0.000018650228,0.00007378277,0.00018882955,0.000070187954],"category_scores_gemma":[0.000010640538,0.00021799748,0.000085196945,0.0010988284,0.00004598372,0.00019572528,2.5845372e-7,0.0002843801,0.000014181386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003466023,0.0013689854,0.0012945714,0.00016506625,0.00023533247,0.000021372012,0.0008040146,0.022199621,0.77237284,0.0007895208,0.00008641353,0.20031565],"study_design_scores_gemma":[0.0020248166,0.0018555985,0.069345474,0.00008072895,0.000476826,0.00015615042,0.000010163148,0.34734923,0.5763593,0.00040242093,0.00092969614,0.0010096387],"about_ca_topic_score_codex":0.00001737019,"about_ca_topic_score_gemma":0.000005349404,"teacher_disagreement_score":0.3251496,"about_ca_system_score_codex":0.000087831046,"about_ca_system_score_gemma":0.00004003388,"threshold_uncertainty_score":0.88896793},"labels":[],"label_agreement":null},{"id":"W2130775280","doi":"10.1109/tdei.2012.6396946","title":"Unusual ethylene production of in-service transformer oil at low temperature","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Centre for Energy Advancement through Technological Innovation","keywords":"Transformer oil; Hydrocarbon; Oxygen; Hydrogen; Waste management; Carbon dioxide; Petroleum engineering; Ethylene; Transformer; Dissolved gas analysis; Chemistry; Environmental science; Chemical engineering; Materials science; Electrical engineering; Organic chemistry; Catalysis; Engineering","score_opus":0.010341820598454787,"score_gpt":0.21801721799491414,"score_spread":0.20767539739645935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130775280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98158675,0.00084186543,0.016275402,0.000099879675,0.000534952,0.00016994556,0.000010813104,0.00008219309,0.00039818897],"genre_scores_gemma":[0.9962708,0.0033743724,0.00008408228,0.000056696543,0.000066580804,0.000036620535,0.000017367895,0.000032608717,0.000060879123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998759,0.000029482246,0.000385102,0.00018996646,0.00023743634,0.000399035],"domain_scores_gemma":[0.99955004,0.000101571095,0.00003655308,0.00011829898,0.00008403069,0.00010952355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017315609,0.00020517997,0.00022151813,0.00043527593,0.00010375445,0.000015213142,0.00005241105,0.00023619912,0.000013548167],"category_scores_gemma":[0.000010794466,0.00020613578,0.00005776833,0.0014941333,0.000018826666,0.00035851382,3.3025307e-7,0.00036652896,0.0000066662874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022449603,0.00072640483,0.0012290453,0.00026984874,0.000076981196,7.8613743e-7,0.0013447033,0.094080046,0.7458721,0.000403821,0.000052148283,0.15571967],"study_design_scores_gemma":[0.0010063747,0.00025604904,0.048965435,0.00008180261,0.00007960036,0.00001433251,0.000014720247,0.07971188,0.86881334,0.000114992516,0.00047862073,0.0004628897],"about_ca_topic_score_codex":0.00002990913,"about_ca_topic_score_gemma":0.000047393627,"teacher_disagreement_score":0.15525678,"about_ca_system_score_codex":0.00018965386,"about_ca_system_score_gemma":0.00001969932,"threshold_uncertainty_score":0.84059733},"labels":[],"label_agreement":null},{"id":"W2131941846","doi":"10.1109/mei.2011.6059982","title":"On-load tap changer diagnosis-an off-line method for detecting degradation and defects: part 2","year":2011,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Electric (Canada)","funders":"Technische Universiteit Delft","keywords":"Flowchart; Degradation (telecommunications); Boundary value problem; Boundary (topology); Warning system; Field (mathematics); Reliability engineering; Condition monitoring; Computer science; Control theory (sociology); Electronic engineering; Engineering; Electrical engineering; Mathematics; Control (management); Artificial intelligence","score_opus":0.04521626032699474,"score_gpt":0.2778648683257211,"score_spread":0.23264860799872636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131941846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5140122,0.00048537922,0.48276967,0.000032583972,0.00049248565,0.00077073235,0.00003021177,0.00030284087,0.0011038912],"genre_scores_gemma":[0.98661983,0.00038278507,0.0119713815,0.00015915353,0.00027154223,0.00041590136,0.00008057615,0.00006170374,0.000037097252],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873096,0.000047787158,0.00037330666,0.00029989533,0.00021012465,0.00033790967],"domain_scores_gemma":[0.9989841,0.00048496603,0.00006576276,0.0001718369,0.00015381942,0.0001395287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035510634,0.00022725482,0.00022112095,0.00019786712,0.00011515839,0.0000420941,0.000075594624,0.00015662627,0.000046559977],"category_scores_gemma":[0.00030845092,0.00022754897,0.00006038266,0.0003927874,0.000015356103,0.00033229013,0.0000047151966,0.00017870302,0.000024540737],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034022285,0.0006779395,0.0051433546,0.00017096178,0.00016971304,0.000007783813,0.000870514,0.016233627,0.059087876,0.009109492,0.0013924256,0.9067961],"study_design_scores_gemma":[0.0013442009,0.0009678403,0.04682817,0.0000415904,0.00012143903,0.000007063427,0.000003660061,0.8842644,0.0551957,0.0044335234,0.006313681,0.00047870228],"about_ca_topic_score_codex":0.00001236851,"about_ca_topic_score_gemma":0.000037176447,"teacher_disagreement_score":0.9063174,"about_ca_system_score_codex":0.00011680577,"about_ca_system_score_gemma":0.0000182718,"threshold_uncertainty_score":0.9279177},"labels":[],"label_agreement":null},{"id":"W2132458875","doi":"10.1109/tdei.2012.6180233","title":"Artificial neural networks with stepwise regression for predicting transformer oil furan content","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer oil; Furan; Transformer; Artificial neural network; Dissolved gas analysis; Water content; Environmental science; Pulp and paper industry; Process engineering; Petroleum engineering; Chemistry; Engineering; Waste management; Voltage; Computer science; Electrical engineering; Machine learning; Organic chemistry","score_opus":0.028286715672748947,"score_gpt":0.23250315978262218,"score_spread":0.20421644410987322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132458875","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3854191,0.0005140746,0.6131554,0.000047003658,0.0003244549,0.00024597644,0.00001430599,0.00014050124,0.00013915006],"genre_scores_gemma":[0.99835855,0.00082965515,0.00033669441,0.000058218175,0.00017782938,0.0001306006,0.000028969078,0.00005278944,0.00002670106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985914,0.000023473987,0.00037021202,0.00021048302,0.00022145124,0.00058296765],"domain_scores_gemma":[0.9993161,0.00025062906,0.00004577578,0.00010579331,0.000086897846,0.00019481074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016628325,0.0002600222,0.00022686608,0.00023470637,0.00030402996,0.000061357845,0.00005274264,0.0001900427,0.000006304831],"category_scores_gemma":[0.000008103733,0.00021475182,0.000086630724,0.00057078915,0.000025655025,0.00039675966,2.095015e-7,0.00035149942,0.0000011514272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000533925,0.00029729563,0.0007715818,0.00006333696,0.00010529581,7.3547386e-7,0.00034307284,0.2349997,0.011005487,0.00039800192,0.00002300152,0.7514586],"study_design_scores_gemma":[0.0006974394,0.0005475172,0.0035520238,0.00003591289,0.00013001775,0.000009706457,0.0000134376905,0.9762748,0.018156251,0.00003607568,0.0002402082,0.00030660807],"about_ca_topic_score_codex":0.00001285494,"about_ca_topic_score_gemma":0.000011847506,"teacher_disagreement_score":0.751152,"about_ca_system_score_codex":0.00010150066,"about_ca_system_score_gemma":0.00001261126,"threshold_uncertainty_score":0.87573254},"labels":[],"label_agreement":null},{"id":"W2133077909","doi":"10.1109/tdei.2011.6118628","title":"Particle swarm optimization feature selection for the classification of conducting particles in transformer oil","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Particle swarm optimization; Feature selection; Transformer oil; Pattern recognition (psychology); Classifier (UML); Partial discharge; Computer science; Artificial intelligence; Transformer; Data mining; Machine learning; Engineering; Voltage","score_opus":0.05472572116938798,"score_gpt":0.24724734592197936,"score_spread":0.19252162475259138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133077909","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31949317,0.0002828712,0.6796485,0.00006965879,0.000104411636,0.00022116053,0.0000059053923,0.000053327807,0.00012100425],"genre_scores_gemma":[0.9970268,0.0015371755,0.0012308564,0.000020743297,0.000019962328,0.00012180621,0.0000060683847,0.000023067476,0.000013502338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910676,0.000025637779,0.00032501927,0.00016616978,0.00013177018,0.00024461962],"domain_scores_gemma":[0.99946433,0.00026075504,0.000051242776,0.00008184348,0.000096827316,0.000045018798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020230883,0.00013546042,0.00014209108,0.00016981314,0.00014569779,0.000022658834,0.00005442006,0.00013265,0.0000074861623],"category_scores_gemma":[0.000020741802,0.00011642449,0.0000563332,0.00091544085,0.000028534301,0.00023314312,1.7133159e-7,0.00020674386,6.5250345e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022616524,0.00028443037,0.00060706824,0.000064239146,0.00006759053,1.8178734e-7,0.001043237,0.6326399,0.062533714,0.0021404389,0.000011702657,0.30038133],"study_design_scores_gemma":[0.0005011599,0.00018311154,0.0061998256,0.000013111178,0.00005562918,0.0000019679828,0.000026473448,0.82674134,0.16587634,0.0002482063,0.000037897935,0.00011492001],"about_ca_topic_score_codex":0.000042594365,"about_ca_topic_score_gemma":0.000049910166,"teacher_disagreement_score":0.6784176,"about_ca_system_score_codex":0.000072897055,"about_ca_system_score_gemma":0.000020487792,"threshold_uncertainty_score":0.4747653},"labels":[],"label_agreement":null},{"id":"W2133425904","doi":"10.1109/tpwrd.2002.803712","title":"Estimating overpressures in pole-type distribution transformers. I. Tank withstand evaluation","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Distribution transformer; Overpressure; Transformer; Engineering; Energy efficient transformer; Electrical impedance; Limiting; Isolation transformer; Automotive engineering; Electrical engineering; Reliability engineering; Structural engineering; Voltage; Mechanical engineering","score_opus":0.011995859278834765,"score_gpt":0.23473065829696244,"score_spread":0.22273479901812768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133425904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31466717,0.00033961987,0.6797372,0.000017438286,0.0015393222,0.00036657057,0.00011053946,0.00012645891,0.0030956604],"genre_scores_gemma":[0.9990758,0.00025373304,0.00048955093,0.000033351953,0.000012325908,0.00004356486,0.00003996007,0.000036440237,0.000015316995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860716,0.00007184832,0.00036088767,0.00023729014,0.00039286565,0.0003299267],"domain_scores_gemma":[0.999506,0.000110894216,0.000027425454,0.00016233663,0.00010985779,0.00008351799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003979563,0.0002311375,0.00018746333,0.00018181698,0.00011797986,0.00004734428,0.000070143986,0.00014546169,0.00029091354],"category_scores_gemma":[0.000018550109,0.00025445185,0.00008143138,0.0004485521,0.000033507557,0.0004378339,1.8197004e-7,0.0002913655,0.00003305758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000612025,0.00015805973,0.00013711551,0.000042669744,0.000072121795,0.0000048345064,0.0005605692,0.97926843,0.0039495006,0.0001354479,0.0002337501,0.015376315],"study_design_scores_gemma":[0.0023494777,0.0002610915,0.0037542167,0.0002704289,0.00019840898,0.000016021037,0.00017817032,0.9356553,0.053623397,0.000527757,0.0024468268,0.00071890774],"about_ca_topic_score_codex":0.000049412203,"about_ca_topic_score_gemma":0.00009659241,"teacher_disagreement_score":0.6844086,"about_ca_system_score_codex":0.00029277863,"about_ca_system_score_gemma":0.00006826707,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W2133565312","doi":"10.1109/tdei.2011.5931055","title":"Effects of metal deactivator concentration upon the gassing characteristics of transformer oils","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"H2020 European Research Council","keywords":"Transformer oil; Copper; Metal; Materials science; Benzotriazole; Sulfur; Electrical conductor; Transformer; Metallurgy; Composite material; Voltage; Electrical engineering","score_opus":0.011659685233052237,"score_gpt":0.20134923954699246,"score_spread":0.18968955431394022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133565312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5406628,0.00019924362,0.45849565,0.000007010296,0.0001466041,0.00022094762,0.0000079654055,0.000030909883,0.00022885097],"genre_scores_gemma":[0.9982479,0.0014794507,0.00018378411,0.00001612553,0.00001890216,0.00002355222,0.0000053488116,0.00002184797,0.0000030449253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898523,0.00003617276,0.0004230442,0.00013414191,0.00020183167,0.0002195946],"domain_scores_gemma":[0.999379,0.00029102553,0.00008569956,0.000096555785,0.00008958829,0.000058150734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011472908,0.00016303861,0.00023294297,0.00014858597,0.00010047579,0.000014034444,0.000065853106,0.00012499417,0.000009158022],"category_scores_gemma":[0.000017741055,0.0001336997,0.000086749445,0.000564276,0.00004085801,0.00020086364,2.2200511e-7,0.00023114262,9.528365e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018942525,0.00041143998,0.0002155598,0.00019685675,0.00018356489,0.0000012728054,0.0010707473,0.0013875843,0.7359818,0.0021699278,0.0000039923225,0.2581878],"study_design_scores_gemma":[0.00045667717,0.00036501148,0.02722709,0.000034086333,0.00016885834,0.0000026576467,0.0000040807126,0.08913194,0.88205063,0.00037813888,0.000033550066,0.00014727842],"about_ca_topic_score_codex":0.000029769348,"about_ca_topic_score_gemma":0.0000023147593,"teacher_disagreement_score":0.45831186,"about_ca_system_score_codex":0.00004772439,"about_ca_system_score_gemma":0.00002652383,"threshold_uncertainty_score":0.54521155},"labels":[],"label_agreement":null},{"id":"W2136911802","doi":"10.1109/ias.1989.96925","title":"Enhancement of charge transfer due to electrohydrodynamic motion in contaminated insulating liquid","year":2003,"lang":"en","type":"article","venue":"Conference Record of the IEEE Industry Applications Society Annual Meeting","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrohydrodynamics; Materials science; Electrode; Particle (ecology); Space charge; Graphite; Coating; Dwell time; Magnetosphere particle motion; Composite material; Voltage; Particle size; Analytical Chemistry (journal); Chemical engineering; Chemical physics; Chemistry; Electrical engineering; Chromatography; Physics","score_opus":0.01111978957381607,"score_gpt":0.2277030539911584,"score_spread":0.21658326441734232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136911802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87474257,0.000031014148,0.1232207,0.000066150715,0.00009902233,0.00060467364,0.00003804714,0.000029121491,0.0011687228],"genre_scores_gemma":[0.9987417,0.000060043414,0.00091872684,0.000022744613,0.000021500075,0.00019054077,0.000008440271,0.000018197767,0.000018141654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882543,0.000046362602,0.000539579,0.00017814059,0.00015762956,0.00025286654],"domain_scores_gemma":[0.9994039,0.000093944465,0.00007618775,0.00021925874,0.00015817603,0.00004852055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003445065,0.00014886072,0.00022884045,0.000052011517,0.00007428924,0.000008752512,0.00020754703,0.00024233662,0.000023299232],"category_scores_gemma":[0.00004934229,0.00014764028,0.00009302048,0.00063435116,0.00004504188,0.000112092894,0.000009446519,0.00042155728,0.0000025171066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018512525,0.00021731772,0.0023336932,0.00030456073,0.00007958801,1.8622916e-7,0.0036245822,0.021047307,0.9483307,0.0036462513,0.00004711834,0.020350171],"study_design_scores_gemma":[0.00042107856,0.00010727943,0.0022711342,0.00047914972,0.00003313778,0.0000018484398,0.00087969954,0.03712277,0.95719373,0.00020698423,0.0010094102,0.00027375342],"about_ca_topic_score_codex":0.000061813575,"about_ca_topic_score_gemma":0.000027698798,"teacher_disagreement_score":0.12399912,"about_ca_system_score_codex":0.00012140515,"about_ca_system_score_gemma":0.00006262907,"threshold_uncertainty_score":0.6020596},"labels":[],"label_agreement":null},{"id":"W2138004576","doi":"10.1109/icdl.1990.202907","title":"Interfacial instability as an explanation of EHD time delays","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrohydrodynamics; Instability; Space charge; Plane (geometry); Voltage; Dielectric; Spacetime; Electrode; Space (punctuation); Layer (electronics); Mechanics; Physics; Materials science; Computer science; Nanotechnology; Optoelectronics; Mathematics; Quantum mechanics; Geometry","score_opus":0.012907627333403145,"score_gpt":0.20645301384893758,"score_spread":0.19354538651553443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138004576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90300405,0.000023327355,0.01093746,0.000018141518,0.00009330826,0.000064405795,0.000009769211,0.00008770598,0.085761815],"genre_scores_gemma":[0.9996408,0.000026348416,0.00023860417,0.000012372223,0.000016310152,0.0000025137845,0.000016741751,0.000006732672,0.000039575265],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999658,0.000005409114,0.00013893556,0.000058174624,0.00006987115,0.000069623355],"domain_scores_gemma":[0.9998376,0.000016707614,0.000008350623,0.00008185241,0.000025127856,0.000030365216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004483839,0.00005055692,0.00006144579,0.000039729133,0.000011213637,0.0000072176986,0.000043028285,0.00003661838,0.0016824384],"category_scores_gemma":[0.000013626836,0.000049950602,0.000017564013,0.00005908711,0.000009857265,0.00020847058,0.000002725074,0.000034847028,0.00013963741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009754155,0.0017400065,0.022023004,0.0004533302,0.00029052907,0.000008230599,0.018060999,0.09755986,0.2530312,0.05058587,0.009184217,0.5469652],"study_design_scores_gemma":[0.00038986877,0.00016999712,0.0148168905,0.000013546518,0.000012516133,0.0000017172026,0.000045660236,0.9191241,0.060385745,0.0010840944,0.003769104,0.00018670857],"about_ca_topic_score_codex":0.000026396357,"about_ca_topic_score_gemma":0.00001870213,"teacher_disagreement_score":0.8215643,"about_ca_system_score_codex":0.000019948297,"about_ca_system_score_gemma":0.0000017849773,"threshold_uncertainty_score":0.99923015},"labels":[],"label_agreement":null},{"id":"W2142073159","doi":"","title":"Probabilistic Assessment of Generator Failure Using the Analytic Hierarchy Process (AHP)","year":2008,"lang":"en","type":"article","venue":"Proceedings of the 10th International Conference on Probablistic Methods Applied to Power Systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Analytic hierarchy process; Stator; Reliability engineering; Computer science; Probabilistic logic; Generator (circuit theory); Engineering; Artificial intelligence; Mechanical engineering; Operations research; Physics; Power (physics)","score_opus":0.055982868239306725,"score_gpt":0.33757662019956186,"score_spread":0.28159375196025516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142073159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4498776,0.00009675625,0.4442278,0.00066308177,0.0028908302,0.0043352726,0.00018920597,0.00017666457,0.097542755],"genre_scores_gemma":[0.9763045,0.000011709865,0.023256604,0.000039729952,0.000066892004,0.00021181599,0.0000043803393,0.000037443184,0.000066960434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774325,0.000030569645,0.0008205668,0.00033343592,0.0007934114,0.00027879255],"domain_scores_gemma":[0.9981917,0.00015668165,0.00034329144,0.00023673518,0.0009725519,0.00009903846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093761476,0.00028934077,0.00044593628,0.00023729447,0.00013843311,0.000101652644,0.00089970726,0.00010144321,0.000038860744],"category_scores_gemma":[0.00029242408,0.00019004098,0.00010267959,0.0005672078,0.00015515693,0.00013419516,0.00007726123,0.00029051732,0.0000020520858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054702014,0.00014374183,0.0009943931,0.0008072587,0.00029553333,7.5319207e-7,0.0015337393,0.13230968,0.098086916,0.76500386,0.00050925463,0.00026016627],"study_design_scores_gemma":[0.0007453143,0.00020769399,0.0026002706,0.00097483536,0.00017629893,0.0000596559,0.0009778545,0.9498324,0.028018866,0.014264457,0.0014943258,0.00064804446],"about_ca_topic_score_codex":0.000017158574,"about_ca_topic_score_gemma":0.0000013848373,"teacher_disagreement_score":0.8175227,"about_ca_system_score_codex":0.00018610789,"about_ca_system_score_gemma":0.00017838553,"threshold_uncertainty_score":0.7749647},"labels":[],"label_agreement":null},{"id":"W2143860666","doi":"10.1109/eeic.1995.482353","title":"DC field effects on streaming electrification in insulating oils","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Streaming current; Current (fluid); Electrification; Materials science; Voltage; Field (mathematics); Electrical engineering; Mechanics; Electrode; Condensed matter physics; Physics; Nanotechnology; Electricity","score_opus":0.008087263594311982,"score_gpt":0.19911544119364302,"score_spread":0.19102817759933105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143860666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92637175,0.00013767976,0.010181736,0.00009740331,0.00013548881,0.00013096341,5.327495e-7,0.00014573261,0.06279869],"genre_scores_gemma":[0.9993879,0.00011911084,0.0003070934,0.0000899669,0.00003735874,0.000012967145,0.000004051155,0.0000115080675,0.000030004981],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956435,0.000006907128,0.00013060907,0.0000839684,0.00006908715,0.00014509595],"domain_scores_gemma":[0.99965656,0.00021994447,0.000008350495,0.00008368902,0.0000069954935,0.000024469358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004056046,0.00007384245,0.00006656391,0.00009881607,0.000019937797,0.000017072325,0.000037139984,0.00005256141,0.0000576067],"category_scores_gemma":[0.000059010847,0.00007494097,0.000016454995,0.00016054905,0.0000016520786,0.000091308495,0.0000010186243,0.00010414615,0.000047319267],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005567678,0.00010723071,0.009788429,0.00015416414,0.000019529702,0.000008648725,0.00077324186,0.023424894,0.19667375,0.005678517,0.0006857113,0.7626803],"study_design_scores_gemma":[0.0004131225,0.00010536461,0.032365844,0.00010219618,0.00000424576,6.2250297e-7,0.000008285367,0.40245342,0.5636931,0.00025271074,0.00042793946,0.00017317412],"about_ca_topic_score_codex":0.00001993823,"about_ca_topic_score_gemma":0.000015293517,"teacher_disagreement_score":0.76250714,"about_ca_system_score_codex":0.000038363156,"about_ca_system_score_gemma":0.000001108293,"threshold_uncertainty_score":0.3056004},"labels":[],"label_agreement":null},{"id":"W2145486077","doi":"10.1109/icdl.1990.202887","title":"Characteristics of the threshold coordinate for high stress conduction in transformer fluid","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Thermal conduction; Exponent; Power law; Transformer oil; Transformer; Electrode; Materials science; Voltage; Electrical engineering; Mechanics; Thermodynamics; Condensed matter physics; Analytical Chemistry (journal); Nuclear magnetic resonance; Physics; Composite material; Chemistry; Mathematics; Engineering; Quantum mechanics; Chromatography","score_opus":0.014864282774379194,"score_gpt":0.19935253067713227,"score_spread":0.18448824790275306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145486077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828749,0.00008536096,0.011134248,0.0002024637,0.00061960204,0.00036895144,0.00013181104,0.000039235576,0.004543463],"genre_scores_gemma":[0.99948865,0.00025409416,0.00006645142,0.000020053278,0.000026444577,0.000023862485,0.000016208296,0.000013642284,0.00009061309],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995356,0.0000029055025,0.0002092976,0.00006306122,0.00006605222,0.00012303649],"domain_scores_gemma":[0.9998234,0.000027764027,0.00001422168,0.00009088349,0.000027606413,0.000016133374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041180283,0.00007482697,0.00010578702,0.00004049478,0.00002024202,0.000007929119,0.00006629001,0.00005081285,0.00010720325],"category_scores_gemma":[0.0000069949874,0.0000564772,0.00003854627,0.00010202859,0.000018786419,0.00010255554,0.0000015062438,0.000057320263,0.000002470694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001449711,0.0013132347,0.11658679,0.0030703626,0.00042371725,0.0000040693812,0.0062386375,0.0838471,0.42939264,0.2157319,0.010920398,0.13232619],"study_design_scores_gemma":[0.002021663,0.000120726545,0.20679766,0.00017066437,0.000062275125,0.0000018765007,0.00007298943,0.32641712,0.4574772,0.0017213245,0.004744604,0.0003918763],"about_ca_topic_score_codex":0.000018855582,"about_ca_topic_score_gemma":0.00003085697,"teacher_disagreement_score":0.24257003,"about_ca_system_score_codex":0.000019817411,"about_ca_system_score_gemma":0.0000021838175,"threshold_uncertainty_score":0.23030734},"labels":[],"label_agreement":null},{"id":"W2145487113","doi":"10.1109/tdei.2009.4815187","title":"A cascade of artificial neural networks to predict transformers oil parameters","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cascade; Artificial neural network; Transformer; Voltage; Transformer oil; Backpropagation; Computer science; Biological system; Engineering; Artificial intelligence; Electronic engineering; Electrical engineering","score_opus":0.011953293141948632,"score_gpt":0.22233100987872914,"score_spread":0.21037771673678052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145487113","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39299318,0.00013753236,0.60616285,0.000088505956,0.00016701836,0.0001377929,0.000010302606,0.000093779,0.00020906408],"genre_scores_gemma":[0.9985512,0.0008805077,0.00032311497,0.0001525933,0.00003445995,0.000019363382,0.000008742934,0.000021734184,0.000008295977],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987379,0.000020913447,0.00041797667,0.00021651736,0.00022918137,0.00037753425],"domain_scores_gemma":[0.9995175,0.00012886936,0.000031107895,0.000098365614,0.00005528256,0.0001688467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009959523,0.00020581056,0.00023467113,0.0004150629,0.000109034096,0.000037016463,0.000066436645,0.00017038525,0.000005148687],"category_scores_gemma":[0.000010016087,0.00021154336,0.000095986594,0.001174783,0.000018877754,0.00016059287,1.8387308e-7,0.00031588873,0.0000016342856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008487419,0.000084431835,0.000010661146,0.000007900417,0.000022361039,7.9281307e-7,0.000080737045,0.48671436,0.007541649,0.00013189825,0.0000149124735,0.5053054],"study_design_scores_gemma":[0.0003103954,0.00087884825,0.0033075523,0.000016063435,0.00006127268,0.0000044816693,0.0000032115186,0.9685563,0.0263369,0.00023133194,0.00007021298,0.00022343078],"about_ca_topic_score_codex":0.000019548736,"about_ca_topic_score_gemma":0.0000083974855,"teacher_disagreement_score":0.6058397,"about_ca_system_score_codex":0.00008092105,"about_ca_system_score_gemma":0.0000139973035,"threshold_uncertainty_score":0.8626488},"labels":[],"label_agreement":null},{"id":"W2146624614","doi":"10.1109/tdei.2011.5739457","title":"Effect of thermal transient on the polarization and depolarization current measurements","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Bushing; Transformer; Mechanics; Materials science; Electrical engineering; Current transformer; Temperature measurement; Thermal; Dielectric; Voltage; Energy efficient transformer; Engineering; Composite material; Thermodynamics; Physics","score_opus":0.025048962518628634,"score_gpt":0.2256514279783443,"score_spread":0.20060246545971566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146624614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6898299,0.00035074123,0.30886835,0.000016708598,0.00016258292,0.00035246366,0.00000619372,0.000051188264,0.00036188285],"genre_scores_gemma":[0.99920547,0.0006682991,0.000033058637,0.000019878355,0.000013958493,0.000029181263,0.0000065809777,0.000021358606,0.0000022428146],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990762,0.00008052906,0.0002581649,0.00016129222,0.00023728018,0.0001865624],"domain_scores_gemma":[0.9995442,0.00019911634,0.000042154592,0.00010135215,0.00005391716,0.00005924936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023898904,0.00017048279,0.00014548405,0.0002181072,0.00014971495,0.000023040058,0.000050050352,0.0000970152,0.0000084006015],"category_scores_gemma":[0.000015267347,0.00012803847,0.00004538656,0.0005203349,0.000027268161,0.000125514,3.5465195e-7,0.00023771466,0.0000016291258],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036687718,0.00033736177,0.0030890084,0.00011685448,0.00012273696,4.2747456e-7,0.000727671,0.011658171,0.12562773,0.0018155433,0.000008005272,0.85612965],"study_design_scores_gemma":[0.0009928608,0.0020909254,0.092293814,0.00006496024,0.00019095828,0.0000024625162,0.000002385056,0.3624636,0.541217,0.00032866676,0.00005597679,0.00029637024],"about_ca_topic_score_codex":0.00001603473,"about_ca_topic_score_gemma":0.0000023843577,"teacher_disagreement_score":0.85583323,"about_ca_system_score_codex":0.000044108627,"about_ca_system_score_gemma":0.000009859774,"threshold_uncertainty_score":0.5221258},"labels":[],"label_agreement":null},{"id":"W2146981502","doi":"10.1109/ceidp.1996.564642","title":"Thermal aging study of insulating papers used in power transformers","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Electrical engineering; Transformer; Materials science; Engineering physics; Thermal; Computer science; Reliability engineering; Engineering; Voltage; Physics; Thermodynamics","score_opus":0.01326597919940732,"score_gpt":0.20687892586277015,"score_spread":0.19361294666336284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146981502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92898816,0.000059068683,0.00031813406,0.000015798747,0.000087700886,0.00020700139,0.0000014456447,0.00007036015,0.07025231],"genre_scores_gemma":[0.9998533,0.0000268306,0.000057340538,0.000012355443,0.000006536891,0.000007890927,0.0000012061179,0.0000202386,0.0000142928675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9992988,0.000010290231,0.00027939034,0.00009250028,0.0001361161,0.00018292044],"domain_scores_gemma":[0.99982095,0.00004742449,0.000012796169,0.00007745075,0.000009991602,0.00003136077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007583863,0.00010398215,0.00013748923,0.00012283592,0.00001891532,0.000009412897,0.0000572229,0.000036907855,0.00039185214],"category_scores_gemma":[0.00000576979,0.0000987145,0.000031519055,0.00021762644,0.0000093449235,0.00014699345,0.0000028136822,0.00009701883,0.0000056101385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011263971,0.0009837821,0.35025796,0.00011091126,0.00015726809,0.000017006794,0.06129493,0.41845143,0.12298225,0.0003401233,0.000026981676,0.04536609],"study_design_scores_gemma":[0.0042412993,0.00037135338,0.6345258,0.00009538997,0.000031515738,9.674947e-7,0.007380501,0.34149486,0.010989234,0.000016023678,0.00032915926,0.00052392035],"about_ca_topic_score_codex":0.00006931376,"about_ca_topic_score_gemma":0.00011812951,"teacher_disagreement_score":0.2842678,"about_ca_system_score_codex":0.000025352076,"about_ca_system_score_gemma":0.0000018054275,"threshold_uncertainty_score":0.4290506},"labels":[],"label_agreement":null},{"id":"W2147507227","doi":"10.1109/ceidp.2008.4772843","title":"Ageing Behaviour of Mineral Oil and Ester Liquids: a Comparative Study","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Absorbance; Materials science; Ageing; Service life; Composite material; Chemistry; Chromatography; Metallurgy","score_opus":0.026144515305855563,"score_gpt":0.25024599648753354,"score_spread":0.22410148118167797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147507227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912984,0.00007210567,0.00029467358,0.000006094327,0.0000497962,0.000039259812,0.0000030268575,0.000036203906,0.0082004545],"genre_scores_gemma":[0.99953705,0.000055561894,0.0002221769,0.0000062033428,0.000010926397,0.0000059025965,0.0000027194499,0.0000060026628,0.00015343484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999684,0.000005163514,0.00012291569,0.00005664152,0.00006060119,0.000070701724],"domain_scores_gemma":[0.99987596,0.00002091078,0.000007585982,0.00005074387,0.000018995077,0.000025828984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023619028,0.00006160749,0.00010481959,0.000036961676,0.000020373598,0.0000049024725,0.000023280747,0.000017136079,0.000015964091],"category_scores_gemma":[0.0000017443826,0.000055033783,0.000013409762,0.000046116547,0.000017104605,0.00008555953,0.0000050959484,0.000037491045,0.0000021447456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005421187,0.0011025647,0.86764145,0.00014836117,0.0002909415,0.00012482279,0.06468116,0.013974389,0.044649977,0.00042043885,0.0014958474,0.005415845],"study_design_scores_gemma":[0.0007820911,0.00023701733,0.9824759,0.000020996498,0.000026855678,0.000007345592,0.0006351207,0.010814674,0.0047394987,0.0000070868896,0.00010670878,0.00014675266],"about_ca_topic_score_codex":0.00005799912,"about_ca_topic_score_gemma":0.00005322682,"teacher_disagreement_score":0.114834405,"about_ca_system_score_codex":0.000005777161,"about_ca_system_score_gemma":0.0000029575629,"threshold_uncertainty_score":0.22442126},"labels":[],"label_agreement":null},{"id":"W2147980998","doi":"10.1109/tpwrd.2011.2157177","title":"Transformers Surveillance Following Corrosive Sulfur Remedial Procedures","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Sulfur; Copper; Transformer; Transformer oil; Mineral oil; Mercury (programming language); Waste management; Petroleum; Electromagnetic coil; Chemistry; Engineering; Inorganic chemistry; Electrical engineering; Computer science; Organic chemistry","score_opus":0.013365834656069824,"score_gpt":0.19973066662981948,"score_spread":0.18636483197374965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147980998","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41339535,0.00014577889,0.5725632,0.000020454961,0.0037131626,0.000357074,0.00008405836,0.000454307,0.009266641],"genre_scores_gemma":[0.99872327,0.0005988442,0.0003508052,0.00010009258,0.000028336088,0.0000617496,0.000009982925,0.000068060974,0.000058849146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868095,0.00001945529,0.0003364571,0.00026814674,0.00027507375,0.00041992875],"domain_scores_gemma":[0.99949837,0.00008234995,0.000024568313,0.00018431524,0.000060919763,0.00014947462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000103353836,0.0002868947,0.00023552934,0.00021049284,0.00014753136,0.000028410166,0.00015086743,0.00015302851,0.000257837],"category_scores_gemma":[0.0000048671113,0.00030292358,0.0002525921,0.00027884904,0.000048443806,0.00039229912,3.3683156e-7,0.0002914771,0.00012495379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003737362,0.004922823,0.009076973,0.0013692689,0.005375639,0.000846089,0.08231838,0.26384154,0.40877107,0.00072744285,0.014155005,0.2048584],"study_design_scores_gemma":[0.0077834134,0.0020067452,0.028770095,0.00076409685,0.00058569974,0.000089393674,0.0020743154,0.022133129,0.9214655,0.00054562395,0.009332586,0.0044493787],"about_ca_topic_score_codex":0.00004661476,"about_ca_topic_score_gemma":0.0003191762,"teacher_disagreement_score":0.5853279,"about_ca_system_score_codex":0.00009351482,"about_ca_system_score_gemma":0.000055535096,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W2148620134","doi":"10.1109/ceidp.2003.1254811","title":"Prediction of remaining life of the paper insulation by the analysis of new oil-soluble compounds in power transformers","year":2004,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Kraft paper; Accelerated aging; Electrical insulation paper; Transformer oil; Transformer; Materials science; Reliability engineering; Computer science; Process engineering; Composite material; Engineering; Electrical engineering; Voltage","score_opus":0.011823771621123544,"score_gpt":0.2026239036437834,"score_spread":0.19080013202265986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148620134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726597,0.00018928746,0.016972374,0.00023504328,0.0001371712,0.000097823824,0.000033804226,0.000018685721,0.009656126],"genre_scores_gemma":[0.9996253,0.0001681214,0.00011151035,0.000028859664,0.0000053565786,0.0000025335728,0.000026799087,0.0000089824225,0.000022509292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99916196,0.000012079276,0.0004504065,0.00007105645,0.00020281482,0.000101699385],"domain_scores_gemma":[0.99968237,0.000055451193,0.000059404458,0.00013817738,0.00003830254,0.000026285805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016430036,0.000080309175,0.0001895407,0.00013663666,0.000020940708,0.000004749956,0.00009100218,0.000061253384,0.00004510627],"category_scores_gemma":[0.00002226831,0.000053245563,0.000113901835,0.00092157396,0.00003686161,0.00016482231,0.0000039929064,0.00007991094,2.2135454e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025107012,0.000084983505,0.027434735,0.000057981677,0.00051474327,4.149867e-8,0.004834586,0.8619534,0.10109807,0.001976292,0.00020234984,0.0018177471],"study_design_scores_gemma":[0.001694599,0.00007832346,0.84841305,0.00013517376,0.0005066381,3.667498e-7,0.0006637296,0.10554896,0.04132576,0.0004148906,0.0010759083,0.00014259401],"about_ca_topic_score_codex":0.0007171944,"about_ca_topic_score_gemma":0.0002886653,"teacher_disagreement_score":0.82097834,"about_ca_system_score_codex":0.00004051362,"about_ca_system_score_gemma":0.000038391092,"threshold_uncertainty_score":0.21712911},"labels":[],"label_agreement":null},{"id":"W2149073930","doi":"10.3390/en8087690","title":"Measurement of the Relative Free Radical Content of Insulating Oils of Petroleum Origin","year":2015,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Radical; Chemistry; Reagent; Transformer oil; Degradation (telecommunications); Organic chemistry; Petroleum; Petroleum product; Chemical reaction; Chemical engineering; Transformer; Voltage","score_opus":0.05086424191132825,"score_gpt":0.222852786863407,"score_spread":0.17198854495207877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149073930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906624,0.0010547194,0.0035644984,0.00004630362,0.00027553632,0.000054355685,0.00001502529,0.000017295984,0.0043098694],"genre_scores_gemma":[0.99922186,0.000041852963,0.0006940289,0.0000026875607,0.000016928116,0.000003698544,0.0000011595127,0.000008419603,0.000009374644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992283,0.000020330104,0.00028402862,0.00004906509,0.0003374841,0.00008078977],"domain_scores_gemma":[0.9995604,0.000043534426,0.00006844586,0.00016599943,0.00013500119,0.000026626602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020946053,0.00006757457,0.00015184394,0.000038008387,0.000010521855,0.0000022188308,0.00011965069,0.000034989378,0.0000033122722],"category_scores_gemma":[0.00023884483,0.000048898517,0.000056305867,0.00008635074,0.00006371002,0.000072077346,0.00001884628,0.000060893926,3.1212792e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034547604,0.00009378149,0.023863025,0.00020047138,0.00023631693,5.410715e-7,0.0029391905,0.6021495,0.31487367,0.0535597,0.00045369306,0.0015955839],"study_design_scores_gemma":[0.0014067538,0.00012678825,0.08628387,0.00039506957,0.000061186474,7.0268896e-7,0.00033099134,0.019983757,0.88750875,0.0024126503,0.0013513941,0.00013811562],"about_ca_topic_score_codex":0.000118230324,"about_ca_topic_score_gemma":0.000017156568,"teacher_disagreement_score":0.5821657,"about_ca_system_score_codex":0.0000449302,"about_ca_system_score_gemma":0.00003548407,"threshold_uncertainty_score":0.19940236},"labels":[],"label_agreement":null},{"id":"W2151134942","doi":"10.1109/elinsl.1990.109706","title":"Laser Doppler anemometer measurements of particle-fluid motion in dielectric liquids under uniform electric field","year":2002,"lang":"en","type":"article","venue":"IEEE International Symposium on Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrohydrodynamics; Electric field; Anemometer; Analytical Chemistry (journal); Carbon black; Doppler effect; Particle (ecology); Materials science; Chemistry; Mechanics; Physics; Turbulence; Chromatography","score_opus":0.0304115155982431,"score_gpt":0.24696699683678777,"score_spread":0.21655548123854468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151134942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685264,0.00010959079,0.022273704,0.0005434046,0.0006109111,0.00030497316,0.0000050495605,0.00010862265,0.007517324],"genre_scores_gemma":[0.99913794,0.00030711375,0.00006563266,0.00020032149,0.00012835846,0.00003666099,0.000024497354,0.000030934818,0.00006856335],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982252,0.00003965132,0.0005811113,0.00024163949,0.0005734685,0.00033890776],"domain_scores_gemma":[0.9993719,0.00018366205,0.000073727715,0.0001512488,0.00014681891,0.00007265335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016948643,0.00020455274,0.00019522005,0.00042838615,0.00003627662,0.000035437748,0.00017305478,0.00017128582,0.00014060897],"category_scores_gemma":[0.000057574587,0.00021086853,0.000085314874,0.0009953054,0.00000886755,0.00033485945,0.0000056543445,0.00024748966,0.000052105792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016795527,0.0009737023,0.019633735,0.000028549799,0.00016087643,0.0000052641226,0.00017288323,0.3237159,0.6183893,0.0020620518,0.0005092101,0.034180585],"study_design_scores_gemma":[0.00070261507,0.0002939467,0.02699487,0.000023941224,0.0000149238795,0.0000034420102,7.4594726e-7,0.66675156,0.3047456,0.00021732558,0.00007557775,0.00017539659],"about_ca_topic_score_codex":0.0000414107,"about_ca_topic_score_gemma":0.000010565231,"teacher_disagreement_score":0.3430357,"about_ca_system_score_codex":0.00041508552,"about_ca_system_score_gemma":0.0000083163495,"threshold_uncertainty_score":0.8598969},"labels":[],"label_agreement":null},{"id":"W2151696947","doi":"10.1109/icdl.1996.565505","title":"Comparative evaluation of parameters of the dielectric breakdown test on transformer oil","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Breakdown voltage; Transformer oil; Dielectric withstand test; Voltage; Materials science; Transformer; Electrode; High voltage; Test method; Dielectric; Electrical engineering; Composite material; Electronic engineering; Optoelectronics; Engineering; Chemistry; Mathematics","score_opus":0.039014801630807915,"score_gpt":0.24350102965462583,"score_spread":0.2044862280238179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151696947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80794,0.00021436026,0.0008779696,0.000069760106,0.00011671516,0.00016128796,0.00001846456,0.000024259489,0.19057718],"genre_scores_gemma":[0.99969596,0.00014538504,0.000069378184,0.00001627159,0.000004968672,0.000012256969,0.0000028065044,0.0000064265173,0.00004654201],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993498,0.000017260667,0.00019854042,0.00006038888,0.00028010318,0.00009393815],"domain_scores_gemma":[0.9995999,0.00017080527,0.000025206247,0.0001106171,0.000076630626,0.000016894777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011285012,0.00007743202,0.000121325014,0.0000563148,0.000018573657,0.0000036594297,0.00006838634,0.00003365617,0.00016362009],"category_scores_gemma":[0.00002685874,0.00005292876,0.000057730096,0.00024969186,0.000026888029,0.00005760401,9.0608665e-7,0.000062721025,0.000009194335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020018226,0.0009874715,0.003106105,0.00022178938,0.0003147339,1.6841271e-7,0.0064295023,0.48996735,0.12778884,0.002923562,0.0025602141,0.36568025],"study_design_scores_gemma":[0.0005180764,0.00013394552,0.025463112,0.00004478466,0.0000819102,4.2937168e-7,0.000029258303,0.6552707,0.3180354,0.00012443896,0.0002053139,0.00009267331],"about_ca_topic_score_codex":0.000018417873,"about_ca_topic_score_gemma":0.00002055428,"teacher_disagreement_score":0.36558756,"about_ca_system_score_codex":0.00003171962,"about_ca_system_score_gemma":0.000006386558,"threshold_uncertainty_score":0.21583723},"labels":[],"label_agreement":null},{"id":"W2153296724","doi":"10.1520/stp13457s","title":"The Electrochemical Stability of Mineral Insulating Oils","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Mineral; Electrochemistry; Materials science; Mineral oil; Chemistry; Metallurgy; Electrode; Physical chemistry","score_opus":0.00962509731531205,"score_gpt":0.19526213357921768,"score_spread":0.18563703626390562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153296724","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075405613,0.00071559154,0.0012543403,0.00002060688,0.000101287835,0.00013834059,0.00001995142,0.000087279754,0.990122],"genre_scores_gemma":[0.98862267,0.0020207043,0.0004974634,0.000018732959,0.00014579702,0.000007777995,0.000087672815,0.00007472499,0.0085244775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999216,0.0000024954634,0.00035018584,0.00011210832,0.00015061247,0.00016858213],"domain_scores_gemma":[0.9995373,0.00015685309,0.000029286368,0.00020139673,0.000037430997,0.00003776319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069752365,0.0001731504,0.00018471094,0.000027535118,0.000033645883,0.000014384534,0.00010462367,0.00016720148,0.0004063616],"category_scores_gemma":[0.000012974864,0.00013042468,0.00009674308,0.000017199423,0.000047617337,0.000034925204,0.000006622341,0.00023530654,0.000013010282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010769672,0.00007050615,0.00024859616,0.0006402142,0.0007024072,0.000004661166,0.0005250517,0.00092993944,0.24616522,0.6049142,0.0020988623,0.14359264],"study_design_scores_gemma":[0.0012469208,0.00029007354,0.0011076911,0.0005583236,0.00029616148,0.000012538038,0.000015375115,0.04967516,0.32707128,0.14704421,0.4705418,0.0021404575],"about_ca_topic_score_codex":0.0000059484423,"about_ca_topic_score_gemma":0.00001706421,"teacher_disagreement_score":0.98159754,"about_ca_system_score_codex":0.000045631743,"about_ca_system_score_gemma":0.000018614024,"threshold_uncertainty_score":0.5318564},"labels":[],"label_agreement":null},{"id":"W2153867697","doi":"10.1109/cmd.2008.4580329","title":"Use of furan-in-oil analysis to determine the condition of oil filled power transformers","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Furan; Transformer oil; Transformer; Distribution transformer; Thermal analysis; Thermal; Electrical engineering; Materials science; Petroleum engineering; Environmental science; Computer science; Engineering; Chemistry; Voltage; Physics","score_opus":0.01878972034342305,"score_gpt":0.21857985136853897,"score_spread":0.19979013102511592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153867697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98479223,0.000050164635,0.008642475,0.00008945905,0.000057976147,0.000044466513,0.00005448298,0.000022771153,0.006245984],"genre_scores_gemma":[0.9989709,0.0005301972,0.00028540194,0.000040089297,0.00000401231,0.00000943246,0.000027569327,0.000009811311,0.00012255379],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993166,0.0000097197035,0.0003259262,0.00007876087,0.00014069235,0.00012834714],"domain_scores_gemma":[0.9996454,0.00012722285,0.000020768986,0.00012277365,0.000047237038,0.000036579215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006406899,0.00009054747,0.00020879561,0.000246201,0.00001921982,0.0000041249496,0.00006183832,0.00004235045,0.00024337127],"category_scores_gemma":[0.000019486717,0.00006772368,0.00012166405,0.0006284985,0.000030971485,0.00013564478,0.0000023044163,0.000049541562,0.000003931198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022623231,0.00042909163,0.031655572,0.0003167986,0.0023116944,0.00002262651,0.011830022,0.6728389,0.1832088,0.00095952273,0.0014783324,0.094722405],"study_design_scores_gemma":[0.0021858492,0.00027302504,0.5079074,0.00011372232,0.0007395623,0.000008650104,0.00038733226,0.24031395,0.24170189,0.000037017046,0.0056742616,0.0006573516],"about_ca_topic_score_codex":0.00017436882,"about_ca_topic_score_gemma":0.00034882137,"teacher_disagreement_score":0.47625184,"about_ca_system_score_codex":0.000018504938,"about_ca_system_score_gemma":0.000008497955,"threshold_uncertainty_score":0.27616918},"labels":[],"label_agreement":null},{"id":"W2154089323","doi":"10.1109/ias.1988.25264","title":"Some observations on electrohydrodynamic phenomena in non-polar liquids","year":2003,"lang":"en","type":"article","venue":"Conference Record of the 1988 IEEE Industry Applications Society Annual Meeting","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrohydrodynamics; Conductivity; Electrolyte; Electrode; Work (physics); Polar; Voltage; Materials science; Thermal conduction; Chemical physics; Chemical engineering; Analytical Chemistry (journal); Chemistry; Thermodynamics; Organic chemistry; Physics; Electrical engineering; Physical chemistry; Composite material; Engineering","score_opus":0.017034830419639144,"score_gpt":0.2324913801397142,"score_spread":0.21545654972007505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154089323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849706,0.000100872945,0.0083167935,0.00031321732,0.0002925264,0.00070858136,0.00010170393,0.00008775606,0.005107889],"genre_scores_gemma":[0.9979673,0.00028241338,0.0011461752,0.00009398025,0.0001377345,0.00025497345,0.00001500286,0.0000279041,0.00007453002],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881774,0.000039192626,0.000432696,0.00021589603,0.00016963873,0.00032482215],"domain_scores_gemma":[0.999208,0.00015539285,0.00010311142,0.00036440685,0.00010960123,0.000059543494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028368956,0.00018656348,0.00019577863,0.00005194708,0.00017013303,0.000024616758,0.00033609715,0.0003068067,0.000010545885],"category_scores_gemma":[0.00004885609,0.00018014482,0.000121548765,0.0006422936,0.000076853496,0.00021533607,0.0000138583255,0.0007996071,0.000007907821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032890366,0.0012911871,0.044109866,0.0008707662,0.00051219156,9.754802e-7,0.0088844,0.44289434,0.33548573,0.11802569,0.0039473935,0.043944597],"study_design_scores_gemma":[0.0028600956,0.00044306097,0.06756202,0.002148511,0.00025946004,0.000008960678,0.0061609405,0.6322914,0.19132097,0.03303905,0.061193716,0.0027118416],"about_ca_topic_score_codex":0.000052422147,"about_ca_topic_score_gemma":0.000024398134,"teacher_disagreement_score":0.18939705,"about_ca_system_score_codex":0.0001736667,"about_ca_system_score_gemma":0.00010146839,"threshold_uncertainty_score":0.7346093},"labels":[],"label_agreement":null},{"id":"W2155497430","doi":"10.1109/tdc.2008.4517061","title":"Is it ok to reclose on the transformer?","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Engineering; Electrical engineering; Distribution transformer; Reliability engineering; Automotive engineering; Computer science; Voltage","score_opus":0.03518375105432273,"score_gpt":0.2354714838161072,"score_spread":0.20028773276178446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155497430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45113987,0.000040096933,0.025946612,0.010934723,0.00030704043,0.000319817,0.000018820236,0.00017277204,0.51112026],"genre_scores_gemma":[0.9952037,0.00031838185,0.0001538151,0.0034776723,0.000037534595,0.0000178568,0.0000026397215,0.000014840806,0.00077361235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995616,0.0000032688192,0.000105073865,0.000073595475,0.00011109381,0.00014534322],"domain_scores_gemma":[0.9997455,0.00005861949,0.0000026808686,0.00012618328,0.000013148008,0.000053896016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042489282,0.00008144839,0.000058916525,0.00003614161,0.00006766352,0.000009320358,0.0000773016,0.00003200938,0.0007289435],"category_scores_gemma":[0.000007676049,0.000054416356,0.00003976784,0.00011967761,0.000009470714,0.000053000553,0.0000011775014,0.000072421855,0.0006978284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041586645,0.00013687878,0.00093249587,0.000045759673,0.00013679606,0.00001594581,0.015291175,0.01574418,0.012822835,0.026800685,0.88634986,0.041681785],"study_design_scores_gemma":[0.0003688918,0.00018503527,0.014992717,0.00004653788,0.000013863294,0.000008752252,0.00013438782,0.011816684,0.2041634,0.0005232764,0.7673692,0.00037725808],"about_ca_topic_score_codex":0.000013926571,"about_ca_topic_score_gemma":0.000011744035,"teacher_disagreement_score":0.5440638,"about_ca_system_score_codex":0.000019959578,"about_ca_system_score_gemma":0.0000058554806,"threshold_uncertainty_score":0.8969405},"labels":[],"label_agreement":null},{"id":"W2156327462","doi":"10.1109/eic.2009.5166357","title":"On-line monitoring of transformer via transfer function","year":2009,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Bushing; Transformer; Transfer function; Electromagnetic coil; Capacitive sensing; Frequency domain; Electrical engineering; Engineering; Electronic engineering; Computer science; Voltage; Mechanical engineering","score_opus":0.013225851896587024,"score_gpt":0.22223958399332008,"score_spread":0.20901373209673307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156327462","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2948487,0.00007688113,0.6865007,0.000036341004,0.0003257112,0.00008879279,0.0000035606593,0.00011849353,0.018000765],"genre_scores_gemma":[0.9995444,0.00013959924,0.00017964683,0.000032220578,0.00005741702,0.0000029277132,0.0000068286245,0.000011548679,0.00002541919],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994952,0.0000025617405,0.0001846462,0.00007231955,0.000115695715,0.00012954307],"domain_scores_gemma":[0.99983644,0.000023126695,0.0000033251197,0.00007673636,0.000021883976,0.000038507213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039295694,0.00009590337,0.00010178333,0.00007300152,0.000017734648,0.0000056809927,0.00003739548,0.000054381184,0.00009434925],"category_scores_gemma":[0.0000017827398,0.000086933265,0.000055253582,0.00011032523,0.000006151013,0.000118492375,1.7486968e-7,0.00007506574,0.000015561784],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014359535,0.00027272064,0.00077405426,0.00010187185,0.00010769652,0.0000018023977,0.0005390975,0.25185898,0.3302115,0.0287958,0.0002074256,0.38698545],"study_design_scores_gemma":[0.0015407827,0.0013816803,0.06655851,0.00011623119,0.00008269697,0.0000020397222,0.000032743013,0.062089838,0.85726607,0.008792722,0.0016995505,0.00043712783],"about_ca_topic_score_codex":0.0000034923917,"about_ca_topic_score_gemma":0.0000011279762,"teacher_disagreement_score":0.7046957,"about_ca_system_score_codex":0.000015672398,"about_ca_system_score_gemma":0.0000030807319,"threshold_uncertainty_score":0.35450357},"labels":[],"label_agreement":null},{"id":"W2158969303","doi":"10.1109/mei.2003.1192031","title":"New techniques for dissolved gas-in-oil analysis","year":2003,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Dissolved gas analysis; Petroleum engineering; Oil analysis; High voltage; Gas analysis; Engineering; Voltage; Circuit breaker; Fossil fuel; Process engineering; Computer science; Environmental science; Transformer oil; Electrical engineering; Waste management; Transformer","score_opus":0.01089556528066392,"score_gpt":0.24251130506157267,"score_spread":0.23161573978090874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158969303","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047360197,0.0004807907,0.9419274,0.00010877479,0.00021321858,0.00025526294,0.000013009071,0.0003446233,0.009296778],"genre_scores_gemma":[0.9869561,0.0002956699,0.012150786,0.00004118081,0.000100552315,0.000051235835,0.00006622562,0.000031047108,0.00030720816],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897784,0.000019041809,0.00036440918,0.00019064985,0.000145465,0.0003026236],"domain_scores_gemma":[0.99951875,0.00014440285,0.000030933483,0.00014695196,0.000060508686,0.00009845519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014813179,0.00015786817,0.00023967975,0.0004725227,0.00003465596,0.00003471582,0.000070366055,0.00011884766,0.000057481513],"category_scores_gemma":[0.000096692915,0.00016483518,0.0001228807,0.0017223182,0.0000071729214,0.00015835806,0.000001408318,0.0001263601,0.000018830086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012375962,0.00036856657,0.023487737,0.00012734896,0.0007263002,0.000008561105,0.00025938096,0.1247177,0.17742524,0.027204564,0.00763218,0.63791865],"study_design_scores_gemma":[0.0012718231,0.00014784717,0.061344016,0.00002149966,0.00031868365,0.0000020887628,0.0000014460418,0.7975631,0.067161806,0.008978136,0.0626014,0.0005881929],"about_ca_topic_score_codex":0.000010185082,"about_ca_topic_score_gemma":0.00003584027,"teacher_disagreement_score":0.9395959,"about_ca_system_score_codex":0.000120597324,"about_ca_system_score_gemma":0.000027142407,"threshold_uncertainty_score":0.6721783},"labels":[],"label_agreement":null},{"id":"W2159449284","doi":"10.1109/elinsl.2010.5549746","title":"Long term stability of insulating mineral oils following their corrosive sulfur removal","year":2010,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Sulfur; Mineral oil; Copper; Mineral; Petroleum; Metallurgy; Chemistry; Materials science; Chemical engineering; Mineralogy; Inorganic chemistry; Environmental chemistry; Organic chemistry; Engineering","score_opus":0.011237931191968828,"score_gpt":0.2197135949492848,"score_spread":0.20847566375731597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159449284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801269,0.000040659816,0.009294638,0.000012252432,0.0008492598,0.00015021376,0.000017821156,0.00012594395,0.009382271],"genre_scores_gemma":[0.99781483,0.0000069337552,0.0020414006,0.000011513862,0.00005975349,0.0000051642746,0.000024522342,0.00002274224,0.000013109335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992176,0.0000064831274,0.00031010967,0.00013161467,0.0001222068,0.00021194882],"domain_scores_gemma":[0.999526,0.00012356893,0.000029226365,0.00020849543,0.000048967657,0.00006369043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015515438,0.00013779536,0.00018135807,0.000052321815,0.000039296858,0.000022588389,0.0000986212,0.0000842474,0.00008892388],"category_scores_gemma":[0.00006883229,0.000121355806,0.0001089712,0.000121751276,0.000026349195,0.00021287793,0.000014597154,0.00018789631,0.0000036163601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003798501,0.000026368356,0.12512007,0.000051195853,0.000021259371,0.0000042339766,0.0005097791,0.00029770922,0.8686058,0.00042678698,0.0000065302834,0.0049264603],"study_design_scores_gemma":[0.00050092576,0.000031530184,0.41416848,0.000044715824,0.000020844747,0.000006795267,0.000068150366,0.024262508,0.56038153,0.00022200463,0.00005752929,0.00023499597],"about_ca_topic_score_codex":0.00004113938,"about_ca_topic_score_gemma":0.0001718067,"teacher_disagreement_score":0.3082243,"about_ca_system_score_codex":0.000020507094,"about_ca_system_score_gemma":0.00001396826,"threshold_uncertainty_score":0.49487463},"labels":[],"label_agreement":null},{"id":"W2160272143","doi":"10.1109/elinsl.2008.4570306","title":"Feasibility of free radical detection for condition assessment of oil/paper insulation of transformers","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"BC Hydro","keywords":"Partial discharge; Radical; Transformer oil; Transformer; Materials science; Insulation system; Process engineering; High voltage; Degradation (telecommunications); Environmental science; Voltage; Forensic engineering; Computer science; Electrical engineering; Waste management; Reliability engineering; Chemistry; Composite material; Engineering; Organic chemistry","score_opus":0.020623997093295408,"score_gpt":0.2682900579413384,"score_spread":0.24766606084804302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160272143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66870934,0.000020185282,0.32837558,0.0000132142495,0.00009157923,0.0001671382,0.000074922995,0.000023418785,0.0025246656],"genre_scores_gemma":[0.99700093,0.00015144782,0.002743832,0.00000396273,0.00001201192,0.000017571045,0.00005478151,0.000010896936,0.0000045430706],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992227,0.000009916323,0.00042779793,0.00008303241,0.0001666832,0.0000898614],"domain_scores_gemma":[0.99960756,0.00009246014,0.00005383193,0.00011186133,0.000105558596,0.00002872837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012836047,0.0000783551,0.00018386696,0.00008839368,0.000022754704,0.0000011678159,0.00004656582,0.00008298383,0.00005217951],"category_scores_gemma":[0.00003038811,0.00007732482,0.00009578604,0.00011843266,0.00006561765,0.00019481142,0.0000019900428,0.000047957798,1.4995935e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076593984,0.00024168973,0.011618959,0.0008275505,0.00008487335,1.2804269e-7,0.00030976516,0.018272946,0.9535104,0.003063621,0.000040868992,0.011952596],"study_design_scores_gemma":[0.0018578948,0.0002454512,0.4430868,0.000037094378,0.000044259483,0.0000015893139,0.000029322073,0.109000415,0.4443742,0.0010943441,0.0001209144,0.00010771975],"about_ca_topic_score_codex":0.000040497463,"about_ca_topic_score_gemma":0.000029952871,"teacher_disagreement_score":0.5091362,"about_ca_system_score_codex":0.000050693216,"about_ca_system_score_gemma":0.000026825208,"threshold_uncertainty_score":0.31532148},"labels":[],"label_agreement":null},{"id":"W2161743496","doi":"10.1109/elinsl.2008.4570316","title":"Impedance Characterization of Hydro Generator Stator Windings and Preliminary Results of FRA Analysis","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Stator; Electrical impedance; Electromagnetic coil; Generator (circuit theory); Electrical engineering; Focused Impedance Measurement; Acoustics; Materials science; Physics; Engineering; Power (physics)","score_opus":0.007193997194164312,"score_gpt":0.1915425774405506,"score_spread":0.18434858024638628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161743496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797035,0.000071195485,0.019534998,0.000010559203,0.00003805283,0.00006861363,0.00012699442,0.000026926164,0.00041918104],"genre_scores_gemma":[0.9985081,0.00072585524,0.00060379854,0.000006571107,0.000012954559,0.0000025290908,0.000106135536,0.000008067957,0.000026001735],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99948674,0.0000048037427,0.00026181384,0.00008340535,0.00008935302,0.00007386452],"domain_scores_gemma":[0.9997639,0.00002628787,0.00004657814,0.00009052173,0.00004153016,0.000031182557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047669397,0.0000652374,0.00014914169,0.00012847096,0.000017907343,0.0000029167618,0.000031596413,0.000038091042,0.000010964158],"category_scores_gemma":[0.000012707732,0.00006344428,0.000033053555,0.00028293606,0.0000237577,0.00013275482,0.000004864185,0.000027069998,5.8027985e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010874776,0.000058612586,0.036158036,0.00013204894,0.0003730765,0.0000023451391,0.002017079,0.009676599,0.9493851,0.00020883075,0.00010949626,0.0017700196],"study_design_scores_gemma":[0.00035938612,0.00010567115,0.47590345,0.000013514232,0.00010140163,9.4406465e-7,0.000009533195,0.18848215,0.33473575,0.0000075203707,0.00018777077,0.00009290704],"about_ca_topic_score_codex":0.000019212082,"about_ca_topic_score_gemma":0.00000227007,"teacher_disagreement_score":0.61464936,"about_ca_system_score_codex":0.000007869576,"about_ca_system_score_gemma":0.0000072278563,"threshold_uncertainty_score":0.25871825},"labels":[],"label_agreement":null},{"id":"W2162375514","doi":"10.1109/elinsl.1992.246968","title":"EHD motion and its influences on conduction of liquids under transient unipolar injection","year":2003,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transient (computer programming); Electrohydrodynamics; Thermal conduction; Space charge; Motion (physics); Mechanics; Interface (matter); Dynamics (music); Materials science; Electrode; Physics; Computer science; Thermodynamics; Classical mechanics; Acoustics","score_opus":0.016021391997297515,"score_gpt":0.22228712672995407,"score_spread":0.20626573473265655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162375514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96738344,0.00018954041,0.024404837,0.000020989666,0.00026185278,0.000098282435,0.0000029014682,0.000054904074,0.007583256],"genre_scores_gemma":[0.9996683,0.00021703648,0.000053788845,0.000020635704,0.000009281002,0.0000034237473,0.000004413709,0.0000075403905,0.000015557425],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999629,0.000012778988,0.0001302405,0.000073216754,0.0000802786,0.00007448547],"domain_scores_gemma":[0.99986887,0.000018546947,0.000011169073,0.00004194955,0.000032632273,0.000026854317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007051652,0.00006672868,0.000064615284,0.00008290264,0.000025737585,0.000007283167,0.00001386304,0.000053844444,0.00003456129],"category_scores_gemma":[0.000010625688,0.00006258956,0.000015774172,0.00011141702,0.000011675697,0.00017484963,6.1164184e-7,0.000052216546,0.0000035189098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022289736,0.00011741196,0.0020715478,0.00017749296,0.00007619602,3.7154908e-7,0.000874173,0.53127956,0.28051454,0.18002154,0.000046175257,0.004798671],"study_design_scores_gemma":[0.00087451667,0.00064699975,0.110531874,0.00007914465,0.000052569838,0.000010936051,0.00033381177,0.053435612,0.8294966,0.0023653414,0.0018507517,0.0003218009],"about_ca_topic_score_codex":0.000013188983,"about_ca_topic_score_gemma":0.000008987934,"teacher_disagreement_score":0.5489821,"about_ca_system_score_codex":0.000021679582,"about_ca_system_score_gemma":0.0000042973415,"threshold_uncertainty_score":0.2552328},"labels":[],"label_agreement":null},{"id":"W2164597557","doi":"10.1109/elinsl.2012.6251464","title":"Failure of service aged 230 kV current transformers","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Transformer; Failure rate; Electrical engineering; Current transformer; Transformer oil; Reliability engineering; Service (business); Engineering; Forensic engineering; Business; Voltage","score_opus":0.012312978894589993,"score_gpt":0.22090997889520658,"score_spread":0.2085970000006166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164597557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86172014,0.0016717892,0.10067615,0.00027753972,0.0011928367,0.00029484808,0.000043194428,0.00025932223,0.03386419],"genre_scores_gemma":[0.9992873,0.0001857319,0.00038846274,0.000035990142,0.00004887271,0.0000063200687,0.000025068033,0.000014697629,0.0000075315975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949306,0.0000041443755,0.00015737384,0.0000452763,0.00009989932,0.0002002605],"domain_scores_gemma":[0.99980366,0.000022605804,0.000008912735,0.00006781578,0.000023082688,0.000073894225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062126695,0.000086993,0.00009410821,0.000046956666,0.000015589725,0.0000049539153,0.00005179764,0.000039486637,0.00020750819],"category_scores_gemma":[0.0000025376057,0.00007875423,0.00004029875,0.00014294771,0.0000068606705,0.0002338187,0.0000021775027,0.00007969177,0.000041710093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068215304,0.001302353,0.09000058,0.0062282667,0.00074394146,0.0000015956828,0.028075289,0.031382076,0.3965008,0.03807433,0.03329053,0.37433204],"study_design_scores_gemma":[0.0025973723,0.000101190744,0.26820612,0.00029690232,0.00023605855,0.0000067843293,0.0007670523,0.040782668,0.39371592,0.0004833051,0.2915528,0.0012538382],"about_ca_topic_score_codex":0.000018626339,"about_ca_topic_score_gemma":0.00005942832,"teacher_disagreement_score":0.3730782,"about_ca_system_score_codex":0.000015815172,"about_ca_system_score_gemma":0.0000053439435,"threshold_uncertainty_score":0.32115042},"labels":[],"label_agreement":null},{"id":"W2164884304","doi":"10.1109/mper.2001.4311172","title":"Online Detection and Location of Low-Level Arcing in Dry-Type Transformers","year":2001,"lang":"en","type":"article","venue":"IEEE Power Engineering Review","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Switchgear; Electric arc; Enclosure; Transformer; Electrical engineering; Voltage; Low voltage; Materials science; Electrode; Engineering; Physics","score_opus":0.013720390297435088,"score_gpt":0.22788506926933047,"score_spread":0.2141646789718954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164884304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73277104,0.07113538,0.19425479,0.000060224313,0.000854684,0.00051670807,0.000011014515,0.00015431765,0.00024184838],"genre_scores_gemma":[0.90942687,0.0901478,0.0003358138,0.000022586477,0.000018655379,0.000009723136,0.000009030004,0.00002701917,0.000002514339],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999233,0.0000057658817,0.00036399774,0.000116818475,0.00010284636,0.00017759387],"domain_scores_gemma":[0.9997192,0.000038950762,0.000022975639,0.00009507372,0.00007368478,0.00005011936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014425328,0.000147493,0.00024490387,0.00014690062,0.000010057025,0.00000662949,0.000049372684,0.00005890306,0.000010825355],"category_scores_gemma":[0.000055597007,0.00015740817,0.000028924842,0.00073340687,0.0000095101705,0.00016219744,0.000002267144,0.00013772192,0.0000034367918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033480086,0.00027786117,0.004110979,0.03821347,0.00016107362,0.000019900752,0.0008755796,0.4404882,0.17177726,0.00015450273,0.00007701197,0.34381068],"study_design_scores_gemma":[0.0018953851,0.0003107329,0.2033794,0.03963129,0.00020598595,0.00006395667,0.000043793098,0.6953512,0.041402858,0.000059811413,0.016145453,0.001510164],"about_ca_topic_score_codex":0.00001755129,"about_ca_topic_score_gemma":0.000031736028,"teacher_disagreement_score":0.3423005,"about_ca_system_score_codex":0.000053047923,"about_ca_system_score_gemma":0.00001141682,"threshold_uncertainty_score":0.6418919},"labels":[],"label_agreement":null},{"id":"W2165531365","doi":"10.1109/pes.2008.4596719","title":"Condition assessment of power transformers","year":2008,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Reliability engineering; Transformer; Engineering; Condition monitoring; Computer science; Electrical engineering; Voltage","score_opus":0.009405073777326323,"score_gpt":0.2367828314470991,"score_spread":0.22737775766977278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165531365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5937257,0.00002945133,0.16847162,0.000021034086,0.00015383931,0.00007959896,0.0000135399,0.000079109894,0.23742612],"genre_scores_gemma":[0.9988933,0.0002211383,0.000800861,0.000017348244,0.0000054956454,0.000004390693,0.000020472797,0.000008040164,0.000028927006],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99966085,0.0000021431806,0.00012698166,0.000040441842,0.00008982661,0.000079785335],"domain_scores_gemma":[0.999892,0.000015581238,0.000006414704,0.000041134248,0.0000190626,0.00002579328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025118266,0.000050773615,0.00006925735,0.00004378635,0.000018156576,0.0000017561762,0.00002376241,0.000027881213,0.00038203382],"category_scores_gemma":[0.0000011709026,0.000047890095,0.000032853386,0.00006252332,0.000019612926,0.00010263402,6.819856e-7,0.00003733055,0.000006933139],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029869709,0.0008163451,0.11471666,0.0006153033,0.0007393051,0.000042036787,0.0047730696,0.13241626,0.54984707,0.14945897,0.024067655,0.022477483],"study_design_scores_gemma":[0.0010088551,0.00017335705,0.815757,0.000029479492,0.000022739167,0.000014337621,0.000082036204,0.06458374,0.10659065,0.00039962435,0.011038156,0.00030002787],"about_ca_topic_score_codex":0.0000051918187,"about_ca_topic_score_gemma":0.0000017483804,"teacher_disagreement_score":0.7010403,"about_ca_system_score_codex":0.00001734774,"about_ca_system_score_gemma":0.000010634454,"threshold_uncertainty_score":0.41830024},"labels":[],"label_agreement":null},{"id":"W2168051217","doi":"10.1109/tpwrd.2006.871018","title":"Oil Cooling for Disk-Type Transformer Windings—Part II: Parametric Studies of Design Parameters","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electromagnetic coil; Transformer; Materials science; Heat transfer; Mechanics; Radiator (engine cooling); Mechanical engineering; Electrical engineering; Engineering; Voltage; Physics","score_opus":0.03595381273315851,"score_gpt":0.2471626633843081,"score_spread":0.21120885065114958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168051217","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4010004,0.00094026886,0.5955119,0.000024387824,0.0016589265,0.00022303594,0.00013005229,0.00015804195,0.00035297318],"genre_scores_gemma":[0.9934849,0.0020641263,0.004061809,0.000034429864,0.000024778303,0.00008645759,0.000013270503,0.000061530576,0.00016868603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855745,0.000021437896,0.0005408216,0.0002509856,0.00023968013,0.0003896189],"domain_scores_gemma":[0.9989154,0.000588231,0.000057887133,0.00019308043,0.00017836536,0.00006703302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019381795,0.00028928474,0.00037229713,0.0004379626,0.00023638873,0.00002374685,0.00012299875,0.00013960722,0.000028283292],"category_scores_gemma":[0.000012434633,0.00029100865,0.00023041488,0.00061836274,0.00008726858,0.00028599065,3.793818e-7,0.00018344902,0.000011868262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028205942,0.00029515708,0.000015573058,0.00019699735,0.0004458308,0.0000021816065,0.0006015071,0.9770371,0.009001754,0.00010173666,0.001239403,0.010780745],"study_design_scores_gemma":[0.004432352,0.0025777475,0.0004552606,0.00073893135,0.0011940427,0.000015489772,0.0006665325,0.1340261,0.84158474,0.00084236375,0.011682902,0.0017835741],"about_ca_topic_score_codex":0.000035846497,"about_ca_topic_score_gemma":0.000016489457,"teacher_disagreement_score":0.84301096,"about_ca_system_score_codex":0.00012207568,"about_ca_system_score_gemma":0.000032369036,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W2168328981","doi":"10.1109/elinsl.2004.1380501","title":"Equipment health rating of power transformers","year":2005,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Reliability engineering; Transformer; Asset management; Engineering; Computer science; Electrical engineering","score_opus":0.0088942363231124,"score_gpt":0.2309005287748989,"score_spread":0.2220062924517865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168328981","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32260236,0.001194409,0.4188981,0.0017210842,0.00038889374,0.00040696937,0.000021468819,0.00030585375,0.25446087],"genre_scores_gemma":[0.99666685,0.0002041914,0.002929412,0.00013522021,0.000015736101,0.0000034150414,0.000005956043,0.000010606176,0.00002864265],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994806,0.000003031349,0.00022243147,0.000050315266,0.0000926652,0.0001509656],"domain_scores_gemma":[0.99986583,0.000015714553,0.0000117771215,0.000046843295,0.000011696453,0.000048137656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086251486,0.000062395615,0.00009229302,0.000041525604,0.000018549232,0.0000049415476,0.00003212342,0.000020608266,0.00022556196],"category_scores_gemma":[0.0000021593148,0.00005809982,0.000032429867,0.00006393684,0.000007725358,0.00010387027,0.0000013788444,0.00004158175,0.000013719295],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001654035,0.00022999012,0.001426326,0.0004222625,0.00017165285,7.7469537e-7,0.008323454,0.17341918,0.057314813,0.024769086,0.0089507755,0.72495514],"study_design_scores_gemma":[0.0029354005,0.00068188284,0.0225434,0.00029194294,0.000029372022,0.000006408414,0.00094228034,0.35472316,0.39342764,0.00040149209,0.2230663,0.00095073425],"about_ca_topic_score_codex":0.000013239615,"about_ca_topic_score_gemma":0.000024413532,"teacher_disagreement_score":0.7240044,"about_ca_system_score_codex":0.000043726373,"about_ca_system_score_gemma":0.000014532516,"threshold_uncertainty_score":0.24697454},"labels":[],"label_agreement":null},{"id":"W2170605565","doi":"10.1109/tpwrd.2002.803713","title":"Estimating overpressures in pole-type distribution transformers. II. Prediction tools","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Overpressure; Circuit breaker; Engineering; Transformer; Structural engineering; Distribution transformer; Electrical impedance; Fuse (electrical); Geotechnical engineering; Mechanical engineering; Electrical engineering; Voltage","score_opus":0.01088038480528559,"score_gpt":0.21245693701262156,"score_spread":0.20157655220733597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170605565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30987108,0.00016227059,0.68401736,0.000020079315,0.002141966,0.00026324534,0.00047848278,0.00024133998,0.0028041976],"genre_scores_gemma":[0.9989734,0.0003251772,0.0004618976,0.00004103681,0.000018057075,0.00003427841,0.00007633473,0.000037760045,0.00003203525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874574,0.00003930766,0.0003846226,0.00023509971,0.00024138803,0.00035385485],"domain_scores_gemma":[0.999565,0.00011090399,0.000023528788,0.00016113151,0.00004963935,0.00008979171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018133804,0.00023478513,0.00019004951,0.0001777306,0.00018276011,0.000049506474,0.000076274984,0.0001721508,0.00017520958],"category_scores_gemma":[0.000014435451,0.00026332363,0.00010055439,0.00041383563,0.000031956686,0.0006391689,3.133876e-7,0.00034588636,0.00002966812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006860922,0.00027963365,0.00020293157,0.00005895588,0.000092434304,0.00000811999,0.0007031343,0.97326535,0.008492118,0.00024177055,0.0005621077,0.016024841],"study_design_scores_gemma":[0.0039028863,0.001023594,0.014952932,0.00065488624,0.00027243918,0.000049952847,0.0002941339,0.7625463,0.19496626,0.00060525,0.0191753,0.0015560413],"about_ca_topic_score_codex":0.000033866196,"about_ca_topic_score_gemma":0.000035499288,"teacher_disagreement_score":0.68910235,"about_ca_system_score_codex":0.00019868574,"about_ca_system_score_gemma":0.00003836284,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W2171641509","doi":"10.1109/icdl.1990.202916","title":"Numerical simulation of electrohydrodynamically enhanced natural convection heat transfer of dielectric liquid in a horizontal annulus","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Annulus (botany); Prandtl number; Rayleigh number; Natural convection; Liquid dielectric; Convection; Rayleigh scattering; Electric field; Heat transfer; Dielectric; RADIUS; Convective heat transfer; Thermodynamics; Heat transfer enhancement; Mechanics; Materials science; Heat transfer coefficient; Physics; Optics; Composite material; Optoelectronics; Computer science","score_opus":0.004358572964590137,"score_gpt":0.19517230205423722,"score_spread":0.19081372908964708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171641509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8232791,0.00023797069,0.17395152,0.000014460885,0.0001063608,0.0001551246,0.0000025704157,0.000052313182,0.0022005804],"genre_scores_gemma":[0.99973077,0.00014850702,0.000058078025,0.000006411593,0.0000155514,0.000007278334,0.000012445625,0.00001540568,0.000005551054],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992009,0.000014124115,0.00035082348,0.00011013203,0.00013755726,0.00018646703],"domain_scores_gemma":[0.9997709,0.00007538608,0.0000073126257,0.00007158591,0.00004561026,0.000029252198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040766918,0.000109606,0.00019927342,0.00017722868,0.000010196916,0.0000037104435,0.000048013277,0.00007954296,0.000072221235],"category_scores_gemma":[0.000017790013,0.00010903687,0.00006283233,0.00047002835,0.000015033818,0.00015383467,0.0000014846584,0.00013056156,0.0000027087044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086260996,0.0000981889,0.00008098646,0.000044350192,0.000020236937,5.103477e-7,0.00025350472,0.39050153,0.60641974,0.00022187745,0.0000026616785,0.002270139],"study_design_scores_gemma":[0.00039461802,0.00035688299,0.0019675605,0.000014222814,0.0000073288384,6.8039924e-7,0.0000029072628,0.72194815,0.27519798,0.000015553573,0.000009461692,0.000084631836],"about_ca_topic_score_codex":0.000054167962,"about_ca_topic_score_gemma":0.000039870436,"teacher_disagreement_score":0.33144665,"about_ca_system_score_codex":0.00007013766,"about_ca_system_score_gemma":0.000005135468,"threshold_uncertainty_score":0.44463944},"labels":[],"label_agreement":null},{"id":"W2196945675","doi":"10.1016/j.elstat.2015.11.004","title":"Impact of various stresses on the streaming electrification of transformer oil","year":2015,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Electrification; DPPH; Transformer; Transformer oil; Reagent; Radical; Materials science; Chemistry; Petroleum engineering; Composite material; Voltage; Organic chemistry; Electrical engineering; Engineering; Antioxidant","score_opus":0.01748860121938968,"score_gpt":0.25845891953782674,"score_spread":0.24097031831843707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196945675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727919,0.0004952344,0.025344659,0.00006965882,0.00008009826,0.00004541508,0.000023400282,0.0000063396897,0.001143256],"genre_scores_gemma":[0.9984539,0.0010563066,0.00042611308,0.000006892767,0.00003140539,7.991968e-7,0.0000043953664,0.000015239978,0.000004928761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990616,0.000021084606,0.0004653772,0.000034407673,0.00026992927,0.0001475877],"domain_scores_gemma":[0.99912286,0.0002321242,0.00019406415,0.00009124588,0.0003046413,0.00005506703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024909488,0.00009559939,0.00018971087,0.0001218419,0.000015453717,0.000011447557,0.000108272834,0.000040478066,0.000007599618],"category_scores_gemma":[0.0001297142,0.00006253118,0.00010351319,0.00021694122,0.000026531578,0.00011222649,5.69407e-7,0.00018426428,5.8188647e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039808935,0.0006160523,0.0060195914,0.00019850608,0.0009248185,0.000005934662,0.005651409,0.20194314,0.72473776,0.005758383,0.0028661564,0.05088014],"study_design_scores_gemma":[0.0023039782,0.006954224,0.04266118,0.00038200498,0.00034561995,0.00005182301,0.00036432338,0.04035588,0.90066314,0.005029157,0.0005404815,0.00034817078],"about_ca_topic_score_codex":0.000015341582,"about_ca_topic_score_gemma":0.000005748795,"teacher_disagreement_score":0.17592539,"about_ca_system_score_codex":0.00009519423,"about_ca_system_score_gemma":0.00015557726,"threshold_uncertainty_score":0.25499475},"labels":[],"label_agreement":null},{"id":"W2216242478","doi":"10.5539/mas.v10n1p13","title":"DGA Method-Based ANFIS Expert System for Diagnosing Faults and Assessing Quality of Power Transformer Insulation Oil","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transformer oil; Transformer; Reliability engineering; Dissolved gas analysis; Intrusion; Automotive engineering; Computer science; Engineering; Electrical engineering","score_opus":0.05049257554970233,"score_gpt":0.32414276967270583,"score_spread":0.2736501941230035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216242478","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3292729,0.00012592539,0.6674042,0.00002168691,0.0001416283,0.0001496409,0.000014123361,0.000076061624,0.0027938564],"genre_scores_gemma":[0.9689709,0.0000089171435,0.030884238,0.000028033202,0.000017040122,0.00006211692,0.000008059359,0.000019444175,0.0000012386805],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986876,0.000016265662,0.00036043132,0.00026950653,0.00040028794,0.00026585674],"domain_scores_gemma":[0.99927235,0.00022791394,0.00006126611,0.00016665357,0.00013953827,0.00013228579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012827176,0.0001442762,0.00022668458,0.00014570908,0.00012732773,0.00007827217,0.00013136448,0.000070499314,7.8404673e-7],"category_scores_gemma":[0.00006380953,0.0001390433,0.00003530494,0.00029672452,0.00011522726,0.00042908077,0.0000063964158,0.000063400614,5.584457e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032508844,0.00004038347,0.0003734886,0.00029030652,0.000008489446,1.8685007e-7,0.0034064483,0.06292368,0.87074536,0.0028187856,0.0000052948976,0.05935507],"study_design_scores_gemma":[0.0007996536,0.00002126926,0.0054228124,0.000074827054,0.000009171546,5.8269865e-7,0.00030095913,0.8422711,0.15039265,0.0004106057,0.00011069365,0.00018567106],"about_ca_topic_score_codex":0.000034143573,"about_ca_topic_score_gemma":0.0000042590095,"teacher_disagreement_score":0.7793474,"about_ca_system_score_codex":0.00014291749,"about_ca_system_score_gemma":0.00009362279,"threshold_uncertainty_score":0.5670021},"labels":[],"label_agreement":null},{"id":"W2217827600","doi":"10.1109/ceidp.2015.7352049","title":"Aging effect on oil cooling capacity of a non-guided disc windings power transformer","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Multiphysics; Electromagnetic coil; Materials science; Transformer oil; Mineral oil; Petroleum engineering; Composite material; Mechanical engineering; Environmental science; Electrical engineering; Engineering; Metallurgy; Structural engineering; Voltage; Finite element method","score_opus":0.016591014690559302,"score_gpt":0.2366233285954912,"score_spread":0.22003231390493191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217827600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9015065,0.000029595629,0.02259072,0.0000319349,0.0003926663,0.000102664846,0.000012066839,0.00011853276,0.075215355],"genre_scores_gemma":[0.99945706,0.000019626978,0.00033614537,0.000041568102,0.00003242149,0.000010237503,0.000009985011,0.00003226918,0.000060671027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910986,0.0000107907435,0.00026523657,0.00013131791,0.00022831946,0.00025446265],"domain_scores_gemma":[0.99958503,0.00008599738,0.000020837779,0.00013598983,0.00004722625,0.00012493797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026595738,0.00017605294,0.00022864885,0.00011999334,0.000028707824,0.000020796628,0.00008853265,0.000075013275,0.000040110164],"category_scores_gemma":[0.000034187884,0.00014773569,0.00008442336,0.00016613564,0.000026639436,0.00019599192,0.0000030493125,0.0001391395,0.000035424204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004711707,0.00062023767,0.036752164,0.0025200045,0.0010318155,0.00003474427,0.031322263,0.19381809,0.6597062,0.013473992,0.009764286,0.05048507],"study_design_scores_gemma":[0.00413713,0.00087053585,0.01800049,0.00062730844,0.00011693275,0.000012141075,0.00015529302,0.07062378,0.899213,0.00029766362,0.0050638337,0.00088189775],"about_ca_topic_score_codex":0.000073495896,"about_ca_topic_score_gemma":0.000009606918,"teacher_disagreement_score":0.23950683,"about_ca_system_score_codex":0.00007397755,"about_ca_system_score_gemma":0.000013691153,"threshold_uncertainty_score":0.60244864},"labels":[],"label_agreement":null},{"id":"W2226408780","doi":"","title":"Contribution à l'application de techniques traditionnelles et modernes au diagnostic des transformateurs de puissance","year":2014,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.00672996028430583,"score_gpt":0.1866973210495952,"score_spread":0.17996736076528935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226408780","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16626942,0.0018227857,0.7978979,0.0061514173,0.00022721423,0.0004965522,0.00010870502,0.00037088915,0.026655156],"genre_scores_gemma":[0.9919103,0.0044481126,0.002874684,0.00018295075,0.00020602261,0.000016578779,0.00023256411,0.000054302956,0.0000745221],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983485,0.00017643592,0.0003920828,0.00031394383,0.00019919085,0.00056988094],"domain_scores_gemma":[0.99814904,0.0010071432,0.00013426573,0.00023479165,0.00021805424,0.00025668062],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056039495,0.00034879154,0.00030687664,0.00021075243,0.00049725996,0.00009590842,0.00020140744,0.00034463633,0.0008267335],"category_scores_gemma":[0.00019115084,0.00045793073,0.00016001397,0.0003031595,0.00040359274,0.00088753126,0.000014789686,0.00029688323,0.000036619756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001187493,0.00042391734,0.06491769,0.0008966341,0.00024063933,0.000014630562,0.023881583,0.2576874,0.008113655,0.27032337,0.0050996607,0.36828205],"study_design_scores_gemma":[0.0011888479,0.00013906143,0.13623497,0.0005244051,0.00036273783,0.000087125576,0.00042487305,0.7962624,0.012632148,0.011532462,0.039922114,0.0006888613],"about_ca_topic_score_codex":0.007963107,"about_ca_topic_score_gemma":0.007502933,"teacher_disagreement_score":0.82564086,"about_ca_system_score_codex":0.0016931753,"about_ca_system_score_gemma":0.00053940737,"threshold_uncertainty_score":0.9997873},"labels":[],"label_agreement":null},{"id":"W2240820797","doi":"10.1109/epec.2015.7379937","title":"Transformer Health Index estimation using Orthogonal Wavelet Network","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer; Reliability engineering; Computer science; Engineering; Voltage; Electrical engineering","score_opus":0.03193507633453826,"score_gpt":0.2607604363179259,"score_spread":0.22882535998338763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240820797","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069666944,0.00022620751,0.91979367,0.00013416745,0.00044682503,0.00015408531,0.000006670342,0.00018203605,0.009389425],"genre_scores_gemma":[0.9855585,0.000048958584,0.014017428,0.00017607053,0.0001088978,0.0000040980094,0.000050588813,0.000022057517,0.00001341475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992643,0.000009177723,0.00022194794,0.00008378565,0.00015921053,0.0002615969],"domain_scores_gemma":[0.99971443,0.000016332997,0.000014875937,0.00007372708,0.000031803374,0.00014880276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018607463,0.000103036546,0.000117413714,0.00004615303,0.000045882807,0.00002517511,0.00004165669,0.00005179771,0.000042827174],"category_scores_gemma":[0.0000057708476,0.0000995753,0.000029233215,0.00016675776,0.00001025832,0.00022332306,0.0000017475118,0.00008631676,0.000020746395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004818633,0.000010904344,0.0013468809,0.000023961087,0.000015854303,5.5933094e-7,0.00021587485,0.9666337,0.000031970576,0.002445417,0.0020719767,0.027198125],"study_design_scores_gemma":[0.00033697943,0.000031273794,0.004272144,0.000025484553,0.0000056032536,0.0000051053757,0.00001782772,0.98933655,0.00012652419,0.0015414768,0.0041718474,0.00012916072],"about_ca_topic_score_codex":0.000053248885,"about_ca_topic_score_gemma":0.000054598375,"teacher_disagreement_score":0.9158915,"about_ca_system_score_codex":0.000099805016,"about_ca_system_score_gemma":0.000072446455,"threshold_uncertainty_score":0.40605628},"labels":[],"label_agreement":null},{"id":"W2243447222","doi":"10.1109/epec.2015.7379961","title":"Reducing distribution transformer's loss of life through determining the maximum permissible penetration of rooftop solar photovoltaic","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Photovoltaic system; Distribution transformer; Transformer; Penetration (warfare); Environmental science; Automotive engineering; Materials science; Electrical engineering; Electronic engineering; Engineering; Voltage","score_opus":0.025072315150775456,"score_gpt":0.23652322766724787,"score_spread":0.2114509125164724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243447222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8026909,0.00025875022,0.19088255,0.000044317425,0.00023135424,0.00023613746,0.00005418167,0.000059478793,0.005542307],"genre_scores_gemma":[0.9990866,0.00015090476,0.0005552606,0.000014060434,0.000037988757,0.000009925148,0.000119264776,0.000017747127,0.000008253502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906015,0.000016064923,0.00041395784,0.00010576259,0.000225004,0.00017902808],"domain_scores_gemma":[0.9995253,0.000058435853,0.000055359684,0.00015820701,0.00013727185,0.00006543486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133895,0.00012520936,0.00017794776,0.000030732514,0.000046479952,0.000018285431,0.00011094064,0.000077904384,0.000029283587],"category_scores_gemma":[0.00007237039,0.000097502445,0.00006789151,0.00019222424,0.000047556634,0.00037663063,0.0000044138396,0.00009694389,0.0000030582828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035646989,0.00082435185,0.1086127,0.0021101588,0.00066840573,0.000005461114,0.02760477,0.42433304,0.33820564,0.008193694,0.0060846857,0.08300061],"study_design_scores_gemma":[0.0019858077,0.00034517836,0.048265975,0.000185008,0.00012763629,0.000005121126,0.0008203265,0.23319344,0.7080725,0.002801913,0.0037570582,0.00044004322],"about_ca_topic_score_codex":0.00014868117,"about_ca_topic_score_gemma":0.00002838388,"teacher_disagreement_score":0.36986685,"about_ca_system_score_codex":0.000046520916,"about_ca_system_score_gemma":0.000069396534,"threshold_uncertainty_score":0.39760342},"labels":[],"label_agreement":null},{"id":"W2245166746","doi":"10.1109/tdei.2015.005295","title":"Cellulose chemical markers relationship with insulating paper post-mortem investigations","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Transformer; Process engineering; Transformer oil; Computer science; Materials science; Environmental science; Chemistry; Engineering; Voltage; Electrical engineering","score_opus":0.018305612739521793,"score_gpt":0.20993419397159296,"score_spread":0.19162858123207116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245166746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6404748,0.00021743347,0.35670704,0.0001651115,0.00015148033,0.00032008847,0.000013687014,0.0002921128,0.0016582704],"genre_scores_gemma":[0.99775124,0.00010884175,0.0017124269,0.00016311699,0.00004904528,0.00005975587,0.00004834893,0.00005574776,0.000051464347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984882,0.00004346285,0.00040601142,0.00030344105,0.00037359132,0.0003852808],"domain_scores_gemma":[0.9989329,0.0003048733,0.000054174376,0.00017657426,0.0002042314,0.000327234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018424279,0.00027546476,0.00021234286,0.0003788881,0.00017668925,0.00009599948,0.00007912687,0.00022378126,0.000012413547],"category_scores_gemma":[0.00007148825,0.00026293742,0.0000566231,0.0013149799,0.000055553835,0.00047950755,8.2776444e-7,0.0005297268,0.000016992397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011759376,0.0013671757,0.01747824,0.00024833062,0.0005917218,0.000038093764,0.0032439865,0.5818445,0.104990706,0.022848869,0.0010682711,0.26510414],"study_design_scores_gemma":[0.0019454163,0.00086053147,0.03156272,0.00006245427,0.0001776852,0.000037886628,0.000032879743,0.93219936,0.028815111,0.0028647892,0.00066055026,0.0007806092],"about_ca_topic_score_codex":0.00004589866,"about_ca_topic_score_gemma":0.000012587319,"teacher_disagreement_score":0.35727647,"about_ca_system_score_codex":0.00022839471,"about_ca_system_score_gemma":0.00009207343,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W2272838295","doi":"","title":"Dielectric behavior of transformer oil when contaminated and/or fortified with nanoparticles","year":2014,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mineral oil; Materials science; Partial discharge; Transformer; Dielectric; Transformer oil; Nanoparticle; Liquid dielectric; Permittivity; Electrical equipment; Composite material; Synthetic oil; High voltage; Voltage; Environmental science; Electrical engineering; Metallurgy; Optoelectronics; Engineering; Base oil; Nanotechnology","score_opus":0.008309076179126913,"score_gpt":0.19563889628470463,"score_spread":0.18732982010557772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272838295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97923803,0.00008153157,0.0136583755,0.000028269964,0.000031793337,0.00008649298,0.000004226745,0.00008665336,0.0067846472],"genre_scores_gemma":[0.9991448,0.00013853061,0.0005088903,0.000017706756,0.000006072726,0.000029001234,0.0000060255857,0.000016522768,0.00013247336],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951375,0.0000054310694,0.00016677075,0.00007955724,0.00008210164,0.00015240475],"domain_scores_gemma":[0.99978673,0.000050619296,0.00001238242,0.000071503426,0.000030161269,0.000048612885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005519054,0.00009144098,0.0001307708,0.0000538273,0.00002127582,0.000011151395,0.00003627822,0.00003955224,0.000055697918],"category_scores_gemma":[0.000005435811,0.000062814506,0.000016299555,0.00009465908,0.000025901772,0.00010860479,0.0000011406636,0.00004231711,0.0000020876535],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016142947,0.00016447302,0.009237489,0.0002744216,0.00009269276,0.0000034580078,0.0010916933,0.00042178686,0.45673814,0.0056685423,0.00007741399,0.52606845],"study_design_scores_gemma":[0.0018528675,0.0007290472,0.057574548,0.00006510544,0.0001677718,0.000009755992,0.00005754502,0.04653319,0.89048177,0.00013048731,0.002080861,0.00031702645],"about_ca_topic_score_codex":0.00003919917,"about_ca_topic_score_gemma":0.00015573099,"teacher_disagreement_score":0.5257514,"about_ca_system_score_codex":0.000007886705,"about_ca_system_score_gemma":0.0000064928554,"threshold_uncertainty_score":0.2561501},"labels":[],"label_agreement":null},{"id":"W2314101965","doi":"10.1149/1.2773984","title":"Methods for the Controlled Reduction of Carrier Lifetime in Power Devices","year":2007,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Diode; Materials science; Optoelectronics; Carrier lifetime; Charge carrier; Doping; Power (physics); Semiconductor device; Power semiconductor device; Layer (electronics); Nanotechnology; Silicon","score_opus":0.011299158402641478,"score_gpt":0.29191717820473395,"score_spread":0.2806180198020925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314101965","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01881458,0.00090395217,0.9770049,0.00012802433,0.00073028816,0.0004630902,0.00002014296,0.000040020517,0.0018950355],"genre_scores_gemma":[0.99081886,0.00011618795,0.00891533,0.000008982847,0.000028295917,0.000059519018,0.0000028871546,0.00001466876,0.000035296187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994562,0.000014276614,0.00026873298,0.00006759353,0.00005511616,0.00013803103],"domain_scores_gemma":[0.99932504,0.0004927539,0.000020852132,0.00009209189,0.00004217001,0.00002712015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005299335,0.0000735383,0.00014068927,0.00010158888,0.000053035976,0.000008162109,0.00005213052,0.000059465397,0.000060266255],"category_scores_gemma":[0.000018355262,0.000058550104,0.000093840885,0.00018505465,0.000022970828,0.00009503457,3.495554e-7,0.00009312742,9.551254e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071432197,0.00030283764,0.00032616843,0.00018717854,0.00081384584,8.6503377e-7,0.0073744454,0.6476739,0.15550528,0.002500235,0.0002228087,0.18437807],"study_design_scores_gemma":[0.013984306,0.00031780405,0.06198409,0.00015645915,0.0007730899,0.000017604314,0.0024536422,0.43202132,0.34041002,0.001899828,0.14517859,0.0008032251],"about_ca_topic_score_codex":0.00002699675,"about_ca_topic_score_gemma":0.000082058345,"teacher_disagreement_score":0.97200423,"about_ca_system_score_codex":0.000028354474,"about_ca_system_score_gemma":0.0000119288525,"threshold_uncertainty_score":0.2387604},"labels":[],"label_agreement":null},{"id":"W2320366230","doi":"10.1109/icdl.2014.6893162","title":"Impact of local overheating and electrical discharge on the streaming electrification of transformer oil","year":2014,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Tehran University of Medical Sciences and Health Services; Canada Research Chairs","keywords":"Overheating (electricity); Electrification; Transformer oil; Transformer; Mineral oil; Petroleum engineering; Materials science; Environmental science; Forensic engineering; Voltage; Electrical engineering; Engineering; Metallurgy","score_opus":0.006023709798986516,"score_gpt":0.21593720079613424,"score_spread":0.20991349099714773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320366230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8843402,0.00005256598,0.10655918,0.000021579885,0.000013580243,0.000045719768,0.00000501287,0.000019568679,0.008942583],"genre_scores_gemma":[0.99977183,0.00011663945,0.00006783206,0.000005901061,0.000011937016,0.000003803692,0.000005987604,0.00000983404,0.0000062448457],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995203,0.000012367152,0.00018307338,0.000063997904,0.00009834721,0.000121895406],"domain_scores_gemma":[0.9996312,0.00022173443,0.000020607871,0.000078747995,0.000021489106,0.000026207723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120108816,0.00007717879,0.000106747226,0.000048354625,0.000023540479,0.0000061040932,0.000039510764,0.000038024125,0.000022475719],"category_scores_gemma":[0.000024468276,0.00004848626,0.00004720527,0.00012196256,0.00002200414,0.000059527887,5.80204e-7,0.00007821864,9.3865157e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040610503,0.00011605869,0.012587244,0.000103283455,0.000114321774,4.8849195e-8,0.00048891315,0.010606066,0.5016468,0.053588677,0.00008035488,0.4206276],"study_design_scores_gemma":[0.0003883594,0.00042203796,0.20109844,0.000055693727,0.000026782132,0.000001021632,0.000025018177,0.4909049,0.30658022,0.0003181916,0.000048484628,0.0001308669],"about_ca_topic_score_codex":0.000065844106,"about_ca_topic_score_gemma":0.000006229787,"teacher_disagreement_score":0.48029882,"about_ca_system_score_codex":0.000022639468,"about_ca_system_score_gemma":0.000008271651,"threshold_uncertainty_score":0.19772123},"labels":[],"label_agreement":null},{"id":"W2322240451","doi":"10.1061/40644(2002)64","title":"Survey of Oil Water Separators and Drainage Design Aspects at Transformer Stations","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Drainage; Transformer; Transformer oil; Environmental science; Engineering; Computer science; Electrical engineering","score_opus":0.02653315631089955,"score_gpt":0.21247824296890985,"score_spread":0.1859450866580103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322240451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74416924,0.00056411,0.11395046,0.00006475081,0.00015726703,0.00015217238,0.0000829615,0.00013546292,0.1407236],"genre_scores_gemma":[0.99887985,0.00030634,0.00037809875,0.000013973014,0.000004204043,0.000006131284,0.000027419752,0.000015153191,0.00036881608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952626,0.000016795637,0.0001541559,0.00007559028,0.000077082295,0.00015009801],"domain_scores_gemma":[0.9997745,0.00007540992,0.000005581064,0.000066016684,0.000030340101,0.000048135422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107486536,0.00008480825,0.00009737317,0.000056229776,0.000037470716,0.000011577679,0.000029497947,0.00003879646,0.0005008138],"category_scores_gemma":[0.000007196764,0.00006595526,0.000016887345,0.00007862863,0.000022285698,0.00012433685,0.0000019512295,0.000035512257,0.000038363625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014817159,0.00093023333,0.028877592,0.0018664945,0.0013855962,0.000044566405,0.052273527,0.27319685,0.45597145,0.028429812,0.03171839,0.12515734],"study_design_scores_gemma":[0.0014871894,0.00018507164,0.1388199,0.0000366428,0.00006512456,0.000005476523,0.000047854293,0.39771712,0.45563,0.00073093834,0.004663003,0.00061168167],"about_ca_topic_score_codex":0.000063505315,"about_ca_topic_score_gemma":0.0002004348,"teacher_disagreement_score":0.25471064,"about_ca_system_score_codex":0.000019227484,"about_ca_system_score_gemma":0.0000020266873,"threshold_uncertainty_score":0.54835606},"labels":[],"label_agreement":null},{"id":"W2355911960","doi":"10.3390/en9050367","title":"Review of Physicochemical-Based Diagnostic Techniques for Assessing Insulation Condition in Aged Transformers","year":2016,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Reliability engineering; Transformer oil; Dissolved gas analysis; Condition monitoring; Engineering; Insulation system; Electric power system; Condition-based maintenance; Electrical engineering; Forensic engineering; Computer science; Voltage; Power (physics)","score_opus":0.010481455385112125,"score_gpt":0.26033180936429584,"score_spread":0.2498503539791837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355911960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71194947,0.006972062,0.27826387,0.00030625946,0.0001752744,0.0007501741,0.00010022637,0.00026946343,0.001213217],"genre_scores_gemma":[0.989839,0.008558664,0.0012382648,0.00006844698,0.000024988802,0.00016032821,0.000090617075,0.000018361936,0.0000013300307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994422,0.00001134746,0.00026403402,0.000086719185,0.000076467426,0.000119207674],"domain_scores_gemma":[0.9993024,0.0005338833,0.00003514276,0.00007050608,0.00004058241,0.000017513265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011416374,0.000094859235,0.0001640621,0.00008804342,0.000015025452,0.000007053083,0.000042536398,0.000048976144,0.000011032905],"category_scores_gemma":[0.00016248923,0.000076794866,0.000059052945,0.00012754387,0.00002849338,0.00025770054,0.0000014067668,0.000032161526,5.825821e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010849045,0.000067499415,0.0009913602,0.0061804494,0.000020287423,5.0622447e-7,0.00006922535,0.0033090846,0.88012975,0.0011739118,0.0005541665,0.10749291],"study_design_scores_gemma":[0.00061902596,0.000035394343,0.015928162,0.014081802,0.00003268997,2.1442352e-7,0.000008673248,0.0023849197,0.9631986,0.0011185022,0.0023930515,0.0001989828],"about_ca_topic_score_codex":0.0000057564885,"about_ca_topic_score_gemma":0.0000031292846,"teacher_disagreement_score":0.27788955,"about_ca_system_score_codex":0.0000531491,"about_ca_system_score_gemma":0.00001665699,"threshold_uncertainty_score":0.31316036},"labels":[],"label_agreement":null},{"id":"W2361862427","doi":"","title":"THE STUDY OF THE MECHANISM OF E_c IN POLYELECTROLYTE ER SYSTEM","year":2001,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Polyelectrolyte; Mechanism (biology); Electric field; Field (mathematics); Materials science; Order (exchange); Statistical physics; Thermodynamics; Chemical physics; Condensed matter physics; Physics; Mathematics; Quantum mechanics; Composite material; Polymer; Pure mathematics","score_opus":0.005825389525527373,"score_gpt":0.18825994066571522,"score_spread":0.18243455114018783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361862427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98469734,0.00008750266,0.0027872992,0.000022515653,0.00015842455,0.00025123492,9.22288e-7,0.000020479485,0.01197426],"genre_scores_gemma":[0.9998704,0.0000552168,0.000008504677,0.0000032693154,0.000007460178,0.000008492311,1.6076716e-7,0.0000063550856,0.00004011798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995985,0.000012849437,0.00016941778,0.000036315465,0.00009516398,0.00008773619],"domain_scores_gemma":[0.9997895,0.00003890495,0.000015361655,0.00013296092,0.000015233589,0.0000080690315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106383624,0.000043856602,0.00006983256,0.000023915038,0.000020049003,0.000004176716,0.00009923684,0.000018509823,0.0000043350124],"category_scores_gemma":[0.0000052672244,0.000023659206,0.000020377702,0.00014940304,0.00000559605,0.000023656992,0.000006072095,0.000046664278,0.0000010026041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011926396,0.0010886707,0.07691616,0.00040043876,0.0005517803,0.000009199465,0.010647996,0.11925552,0.13170853,0.6424145,0.0004268683,0.016461078],"study_design_scores_gemma":[0.0029539734,0.0005420498,0.3170088,0.00021380036,0.00009147387,0.000008959687,0.0065235514,0.51033765,0.15927084,0.0014463679,0.0012625997,0.00033994362],"about_ca_topic_score_codex":0.00012977677,"about_ca_topic_score_gemma":0.00033403572,"teacher_disagreement_score":0.64096814,"about_ca_system_score_codex":0.00001881705,"about_ca_system_score_gemma":0.0000045943107,"threshold_uncertainty_score":0.09647944},"labels":[],"label_agreement":null},{"id":"W2362954776","doi":"","title":"Discussion on safety and environmental protection for oil-immersed distribution transformer","year":2003,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distribution transformer; Transformer; Engineering; Electrical engineering; Forensic engineering","score_opus":0.004629106052755992,"score_gpt":0.17997666665435094,"score_spread":0.17534756060159495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362954776","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23683727,0.0006131693,0.7470987,0.00033265867,0.00078151317,0.0010794806,0.00030788727,0.00022044903,0.012728862],"genre_scores_gemma":[0.9990985,0.0004561374,0.000042139443,0.000021950993,0.000016798458,0.000057884237,0.00015889223,0.000022244634,0.00012550219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993519,0.000012969659,0.00015408851,0.00014583327,0.0001025083,0.00023270554],"domain_scores_gemma":[0.9998285,0.000025395257,0.000014604992,0.00007028766,0.0000051060615,0.000056106226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097878066,0.00013196639,0.00009822097,0.00005034217,0.00010717794,0.000015444095,0.000023939137,0.00008085582,0.0000378289],"category_scores_gemma":[0.000017803617,0.00010068166,0.00004619324,0.00010549327,0.000010532404,0.000112600486,6.380986e-7,0.00010549677,0.000008267892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007362093,0.0005166815,0.00035401137,0.00018441556,0.00018958625,0.0000026856578,0.00083754316,0.005967327,0.3554078,0.009141423,0.0015510177,0.6251113],"study_design_scores_gemma":[0.0041325027,0.0012023242,0.0120563,0.00007653779,0.00009302394,0.00001862867,0.000088542714,0.05751204,0.26628062,0.00095536205,0.6566883,0.0008958275],"about_ca_topic_score_codex":0.0000010592706,"about_ca_topic_score_gemma":6.983114e-7,"teacher_disagreement_score":0.7622612,"about_ca_system_score_codex":0.00012883097,"about_ca_system_score_gemma":0.0000068914483,"threshold_uncertainty_score":0.41056788},"labels":[],"label_agreement":null},{"id":"W2363443748","doi":"","title":"Generation and Prevention of Latent Oil Leak in Oil-Immersed Transformer","year":2000,"lang":"en","type":"article","venue":"TRANSFORMER","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Leak; Petroleum engineering; Transformer; Transformer oil; Environmental science; Engineering; Environmental engineering; Electrical engineering; Voltage","score_opus":0.019190375451901807,"score_gpt":0.22629308136321077,"score_spread":0.20710270591130897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363443748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714809,0.00070251554,0.0036751023,0.00012776624,0.00011973443,0.00010347516,0.000023022872,0.00005251962,0.02371494],"genre_scores_gemma":[0.988292,0.010882606,0.00021960521,0.000023402345,0.000032634547,0.000030361643,0.00007073427,0.00002824084,0.00042043533],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990295,0.000014220591,0.00040938685,0.00015288177,0.00015258088,0.00024143873],"domain_scores_gemma":[0.999807,0.00001543112,0.0000132512905,0.00008812601,0.000018861558,0.000057329224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012258299,0.00016525651,0.00020487215,0.00012752714,0.000030051902,0.0000141447745,0.00005027219,0.00011292564,0.0005151178],"category_scores_gemma":[0.0000013510618,0.00016592565,0.00007209148,0.00018793695,0.000034920748,0.00034252464,3.747738e-7,0.00012028952,0.000018040158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047112582,0.00008411981,0.00050578645,0.00025344733,0.000044924513,0.0000014013652,0.0019375418,0.012757236,0.09500901,0.00031056762,0.000046357793,0.8890025],"study_design_scores_gemma":[0.019072574,0.0010802455,0.12935957,0.0012432728,0.0005413234,0.00004252106,0.00033393863,0.31623116,0.46450835,0.0017547339,0.062964216,0.0028681036],"about_ca_topic_score_codex":0.00006427614,"about_ca_topic_score_gemma":0.00048355953,"teacher_disagreement_score":0.8861344,"about_ca_system_score_codex":0.000032389828,"about_ca_system_score_gemma":0.000016225777,"threshold_uncertainty_score":0.6766252},"labels":[],"label_agreement":null},{"id":"W2401637386","doi":"10.1002/jssc.201600436","title":"Ultra‐trace analysis of furanic compounds in transformer/rectifier oils with water extraction and high‐performance liquid chromatography","year":2016,"lang":"en","type":"article","venue":"Journal of Separation Science","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dow Chemical (Canada); McGill University; Muprime Technology (Canada)","funders":"","keywords":"Chromatography; High-performance liquid chromatography; Transformer; Materials science; Extraction (chemistry); TRACE (psycholinguistics); Chemistry; Engineering","score_opus":0.008220031512649453,"score_gpt":0.24772422555282064,"score_spread":0.2395041940401712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401637386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94337004,0.00006908777,0.056039322,0.000090620844,0.00011344433,0.000053006705,0.000003091466,0.0000071014397,0.00025430246],"genre_scores_gemma":[0.9989052,0.00077929196,0.0002868191,0.000005621536,0.0000133360945,0.0000016376312,9.2134684e-7,0.000004655935,0.0000025473644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901974,0.0000096208505,0.00040346553,0.000092455,0.0003251204,0.0001496256],"domain_scores_gemma":[0.9995709,0.000051158393,0.00008622446,0.00007023546,0.00016371228,0.000057740115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051463646,0.00008197974,0.00019302464,0.00082874094,0.000049100665,0.000032589174,0.000088145454,0.000033257318,0.00001811329],"category_scores_gemma":[0.000006621605,0.00004654528,0.000039349754,0.0010503877,0.00013068184,0.0016406799,0.0000011112394,0.000072775525,8.483348e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082291815,0.000024895655,0.005909052,0.000015777927,0.000057773752,9.22283e-7,0.0007217309,0.014915089,0.9761878,0.000029787609,0.000002833566,0.002051996],"study_design_scores_gemma":[0.00045696652,0.00029822765,0.21589476,0.00007848723,0.00009289506,0.000021744101,0.00003174539,0.006530003,0.77642107,0.000017292405,0.00007079449,0.000085995394],"about_ca_topic_score_codex":0.000007887873,"about_ca_topic_score_gemma":0.000037875194,"teacher_disagreement_score":0.20998572,"about_ca_system_score_codex":0.0000477758,"about_ca_system_score_gemma":0.000031383915,"threshold_uncertainty_score":0.18980615},"labels":[],"label_agreement":null},{"id":"W2443570087","doi":"10.1522/030333802","title":"Contribution au developpement de nouveaux outils permettant de prolonger la duree de vie des transformateurs de puissance /","year":2010,"lang":"fr","type":"book","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.010339076177826267,"score_gpt":0.23404680990997373,"score_spread":0.22370773373214747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2443570087","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13819882,0.0016227745,0.7555903,0.0016298598,0.0007942579,0.0013380606,0.00035951193,0.00033045674,0.10013597],"genre_scores_gemma":[0.9576355,0.0063096406,0.031935427,0.00036828208,0.00039536622,0.00031858514,0.00038573172,0.00018565528,0.002465784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99598014,0.00015167451,0.0009197755,0.00045305231,0.00039611748,0.002099236],"domain_scores_gemma":[0.9983202,0.00035771626,0.00013229995,0.00033863288,0.00023553561,0.0006155732],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017498601,0.0008144893,0.0006677029,0.000223942,0.0003994284,0.00018478159,0.00042075154,0.0014363407,0.00030006754],"category_scores_gemma":[0.0002580111,0.00086334243,0.0003052157,0.00017936331,0.00034886654,0.00041138515,0.000026992268,0.001365545,0.00008978859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044417026,0.0009489136,0.060509186,0.005925314,0.0018976082,0.00041625218,0.022677345,0.054932203,0.11460107,0.63759375,0.002821927,0.09723226],"study_design_scores_gemma":[0.0037105137,0.00039475888,0.25459146,0.0023101324,0.0012285684,0.00059776485,0.00015198487,0.088747405,0.15102166,0.026225172,0.46827203,0.0027485434],"about_ca_topic_score_codex":0.00058237894,"about_ca_topic_score_gemma":0.00247875,"teacher_disagreement_score":0.8194367,"about_ca_system_score_codex":0.0052218274,"about_ca_system_score_gemma":0.0033185452,"threshold_uncertainty_score":0.99986},"labels":[],"label_agreement":null},{"id":"W2468490360","doi":"10.37936/ecti-eec.2013112.170627","title":"Transfer Function Analysis to Evaluate Drying Quality of Power Transformers by Support Vector Machine","year":2013,"lang":"en","type":"article","venue":"ECTI Transactions on Electrical Engineering Electronics and Communications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Zanjan; CancerCare Manitoba Foundation; Islamic Azad University; Center for Selective C-H Functionalization, National Science Foundation","keywords":"Support vector machine; Transformer; Computer science; Power quality; Transfer function; Reliability engineering; Data mining; Pattern recognition (psychology); Artificial intelligence; Engineering; Electrical engineering","score_opus":0.009196793259284578,"score_gpt":0.23467324261881234,"score_spread":0.22547644935952776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468490360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0948941,0.0013538881,0.901956,0.00043030566,0.000066160625,0.00045961046,0.00008054207,0.00022631997,0.00053306844],"genre_scores_gemma":[0.99705034,0.0020190922,0.00047667176,0.00007844564,0.000004620157,0.00022378925,0.000072500916,0.000046132896,0.000028407181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985184,0.000042588603,0.00052607193,0.00023267638,0.00024805727,0.0004321997],"domain_scores_gemma":[0.9989697,0.000245082,0.000022166327,0.00047384144,0.00010241293,0.00018680838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023388941,0.00025584915,0.00036452708,0.0004840075,0.00015996335,0.00004468799,0.00023768481,0.00012353327,0.00016511677],"category_scores_gemma":[0.000013797965,0.000274233,0.00020448424,0.0015930803,0.00002707493,0.0002484797,0.0000026132552,0.000521666,0.00001226852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012492047,0.0009163921,0.00020152384,0.00011994591,0.004383182,2.1165155e-7,0.0008312303,0.5939211,0.25952578,0.010842432,0.00026262293,0.12887062],"study_design_scores_gemma":[0.0010496449,0.0011262421,0.013494446,0.00002211582,0.0009979951,0.0000029240612,0.00002987569,0.95309,0.02140799,0.00025334372,0.0077059604,0.00081945816],"about_ca_topic_score_codex":0.0001232404,"about_ca_topic_score_gemma":0.00007489122,"teacher_disagreement_score":0.90215623,"about_ca_system_score_codex":0.00016265268,"about_ca_system_score_gemma":0.000034808025,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W2500981160","doi":"10.1090/cln/020/02","title":"Estimates for the pull-in voltage","year":2010,"lang":"en","type":"book-chapter","venue":"Courant lecture notes in mathematics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Voltage; Materials science; Electrical engineering; Engineering","score_opus":0.014228270763775199,"score_gpt":0.2303324983761735,"score_spread":0.2161042276123983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500981160","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017206579,0.003754417,0.9759273,0.00017431237,0.00082586287,0.0011696827,0.00012490741,0.00011130185,0.017740145],"genre_scores_gemma":[0.8798797,0.006792481,0.10661817,0.0003020907,0.0011874506,0.00053989835,0.0004659379,0.001087888,0.0031263651],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896026,0.0000014285332,0.00043668348,0.00016301336,0.0001713443,0.0002672929],"domain_scores_gemma":[0.99737585,0.0021559426,0.00006527315,0.00032874488,0.000043551052,0.000030667605],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022720158,0.0003484407,0.00039577088,0.00014473505,0.000047243182,0.00005042481,0.0002501014,0.00047612074,0.000093502844],"category_scores_gemma":[0.00026481893,0.00025549662,0.00012269165,0.000040880976,0.000054889355,0.000039739843,0.0000127735675,0.0007276761,0.000019109055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007627681,0.00034081654,0.00030959173,0.014146786,0.00095088646,0.00010969161,0.01308103,0.5363496,0.022969214,0.28632575,0.0010311529,0.12430921],"study_design_scores_gemma":[0.0004122135,0.000027035872,0.00007681614,0.00087808975,0.00013784345,0.000011515158,0.000004235363,0.42217323,0.0022469948,0.55559003,0.017932313,0.00050968793],"about_ca_topic_score_codex":0.0000034710563,"about_ca_topic_score_gemma":0.00029517442,"teacher_disagreement_score":0.87970763,"about_ca_system_score_codex":0.00005927017,"about_ca_system_score_gemma":0.00002491664,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2507944501","doi":"10.1109/cpem.2016.7540708","title":"Traceability and on-site calibration of the NRC-MSS depolarization current measurements","year":2016,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Traceability; Calibration; Voltage; Power (physics); Electrical engineering; Electronic engineering; Computer science; Engineering; Remote sensing; Physics; Geology","score_opus":0.020701827164806414,"score_gpt":0.21881032139940756,"score_spread":0.19810849423460114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507944501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84800404,0.00012218292,0.14973918,0.00015477912,0.00034055568,0.00020386257,0.000019524723,0.000060250648,0.0013556187],"genre_scores_gemma":[0.99984837,0.00006293353,0.000054626078,0.000008187728,0.000011254945,0.0000032613693,0.0000020427517,0.000005067222,0.0000042336055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960726,0.00001228344,0.0001164885,0.0000590724,0.00015013182,0.000054772736],"domain_scores_gemma":[0.99981725,0.000028594723,0.000013481334,0.00008822115,0.000034295274,0.000018161849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094439194,0.000047948248,0.00004284369,0.000016730157,0.000021095206,0.0000070193305,0.000027819395,0.000022076998,0.000012842709],"category_scores_gemma":[0.00003265576,0.00002592321,0.00001590128,0.000049898885,0.000014251632,0.000115100534,0.0000036442098,0.000023417553,0.0000011997687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016740592,0.0001367816,0.6026649,0.00015110824,0.000036159327,3.5877203e-8,0.00045712874,0.00349659,0.20606776,0.004161343,0.0003874602,0.18242401],"study_design_scores_gemma":[0.0004233731,0.00002533095,0.789645,0.000091350856,0.000015298652,1.7748825e-7,0.000002800452,0.03343304,0.17507988,0.00063304324,0.0005580954,0.000092582384],"about_ca_topic_score_codex":0.000006728923,"about_ca_topic_score_gemma":0.0000332456,"teacher_disagreement_score":0.18698013,"about_ca_system_score_codex":0.000027386146,"about_ca_system_score_gemma":0.000006547804,"threshold_uncertainty_score":0.10571177},"labels":[],"label_agreement":null},{"id":"W2510643164","doi":"10.3390/en9090679","title":"Electrical-Based Diagnostic Techniques for Assessing Insulation Condition in Aged Transformers","year":2016,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Accelerated aging; Electrical insulation paper; Moisture; Electrical engineering; Capacitance; Reliability engineering; Engineering; Materials science; Voltage; Composite material; Electrode","score_opus":0.008919644118866551,"score_gpt":0.24311963881730736,"score_spread":0.2341999946984408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510643164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6043208,0.00012970183,0.39394304,0.00011955114,0.00012503832,0.00026925394,0.000021689239,0.00028525546,0.00078563043],"genre_scores_gemma":[0.9975316,0.00022790891,0.0018462673,0.000033660155,0.00004475896,0.00021927067,0.00006225595,0.00002776144,0.000006510303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934554,0.000014405573,0.00021984092,0.00011700302,0.000093037794,0.000210177],"domain_scores_gemma":[0.9990815,0.00077835616,0.000020021564,0.000064121195,0.000027112925,0.000028869512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011471599,0.00011651823,0.00012033871,0.00020968716,0.00004253512,0.00003236803,0.0000462934,0.000085581094,0.000012566043],"category_scores_gemma":[0.00014937202,0.00009555881,0.00004626867,0.00017567196,0.000022020837,0.0003836772,0.0000012061603,0.00004955004,0.000001998295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044271572,0.00011223172,0.012501578,0.00017715534,0.000034914465,0.000004897163,0.00022583618,0.054401506,0.53879374,0.006573883,0.00048294824,0.38664702],"study_design_scores_gemma":[0.001967399,0.00013698389,0.2529252,0.00046013115,0.00003497819,9.715063e-7,0.000022941715,0.050529093,0.6824192,0.0049280124,0.006058314,0.0005168384],"about_ca_topic_score_codex":0.000010025957,"about_ca_topic_score_gemma":0.000020687128,"teacher_disagreement_score":0.39321077,"about_ca_system_score_codex":0.00011895379,"about_ca_system_score_gemma":0.000021887396,"threshold_uncertainty_score":0.38967752},"labels":[],"label_agreement":null},{"id":"W2516618598","doi":"10.1109/eic.2016.7548582","title":"Studying power transformers cooling effectiveness from computational fluid dynamics approach","year":2016,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Electromagnetic coil; Computational fluid dynamics; Transformer oil; Materials science; Nuclear engineering; Environmental science; Computer science; Engineering; Mechanics; Electrical engineering; Physics; Voltage","score_opus":0.008795353578079762,"score_gpt":0.20417909671777557,"score_spread":0.1953837431396958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516618598","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3643044,0.00004511281,0.62738377,0.000014555393,0.00019921678,0.00014440679,0.000059198846,0.00015302641,0.007696333],"genre_scores_gemma":[0.99709797,0.000035592675,0.0026713922,0.00001723486,0.000024516505,0.00002110095,0.00009201054,0.00003250611,0.000007700157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992538,0.000018110442,0.00018879403,0.00016652199,0.00016752804,0.00020525139],"domain_scores_gemma":[0.99948734,0.0003257674,0.0000101039295,0.000074318166,0.000039592753,0.000062904204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011747441,0.00014902047,0.00015050467,0.000068477835,0.00005637173,0.000027182045,0.00007594406,0.000065885615,0.00007368684],"category_scores_gemma":[0.000009746262,0.00011086123,0.000057722496,0.00010338203,0.000024689143,0.00023469332,0.0000049468904,0.00006174305,0.000029579574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018299723,0.00032694053,0.023183892,0.00024683084,0.000816026,0.0000073728934,0.0014311793,0.8321042,0.028950468,0.023458306,0.00018349063,0.08910831],"study_design_scores_gemma":[0.0017277978,0.00004692335,0.10817025,0.00010019438,0.00003466009,0.000002041861,0.00013532367,0.88437325,0.0030307306,0.0017461879,0.00024061832,0.0003920296],"about_ca_topic_score_codex":0.000025824918,"about_ca_topic_score_gemma":0.000006450141,"teacher_disagreement_score":0.63279355,"about_ca_system_score_codex":0.00013889259,"about_ca_system_score_gemma":0.000012663562,"threshold_uncertainty_score":0.45207897},"labels":[],"label_agreement":null},{"id":"W2532338989","doi":"10.1109/pecon.2006.346606","title":"Advancements in Digital Protection of Power Transformers","year":2006,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transformer; Computer science; Differential protection; Artificial neural network; Artificial intelligence; Reliability engineering; Engineering; Electrical engineering; Voltage","score_opus":0.00437187525722746,"score_gpt":0.18086100735954802,"score_spread":0.17648913210232056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532338989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76413834,0.00004170461,0.12739964,0.000011214208,0.00009875774,0.00018636673,0.000009829285,0.000049300255,0.10806484],"genre_scores_gemma":[0.99982685,0.000014821483,0.0000867323,0.0000020896368,0.0000047407902,0.000009819113,0.000010588894,0.0000071483532,0.000037230406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99966574,6.128488e-7,0.00014373717,0.000042735235,0.00006190788,0.00008529299],"domain_scores_gemma":[0.99994326,0.000004227847,0.0000058171477,0.00002759058,0.0000100337475,0.000009093769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001699304,0.00004743793,0.000052521802,0.000064580316,0.0000048190122,0.0000062447043,0.000017834262,0.00002308794,0.000037382833],"category_scores_gemma":[0.0000016646651,0.000046399167,0.00001814234,0.00010475136,0.000006753646,0.00024366414,6.982925e-7,0.00003093272,0.0000054063935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012028851,0.00091955333,0.07633625,0.0005207658,0.000089766705,0.0000073210226,0.0008272252,0.36473915,0.26456267,0.01869178,0.0005877855,0.27259746],"study_design_scores_gemma":[0.0045110867,0.0004306999,0.43524748,0.00021326423,0.00001747227,0.0000040636096,0.00020959272,0.104242444,0.41188273,0.010585008,0.031769104,0.00088705437],"about_ca_topic_score_codex":0.000036418718,"about_ca_topic_score_gemma":0.000030436464,"teacher_disagreement_score":0.35891122,"about_ca_system_score_codex":0.000022367576,"about_ca_system_score_gemma":0.000002619127,"threshold_uncertainty_score":0.18921031},"labels":[],"label_agreement":null},{"id":"W2535261007","doi":"10.5923/j.eee.20120203.02","title":"A Bibliographic Analysis of Transformer Literature 1990-2000","year":2012,"lang":"en","type":"article","venue":"Electrical and Electronic Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Power engineering; Distribution transformer; Electrical engineering; Electric power system; Electric power; Energy efficient transformer; Engineering; Electromagnetic coil; Computer science; Power (physics); Voltage; Power factor; Physics","score_opus":0.0028671294274064544,"score_gpt":0.18099544509883736,"score_spread":0.1781283156714309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535261007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8809458,0.06035464,0.05748013,0.000025216958,0.000102258564,0.00013032871,0.0000156485,0.00021019827,0.0007357526],"genre_scores_gemma":[0.99159205,0.008131311,0.00013755588,0.000011271706,0.00005315141,0.000013190455,0.000032599506,0.000022171253,0.0000067148335],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989262,0.0000058532555,0.00021626477,0.0001042008,0.00012758501,0.00061987847],"domain_scores_gemma":[0.9996865,0.00007098771,0.000012431308,0.00008845883,0.000019557609,0.00012208286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012334349,0.00016532456,0.00026073077,0.0018507864,0.000024035646,0.000019988398,0.000059986676,0.00010294944,0.000019395005],"category_scores_gemma":[0.000009575245,0.00015373985,0.00013904458,0.006720663,0.000009748542,0.00022962483,0.0000021971987,0.00027140207,0.000001137476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012647468,0.0007026779,0.07258029,0.0011698346,0.01517087,0.0000075937633,0.0062412634,0.291803,0.3859859,0.11367635,0.00078425615,0.11175147],"study_design_scores_gemma":[0.0007196703,0.00026611972,0.15094186,0.00007658442,0.0017767611,0.00002056796,0.000005464776,0.79020375,0.03259827,0.00025824475,0.022286234,0.0008464749],"about_ca_topic_score_codex":0.000006563538,"about_ca_topic_score_gemma":0.0000032099513,"teacher_disagreement_score":0.49840075,"about_ca_system_score_codex":0.000046158617,"about_ca_system_score_gemma":0.000011434874,"threshold_uncertainty_score":0.6269329},"labels":[],"label_agreement":null},{"id":"W2536736247","doi":"10.1109/eeic.2005.1566271","title":"Experience with oil in power transformers with free breathing conservators","year":2006,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Transformer; Transformer oil; Service life; Petroleum engineering; Forensic engineering; Engineering; Electrical engineering; Mechanical engineering; Voltage","score_opus":0.0036434158366656904,"score_gpt":0.17146206856814453,"score_spread":0.16781865273147883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536736247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87608385,0.00006632501,0.019996088,0.0000760416,0.00004541931,0.000059014896,0.000005326242,0.00014112878,0.103526816],"genre_scores_gemma":[0.9983199,0.000029358458,0.0014507555,0.000056109104,0.000008182088,0.000023442983,0.0000066306375,0.000024910467,0.00008065887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993369,0.0000033432395,0.00015629632,0.00012400524,0.00014474393,0.00023473865],"domain_scores_gemma":[0.99978817,0.000027835906,0.000008219941,0.00011776259,0.000017910423,0.00004011883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000364895,0.00013583794,0.00011143278,0.00007278601,0.000028070695,0.0000290377,0.00007954733,0.00004344774,0.00006510684],"category_scores_gemma":[0.000001919445,0.00010106018,0.000015532069,0.00022307149,0.000041720217,0.00029877885,0.0000020579257,0.000090812406,0.0000038295557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032771772,0.0004226593,0.72379476,0.0003714877,0.0001482955,0.00039499992,0.017487263,0.20738304,0.012286542,0.023463635,0.0016967906,0.012222833],"study_design_scores_gemma":[0.013091104,0.00086989114,0.79361135,0.0011008051,0.00008123317,0.00019507554,0.0050203535,0.071957774,0.08577997,0.0007937568,0.024354722,0.0031439806],"about_ca_topic_score_codex":0.0007232754,"about_ca_topic_score_gemma":0.0015876163,"teacher_disagreement_score":0.13542527,"about_ca_system_score_codex":0.000041142586,"about_ca_system_score_gemma":0.00001663314,"threshold_uncertainty_score":0.41211143},"labels":[],"label_agreement":null},{"id":"W2543280638","doi":"10.1109/ceidp.2006.312066","title":"Optimal wavelet selection to identify faults during impulse tests","year":2006,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Hydro","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Hydro; University of Manitoba","keywords":"Wavelet; Impulse (physics); Computer science; Transformer; Wavelet transform; Fault detection and isolation; Reliability engineering; Waveform; Electronic engineering; Engineering; Artificial intelligence; Voltage; Actuator; Telecommunications; Electrical engineering","score_opus":0.004904155165322317,"score_gpt":0.23140754902281638,"score_spread":0.22650339385749407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543280638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502588,0.000017989696,0.040403828,0.000045225348,0.00019468456,0.000121188416,0.0000056983076,0.00031322188,0.00863936],"genre_scores_gemma":[0.9964949,0.000008415016,0.0030488258,0.000021275182,0.00012966899,0.000012512746,0.000018434095,0.000022290445,0.00024367639],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99942034,0.0000028721483,0.0001555436,0.00011231306,0.000099818906,0.00020911476],"domain_scores_gemma":[0.99982125,0.00001402918,0.0000066940147,0.00006639379,0.00004051662,0.000051122035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003368731,0.00009716098,0.00007084366,0.000097445794,0.000048529237,0.00003477237,0.00004567889,0.000045725068,0.00006719363],"category_scores_gemma":[0.000009458685,0.00010170683,0.00002833976,0.00019375763,0.0000035660364,0.00016218738,0.000006378629,0.000062642444,0.00013456513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115991825,0.000071782815,0.008045362,0.0000648394,0.000025508043,0.000007418916,0.000117485535,0.59952027,0.38518843,0.00065845856,0.0033302337,0.0029586332],"study_design_scores_gemma":[0.00034733795,0.000025901014,0.79523516,0.000017080863,0.000008238733,0.00000890627,0.000007146522,0.062519826,0.13997619,0.000061707346,0.0015882419,0.00020427599],"about_ca_topic_score_codex":0.00011580261,"about_ca_topic_score_gemma":0.000105094616,"teacher_disagreement_score":0.7871898,"about_ca_system_score_codex":0.00006200547,"about_ca_system_score_gemma":0.00000405974,"threshold_uncertainty_score":0.4147484},"labels":[],"label_agreement":null},{"id":"W2545482382","doi":"10.1109/ceidp.2006.312067","title":"Effects Of Moisture On Power Factor Of Oil/Paper Insulation","year":2006,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Power factor; Capacitance; Moisture; Electrical engineering; Voltage; Transformer; Power (physics); Engineering; Environmental science; Materials science; Composite material; Electrode; Physics","score_opus":0.002642996854550098,"score_gpt":0.17666625135211492,"score_spread":0.1740232544975648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545482382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95163614,0.00013071865,0.0038017584,0.000011692032,0.00016302011,0.000059043035,0.000010101758,0.000049506798,0.04413804],"genre_scores_gemma":[0.9996967,0.00002571796,0.0001539264,0.000013707816,0.00001392185,0.0000025978495,0.000011353264,0.000012005501,0.00007009068],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99960965,0.000003924169,0.00015527132,0.0000531329,0.00010546339,0.00007253647],"domain_scores_gemma":[0.99979484,0.00007377724,0.000018334667,0.00007159129,0.000027588188,0.000013870167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000014665779,0.00007191567,0.00009724558,0.00005659646,0.0000067546734,0.0000030756546,0.000031170133,0.00005830788,0.000056086745],"category_scores_gemma":[0.0000101199275,0.00006183299,0.000036180678,0.00007720083,0.000008514354,0.00007321421,0.0000019731638,0.00004093038,0.0000059603703],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021325714,0.00021822249,0.0062546516,0.00052655034,0.000049445985,0.0000011993396,0.00026639274,0.03312061,0.93297035,0.02130189,0.0006053429,0.004664015],"study_design_scores_gemma":[0.0003251862,0.000055917997,0.6768787,0.00004551304,0.000008094777,1.0140939e-7,0.0000019861184,0.0018692858,0.31929204,0.00025343656,0.0011934025,0.000076334814],"about_ca_topic_score_codex":0.000051226823,"about_ca_topic_score_gemma":0.000007393253,"teacher_disagreement_score":0.670624,"about_ca_system_score_codex":0.000013881249,"about_ca_system_score_gemma":0.0000030859749,"threshold_uncertainty_score":0.2521476},"labels":[],"label_agreement":null},{"id":"W2549669843","doi":"10.1007/s10570-016-1123-7","title":"Temperature dependence of methanol and the tensile strength of insulation paper: kinetics of the changes of mechanical properties during ageing","year":2016,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Mitacs","keywords":"Depolymerization; Ultimate tensile strength; Methanol; Arrhenius equation; Materials science; Kraft paper; Arrhenius plot; Activation energy; Cellulose; Thermodynamics; Composite material; Izod impact strength test; Chemistry; Polymer chemistry; Organic chemistry","score_opus":0.00793437017982282,"score_gpt":0.1767375010792107,"score_spread":0.1688031308993879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549669843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983016,0.000993094,0.00024177098,0.000086532775,0.00007579497,0.0001746908,0.000017323557,0.000008096763,0.00010108151],"genre_scores_gemma":[0.99919057,0.0006743611,0.00009043228,0.000002884816,0.000013435381,0.000004370049,7.101806e-7,0.000009817542,0.000013432813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994611,0.00002861976,0.00023050999,0.00006490294,0.00014096014,0.000073909156],"domain_scores_gemma":[0.9995469,0.00011629225,0.00008137462,0.00016264331,0.00007962683,0.000013153702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009733157,0.00007400143,0.00016150194,0.00003193354,0.000013399356,0.0000026229645,0.0000931818,0.00005943867,0.0000064188703],"category_scores_gemma":[0.0001073031,0.00003502,0.00003641224,0.00009140817,0.00010751775,0.000054742435,0.000027474378,0.000053953976,9.1379775e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002190184,0.00001665391,0.00026835303,0.0002461609,0.000024076495,1.5647291e-7,0.0005604188,0.00029628177,0.99660134,0.0006490286,9.172387e-7,0.0013147069],"study_design_scores_gemma":[0.00050372665,0.00003324244,0.020123009,0.00034215912,0.000034980363,7.3133134e-7,0.000046808975,0.001717343,0.97698355,0.00015950263,0.000009985601,0.00004499065],"about_ca_topic_score_codex":0.000017142473,"about_ca_topic_score_gemma":0.000014146844,"teacher_disagreement_score":0.019854655,"about_ca_system_score_codex":0.0000069241996,"about_ca_system_score_gemma":0.0000058722126,"threshold_uncertainty_score":0.14280741},"labels":[],"label_agreement":null},{"id":"W2555284360","doi":"10.1109/pesgm.2016.7741359","title":"Impulse generator optimum setup for transient testing of transformers using frequency-response analysis and genetic algorithm","year":2016,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Impulse generator; Resistor; Transformer; Impulse (physics); Voltage; Waveform; Electronic engineering; Computer science; Control theory (sociology); Engineering; Electrical engineering; Physics","score_opus":0.014096984675161265,"score_gpt":0.22908157994297518,"score_spread":0.2149845952678139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555284360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46891218,0.00014424833,0.5305108,0.000018278171,0.000045958226,0.00014610167,0.0001462019,0.00003226176,0.000043978893],"genre_scores_gemma":[0.78255576,0.00010736331,0.21726102,0.000009742032,0.000019626832,0.000014174897,0.0000053197227,0.000022650656,0.0000043335403],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991093,0.00001593379,0.000344216,0.00017233055,0.00010940519,0.00024881423],"domain_scores_gemma":[0.99942464,0.0002735815,0.000025031712,0.00009970406,0.000080046346,0.000097028955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014664608,0.00015539707,0.0002331774,0.00024589302,0.00004769604,0.000015303185,0.00005293214,0.00006806034,0.000029383502],"category_scores_gemma":[0.000030095489,0.000118503776,0.000109992725,0.00038512907,0.000040290277,0.00013485493,0.0000022856739,0.000029164954,4.5346107e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032704138,0.000022378008,0.0018543262,0.00006301948,0.00042270508,0.000002179888,0.00018903996,0.024387846,0.8556723,0.000017546321,0.000008153413,0.11732778],"study_design_scores_gemma":[0.00097007345,0.00015708679,0.027157936,0.000044215,0.00062889536,0.0000056895124,0.000028110308,0.85282844,0.11772778,0.000089280526,0.000082756625,0.00027976334],"about_ca_topic_score_codex":0.00005190845,"about_ca_topic_score_gemma":0.000015264137,"teacher_disagreement_score":0.82844055,"about_ca_system_score_codex":0.000046357018,"about_ca_system_score_gemma":0.000031283955,"threshold_uncertainty_score":0.4832444},"labels":[],"label_agreement":null},{"id":"W2560358544","doi":"10.1109/pmaps.2016.7764150","title":"Failure rate estimation of power transformers using inspection data","year":2016,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reliability engineering; Computer science; Failure rate; Current transformer; Transformer; Engineering; Electrical engineering; Voltage","score_opus":0.01988829955506495,"score_gpt":0.2401692380786837,"score_spread":0.22028093852361874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560358544","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.219507,0.000017632794,0.7775522,0.000107554944,0.0001813343,0.0000865909,0.000050830713,0.00013078861,0.0023661058],"genre_scores_gemma":[0.9965039,0.00007086981,0.0033519897,0.000006755982,0.000012077207,0.0000011374264,0.00002887691,0.000014187529,0.00001021874],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954224,0.000005640386,0.00017711482,0.00009468822,0.000076670534,0.00010364861],"domain_scores_gemma":[0.99973583,0.000034279154,0.000015668209,0.00016313787,0.000023700459,0.000027386766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009688761,0.00007356205,0.00007881935,0.00007160017,0.00002218506,0.000008383623,0.00007775155,0.0000445764,0.00010448772],"category_scores_gemma":[0.000016929234,0.000046652858,0.000018739482,0.00010733724,0.000019520381,0.00062646804,0.0000050325225,0.000028159155,0.000011279117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003256519,0.000074779615,0.0012596855,0.00016813997,0.00016972696,0.0000014660408,0.00049064885,0.10804902,0.7350237,0.004895351,0.002248957,0.14758596],"study_design_scores_gemma":[0.0006445648,0.00003927453,0.0067053093,0.000108602195,0.000036616137,0.000002998345,0.000044259887,0.88180953,0.1073367,0.00043958973,0.002631602,0.00020092522],"about_ca_topic_score_codex":0.000018542252,"about_ca_topic_score_gemma":0.000023170773,"teacher_disagreement_score":0.7769969,"about_ca_system_score_codex":0.00003311957,"about_ca_system_score_gemma":0.0000111627905,"threshold_uncertainty_score":0.19024482},"labels":[],"label_agreement":null},{"id":"W2561782588","doi":"10.1615/interfacphenomheattransfer.2016016337","title":"CONVECTIVE BOILING WITH ELECTROHYDRODYNAMIC ENHANCEMENT: THE INFLUENCE OF INLET QUALITY","year":2016,"lang":"en","type":"article","venue":"Interfacial phenomena and heat transfer","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Irish Research Council","keywords":"Electrohydrodynamics; Materials science; Mechanics; Boiling; Heat transfer; Heat flux; Convection; Baffle; Heat transfer coefficient; Electrode; Chemistry; Thermodynamics","score_opus":0.007011533199888794,"score_gpt":0.21670152846944096,"score_spread":0.20968999526955218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561782588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200208,0.0001635043,0.0783779,0.000108611785,0.0000441835,0.00016771286,0.000025903188,0.000029083374,0.0010622507],"genre_scores_gemma":[0.999581,0.00031225907,0.0000079055435,0.000036416954,0.000022906095,0.000019563848,0.0000017129247,0.000012745814,0.0000055274245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936354,0.000016688111,0.00021730384,0.00011967221,0.00010335939,0.0001794419],"domain_scores_gemma":[0.99974316,0.00008074188,0.0000028936054,0.0000951969,0.00004250422,0.00003548856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009443624,0.00012000639,0.0001522712,0.00003676391,0.000044300978,0.000011633614,0.00007135467,0.00003335272,0.000026844864],"category_scores_gemma":[0.0000042131664,0.000066389235,0.000023805202,0.000075868265,0.000112514506,0.00014609216,0.000003619355,0.000074877426,0.0000032731166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015747045,0.000024628978,0.0019649856,0.000078059784,0.000112051486,3.8668767e-7,0.0032384347,0.002472481,0.9837658,0.0035464743,0.0000017434786,0.004637512],"study_design_scores_gemma":[0.0030790109,0.0010465425,0.11474572,0.000526421,0.00010715086,0.000004193555,0.00022787656,0.0028406617,0.87359583,0.0019843194,0.0011976984,0.0006445511],"about_ca_topic_score_codex":0.000045475685,"about_ca_topic_score_gemma":0.00011791316,"teacher_disagreement_score":0.112780735,"about_ca_system_score_codex":0.000035555608,"about_ca_system_score_gemma":0.000012185751,"threshold_uncertainty_score":0.27072746},"labels":[],"label_agreement":null},{"id":"W2578651327","doi":"","title":"Computer based on-line diagnostics of insulation quality of high voltage apparatus","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Manitoba Hydro","keywords":"High voltage; Line (geometry); Quality (philosophy); Computer science; Electrical engineering; Engineering; Voltage; Mathematics; Physics","score_opus":0.005021511004418856,"score_gpt":0.16116487525724604,"score_spread":0.15614336425282718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578651327","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01284273,0.0007326702,0.012231451,0.00013404108,0.0006647281,0.00040231892,0.0058126734,0.000040709507,0.9671387],"genre_scores_gemma":[0.9942882,0.00086682127,0.00094460614,0.00012536139,0.00007973736,0.000003873486,0.00016532427,0.00009768673,0.0034283658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984234,0.000022960701,0.00040084939,0.00013931094,0.0008666417,0.0001468144],"domain_scores_gemma":[0.99913716,0.00041470426,0.00016163179,0.00019200533,5.0543474e-7,0.000093991905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000071412824,0.00020096138,0.00039323154,0.00005495914,0.000017154738,0.000004524695,0.000113810755,0.00006298084,0.00011240962],"category_scores_gemma":[0.0000024852854,0.00020722757,0.000031677246,0.000066444365,0.00004490958,0.000054775304,0.0000133845715,0.00010367401,2.6819227e-9],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014488824,0.0006621584,0.024865232,0.011889997,0.0011789065,0.000077959434,0.00021480929,0.61505145,0.01104557,0.13370955,0.102848716,0.09700675],"study_design_scores_gemma":[0.002994192,0.00052019174,0.27302447,0.0031378632,0.00016642692,9.101007e-7,0.00007659018,0.3936183,0.088138744,0.0011130141,0.23573971,0.0014695917],"about_ca_topic_score_codex":0.0024622057,"about_ca_topic_score_gemma":0.0070200474,"teacher_disagreement_score":0.9814455,"about_ca_system_score_codex":0.00000428738,"about_ca_system_score_gemma":0.0002893514,"threshold_uncertainty_score":0.8450495},"labels":[],"label_agreement":null},{"id":"W2579013530","doi":"10.1109/cefc.2016.7816341","title":"A parallel implementation of the correction function method for poisson's equation with immersed surface charges","year":2016,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Poisson's equation; Grid; Graphics processing unit; Surface (topology); Graphics; Poisson distribution; Computer science; Matrix (chemical analysis); Charge (physics); Surface charge; Function (biology); Electrostatics; Algorithm; Computational science; Parallel computing; Mathematical analysis; Mathematics; Physics; Geometry; Computer graphics (images); Materials science","score_opus":0.015186763834011924,"score_gpt":0.258195325423415,"score_spread":0.24300856158940307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579013530","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07989925,0.000014379732,0.9184648,0.0003096381,0.00054605666,0.00042036848,0.000016013859,0.00004955829,0.00027994203],"genre_scores_gemma":[0.9927117,0.000031438907,0.007018991,0.00001963785,0.0000312759,0.000038703947,0.000016254831,0.000014579051,0.000117405325],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955654,0.000015014845,0.00014371253,0.00008233751,0.00009959103,0.00010282331],"domain_scores_gemma":[0.9996593,0.00012447141,0.00004467817,0.000082779115,0.00007306593,0.000015715417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014362927,0.00007316196,0.00007098164,0.000026908701,0.000040630508,0.000007357773,0.00003342968,0.00003195624,0.000052659638],"category_scores_gemma":[0.000009624572,0.000039555962,0.0000366356,0.000098864184,0.000007787299,0.000171634,0.0000021452347,0.000020236746,0.0000021462072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032741245,0.000061894876,0.023314485,0.00013371276,0.00028831098,5.170243e-8,0.00091306097,0.08824779,0.62410027,0.012118145,0.004470713,0.24602416],"study_design_scores_gemma":[0.0036001957,0.00045054033,0.18578485,0.00009142834,0.0001627099,0.0000015599207,0.0006309377,0.23771437,0.56586856,0.0011203922,0.00428549,0.00028898846],"about_ca_topic_score_codex":0.0000865976,"about_ca_topic_score_gemma":0.00014065714,"teacher_disagreement_score":0.9128125,"about_ca_system_score_codex":0.000042441556,"about_ca_system_score_gemma":0.000013395406,"threshold_uncertainty_score":0.16130453},"labels":[],"label_agreement":null},{"id":"W2606967503","doi":"10.3390/en10040511","title":"Comparative Study of Breakdown Voltage of Mineral, Synthetic and Natural Oils and Based Mineral Oil Mixtures under AC and DC Voltages","year":2017,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Mineral oil; Weibull distribution; Voltage; Breakdown voltage; Transformer; Dielectric withstand test; Waveform; Dielectric strength; Dielectric; Materials science; Analytical Chemistry (journal); Chemistry; Mathematics; Electrical engineering; Engineering; Chromatography; Statistics; Optoelectronics; Metallurgy","score_opus":0.012215000639888394,"score_gpt":0.24592455759400905,"score_spread":0.23370955695412066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606967503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969427,0.0023143224,0.000060854225,0.000034199216,0.000116041265,0.00006121345,0.000025766085,0.000019811696,0.00042506817],"genre_scores_gemma":[0.9994758,0.0002501939,0.00015547691,0.0000070527462,0.000019355777,0.0000069488033,0.0000060909288,0.000010824429,0.00006825531],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994772,0.000013000253,0.00017000981,0.00012972826,0.00009956431,0.000110508074],"domain_scores_gemma":[0.9995743,0.00013113668,0.0000558663,0.00016313248,0.00003902636,0.000036563448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054480854,0.0001419677,0.00026845234,0.0000715874,0.00008600255,0.000052411095,0.00007020454,0.00004154976,0.000003453067],"category_scores_gemma":[0.000024903335,0.00011907547,0.000018517561,0.00002553462,0.00016375922,0.00016386883,0.000025263049,0.000064953645,9.1395854e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009540536,0.00026353053,0.031092184,0.00058805576,0.0003280174,0.0000078034545,0.008878128,0.029493378,0.9225454,0.00093222316,0.0004231268,0.00535278],"study_design_scores_gemma":[0.0022042505,0.00030744183,0.84298223,0.00019272175,0.00013385818,0.0000040665336,0.0017480473,0.030204307,0.121534884,0.00015821958,0.00018295861,0.00034703873],"about_ca_topic_score_codex":0.0002834392,"about_ca_topic_score_gemma":0.00026446782,"teacher_disagreement_score":0.81189,"about_ca_system_score_codex":0.0000050690355,"about_ca_system_score_gemma":0.0000060818143,"threshold_uncertainty_score":0.48557568},"labels":[],"label_agreement":null},{"id":"W2608683802","doi":"10.1049/iet-gtd.2016.1970","title":"Stability of mineral oil and oil–ester mixtures under thermal ageing and electrical discharges","year":2017,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Hydrocarbon; Thermal stability; Chemistry; Turbidity; Chemical engineering; Materials science; Organic chemistry; Pulp and paper industry","score_opus":0.016282504464706374,"score_gpt":0.23423685784507756,"score_spread":0.21795435338037117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608683802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9362116,0.00079647236,0.062040977,0.00045374772,0.00011235318,0.00003434713,0.00008591186,0.000035798927,0.00022880797],"genre_scores_gemma":[0.9980853,0.0012305876,0.00020467538,0.000012406572,0.00008216803,0.0000090913745,0.00034830047,0.00000959371,0.000017883947],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926955,0.000030236826,0.0002368361,0.00017124876,0.00014107431,0.00015103031],"domain_scores_gemma":[0.999649,0.00002611596,0.000045616736,0.00014376637,0.000049838825,0.000085662694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135164,0.00013452831,0.00014186256,0.00002324314,0.00023945047,0.000107050764,0.00005525578,0.00010643743,0.000028207176],"category_scores_gemma":[0.000020475612,0.00011623107,0.000037910846,0.00003384784,0.00006851579,0.0003069296,0.00000645106,0.00009750109,4.6392785e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024068562,0.000041844407,0.003141368,0.00009801131,0.00001935385,8.562769e-7,0.0002379317,0.0007631434,0.8552872,0.00069645024,0.00010865712,0.13958114],"study_design_scores_gemma":[0.0012212648,0.00009252648,0.3884408,0.00008989398,0.00007885816,0.000004648456,0.00002036585,0.21383385,0.39263508,0.00024028367,0.0029803703,0.00036207662],"about_ca_topic_score_codex":0.000022953835,"about_ca_topic_score_gemma":0.000009954116,"teacher_disagreement_score":0.4626521,"about_ca_system_score_codex":0.000024573072,"about_ca_system_score_gemma":0.000013442067,"threshold_uncertainty_score":0.47397655},"labels":[],"label_agreement":null},{"id":"W2616008120","doi":"","title":"Determining appropriate data analytics for transformer health monitoring","year":2017,"lang":"en","type":"book-chapter","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Bruce Power (Canada)","funders":"","keywords":"Prognostics; Analytics; Anomaly detection; Reliability engineering; Software deployment; Suite; Engineering; Transformer; Systems engineering; Condition monitoring; Computer science; Risk analysis (engineering); Data science; Data mining; Software engineering; Electrical engineering","score_opus":0.05426263444798051,"score_gpt":0.23144743163310968,"score_spread":0.17718479718512917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616008120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028697325,0.0040194183,0.16964832,0.0005691595,0.003381442,0.0037490886,0.010258335,0.0004950056,0.7791819],"genre_scores_gemma":[0.9741277,0.0059979944,0.0056252014,0.000005231138,0.0002785652,3.1764927e-7,0.00051869167,0.00006829027,0.013378009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771905,0.000026313779,0.0005328104,0.00065516913,0.0006280453,0.00043859245],"domain_scores_gemma":[0.99730426,0.0001438292,0.00065152225,0.0013137598,0.00035574404,0.0002308569],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043099318,0.0005221127,0.0007967996,0.00021432883,0.0017513182,0.00006104535,0.0021321266,0.0004930242,0.000045017438],"category_scores_gemma":[0.00001712407,0.000628904,0.0004369079,0.000057382334,0.0012494472,0.0008871168,0.00012763185,0.0006778384,0.000009263734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023377673,0.0013951678,0.0018548134,0.01863139,0.015990311,0.0017465369,0.01939499,0.14702228,0.02400627,0.5492559,0.005155031,0.21320954],"study_design_scores_gemma":[0.022400584,0.004819526,0.04107232,0.023752328,0.0108384,0.00079662696,0.027347645,0.16805075,0.008699117,0.044128705,0.6361298,0.011964188],"about_ca_topic_score_codex":0.00031470045,"about_ca_topic_score_gemma":0.00035699617,"teacher_disagreement_score":0.9454304,"about_ca_system_score_codex":0.00033640806,"about_ca_system_score_gemma":0.0011261217,"threshold_uncertainty_score":0.9996162},"labels":[],"label_agreement":null},{"id":"W2622156857","doi":"","title":"Calculations for Short Circuit Withstand Capability of a Distribution Transformer","year":2011,"lang":"en","type":"article","venue":"International Journal of Advancements in Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electromagnetic coil; Transformer; Distribution transformer; Electrical engineering; Dielectric withstand test; Short circuit; Delta-wye transformer; Electronic circuit; Reliability engineering; Computer science; Voltage; Engineering; Automotive engineering","score_opus":0.021415518077336153,"score_gpt":0.26813495104869167,"score_spread":0.2467194329713555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622156857","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4724563,0.0001256233,0.5261342,0.000048377024,0.0004797245,0.00013377631,0.00010821739,0.00001266814,0.00050108554],"genre_scores_gemma":[0.9968759,0.00020436385,0.0028544453,0.000004272891,0.000017352786,0.000013346016,0.000021328966,0.000007268086,0.0000017258293],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992024,0.0000033625172,0.000488951,0.000059107188,0.00014534777,0.00010085914],"domain_scores_gemma":[0.999542,0.00002482942,0.00006838293,0.00006079975,0.00028601877,0.000017998529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011873805,0.00006718011,0.0001353473,0.00024799912,0.000009518369,0.0000027025997,0.00017537775,0.000067979796,0.000022149148],"category_scores_gemma":[0.000057553258,0.00006687041,0.00005134226,0.00013229453,0.000053837914,0.00020057311,0.0000037946502,0.00009883897,2.6948504e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072797143,0.0016683314,0.36432117,0.00020881853,0.0011995697,0.000034611137,0.002206752,0.027575502,0.068797596,0.1471056,0.00014868364,0.3860054],"study_design_scores_gemma":[0.00763771,0.0014706891,0.21702169,0.0006909215,0.00017811776,0.00012414914,0.000734817,0.014626003,0.47822347,0.2576618,0.020962695,0.0006679505],"about_ca_topic_score_codex":0.0000037712084,"about_ca_topic_score_gemma":0.000019219919,"teacher_disagreement_score":0.5244196,"about_ca_system_score_codex":0.00014579909,"about_ca_system_score_gemma":0.000020167008,"threshold_uncertainty_score":0.2726896},"labels":[],"label_agreement":null},{"id":"W2725969779","doi":"10.20286/jeas.v3i2.21","title":"A New Approach for Transformer Incipient Fault Diagnosis Based on Dissolved Gas Analysis (DGA)","year":2016,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dissolved gas analysis; Artificial neural network; Transformer; Artificial intelligence; Independent component analysis; Pattern recognition (psychology); Engineering; Computer science; Voltage; Electrical engineering; Transformer oil","score_opus":0.021901594928889642,"score_gpt":0.23820011089752718,"score_spread":0.21629851596863753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725969779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13375908,0.00013048343,0.86464846,0.00015255356,0.00015142566,0.00011374668,0.000013215311,0.000026641566,0.0010043895],"genre_scores_gemma":[0.97609144,0.00014844995,0.023627931,0.00001777513,0.00008309505,0.000013299106,0.0000018168159,0.000011774698,0.000004422069],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990751,0.000002660569,0.00029156773,0.00014183018,0.00026009747,0.00022871641],"domain_scores_gemma":[0.999453,0.000255735,0.00004655669,0.00006974496,0.0000346919,0.00014029304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038052327,0.00014344486,0.00024121985,0.00039609472,0.0000589252,0.00005289273,0.00014132353,0.000049567203,0.00002375456],"category_scores_gemma":[0.000034323963,0.00009224327,0.0001219906,0.00051190786,0.00003160809,0.00012444925,0.0000022121696,0.00007631444,7.2306557e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019976573,0.000030805815,0.0008712336,0.00003930118,0.00011478567,3.5942696e-7,0.00009621077,0.9711174,0.008158848,0.0006484513,0.0001477248,0.01875492],"study_design_scores_gemma":[0.0017365436,0.0003202479,0.007720706,0.00014575098,0.00038292652,0.0000036653603,0.000045492005,0.9532661,0.03257768,0.00014111056,0.003252817,0.00040694955],"about_ca_topic_score_codex":0.000001858681,"about_ca_topic_score_gemma":0.000001491762,"teacher_disagreement_score":0.84233236,"about_ca_system_score_codex":0.000031988126,"about_ca_system_score_gemma":0.000026782214,"threshold_uncertainty_score":0.3761571},"labels":[],"label_agreement":null},{"id":"W2742743169","doi":"10.1109/eic.2017.8004671","title":"Investigation of rotor hotspot temperature using Fiber Bragg Gratings","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Fiber Bragg grating; Hotspot (geology); Materials science; Thermal; Optical fiber; Computer science; Electrical engineering; Optics; Engineering; Physics; Telecommunications; Meteorology","score_opus":0.01932709333351658,"score_gpt":0.22936637400533216,"score_spread":0.2100392806718156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742743169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930122,0.000032100055,0.0006889849,0.000047213205,0.00016813111,0.000113021204,0.000008756776,0.0000501525,0.0058794576],"genre_scores_gemma":[0.99689835,0.000013281639,0.002894742,0.000020537103,0.000048695594,0.0000032548844,0.0000087959725,0.0000133363965,0.000098984965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963623,0.0000031949062,0.00013096243,0.00006418612,0.00007945417,0.00008598869],"domain_scores_gemma":[0.99970293,0.000013924149,0.00003485857,0.00017272384,0.000040332045,0.00003525906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050331368,0.00007161597,0.00008123574,0.000033166387,0.00009206986,0.000058869096,0.00008170859,0.00006229529,0.00007761338],"category_scores_gemma":[0.000028133114,0.00006578151,0.000026379632,0.000029937626,0.000028931301,0.0002935072,0.0000067307647,0.000061944185,0.0000068750137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033977087,0.000005724115,0.017365575,0.0001277683,0.000031930853,0.0000010726734,0.00044097475,0.006324507,0.9718048,0.0012827268,0.0009344136,0.0016770988],"study_design_scores_gemma":[0.0003834464,0.000028128528,0.22680482,0.00015737445,0.0000252275,0.000002304437,0.000019340383,0.08917024,0.6814203,0.0007795722,0.00097075716,0.00023846659],"about_ca_topic_score_codex":0.00007222883,"about_ca_topic_score_gemma":0.000012020946,"teacher_disagreement_score":0.29038447,"about_ca_system_score_codex":0.000014198765,"about_ca_system_score_gemma":0.0000108319555,"threshold_uncertainty_score":0.2682492},"labels":[],"label_agreement":null},{"id":"W2752384002","doi":"","title":"Transformer Design Principles, Third Edition","year":2017,"lang":"en","type":"book","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Transformer; Electromagnetic coil; Overheating (electricity); Computer science; Electrical engineering; Mechanical engineering; Engineering; Voltage","score_opus":0.032303570472543904,"score_gpt":0.22252486813667915,"score_spread":0.19022129766413526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752384002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011926401,0.00032025448,0.29715127,0.000023193536,0.0009932485,0.00032454068,0.00006066052,0.00028131407,0.70084435],"genre_scores_gemma":[0.003249166,0.004809203,0.0025588763,0.000070065544,0.0012065626,0.0000785344,0.0009608592,0.00018972314,0.986877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903464,0.000005468313,0.0002858329,0.00018834136,0.00023066794,0.00025503122],"domain_scores_gemma":[0.99942756,0.000060423758,0.000042063977,0.000337445,0.000045567933,0.00008693959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013008907,0.00030640166,0.00026807137,0.00011104241,0.00010323547,0.000092113325,0.00022475826,0.0004298708,0.0003618033],"category_scores_gemma":[0.000010173323,0.0002954977,0.00012327422,0.000014544026,0.00003632255,0.0002521102,0.0000036553065,0.00032738378,0.00040390925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000134714855,0.000029167115,0.0000037557832,0.00053646136,0.00028389963,0.000018490457,0.00017799018,0.013159719,0.00026548636,0.039990567,0.9218869,0.02363408],"study_design_scores_gemma":[0.00023730782,0.00004123956,0.0001051735,0.00022136948,0.00008222081,0.0000036166105,8.6340503e-7,0.009749818,0.001420592,0.006082757,0.98161685,0.0004381773],"about_ca_topic_score_codex":0.00000356627,"about_ca_topic_score_gemma":0.000015116029,"teacher_disagreement_score":0.29459238,"about_ca_system_score_codex":0.00016493378,"about_ca_system_score_gemma":0.00012596742,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2767078815","doi":"10.1016/j.proeng.2017.09.689","title":"Current state of transformer FRA interpretation","year":2017,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Electromagnetic coil; Engineering; Electrical engineering; Computer science; Reliability engineering; Voltage","score_opus":0.007107297233371124,"score_gpt":0.2211841741974606,"score_spread":0.21407687696408947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767078815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5118919,0.0012423923,0.4837648,0.000018861787,0.0011808127,0.00020106889,0.000027359993,0.00019610852,0.0014767231],"genre_scores_gemma":[0.998658,0.0006449726,0.0005906539,0.000001483961,0.000045191762,0.000022022241,0.000008114453,0.00002726025,0.000002273173],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945414,9.1781266e-7,0.00019807498,0.000082051134,0.00010338047,0.00016140538],"domain_scores_gemma":[0.99971825,0.000019810783,0.000028872588,0.00014703932,0.000037378064,0.000048655213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057083085,0.00011204744,0.00012137342,0.0000771372,0.000034971577,0.000036506994,0.00013681696,0.000022370763,0.0000060971115],"category_scores_gemma":[0.000047624,0.00011865152,0.00004367441,0.000036955586,0.0000129783175,0.0003384499,0.000004558156,0.000109971836,0.000007833862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014604735,0.000036571313,0.0028463725,0.0015868938,0.00008323575,0.0000013546052,0.002252321,0.3573904,0.037611853,0.00054335524,0.000076817785,0.59755623],"study_design_scores_gemma":[0.00029507364,0.000024454292,0.072935775,0.0002589675,0.000021222319,0.0000011639474,0.0000028840368,0.85639757,0.06691205,0.00027586517,0.0026464092,0.00022855013],"about_ca_topic_score_codex":0.0000024092317,"about_ca_topic_score_gemma":0.000002851369,"teacher_disagreement_score":0.59732765,"about_ca_system_score_codex":0.000022122693,"about_ca_system_score_gemma":0.000009207786,"threshold_uncertainty_score":0.48384687},"labels":[],"label_agreement":null},{"id":"W2767587205","doi":"10.1109/ceidp.2017.8257475","title":"Selecting appropriate machine learning classifiers for DGA diagnosis","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Bruce Power (Canada)","funders":"","keywords":"Machine learning; Artificial intelligence; Computer science; Artificial neural network; Support vector machine; Usability; Transformer; Field (mathematics); Data mining; Engineering","score_opus":0.02110982630016457,"score_gpt":0.24250147794346041,"score_spread":0.22139165164329586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767587205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39740992,0.00044324965,0.4974481,0.00064452045,0.0017124419,0.00082704227,0.000033821914,0.0009988835,0.10048204],"genre_scores_gemma":[0.9966817,0.00028170663,0.002546165,0.000019833242,0.00009339666,0.000090431065,0.000019417397,0.000032903292,0.00023443262],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946266,0.0000041857297,0.00013081073,0.00011477517,0.00006674323,0.00022081785],"domain_scores_gemma":[0.9996437,0.00009890933,0.0000313439,0.00014434819,0.000030002055,0.000051712956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012665872,0.00010254559,0.00010568979,0.000039311697,0.00039707887,0.00014125613,0.00012479302,0.000058625832,0.00004146899],"category_scores_gemma":[0.00018574965,0.00009752004,0.00005407656,0.000025976587,0.000014303094,0.00020439803,0.000010410603,0.0001261346,0.00001343876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000409335,0.000100512545,0.3792598,0.0005337368,0.00039722683,0.0000048436696,0.0011870549,0.09737176,0.010257459,0.011662365,0.0037287697,0.49545556],"study_design_scores_gemma":[0.0006945939,0.0000630313,0.021257434,0.000036799196,0.000034117416,0.0000010110775,0.000029629111,0.9054302,0.018456042,0.0008727536,0.05283787,0.0002865265],"about_ca_topic_score_codex":0.000056532714,"about_ca_topic_score_gemma":0.000055812798,"teacher_disagreement_score":0.80805844,"about_ca_system_score_codex":0.000028703902,"about_ca_system_score_gemma":0.000005771429,"threshold_uncertainty_score":0.3976752},"labels":[],"label_agreement":null},{"id":"W2770135358","doi":"10.1109/tdei.2017.006792","title":"On the experimental determination of the nitrogen content of thermally upgraded electrical papers","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Université du Québec à Chicoutimi; Hydro-Québec","funders":"Hydro-Québec; Institut national de la recherche scientifique","keywords":"Kjeldahl method; Repeatability; Nitrogen; Reproducibility; Context (archaeology); Content (measure theory); Characterization (materials science); Kraft paper; Combustion; Analytical Chemistry (journal); Materials science; Measure (data warehouse); Process engineering; Chemistry; Engineering; Computer science; Nanotechnology; Composite material; Environmental chemistry; Mathematics; Data mining","score_opus":0.02427687445723472,"score_gpt":0.23301331317843121,"score_spread":0.2087364387211965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770135358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95149505,0.00022074628,0.046194807,0.0001667297,0.00020478715,0.00043110873,0.000012170411,0.00003192952,0.0012426663],"genre_scores_gemma":[0.99953705,0.0002767131,0.000039331357,0.00005579226,0.000016404687,0.000034899833,0.000001642689,0.000019863128,0.0000183163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897087,0.000044449454,0.00032434973,0.00014995634,0.0003022254,0.00020814908],"domain_scores_gemma":[0.99915344,0.00031281752,0.00012757478,0.0002875526,0.000073484494,0.000045126584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013110774,0.00016108068,0.00017539927,0.00012479104,0.0003723394,0.00004405627,0.00021023034,0.00011661854,0.000011904523],"category_scores_gemma":[0.000054518398,0.000106643514,0.00012455862,0.00027397444,0.00007949239,0.00010746349,0.0000013680843,0.00027148603,0.0000011061528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023983189,0.0006778897,0.0010041712,0.00003145999,0.0001571137,8.247424e-7,0.0004367341,0.007905954,0.832886,0.020054987,0.000034310568,0.13657074],"study_design_scores_gemma":[0.00058094674,0.0005048783,0.03914693,0.000028642044,0.00005924631,0.000002655192,0.0000071833,0.22692192,0.7310539,0.0015055895,0.00003236465,0.00015574002],"about_ca_topic_score_codex":0.00002891694,"about_ca_topic_score_gemma":0.0000045198035,"teacher_disagreement_score":0.21901597,"about_ca_system_score_codex":0.000080834005,"about_ca_system_score_gemma":0.00002382121,"threshold_uncertainty_score":0.43487963},"labels":[],"label_agreement":null},{"id":"W2774288513","doi":"10.1109/icdl.2017.8124696","title":"Suspended particles in oils under electrical discharge","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Mineral oil; Materials science; Resist; Dielectric; Partial discharge; Transformer; Composite material; Decomposition; Liquid dielectric; Petroleum engineering; Chemical engineering; Chemistry; Voltage; Metallurgy; Geology; Electrical engineering; Organic chemistry; Optoelectronics; Engineering","score_opus":0.017467364891722258,"score_gpt":0.24858924223197557,"score_spread":0.2311218773402533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774288513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331775,0.00007349962,0.013527484,0.00036917423,0.00015434156,0.000080550664,0.0000019516658,0.00009169594,0.05252381],"genre_scores_gemma":[0.9996393,0.00005962917,0.00019234674,0.0000245741,0.00002196234,0.00000608175,0.000002302942,0.000008766865,0.000045077202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9996056,0.0000040231266,0.00009622232,0.00006443335,0.000058360733,0.00017134075],"domain_scores_gemma":[0.99977297,0.00002752479,0.0000071747863,0.00014635026,0.0000059338445,0.000040041738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006272239,0.000055147568,0.00006380081,0.000029995152,0.00004810769,0.00006241764,0.00008758428,0.000032062344,0.00012404053],"category_scores_gemma":[0.000027040507,0.000048813006,0.000017608298,0.00002770315,0.0000115900275,0.00018327407,0.0000062161866,0.000062618965,0.000060072893],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029873552,0.00033257573,0.18589835,0.000059841565,0.000090159774,0.000028445585,0.00049898686,0.010780233,0.13721654,0.5754322,0.0030915677,0.08654127],"study_design_scores_gemma":[0.0007709047,0.000021111142,0.66950077,0.0000148141735,0.000007148994,0.0000012360957,0.000011900516,0.18510358,0.12702848,0.016408132,0.0009092067,0.00022269007],"about_ca_topic_score_codex":0.00003905952,"about_ca_topic_score_gemma":0.00018592733,"teacher_disagreement_score":0.55902404,"about_ca_system_score_codex":0.000022236196,"about_ca_system_score_gemma":0.0000050072126,"threshold_uncertainty_score":0.19905366},"labels":[],"label_agreement":null},{"id":"W2774619259","doi":"10.1016/j.ijheatfluidflow.2017.11.007","title":"Numerical and experimental thermofluid investigation of different disc-type power transformer winding arrangements","year":2017,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Mechanics; Materials science; Transformer; Heat transfer; Computational fluid dynamics; Volumetric flow rate; Water cooling; Thermodynamics; Physics; Voltage","score_opus":0.012549337475287758,"score_gpt":0.2502746297737047,"score_spread":0.23772529229841693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774619259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351317,0.0008486691,0.003784204,0.00021864913,0.00086758204,0.00005242313,0.000008358413,0.0000050921344,0.0007018443],"genre_scores_gemma":[0.999091,0.00059899926,0.00017365294,0.000022750972,0.00009255938,9.602862e-7,0.0000052157825,0.000010208844,0.0000046101627],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993735,0.000007117878,0.00026018266,0.000058512553,0.00022227113,0.00007839691],"domain_scores_gemma":[0.9997417,0.000021359629,0.000042855747,0.000054128755,0.000072953415,0.000067015055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006895937,0.00009196177,0.00013714402,0.000077374905,0.000056238936,0.000067392146,0.00011849668,0.000035156358,0.000036960988],"category_scores_gemma":[0.0000120426785,0.000073462994,0.000042311243,0.000012707022,0.00005475889,0.00035920265,0.000007814903,0.00007524285,5.761874e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024323296,0.00009512675,0.08295695,0.000037625672,0.00044282383,0.000016135147,0.0029392499,0.00087134424,0.9037494,0.00079571083,0.00025475177,0.0075976546],"study_design_scores_gemma":[0.002875255,0.0005209524,0.5098731,0.00039479265,0.00006350266,0.000082880826,0.00021312517,0.0530796,0.43148494,0.00057424157,0.0005544707,0.00028313606],"about_ca_topic_score_codex":0.0000057165935,"about_ca_topic_score_gemma":5.8632884e-7,"teacher_disagreement_score":0.47226444,"about_ca_system_score_codex":0.000028174021,"about_ca_system_score_gemma":0.00000708385,"threshold_uncertainty_score":0.2995734},"labels":[],"label_agreement":null},{"id":"W2783513932","doi":"10.1109/ceidp.2017.8257644","title":"Effect of high-frequency pulse ageing on dielectric response of paper/oil insulation","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dielectric; Materials science; Ageing; Voltage; High voltage; Dielectric strength; Partial discharge; Optoelectronics; Electrical engineering; Composite material; Engineering","score_opus":0.006093820746474162,"score_gpt":0.2281198955363763,"score_spread":0.22202607478990213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783513932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98195356,0.00006727305,0.0011614084,0.00002974195,0.00018830743,0.00008092968,0.000007386655,0.00004657872,0.0164648],"genre_scores_gemma":[0.99964136,0.00016166054,0.00010342048,0.0000058150276,0.000019981895,0.0000073095343,0.0000068359864,0.000016849968,0.000036776437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938524,0.000040651565,0.0002233441,0.00008919987,0.00013678365,0.00012477254],"domain_scores_gemma":[0.9992045,0.0003494725,0.000062687715,0.00032040296,0.000033535314,0.000029379504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033693394,0.00010355058,0.00017247078,0.00011977433,0.00005961921,0.000016347838,0.00012255661,0.00006765441,0.00004327417],"category_scores_gemma":[0.00039586306,0.00008950012,0.000049065264,0.000077510245,0.0000212729,0.00020870837,0.0000067463657,0.00007274799,0.0000073176557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005634455,0.000056417328,0.0040267766,0.00033546874,0.00006243298,0.000007533164,0.00013925397,0.008867039,0.8282483,0.0054380936,0.000017667748,0.15223756],"study_design_scores_gemma":[0.00066787965,0.0005592208,0.48921576,0.000098794924,0.000023549605,4.1672556e-7,8.015668e-7,0.0079341885,0.50113994,0.00022710713,0.000030584666,0.000101737685],"about_ca_topic_score_codex":0.00017550337,"about_ca_topic_score_gemma":0.000010147312,"teacher_disagreement_score":0.485189,"about_ca_system_score_codex":0.000031191958,"about_ca_system_score_gemma":0.000009034693,"threshold_uncertainty_score":0.36497092},"labels":[],"label_agreement":null},{"id":"W2784250169","doi":"10.1109/ceidp.2017.8257557","title":"Condition monitoring of oil-filled transformers using unsupervised classification techniques","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Dissolved gas analysis; Transformer oil; Feature vector; Condition monitoring; Computer science; Fuzzy logic; Pattern recognition (psychology); Artificial intelligence; Engineering; Data mining; Electrical engineering; Voltage","score_opus":0.04728995972111614,"score_gpt":0.29657596939690195,"score_spread":0.24928600967578582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784250169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72975385,0.0007001618,0.21681973,0.000050260463,0.0020162365,0.00073905825,0.00021063203,0.000818498,0.048891567],"genre_scores_gemma":[0.9884471,0.0037610657,0.007289663,0.0000021205349,0.00013708317,0.00006994806,0.00021395714,0.000057104222,0.000021955442],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881035,0.000014576058,0.0005129483,0.00023204427,0.00022552765,0.00020456407],"domain_scores_gemma":[0.9992696,0.00003790737,0.00012642512,0.00037081036,0.00013472323,0.000060519407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015758953,0.00027258438,0.00036593154,0.00022593795,0.000086654865,0.000070931594,0.00022279067,0.00040278112,0.00004041057],"category_scores_gemma":[0.000017909948,0.00029195988,0.00015481144,0.000052214138,0.000054035838,0.00024491787,0.00002070723,0.00031511916,0.0000026375856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051806695,0.00017572158,0.007575075,0.009603622,0.00057993986,0.000004575644,0.0013442509,0.03652311,0.704415,0.0012399324,0.00010586949,0.23838107],"study_design_scores_gemma":[0.0005824312,0.000041749357,0.01512644,0.0052182847,0.00026818167,0.0000024715919,0.00016680348,0.26237145,0.7140065,0.001034278,0.00032695336,0.00085446675],"about_ca_topic_score_codex":0.00009529982,"about_ca_topic_score_gemma":0.000005428124,"teacher_disagreement_score":0.25869325,"about_ca_system_score_codex":0.00014179338,"about_ca_system_score_gemma":0.000066676315,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W2786722413","doi":"10.1109/epec.2017.8286169","title":"On-line gas monitoring for increased transformer protection","year":2017,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Transformer; Dissolved gas analysis; Reliability engineering; Condition monitoring; Engineering; Electric power system; Current transformer; Computer science; Electrical engineering; Voltage; Transformer oil; Power (physics)","score_opus":0.034726557442971866,"score_gpt":0.2665220330352316,"score_spread":0.23179547559225971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786722413","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46087998,0.000022572605,0.5160158,0.00020169592,0.0009154671,0.00069700344,0.000019641251,0.00023355224,0.021014217],"genre_scores_gemma":[0.9988383,0.000054986434,0.0007022044,0.000008600662,0.00017437451,0.00013382883,0.0000071642253,0.00002260348,0.000057953246],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958354,0.0000017266698,0.00010937416,0.00008593442,0.00007191035,0.00014751584],"domain_scores_gemma":[0.9997218,0.000028863029,0.000013348092,0.00016391362,0.000027466624,0.000044569613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006954592,0.000089601665,0.00007701071,0.000039924773,0.00019379337,0.00006763171,0.00007946802,0.000052171483,0.00002177945],"category_scores_gemma":[0.000040874424,0.00008192806,0.00004678087,0.000016088563,0.000009885661,0.00019418882,0.000001147563,0.00006293894,0.000016567701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040171077,0.00031514972,0.0032247393,0.0007515199,0.0003242234,0.000004380991,0.00058214134,0.08328255,0.25514138,0.022900773,0.0012865107,0.6317849],"study_design_scores_gemma":[0.001988335,0.00033459967,0.016830318,0.0001276731,0.000035907204,0.0000014498539,0.000014152143,0.2909707,0.6766217,0.0050679985,0.0076471833,0.00036002113],"about_ca_topic_score_codex":0.000062686944,"about_ca_topic_score_gemma":0.000012600616,"teacher_disagreement_score":0.6314249,"about_ca_system_score_codex":0.000028920516,"about_ca_system_score_gemma":0.0000053022704,"threshold_uncertainty_score":0.33409292},"labels":[],"label_agreement":null},{"id":"W2789601376","doi":"10.1109/tdei.2018.006317","title":"Aging characterization of electrical insulation papers impregnated with synthetic ester and mineral oil: Correlations between mechanical properties, depolymerization and some chemical markers","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Électricité de France; Mitacs","keywords":"Depolymerization; Mineral oil; Kraft paper; Degree of polymerization; Cellulose; Synthetic oil; Electrical insulation paper; Materials science; Pressboard; Ultimate tensile strength; Transformer oil; Polymerization; Composite material; Polymer chemistry; Chemistry; Chemical engineering; Organic chemistry; Transformer; Polymer","score_opus":0.007913118594223075,"score_gpt":0.1864922293788363,"score_spread":0.17857911078461322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789601376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8128657,0.00016808149,0.1863945,0.000064002284,0.00007790743,0.00023950824,0.000016848111,0.00011453351,0.00005892217],"genre_scores_gemma":[0.99849164,0.00095904036,0.00026933668,0.000039456503,0.000073802825,0.00003632488,0.000068057896,0.00005077705,0.000011580257],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998474,0.000053579482,0.0004861135,0.00036714663,0.0002775096,0.00034165155],"domain_scores_gemma":[0.9993568,0.00016201647,0.00009845037,0.00012752962,0.000100757345,0.00015445356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010139337,0.00028384512,0.0003040604,0.00043659768,0.00024400686,0.00009261181,0.000053897416,0.0002617185,0.000004758742],"category_scores_gemma":[0.000025862086,0.0002629921,0.00003807362,0.0009319893,0.00013150992,0.0004403145,0.000002117688,0.00031012183,7.6992563e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016522287,0.00008936987,0.0009049922,0.00006359886,0.000094667914,6.356976e-7,0.00017320653,0.0006288453,0.8574692,0.00055204215,4.3485994e-7,0.13985775],"study_design_scores_gemma":[0.0011168192,0.0008305375,0.05108565,0.00012638039,0.00024218996,0.000019918554,0.0000043600353,0.6662735,0.27969682,0.00012813987,0.000035806064,0.0004398933],"about_ca_topic_score_codex":0.000019768107,"about_ca_topic_score_gemma":0.00000275425,"teacher_disagreement_score":0.66564465,"about_ca_system_score_codex":0.000077383724,"about_ca_system_score_gemma":0.00003957088,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W2792527032","doi":"10.3390/en11030517","title":"Modeling the Insulation Paper Drying Process from Thermogravimetric Analyses","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Moisture; Residual; Process engineering; Materials science; Process (computing); Water content; Transformer; Pulp and paper industry; Gravimetric analysis; Environmental science; Composite material; Computer science; Chemistry; Engineering; Geotechnical engineering; Electrical engineering","score_opus":0.029099855317879814,"score_gpt":0.27859344920179735,"score_spread":0.24949359388391754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792527032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96549577,0.0011657287,0.029722616,0.000030015695,0.0002398606,0.000048654725,0.0000061546534,0.00015725679,0.0031339743],"genre_scores_gemma":[0.9992427,0.0001782113,0.00022143334,0.000043552212,0.0002545348,0.000011038011,0.000022745677,0.000019454303,0.000006311618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951404,0.000009389984,0.00013818407,0.00009339567,0.00012001369,0.00012497674],"domain_scores_gemma":[0.9997233,0.000059052923,0.000011847888,0.00013224973,0.000054742402,0.000018809467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052551015,0.00009196132,0.0000750632,0.00008515749,0.00011572153,0.00006602478,0.000102259495,0.000040551877,0.000052818377],"category_scores_gemma":[0.000025670106,0.00006401197,0.00003253736,0.00035630722,0.000024329463,0.00026004796,0.0000068346153,0.000060345243,0.000015094085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023985626,0.000005032606,0.0004848685,0.000004758091,0.000040179228,1.7769713e-7,0.00096614874,0.9724926,0.019200806,0.0002450598,0.000014583029,0.006543426],"study_design_scores_gemma":[0.00009753459,0.000010275174,0.011582309,0.000019501262,0.000032339725,1.677036e-7,0.00016723295,0.9624098,0.022517059,0.0027427636,0.0003062756,0.00011473978],"about_ca_topic_score_codex":0.0002075755,"about_ca_topic_score_gemma":0.000032308904,"teacher_disagreement_score":0.03374698,"about_ca_system_score_codex":0.000014616742,"about_ca_system_score_gemma":0.000006772403,"threshold_uncertainty_score":0.26103324},"labels":[],"label_agreement":null},{"id":"W2799007860","doi":"10.1109/tdei.2018.007200","title":"Methanol in oil interpretation model based on transformer post-mortem paper analysis","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Methanol; Reliability engineering; Engineering; Computer science; Process engineering; Materials science; Electrical engineering; Chemistry; Voltage; Organic chemistry","score_opus":0.008667093354534331,"score_gpt":0.2308407611923683,"score_spread":0.22217366783783396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799007860","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19820584,0.000065475586,0.79935336,0.00012336129,0.00011717384,0.00014273835,0.000022501157,0.000120391225,0.0018491694],"genre_scores_gemma":[0.9984109,0.00052260404,0.00048872526,0.00038937674,0.000027118578,0.000059545117,0.00003309622,0.00003646111,0.000032216984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985203,0.00004010154,0.00043533865,0.00033125744,0.00029946715,0.00037353893],"domain_scores_gemma":[0.99935526,0.00020182073,0.000035262474,0.0001714249,0.00012756976,0.00010864647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017977384,0.00025771686,0.00027975673,0.0014187908,0.0001316618,0.00005793976,0.00007817955,0.00021763309,0.00003817385],"category_scores_gemma":[0.000015506681,0.00025788887,0.0001448828,0.0025580872,0.000031483556,0.0003026544,2.0070767e-7,0.00036846555,0.000011725537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020487378,0.00019603844,0.00006246185,0.000016737547,0.00011439492,9.528072e-7,0.00024640362,0.7603626,0.012688744,0.0002221607,0.0000062302797,0.22587836],"study_design_scores_gemma":[0.0006464339,0.0005034068,0.0046897903,0.00002128457,0.00022802978,6.356558e-7,0.0000033731717,0.97610813,0.017112087,0.00035424254,0.000049246355,0.00028332116],"about_ca_topic_score_codex":0.000045537712,"about_ca_topic_score_gemma":0.0001551627,"teacher_disagreement_score":0.800205,"about_ca_system_score_codex":0.00019929554,"about_ca_system_score_gemma":0.0000390527,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W2799972159","doi":"10.18280/mmep.050103","title":"Numerical simulation and optimization analysis of thermal balance of heavy oil box-type substation louver arrangement","year":2018,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Louver; Thermal; Environmental science; Balance (ability); Nuclear engineering; Marine engineering; Engineering; Meteorology; Mechanical engineering; Physics","score_opus":0.01711491425335579,"score_gpt":0.2193177803257287,"score_spread":0.20220286607237292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799972159","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27035162,0.00014011106,0.72926474,0.000004341107,0.000031246564,0.000042601812,0.0000028914635,0.000036146786,0.00012629114],"genre_scores_gemma":[0.9662218,0.00013822077,0.03358804,0.0000018692316,0.000013852747,0.000004183379,0.000013707364,0.000015458998,0.0000028707875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938434,0.0000048785328,0.00028897257,0.00009840259,0.00011339252,0.00010998656],"domain_scores_gemma":[0.9996888,0.000087754364,0.0000335164,0.00007940264,0.0000714324,0.000039114944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112457376,0.00009874542,0.0002136124,0.00012482872,0.000019058027,0.000012740113,0.000027785867,0.000051353665,0.000013453118],"category_scores_gemma":[0.000014848337,0.00009423718,0.00002761646,0.00028693507,0.000025082125,0.000085674095,0.0000045155853,0.000045254183,5.2698385e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067228816,0.000020533933,0.00010051382,0.00041848532,0.00011760344,5.1516707e-8,0.00082219974,0.99642515,0.001028154,0.0005709584,4.9008526e-7,0.0004891299],"study_design_scores_gemma":[0.00012661709,0.00004454576,0.00019322027,0.000111944435,0.0001521886,1.7275457e-7,0.0000055086157,0.99805605,0.0010341754,0.00017085405,0.000011394853,0.000093336916],"about_ca_topic_score_codex":0.0000048934326,"about_ca_topic_score_gemma":1.9906741e-7,"teacher_disagreement_score":0.69587016,"about_ca_system_score_codex":0.000010785997,"about_ca_system_score_gemma":0.0000023521548,"threshold_uncertainty_score":0.38428804},"labels":[],"label_agreement":null},{"id":"W2804475970","doi":"10.1049/iet-gtd.2018.0059","title":"Combining and comparing various machine‐learning algorithms to improve dissolved gas analysis interpretation","year":2018,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Interpretation (philosophy); Computer science; Algorithm; Machine learning; Artificial intelligence","score_opus":0.009597488625109282,"score_gpt":0.23163322809845235,"score_spread":0.22203573947334307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804475970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3199036,0.00012373307,0.6790992,0.00009556936,0.00023662215,0.00017413095,0.000053113265,0.00016205857,0.00015196214],"genre_scores_gemma":[0.9948939,0.00014949223,0.0017658578,0.000030864256,0.00013408193,0.000029749992,0.0029562514,0.000023096918,0.000016690217],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878734,0.00005050804,0.000394363,0.00030612285,0.00021257969,0.0002490579],"domain_scores_gemma":[0.9994688,0.000031304033,0.000047790047,0.00012684001,0.00013749133,0.0001877727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022836254,0.00020670042,0.00023939693,0.00016130393,0.00030969293,0.00016228463,0.00007055429,0.000105756044,0.000044739907],"category_scores_gemma":[0.00002968815,0.00021330462,0.00008092826,0.00055285386,0.000030069283,0.00026643404,0.000010324605,0.00016841106,0.000013202294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014440612,0.00013530417,0.009748011,0.000100944664,0.00061399693,0.0000031321995,0.0055864058,0.30285692,0.37414548,0.000909304,0.0005321968,0.30522388],"study_design_scores_gemma":[0.0004321863,0.00015011687,0.008072214,0.000030922187,0.00022452214,0.0000013562644,0.00002623184,0.94637114,0.041735534,0.00006290078,0.0026528991,0.00023998039],"about_ca_topic_score_codex":0.00006968468,"about_ca_topic_score_gemma":0.00007123818,"teacher_disagreement_score":0.67733335,"about_ca_system_score_codex":0.00009984061,"about_ca_system_score_gemma":0.00001259854,"threshold_uncertainty_score":0.869831},"labels":[],"label_agreement":null},{"id":"W2805742696","doi":"10.3390/en11061465","title":"Impact of Low Molecular Weight Acids on Oil Impregnated Paper Insulation Degradation","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Formic acid; Degradation (telecommunications); Transformer oil; Polymerization; Transformer; Materials science; Chemistry; Chemical engineering; Composite material; Organic chemistry; Polymer; Electrical engineering; Engineering","score_opus":0.004922830752197761,"score_gpt":0.21838340718015847,"score_spread":0.2134605764279607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805742696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906632,0.00016631561,0.002162035,0.000011998817,0.00023040625,0.000029677482,0.000014953024,0.00010902442,0.006612429],"genre_scores_gemma":[0.99936205,0.00020321451,0.00022261158,0.000012492387,0.00005871027,0.0000062793083,0.0000815468,0.0000227607,0.000030311743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947375,0.000010553423,0.00016622788,0.000091581336,0.00012877108,0.00012911936],"domain_scores_gemma":[0.99969596,0.000025312147,0.00002576372,0.00014714626,0.000075194774,0.00003060731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036525544,0.000114164606,0.000098862416,0.00010816356,0.000028000159,0.000014953797,0.000059013313,0.00007091944,0.00008415482],"category_scores_gemma":[0.000020080905,0.000099983685,0.000060745297,0.00017612694,0.000029568666,0.00020701798,0.0000049872983,0.000049150065,0.000018319215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002894886,0.00005179703,0.002195277,0.000040301577,0.00010158503,0.0000013003643,0.00028427673,0.25533202,0.71169835,0.0033672673,0.00017242934,0.026726454],"study_design_scores_gemma":[0.00058653846,0.00030787924,0.24883713,0.00013610981,0.00002374497,9.248115e-7,0.000008074867,0.07252949,0.67614627,0.00049034983,0.0006854623,0.00024804202],"about_ca_topic_score_codex":0.000039060935,"about_ca_topic_score_gemma":0.0000048798315,"teacher_disagreement_score":0.24664184,"about_ca_system_score_codex":0.000052253414,"about_ca_system_score_gemma":0.000013758576,"threshold_uncertainty_score":0.40772164},"labels":[],"label_agreement":null},{"id":"W2806511102","doi":"10.23919/smagrimet.2018.8369856","title":"Distribution fault location and grid analytics at hydro Ottawa","year":2018,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Fault (geology); Intranet; Computer science; Grid; Distribution grid; Real-time computing; Reactance; Phasor; Waveform; Inrush current; Field (mathematics); Power (physics); Database; Electric power system; Voltage; Electrical engineering; Engineering; The Internet; Operating system; Transformer","score_opus":0.007098642438227872,"score_gpt":0.2093271092268863,"score_spread":0.20222846678865844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806511102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60775536,0.000119060205,0.37695253,0.00014628803,0.00046102965,0.0001108721,0.00006197579,0.00019169688,0.0142011745],"genre_scores_gemma":[0.9992875,0.00011473054,0.00013078174,0.000021908812,0.00013704166,0.000002471247,0.00022425472,0.0000074801014,0.00007387119],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965584,0.000002634014,0.000104777384,0.000072616676,0.0000636589,0.00010044508],"domain_scores_gemma":[0.99981475,0.000016955219,0.000008143996,0.000072190334,0.000046503308,0.00004147231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004389032,0.00006135326,0.000049457787,0.000021003783,0.00005234864,0.000018111097,0.00002430255,0.000041138806,0.00002792348],"category_scores_gemma":[0.000013894269,0.000058333393,0.000010165033,0.00009578344,0.000028264416,0.000097930446,0.0000058073683,0.00002875591,0.0001391199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009038772,0.00037421123,0.121797256,0.0010072176,0.000642753,0.0000120317545,0.0022366294,0.10230391,0.08783639,0.12493121,0.4387404,0.12002761],"study_design_scores_gemma":[0.0002786271,0.00004965664,0.12874018,0.000018747893,0.000028438126,0.000003816618,0.000010904989,0.7841205,0.027195254,0.00033412524,0.059034076,0.00018569591],"about_ca_topic_score_codex":0.0000278432,"about_ca_topic_score_gemma":0.00011575632,"teacher_disagreement_score":0.6818166,"about_ca_system_score_codex":0.00005676594,"about_ca_system_score_gemma":0.0000031830682,"threshold_uncertainty_score":0.23787668},"labels":[],"label_agreement":null},{"id":"W2864622186","doi":"10.1109/tie.2018.2860532","title":"Adaptive Power Transformer Lifetime Predictions Through Machine Learning and Uncertainty Modeling in Nuclear Power Plants","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Bruce Power (Canada)","funders":"","keywords":"Transformer; Predictive modelling; Computer science; Measurement uncertainty; Boosting (machine learning); Reliability engineering; Engineering; Machine learning; Mathematics; Statistics","score_opus":0.021334017641398775,"score_gpt":0.2266736918634139,"score_spread":0.20533967422201513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2864622186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36700842,0.00048002147,0.6232071,0.00017970486,0.0013057402,0.00069495395,0.0002332846,0.00046845767,0.0064223334],"genre_scores_gemma":[0.9981251,0.0014822367,0.00012587827,0.00004385188,0.000082982755,0.000026057578,0.000013251099,0.000068859605,0.00003177655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851257,0.00004520393,0.00039008423,0.00029192035,0.00022027723,0.00053997413],"domain_scores_gemma":[0.99961555,0.00008453292,0.00002759941,0.00012357364,0.000046034926,0.00010272171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015623376,0.00027987084,0.00025361497,0.00020857979,0.0002798046,0.000047227517,0.00009481753,0.00034644688,0.00020307265],"category_scores_gemma":[0.0000072711987,0.00029879395,0.00007898661,0.0003324885,0.00007321372,0.00035210638,6.238061e-7,0.0012544863,0.000026200236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051464885,0.0001673439,0.000016460239,0.000006671848,0.00018844307,0.0000027442986,0.0024632285,0.98612887,0.0017854901,0.00040227853,0.00008671635,0.008237117],"study_design_scores_gemma":[0.0021198047,0.001188402,0.000009767886,0.00009838612,0.000055593766,0.000012781914,0.00023151122,0.98226106,0.0026225767,0.00024167882,0.0107793715,0.00037908016],"about_ca_topic_score_codex":0.00016280696,"about_ca_topic_score_gemma":0.00035619384,"teacher_disagreement_score":0.6311167,"about_ca_system_score_codex":0.00027255173,"about_ca_system_score_gemma":0.000080895974,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W2885804113","doi":"10.36884/jafm.9.si2.25830","title":"Analysis of Aged Oil on the Cooling of Power Transformers from Computational Fluid Dynamics and Experimental Measurements","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Fluid Mechanics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Computational fluid dynamics; Mechanics; Electrical engineering; Physics; Engineering; Voltage","score_opus":0.012345791788213004,"score_gpt":0.21111625452125257,"score_spread":0.19877046273303955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885804113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81818956,0.00015489556,0.18080333,0.000038480288,0.0001484001,0.000053490672,0.00009189042,0.000006338864,0.00051363895],"genre_scores_gemma":[0.9990616,0.00021068615,0.0006528905,0.00003120325,0.000014317895,0.0000019701438,0.000010438888,0.000016069267,8.4820414e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883974,0.00001217402,0.00053254294,0.00007831898,0.000426856,0.00011039458],"domain_scores_gemma":[0.99943125,0.00019389074,0.00014298031,0.00008047335,0.000096719974,0.000054688528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031286283,0.00012312854,0.00030556746,0.00019937528,0.00003227876,0.00000916332,0.00009278894,0.00006163288,0.00005427156],"category_scores_gemma":[0.000012713293,0.000080456026,0.00013224075,0.0001998639,0.000021543761,0.00007309215,0.0000059131944,0.00008666413,5.648031e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031452393,0.00010861329,0.000049892325,0.00001712717,0.0018254971,0.000001096597,0.0009497972,0.107250534,0.8767071,0.0076249195,0.00003176609,0.005119163],"study_design_scores_gemma":[0.0020063706,0.00023308201,0.0017082033,0.00016159358,0.00077752897,0.0000018807635,0.00061389984,0.45806247,0.5351446,0.0010626587,0.000027777067,0.00019990215],"about_ca_topic_score_codex":0.000002736632,"about_ca_topic_score_gemma":0.000004552762,"teacher_disagreement_score":0.35081193,"about_ca_system_score_codex":0.00009157034,"about_ca_system_score_gemma":0.000022312759,"threshold_uncertainty_score":0.32809016},"labels":[],"label_agreement":null},{"id":"W2887158351","doi":"10.1049/iet-smt.2018.5331","title":"Winding turn‐to‐turn short‐circuit diagnosis using FRA method: sensitivity of measurement configuration","year":2018,"lang":"en","type":"article","venue":"IET Science Measurement & Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Turn (biochemistry); Sensitivity (control systems); Electrical engineering; Acoustics; Electronic engineering; Engineering; Physics; Nuclear magnetic resonance","score_opus":0.07403571574158006,"score_gpt":0.2915616147250814,"score_spread":0.21752589898350133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887158351","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38730398,0.000103554805,0.6100276,0.00020705123,0.00072298275,0.0004498843,0.000009109377,0.00024041504,0.0009354185],"genre_scores_gemma":[0.9939061,0.000022927077,0.0058842967,0.000048605772,0.000072152994,0.000040670773,0.0000010304984,0.00002376653,4.6622597e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99692667,0.000053061558,0.00047230197,0.00044910825,0.0015147842,0.0005840977],"domain_scores_gemma":[0.9980821,0.00004312408,0.00007795361,0.00042974585,0.0012417437,0.00012535896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004638088,0.00023880838,0.00031452216,0.0009053449,0.00026904728,0.000058785878,0.00033261304,0.0001681205,0.000018859484],"category_scores_gemma":[0.0008610481,0.00024543953,0.000058677055,0.0019085573,0.00041305562,0.00037105914,0.00004724355,0.00020739652,0.00001602623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000385128,0.00004784342,0.0045921155,0.000026452915,0.000032112155,0.0000017777305,0.0004828211,0.004114932,0.9606639,0.0007892121,0.000043733642,0.029201232],"study_design_scores_gemma":[0.0001579979,0.00013320062,0.01070141,0.00020965115,0.00005181152,0.000007742669,0.00015448344,0.05132547,0.93552333,0.000801771,0.00065577874,0.00027735165],"about_ca_topic_score_codex":0.00006681133,"about_ca_topic_score_gemma":0.00018768455,"teacher_disagreement_score":0.60660213,"about_ca_system_score_codex":0.0008836776,"about_ca_system_score_gemma":0.00017388914,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W2892823647","doi":"10.1109/icd.2018.8514755","title":"An investigative study on the influence of correlation of PD statistical features on PD pattern recognition","year":2018,"lang":"en","type":"article","venue":"2018 IEEE 2nd International Conference on Dielectrics (ICD)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"Glasgow Caledonian University","keywords":"Kurtosis; Skewness; Pattern recognition (psychology); Correlation; Statistical analysis; Artificial intelligence; Artificial neural network; Correlation coefficient; Pearson product-moment correlation coefficient; Computer science; Statistics; Mathematics","score_opus":0.041188764532779074,"score_gpt":0.2839377311581437,"score_spread":0.2427489666253646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892823647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809733,0.000003459467,0.00879125,0.00012933745,0.00053075294,0.00035466964,0.00021288579,0.000035512337,0.00896882],"genre_scores_gemma":[0.99942595,0.000051383304,0.00007133658,0.00018908347,0.00010379425,0.000029214849,0.00009603217,0.000018398801,0.000014823554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986795,0.00007603916,0.00035948688,0.0002179251,0.00050711026,0.00015992671],"domain_scores_gemma":[0.9987159,0.0003733565,0.000136628,0.00020341162,0.0005115309,0.000059214486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021096313,0.0001803532,0.00016558565,0.00021920634,0.000059805316,0.00004168434,0.00026560685,0.00008755687,0.00014869618],"category_scores_gemma":[0.0002675358,0.00014547534,0.000031995198,0.00020106052,0.00014488424,0.00017780701,0.000007016076,0.0002786618,0.00005808834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027633845,0.0068374593,0.04578658,0.00024428594,0.0019083517,0.000026002765,0.02622041,0.11849255,0.27870116,0.32436088,0.019059572,0.17559937],"study_design_scores_gemma":[0.0010836356,0.0077284714,0.58825153,0.0004063127,0.000065763306,0.0000017145156,0.00029949326,0.28139487,0.10238749,0.017815126,0.00010748049,0.00045813448],"about_ca_topic_score_codex":0.00008682022,"about_ca_topic_score_gemma":0.00007202347,"teacher_disagreement_score":0.542465,"about_ca_system_score_codex":0.00009343307,"about_ca_system_score_gemma":0.00004900574,"threshold_uncertainty_score":0.5932312},"labels":[],"label_agreement":null},{"id":"W2895252719","doi":"10.3390/en11102607","title":"The Effect of Electronic Scavenger Additives on the AC Dielectric Strength of Transformer Mineral Oil","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Weibull distribution; Mineral oil; Dielectric strength; Dielectric; Transformer oil; Scavenger; Materials science; Chemistry; Transformer; Analytical Chemistry (journal); Breakdown voltage; Composite material; Voltage; Metallurgy; Chromatography; Mathematics; Electrical engineering; Engineering; Organic chemistry; Statistics; Radical; Optoelectronics","score_opus":0.003394144373274174,"score_gpt":0.19473697793668493,"score_spread":0.19134283356341075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895252719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824988,0.0010770336,0.00006209583,0.00007511826,0.0001582422,0.00005772605,0.00001780826,0.00003088371,0.01602228],"genre_scores_gemma":[0.998336,0.0014025554,0.000005236385,0.000006950354,0.00008857464,0.000025491274,0.000007276658,0.000016202435,0.000111710055],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936855,0.000034656896,0.00016001948,0.00007047363,0.00013727233,0.00022904384],"domain_scores_gemma":[0.99909747,0.0006916896,0.000025383388,0.00014140061,0.000029484789,0.000014551915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505084,0.00011618018,0.0001256056,0.00004761584,0.0000761066,0.00001066426,0.00013098512,0.000038661747,0.00003749852],"category_scores_gemma":[0.00004731188,0.000060951217,0.00007569599,0.0001749619,0.000113060574,0.00005399438,0.0000026614189,0.00010180578,0.0000042447887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006634871,0.00014072559,0.0009657065,0.00040030185,0.0012687341,0.0000012547454,0.0040802523,0.042501792,0.3203301,0.12633729,0.008942452,0.4943679],"study_design_scores_gemma":[0.00033543873,0.0010168513,0.0045754947,0.000061984705,0.000042298212,4.7243864e-7,0.000037458354,0.006915586,0.97174746,0.00017754773,0.0149722025,0.000117207106],"about_ca_topic_score_codex":0.000013403511,"about_ca_topic_score_gemma":0.000046328976,"teacher_disagreement_score":0.6514174,"about_ca_system_score_codex":0.000018959734,"about_ca_system_score_gemma":0.000012940445,"threshold_uncertainty_score":0.24855185},"labels":[],"label_agreement":null},{"id":"W2897065717","doi":"10.1049/iet-gtd.2018.6077","title":"Comparative study of the degradation rate of new and regenerated mineral oils following electrical stress","year":2018,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Degradation (telecommunications); Mineral oil; Dielectric; Electrical resistivity and conductivity; Transformer oil; Materials science; Dissipation factor; Dielectric loss; Transformer; Acid value; Electric field; Environmental science; Composite material; Analytical Chemistry (journal); Petroleum engineering; Chemistry; Electrical engineering; Environmental chemistry; Geology; Voltage; Metallurgy; Optoelectronics","score_opus":0.023146304854334394,"score_gpt":0.25749444235797025,"score_spread":0.23434813750363587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897065717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8337113,0.00018027176,0.16539589,0.000053551135,0.00021744666,0.0003235595,0.000054785254,0.000027629152,0.000035526296],"genre_scores_gemma":[0.9991675,0.00004920856,0.0002136992,0.000006215259,0.00008674403,0.000009136219,0.0004247924,0.000009263767,0.00003342011],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990503,0.000074129275,0.00040563458,0.00015707596,0.00018457041,0.00012827807],"domain_scores_gemma":[0.99956256,0.000028420569,0.00007446373,0.00012852246,0.0001398056,0.00006621705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013443734,0.00013719908,0.00019760561,0.00004415834,0.0001270384,0.00002444696,0.00007164631,0.00007607753,0.0000124933285],"category_scores_gemma":[0.000015582369,0.00010734091,0.000054725027,0.0003901879,0.000031458312,0.00017015444,0.0000048074808,0.00008102235,6.03601e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046070298,0.00019534356,0.0020513556,0.000021219268,0.00007461186,2.685221e-7,0.0015101137,0.010598566,0.9771064,0.0004225835,0.0015586724,0.0064147785],"study_design_scores_gemma":[0.0010081448,0.00026088356,0.026258482,0.000040474486,0.00008084016,5.451579e-7,0.00007274407,0.20230326,0.7695216,0.000062498526,0.00027774554,0.00011279309],"about_ca_topic_score_codex":0.00007211866,"about_ca_topic_score_gemma":0.00007771085,"teacher_disagreement_score":0.20758483,"about_ca_system_score_codex":0.000038108014,"about_ca_system_score_gemma":0.000037573314,"threshold_uncertainty_score":0.43772352},"labels":[],"label_agreement":null},{"id":"W2897879628","doi":"10.3390/en11102756","title":"Engineering Dielectric Liquid Applications","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dielectric; Liquid dielectric; Materials science; Process engineering; Engineering; Optoelectronics","score_opus":0.0044185484330402655,"score_gpt":0.18951560634364498,"score_spread":0.1850970579106047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897879628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6724338,0.0015820101,0.25334248,0.00006481689,0.0006958495,0.00018725259,0.000009913713,0.001300031,0.07038387],"genre_scores_gemma":[0.9985873,0.00022750758,0.0007794433,0.00001537318,0.00026298215,0.00005203749,0.000007969753,0.000016736109,0.000050635223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969125,0.0000011772837,0.000075287266,0.000060775317,0.000047320827,0.00012421166],"domain_scores_gemma":[0.9998324,0.000022819255,0.0000043696327,0.00009400731,0.00002013323,0.00002625721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020961234,0.000061824714,0.000047543745,0.00006474611,0.000034435194,0.0000150269725,0.00005807211,0.000028415576,0.00003814305],"category_scores_gemma":[0.0000061044875,0.000064726526,0.000017553159,0.0001729462,0.000011549385,0.00007084227,0.000004450934,0.00003810612,0.00009892622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013554085,0.000048869577,0.00017055223,0.00011236335,0.00012324963,0.0000019646345,0.00078651495,0.60333645,0.24105205,0.11529717,0.005131075,0.03392616],"study_design_scores_gemma":[0.00014589047,0.00009276091,0.0022402026,0.000016922777,0.000015975225,0.0000024323074,0.000010403644,0.14623226,0.2977193,0.00024353723,0.55300075,0.0002795697],"about_ca_topic_score_codex":0.0000033990405,"about_ca_topic_score_gemma":0.0000027151505,"teacher_disagreement_score":0.5478697,"about_ca_system_score_codex":0.000017103446,"about_ca_system_score_gemma":0.000004108065,"threshold_uncertainty_score":0.2639471},"labels":[],"label_agreement":null},{"id":"W2900112979","doi":"10.3390/en11123505","title":"AC Dielectric Strength of Mineral Oil-Based Fe3O4 and Al2O3 Nanofluids","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Nanofluid; Nanoparticle; Materials science; Dielectric; Mineral oil; Zeta potential; Transformer oil; Dielectric strength; Scanning electron microscope; Dielectric spectroscopy; Composite material; Particle size; Permittivity; Breakdown voltage; Chemical engineering; Nanotechnology; Transformer; Voltage; Optoelectronics; Electrochemistry; Chemistry; Metallurgy; Electrical engineering; Electrode","score_opus":0.005389471199627348,"score_gpt":0.19696174916262965,"score_spread":0.1915722779630023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900112979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077547,0.0012271435,0.0005890637,0.000025760364,0.00019368037,0.000015373105,0.000010343134,0.00006989159,0.007093258],"genre_scores_gemma":[0.99871117,0.00048088867,0.0005942324,0.000018270912,0.000079038175,0.0000043970413,0.000012031024,0.000013052174,0.00008690221],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961567,0.000004969665,0.00011199387,0.000071489805,0.00007131799,0.00012458001],"domain_scores_gemma":[0.9998041,0.000046017158,0.000010302134,0.000082383114,0.000029917524,0.000027280328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003052989,0.00008028201,0.00009145655,0.00007725355,0.000025673382,0.000011482211,0.000043653698,0.000039425755,0.000025121823],"category_scores_gemma":[0.000015582727,0.0000749591,0.000020833986,0.00011989688,0.000043898715,0.000067274785,0.0000046289906,0.000031557975,0.000002689585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005635926,0.00012571759,0.007098919,0.00036843086,0.00016777623,0.00000470365,0.001099497,0.03442733,0.8032693,0.010469734,0.01001842,0.1328938],"study_design_scores_gemma":[0.00071642565,0.00027074458,0.029006187,0.00006858187,0.000034620312,0.0000011417615,0.000021658454,0.14625758,0.7941869,0.00016199349,0.028992528,0.00028162342],"about_ca_topic_score_codex":0.000031408268,"about_ca_topic_score_gemma":0.000022914614,"teacher_disagreement_score":0.13261217,"about_ca_system_score_codex":0.00000937984,"about_ca_system_score_gemma":0.000009742266,"threshold_uncertainty_score":0.30567434},"labels":[],"label_agreement":null},{"id":"W2901326947","doi":"10.3390/en11123248","title":"Power Transformer Diagnostics, Monitoring and Design Features","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Reliability engineering; Power quality; Transformer; Reliability (semiconductor); Power grid; Computer science; Power (physics); Engineering; Electrical engineering; Voltage","score_opus":0.009550732213927712,"score_gpt":0.21582377341486558,"score_spread":0.20627304120093787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901326947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949324,0.006679162,0.026422104,0.00009021219,0.0018370446,0.00015577873,0.000011802928,0.00039181535,0.0150880795],"genre_scores_gemma":[0.9940644,0.0034376478,0.0021678354,0.000014939592,0.00022051512,0.0000129265545,0.0000024091255,0.000025579116,0.000053757936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951494,0.0000069280954,0.00010236566,0.000099768076,0.00008836646,0.00018762841],"domain_scores_gemma":[0.9997128,0.000114253846,0.0000065468976,0.00008487238,0.000029906052,0.000051576913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052813477,0.00011827772,0.00009020917,0.000058425092,0.00007333641,0.000049690476,0.000054224718,0.000060597467,0.000033239587],"category_scores_gemma":[0.000026280282,0.00011024618,0.00002041562,0.00006947703,0.000060601833,0.00016605818,0.0000036092874,0.00006811344,0.0000145760205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022045677,0.0002740291,0.045659024,0.00048774577,0.0010586428,0.00008224238,0.03978707,0.22523928,0.34984517,0.03941298,0.09049595,0.20743741],"study_design_scores_gemma":[0.00055228156,0.00023402635,0.17436147,0.00012465459,0.00004160285,0.000010147812,0.00025244706,0.0018699962,0.7820855,0.0015991413,0.038329568,0.00053916726],"about_ca_topic_score_codex":0.000009752231,"about_ca_topic_score_gemma":0.0000028887837,"teacher_disagreement_score":0.43224034,"about_ca_system_score_codex":0.0000139093845,"about_ca_system_score_gemma":0.000005655685,"threshold_uncertainty_score":0.4495709},"labels":[],"label_agreement":null},{"id":"W2902235517","doi":"","title":"A panacea for solving all electrical insulations problems ?","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Hydro-Québec","funders":"","keywords":"Panacea (medicine); Computer science","score_opus":0.014565980522073358,"score_gpt":0.22144274095327746,"score_spread":0.2068767604312041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902235517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06683817,0.0012236523,0.9074788,0.0037224626,0.00061005086,0.0013036068,0.0002015158,0.0006982129,0.017923502],"genre_scores_gemma":[0.94841564,0.0009469893,0.04816916,0.00005779229,0.000049391605,0.00035010432,0.0013556482,0.00009697807,0.00055828656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980648,0.0002837925,0.00051816425,0.000460393,0.00025106833,0.00042176188],"domain_scores_gemma":[0.9966392,0.0010153388,0.00015060336,0.0009948337,0.0010338712,0.00016615768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017374647,0.0003176044,0.00030753724,0.00021702058,0.0002113983,0.0003077825,0.0006006189,0.000455067,0.00003738217],"category_scores_gemma":[0.00077571865,0.0003649214,0.0002067113,0.00023894048,0.00005717574,0.00013703488,0.00017472293,0.0008589954,0.000015853937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035731457,0.0023745927,0.0046764608,0.0031442873,0.0013099244,0.0000062341724,0.034315072,0.07477769,0.13205221,0.4871406,0.01599797,0.24416922],"study_design_scores_gemma":[0.00056524604,5.5879804e-7,0.003118023,0.0007828749,0.00009998539,0.000003511497,0.000011639017,0.897234,0.020916993,0.014292585,0.062373098,0.00060148194],"about_ca_topic_score_codex":0.00023915322,"about_ca_topic_score_gemma":0.0011338838,"teacher_disagreement_score":0.8815775,"about_ca_system_score_codex":0.00011779565,"about_ca_system_score_gemma":0.0001354958,"threshold_uncertainty_score":0.99988025},"labels":[],"label_agreement":null},{"id":"W2902543865","doi":"10.1109/tsmc.2018.2880930","title":"Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics Systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Bruce Power (Canada)","funders":"University of Strathclyde","keywords":"Dissolved gas analysis; Probabilistic logic; Transformer; Computer science; Machine learning; Data mining; Reliability engineering; Artificial intelligence; Grid; Power grid; Uncertainty quantification; Transformer oil; Engineering; Power (physics); Mathematics","score_opus":0.013838675692115462,"score_gpt":0.2202909768829123,"score_spread":0.20645230119079683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902543865","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07009631,0.0007337125,0.9199792,0.00003172286,0.0044780592,0.0023692846,0.0007392439,0.00019579794,0.0013766811],"genre_scores_gemma":[0.9981946,0.00088315253,0.00006828576,0.000012169966,0.00017850273,0.00032408128,0.000024327068,0.000071784096,0.00024314529],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835956,0.000040531093,0.0007121756,0.00030029626,0.00021483634,0.00037259498],"domain_scores_gemma":[0.99889076,0.00030657693,0.000091586066,0.00028577948,0.00026106223,0.00016423408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022408775,0.00031432798,0.00044900316,0.00019337407,0.00016505727,0.00008336276,0.00013038958,0.00024286303,0.000007706594],"category_scores_gemma":[0.000008743138,0.00029530446,0.000118300835,0.00019959151,0.00015749071,0.000098240474,5.3043755e-7,0.00015810133,0.0000085148495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067575695,0.00096617924,0.00016445831,0.013872491,0.0014117851,0.0000059573804,0.007364263,0.8475107,0.05393048,0.009712852,0.004699909,0.059685178],"study_design_scores_gemma":[0.0016225169,0.0010725829,0.00010113879,0.00081658934,0.00024331018,0.000018167626,0.0007662322,0.97344655,0.006107693,0.000095421616,0.015169898,0.0005398746],"about_ca_topic_score_codex":0.00019687673,"about_ca_topic_score_gemma":0.00011869328,"teacher_disagreement_score":0.92809826,"about_ca_system_score_codex":0.00010247452,"about_ca_system_score_gemma":0.00003576264,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2905530669","doi":"10.3390/s18124430","title":"Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Natural Science Foundation of China; Jiangxi Provincial Department of Science and Technology; National Science Foundation","keywords":"Transformer; Artificial neural network; Engineering; Reliability engineering; Dissolved gas analysis; Smart grid; Data mining; Data modeling; Machine learning; Computer science; Transformer oil; Voltage; Electrical engineering","score_opus":0.040959241556824434,"score_gpt":0.31934353576926927,"score_spread":0.2783842942124448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905530669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036016013,0.00032010808,0.9589693,0.00018013983,0.00054320757,0.00031599912,0.00018946077,0.00031136276,0.0031544303],"genre_scores_gemma":[0.9297848,0.00010629292,0.06933899,0.000107252774,0.00014554887,0.000011254634,0.00034897996,0.00008398952,0.000072913404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989601,0.000037644095,0.00026738847,0.00027204267,0.00011101979,0.00035181505],"domain_scores_gemma":[0.99925405,0.00017671548,0.000018768163,0.00037024237,0.0000902713,0.000089959554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040778524,0.000197109,0.00019558538,0.00010531089,0.00012180566,0.000035984885,0.00019162355,0.000105565334,0.00010287779],"category_scores_gemma":[0.00009994446,0.0001911423,0.00007294398,0.000121185745,0.000037187026,0.00014255467,0.0000068343743,0.00016904502,0.000036339166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007082472,0.000038827206,0.00006315042,0.00009545744,0.00010765823,0.0000012984226,0.0005557622,0.9580186,0.009849041,0.00023983188,0.00022517706,0.030734355],"study_design_scores_gemma":[0.00054410903,0.000091833674,0.00002076756,0.000021302445,0.00004561701,0.0000016440874,0.00002259552,0.8990879,0.009651492,0.00012809166,0.09015203,0.00023261494],"about_ca_topic_score_codex":0.000022339273,"about_ca_topic_score_gemma":0.000015303107,"teacher_disagreement_score":0.8937688,"about_ca_system_score_codex":0.000028071223,"about_ca_system_score_gemma":0.000018254974,"threshold_uncertainty_score":0.77945566},"labels":[],"label_agreement":null},{"id":"W2907710540","doi":"10.3166/ejee.18.61-77","title":"Combined effect of temperature and electrical discharges on the properties of transformer mineral oils","year":2016,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transformer; Mineral oil; Materials science; Environmental science; Metallurgy; Electrical engineering; Voltage; Engineering","score_opus":0.0049533097773510225,"score_gpt":0.16472610981159785,"score_spread":0.15977280003424682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907710540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494475,0.0010948145,0.0032665392,0.00019239415,0.00010708166,0.000104892715,0.0000033021165,0.00001971309,0.00026652077],"genre_scores_gemma":[0.99931407,0.0004952595,0.00006542706,0.000008514793,0.000073647454,0.0000012838983,3.002669e-7,0.00003309209,0.000008394465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990307,0.00007227107,0.00042764537,0.0000689199,0.00020297317,0.00019750495],"domain_scores_gemma":[0.99941504,0.00031348952,0.000060290222,0.00007967561,0.000055803677,0.00007572812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041015985,0.00016152703,0.0002881261,0.00015095991,0.000019434863,0.000012428657,0.00013356774,0.00003129149,0.0000053347544],"category_scores_gemma":[0.0002469797,0.00007672967,0.00010489329,0.0002156823,0.000028161588,0.000105199586,0.0000036680997,0.00025580623,0.0000010516642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013299033,0.000023918965,0.00022230866,0.00006996282,0.00008721107,0.0000068798963,0.00007773822,0.0015965626,0.99047977,0.00054608856,0.00011494332,0.006641636],"study_design_scores_gemma":[0.0014232043,0.0023671247,0.011493835,0.0005472041,0.00006459186,0.000028702749,0.0000016412423,0.006710651,0.97686344,0.000008962683,0.00031696097,0.00017365451],"about_ca_topic_score_codex":2.996193e-7,"about_ca_topic_score_gemma":3.7281e-8,"teacher_disagreement_score":0.013616292,"about_ca_system_score_codex":0.000022442968,"about_ca_system_score_gemma":0.000009216559,"threshold_uncertainty_score":0.31289455},"labels":[],"label_agreement":null},{"id":"W2911669920","doi":"10.1002/cjce.23465","title":"Effective sapphire repellency treatment to reduce fouling of a focused beam reflectance measurement (FBRM) probe in bituminous systems","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Coanda Research and Development Corporation (Canada); University of Saskatchewan; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Fouling; Reflectivity; Asphalt; Sapphire; Materials science; Breakage; Chord (peer-to-peer); Environmental science; Biological system; Composite material; Optics; Chemistry; Computer science; Biology","score_opus":0.011523604473123616,"score_gpt":0.19687135904841452,"score_spread":0.1853477545752909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911669920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518794,0.0018613928,0.0016191986,0.00006852374,0.00045330552,0.00051848596,0.0000047513727,0.000013104737,0.00027330604],"genre_scores_gemma":[0.99964076,0.000015584328,0.00020926558,0.00000462726,0.00007967154,0.000019681464,6.5528377e-7,0.000027238098,0.0000025177974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990129,0.000009349397,0.00040422872,0.00008987579,0.00021024104,0.0002734456],"domain_scores_gemma":[0.99940675,0.000068834124,0.000055027238,0.00014572513,0.00010946333,0.00021422276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029151025,0.00014748833,0.00028799492,0.00020642673,0.000014594699,0.00002063458,0.00015443112,0.00006493476,0.0000029186006],"category_scores_gemma":[0.000088217756,0.00011916808,0.00007136994,0.0002530396,0.000009877221,0.00006889992,0.0000032110747,0.00019473111,0.000002763714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015586927,0.000011041678,0.00020056599,0.00013277594,0.000067290435,0.000011795398,0.0010120712,0.46636727,0.5309899,0.000086729764,0.000012780454,0.0010922113],"study_design_scores_gemma":[0.0013746012,0.00038687806,0.001827996,0.0023672231,0.00006650416,0.00007919213,0.000041300045,0.07147614,0.9212797,0.00004849705,0.00069331226,0.0003586324],"about_ca_topic_score_codex":0.0009291376,"about_ca_topic_score_gemma":0.00030037962,"teacher_disagreement_score":0.39489114,"about_ca_system_score_codex":0.0010937841,"about_ca_system_score_gemma":0.00016578377,"threshold_uncertainty_score":0.48595333},"labels":[],"label_agreement":null},{"id":"W2912489466","doi":"10.1049/iet-epa.2018.5799","title":"Thermal analysis of power transformers under unbalanced supply voltage","year":2019,"lang":"en","type":"article","venue":"IET Electric Power Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transformer; Electrical engineering; Voltage; Switched-mode power supply; Engineering; Electronic engineering; Computer science","score_opus":0.0034405312853980313,"score_gpt":0.20322623128082826,"score_spread":0.19978569999543022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912489466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6328112,0.0006932837,0.3284053,0.00006444684,0.00010849192,0.00078102195,0.00014864042,0.000200883,0.03678674],"genre_scores_gemma":[0.9991689,0.00025742032,0.00009702106,0.00007149915,0.000009795084,0.00013365102,0.00014339096,0.000034647175,0.00008368445],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988557,0.000008287662,0.0003552792,0.00022341538,0.00022261699,0.00033470787],"domain_scores_gemma":[0.99937224,0.0000974518,0.000046867743,0.000328034,0.000075309785,0.00008010349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093852505,0.00018120506,0.0003035606,0.0004410458,0.00003833698,0.000016445307,0.00019403873,0.00011006259,0.0006107513],"category_scores_gemma":[0.000002666542,0.00018481794,0.00020250755,0.0022687828,0.000021972237,0.00014237293,0.0000045650154,0.0001586232,0.00010319051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000378625,0.00037485475,0.014448299,0.00007582201,0.0032883242,6.561964e-7,0.00084118644,0.21425861,0.7276629,0.024106946,0.00073399517,0.014170527],"study_design_scores_gemma":[0.0014224121,0.00022903708,0.7652832,0.000021837923,0.0014679659,0.0000016927552,0.00013808926,0.15501232,0.05128645,0.0010249119,0.02313361,0.0009784374],"about_ca_topic_score_codex":0.000018683295,"about_ca_topic_score_gemma":0.0000074782843,"teacher_disagreement_score":0.75083494,"about_ca_system_score_codex":0.000073813026,"about_ca_system_score_gemma":0.000036150024,"threshold_uncertainty_score":0.7536657},"labels":[],"label_agreement":null},{"id":"W2912629316","doi":"10.3390/en12030368","title":"Regeneration of Transformer Insulating Fluids Using Membrane Separation Technology","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Membrane; Transformer oil; Materials science; Filtration (mathematics); Membrane technology; Chromatography; Fourier transform infrared spectroscopy; Chemical engineering; Chemistry; Transformer","score_opus":0.008559501827966696,"score_gpt":0.23086771585056384,"score_spread":0.22230821402259715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912629316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761386,0.00039357148,0.019010438,0.000023373972,0.0003131498,0.00010870095,0.0000055000505,0.00012858803,0.0038780703],"genre_scores_gemma":[0.99701464,0.00017139381,0.002696091,0.000004855517,0.000033756674,0.000005388531,0.000027388242,0.000019368052,0.00002712996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944276,0.000006089583,0.00023537577,0.00009029987,0.000101962316,0.00012354054],"domain_scores_gemma":[0.99978465,0.000018845647,0.000023817634,0.00011496364,0.00004360365,0.000014150682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057220095,0.000094455325,0.00013361312,0.00017843078,0.000033646058,0.000011302362,0.0000512508,0.000099078854,0.00003309403],"category_scores_gemma":[0.0000072004564,0.0000974975,0.000032567437,0.0002535528,0.000017870236,0.00024451184,0.0000027319777,0.000059467737,0.0000075268026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018681909,0.00000399987,0.00074201135,0.00003338223,0.0000108225995,9.4213235e-8,0.00012176376,0.4626744,0.5318085,0.0033602891,0.0000036320475,0.0012392495],"study_design_scores_gemma":[0.00018388372,0.000025145087,0.00057167775,0.00003293016,0.000010647656,0.000001449369,0.00004675735,0.32254285,0.675742,0.00019570187,0.0005571826,0.00008979637],"about_ca_topic_score_codex":0.000018652045,"about_ca_topic_score_gemma":0.000011164879,"teacher_disagreement_score":0.1439335,"about_ca_system_score_codex":0.000029054196,"about_ca_system_score_gemma":0.000011238436,"threshold_uncertainty_score":0.39758325},"labels":[],"label_agreement":null},{"id":"W2912706120","doi":"10.1109/ichve.2018.8642183","title":"Experience with ISO-Paraffinic Insulating Oil for Power Transformers","year":2018,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Transformer oil; Transformer; Dissipation factor; Petroleum engineering; Service life; Environmental science; Materials science; Diesel fuel; Pulp and paper industry; Composite material; Waste management; Dielectric; Electrical engineering; Engineering; Voltage","score_opus":0.010839722831529381,"score_gpt":0.23175433410144924,"score_spread":0.22091461126991987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912706120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70219785,0.000048822927,0.21939392,0.000045014924,0.00027836364,0.00012032459,0.000009129065,0.00024120751,0.07766538],"genre_scores_gemma":[0.9954717,0.000036345293,0.0041099857,0.00009399621,0.00005924091,0.000060881746,0.000008182339,0.000032736905,0.00012689046],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992973,0.0000022191978,0.0001810669,0.00014035108,0.000104788596,0.00027422467],"domain_scores_gemma":[0.99971116,0.00005201829,0.0000117966465,0.0001005374,0.000060446335,0.00006402418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051162515,0.00013155644,0.00010803443,0.000051787832,0.00008603848,0.00003086199,0.00007466783,0.000051177085,0.00016802133],"category_scores_gemma":[0.00001075807,0.00010777706,0.000036723617,0.00014737558,0.00005600027,0.00025076044,0.0000022328293,0.000049715516,0.000024719211],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097225857,0.00058985205,0.020406097,0.0010536219,0.00090407656,0.000013242151,0.090420574,0.036763277,0.18404332,0.05015522,0.0061038136,0.6085746],"study_design_scores_gemma":[0.0063211923,0.002560155,0.024530733,0.00036564918,0.00010463584,0.000025592522,0.0028201197,0.51844466,0.2722287,0.0005476529,0.16976222,0.002288716],"about_ca_topic_score_codex":0.0000088619445,"about_ca_topic_score_gemma":0.00004148694,"teacher_disagreement_score":0.6062859,"about_ca_system_score_codex":0.000024702897,"about_ca_system_score_gemma":0.000013974541,"threshold_uncertainty_score":0.4395021},"labels":[],"label_agreement":null},{"id":"W2922007470","doi":"10.1109/sdpc.2018.8664949","title":"Cuckoo Search Optimized NN-Based Fault Diagnosis Approach for Power Transformer PHM","year":2018,"lang":"en","type":"article","venue":"2018 International Conference on Sensing,Diagnostics, Prognostics, and Control (SDPC)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Cuckoo search; Particle swarm optimization; Artificial neural network; Transformer; Backpropagation; Computer science; Dissolved gas analysis; Reliability engineering; Fault (geology); Engineering; Genetic algorithm; Cuckoo; Machine learning; Data mining; Voltage","score_opus":0.028368375227344204,"score_gpt":0.25913304866103815,"score_spread":0.23076467343369395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922007470","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026344817,0.0006908412,0.93173397,0.0023301258,0.0046683145,0.003203972,0.002023009,0.00055727863,0.028447688],"genre_scores_gemma":[0.9806362,0.0024611815,0.013898778,0.0011783198,0.00086186273,0.00020431579,0.0005275048,0.00013310973,0.00009877609],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966904,0.00007620098,0.0008345456,0.0007835358,0.00073045597,0.00088485517],"domain_scores_gemma":[0.9959307,0.001680925,0.00013662109,0.00039172755,0.0014826717,0.00037740514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048750604,0.0006681021,0.00066461944,0.00040400747,0.00027761504,0.00043148772,0.00041016634,0.00037037727,0.00030915678],"category_scores_gemma":[0.0012002591,0.0006659913,0.00023802042,0.00016181078,0.00053049566,0.00028884847,0.000022225744,0.00044181495,0.00008218592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012075262,0.009039845,0.04690758,0.0024482296,0.009922272,0.0002643371,0.0138460845,0.079522625,0.0134154055,0.22821672,0.15995006,0.42439157],"study_design_scores_gemma":[0.008060132,0.0014154228,0.0030747897,0.00032268013,0.00030952808,0.000012305651,0.00025345472,0.9533439,0.009008534,0.0013010872,0.021737073,0.0011610828],"about_ca_topic_score_codex":0.00007879039,"about_ca_topic_score_gemma":0.000045024077,"teacher_disagreement_score":0.95429134,"about_ca_system_score_codex":0.00016078423,"about_ca_system_score_gemma":0.00015658236,"threshold_uncertainty_score":0.99957913},"labels":[],"label_agreement":null},{"id":"W2945639261","doi":"10.1007/s00202-019-00785-x","title":"Evaluation of transformer health condition using reduced number of tests","year":2019,"lang":"en","type":"article","venue":"Electrical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer; Reliability engineering; Distribution transformer; Transformer oil; Engineering; Mathematics; Electronic engineering; Computer science; Voltage; Electrical engineering","score_opus":0.01639846696228714,"score_gpt":0.28555566739573546,"score_spread":0.2691572004334483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945639261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96349865,0.00039546462,0.034541097,0.000008807399,0.00019953202,0.00029313497,0.000008596864,0.000058450405,0.0009962858],"genre_scores_gemma":[0.9988662,0.000058425034,0.0010004307,0.0000038428193,0.000021644413,0.000006277021,0.000017259008,0.000024273782,0.0000016196881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989935,0.000014786708,0.00032695575,0.00008890298,0.00038194505,0.00019389721],"domain_scores_gemma":[0.9996506,0.000055454504,0.000037345508,0.00009229794,0.000117490454,0.000046805137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750417,0.00010041388,0.00020418636,0.00011368579,0.000009331165,0.0000038592484,0.00004644302,0.00005942064,0.00008308571],"category_scores_gemma":[0.00004453292,0.0001104076,0.0000532311,0.0003572038,0.0000052347154,0.00012425204,0.000001307072,0.0001043733,0.0000064764804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031529491,0.000027495957,0.00044532205,0.000154274,0.000047300397,7.270193e-8,0.00011418467,0.6113849,0.37714761,0.00073282915,0.000012487901,0.009930345],"study_design_scores_gemma":[0.0004452254,0.000048957194,0.008730032,0.00008620023,0.00003912678,0.0000034126665,0.0000025157037,0.884855,0.10552941,0.00010219681,0.000053574786,0.000104373765],"about_ca_topic_score_codex":0.000016437189,"about_ca_topic_score_gemma":5.9940044e-7,"teacher_disagreement_score":0.27347004,"about_ca_system_score_codex":0.00017020325,"about_ca_system_score_gemma":0.00006839831,"threshold_uncertainty_score":0.4502291},"labels":[],"label_agreement":null},{"id":"W2945871077","doi":"10.1109/gtdasia.2019.8715957","title":"Transformer Asset Life Extension – When, Why and How to Apply Continuous Condition Monitoring Systems","year":2019,"lang":"en","type":"article","venue":"2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Life extension; Reliability engineering; Transformer; Risk analysis (engineering); Asset management; Condition monitoring; Computer science; Asset (computer security); Reliability (semiconductor); Business; Engineering; Finance; Computer security; Power (physics); Electrical engineering","score_opus":0.014672970945312518,"score_gpt":0.23470746944165613,"score_spread":0.2200344984963436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945871077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92155427,0.00061297644,0.058973353,0.0019366711,0.0032861617,0.0009272055,0.00028876754,0.0001759107,0.012244672],"genre_scores_gemma":[0.9976982,0.0009781725,0.00021678314,0.00012615488,0.0002614334,0.00007450368,0.00027945716,0.000031066294,0.00033425086],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99871606,0.00003083899,0.00029193287,0.00034046127,0.00036168462,0.00025901676],"domain_scores_gemma":[0.9992919,0.000058929665,0.000063905085,0.0001333781,0.00024712778,0.00020476052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015872861,0.00026262485,0.00029604908,0.00022567825,0.000097441996,0.00043614133,0.00011964151,0.0001451355,0.00011244761],"category_scores_gemma":[0.000015095536,0.00026485094,0.000057422123,0.0000758406,0.000034647826,0.0008280131,0.000009290416,0.00017752349,0.000064456566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005535257,0.00022047095,0.021106347,0.00070627226,0.00069125585,0.000024077379,0.0033991386,0.0042059007,0.8571003,0.021344459,0.06425267,0.026395606],"study_design_scores_gemma":[0.017010627,0.0029829259,0.28266138,0.005574978,0.00063630467,0.0004493935,0.009473496,0.26396036,0.17667495,0.0039850604,0.23106572,0.0055248043],"about_ca_topic_score_codex":0.000036779857,"about_ca_topic_score_gemma":0.0000053632116,"teacher_disagreement_score":0.68042535,"about_ca_system_score_codex":0.00004846284,"about_ca_system_score_gemma":0.00002058464,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W2949622016","doi":"10.1002/tee.22916","title":"An optimized GRNN‐enabled approach for power transformer fault diagnosis","year":2019,"lang":"en","type":"article","venue":"IEEJ Transactions on Electrical and Electronic Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Jiangxi Provincial Department of Science and Technology; National Natural Science Foundation of China; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Particle swarm optimization; Cuckoo search; Smoothing; Transformer; Computer science; Artificial neural network; Fault (geology); Data mining; Convergence (economics); Artificial intelligence; Machine learning; Engineering; Voltage","score_opus":0.004025274730450484,"score_gpt":0.19188856435244794,"score_spread":0.18786328962199747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949622016","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08536178,0.00069541455,0.91192096,0.000045534445,0.00017676399,0.0007672406,0.000026267282,0.00042225112,0.0005837542],"genre_scores_gemma":[0.99472094,0.0014223154,0.0030918852,0.000048385642,0.000036726356,0.0005027591,0.00003939105,0.0000903554,0.000047237794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99834645,0.000010536061,0.00029034828,0.0003537111,0.00017053196,0.00082840153],"domain_scores_gemma":[0.9994316,0.00015009937,0.000014404502,0.00019117206,0.000036623926,0.00017606087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012970742,0.00032476994,0.00032969427,0.000249838,0.00009776916,0.00006186052,0.00012870664,0.00019254322,0.000069438516],"category_scores_gemma":[0.0000049873265,0.00032135597,0.00014857072,0.0003931558,0.000011354956,0.00032746902,3.796934e-7,0.00046705143,0.00000788918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094922536,0.00020311779,0.00002435558,0.00009977226,0.00015858267,3.9879615e-7,0.000110044704,0.97357243,0.010947854,0.0012811867,0.000027418982,0.013479893],"study_design_scores_gemma":[0.0017038254,0.0008227573,0.00020015605,0.000020023077,0.00008051323,0.000009277027,0.000010683015,0.97368526,0.019395906,0.000106214844,0.003487196,0.0004781764],"about_ca_topic_score_codex":0.000006859009,"about_ca_topic_score_gemma":0.0000017467379,"teacher_disagreement_score":0.90935916,"about_ca_system_score_codex":0.00016261831,"about_ca_system_score_gemma":0.000030569292,"threshold_uncertainty_score":0.9999238},"labels":[],"label_agreement":null},{"id":"W2960944079","doi":"10.3390/en12142694","title":"Application of Machine Learning in Transformer Health Index Prediction","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; École de Technologie Supérieure","funders":"","keywords":"Transformer; Reliability engineering; Test set; Computer science; Transformer oil; Machine learning; Engineering; Voltage; Artificial intelligence; Data mining; Electrical engineering","score_opus":0.003880417165315889,"score_gpt":0.1988577170019985,"score_spread":0.1949772998366826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960944079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633835,0.00068492995,0.03256161,0.000054447915,0.00013437931,0.0001495225,0.000011940304,0.00010442655,0.0029152536],"genre_scores_gemma":[0.9991247,0.0006654029,0.00008204807,0.000009429138,0.000011923727,0.000012909383,0.000058735564,0.000011216015,0.000023650704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959046,0.000007139236,0.00017230942,0.00006211893,0.000074391464,0.00009357881],"domain_scores_gemma":[0.9998832,0.000018380162,0.000017647173,0.000056386845,0.000008865061,0.00001553182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007823434,0.000054371398,0.0000937081,0.000093167844,0.000010407586,0.000003611155,0.00003147411,0.000033717548,0.000014165197],"category_scores_gemma":[0.00000241676,0.000055962242,0.000017915225,0.00012372827,0.000005970153,0.00010373702,0.0000012432132,0.000082985185,0.0000058774267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004431796,0.000011016742,0.09821693,0.00008100444,0.000005638012,3.0423355e-8,0.00053123705,0.8729568,0.0070098205,0.00077810825,0.000010470826,0.020394491],"study_design_scores_gemma":[0.00041273923,0.00006187239,0.24713933,0.00004142346,0.0000021392752,3.9926124e-7,0.000070607886,0.7353126,0.008992898,0.00014377953,0.00774676,0.00007545365],"about_ca_topic_score_codex":0.00022484205,"about_ca_topic_score_gemma":0.00008538075,"teacher_disagreement_score":0.14892241,"about_ca_system_score_codex":0.00003261457,"about_ca_system_score_gemma":0.000009492188,"threshold_uncertainty_score":0.2282074},"labels":[],"label_agreement":null},{"id":"W2962729224","doi":"10.1109/icdl.2019.8796546","title":"Investigation of the Total Flow Rates in Oil Natural Transformer Retrofilling Scenarios","year":2019,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cargill (Canada)","funders":"University of Manchester","keywords":"Transformer; Petroleum engineering; Computer science; Environmental science; Electrical engineering; Engineering; Voltage","score_opus":0.00674450407766018,"score_gpt":0.18694095681436348,"score_spread":0.18019645273670332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962729224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942597,0.00012163379,0.00048425898,0.00012107975,0.00053711527,0.0000859933,0.0000041362464,0.000029862487,0.004356178],"genre_scores_gemma":[0.9993433,0.000057387966,0.00040132034,0.000025280262,0.00001381433,0.0000034116883,0.000010612675,0.0000106334055,0.00013426322],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995205,0.000007677275,0.00018298838,0.0000673331,0.00010515194,0.00011637653],"domain_scores_gemma":[0.99982995,0.000035459467,0.000011539099,0.00008694065,0.000019155035,0.000016985043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000698471,0.0000739125,0.000088669214,0.000048436377,0.000012546055,0.000009286743,0.000059124934,0.000047760954,0.000056276996],"category_scores_gemma":[0.000008301989,0.000052620802,0.000041422452,0.0001852765,0.000015109183,0.00021126606,0.0000022543284,0.00012420357,0.000011774358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014156689,0.0000100786265,0.08693005,0.0002608273,0.00003140873,2.9873988e-7,0.001652434,0.36072394,0.54016083,0.0015282887,0.000078842044,0.008608832],"study_design_scores_gemma":[0.00037413626,0.000011987147,0.14813326,0.00010147301,0.0000053702024,8.239982e-7,0.000036301946,0.686153,0.1648091,0.00022134164,0.000049405662,0.000103827115],"about_ca_topic_score_codex":0.00003847412,"about_ca_topic_score_gemma":0.000041265437,"teacher_disagreement_score":0.37535176,"about_ca_system_score_codex":0.00002899665,"about_ca_system_score_gemma":0.0000140263055,"threshold_uncertainty_score":0.2145814},"labels":[],"label_agreement":null},{"id":"W2966929892","doi":"10.1109/icdl.2019.8796671","title":"Preliminary Studies On Soluble and Colloidal Decomposition Products In Ester Filled Transformers","year":2019,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Degradation (telecommunications); Chemical engineering; Colloid; Transformer oil; Accelerated aging; Materials science; Chemistry; Pulp and paper industry; Composite material; Organic chemistry; Transformer","score_opus":0.01239442302945024,"score_gpt":0.24082505722264178,"score_spread":0.22843063419319154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966929892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916497,0.0003521614,0.0001549679,0.00019606718,0.00040969547,0.00049817783,0.0000022211564,0.00005923651,0.0066777784],"genre_scores_gemma":[0.99908173,0.00040097846,0.00026097233,0.000046491186,0.000014141833,0.000025499678,0.00001066057,0.000012861193,0.00014668274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951786,0.000005723859,0.00015142985,0.00012272305,0.000070188675,0.00013209478],"domain_scores_gemma":[0.9998408,0.000056329874,0.000007064345,0.000055104305,0.00001811148,0.000022585371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006792675,0.000094346964,0.00012164999,0.0000827443,0.000017754517,0.000013302811,0.000022126502,0.000037398557,0.000018679335],"category_scores_gemma":[0.000006151635,0.000083982326,0.000013530728,0.000085938475,0.000010957872,0.00016910092,0.000003372274,0.00006151264,0.000023435747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016967729,0.0011815422,0.052348122,0.008502378,0.0007643422,0.000039592025,0.030987766,0.4088942,0.45024163,0.00643398,0.0076749064,0.031234747],"study_design_scores_gemma":[0.008560565,0.0031218124,0.1344089,0.0024100654,0.00009546135,0.000021248117,0.0019206132,0.15236363,0.6928757,0.00068289647,0.0020464354,0.0014926714],"about_ca_topic_score_codex":0.0000034068241,"about_ca_topic_score_gemma":0.000023132792,"teacher_disagreement_score":0.25653058,"about_ca_system_score_codex":0.00003487568,"about_ca_system_score_gemma":0.0000068130485,"threshold_uncertainty_score":0.34247},"labels":[],"label_agreement":null},{"id":"W2968710538","doi":"10.1109/icdl.2019.8796825","title":"Moisture Detection in Transformer Oil Impregnated Paper Using High-Frequency Depolarization Current Measurements","year":2019,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Depolarization; Moisture; Transformer; Materials science; Water content; Voltage; Resistive touchscreen; Waveform; Transformer oil; Environmental science; Electrical engineering; Electronic engineering; Composite material; Engineering; Geotechnical engineering","score_opus":0.014395435045616118,"score_gpt":0.21851141654243167,"score_spread":0.20411598149681556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968710538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319924,0.0005079129,0.061745707,0.00000959916,0.0011296117,0.0001989352,0.000006421957,0.00014788164,0.004261494],"genre_scores_gemma":[0.99920493,0.00027255452,0.00038644782,0.000015967364,0.00002665967,0.0000111206755,0.000042206197,0.000030035888,0.000010097279],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991397,0.000014435829,0.00026849593,0.0001536167,0.00020244555,0.00022126523],"domain_scores_gemma":[0.9997714,0.00000948547,0.000017825423,0.0001100889,0.000048655907,0.00004254176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083094135,0.00015046177,0.00012408578,0.00014327053,0.000028905573,0.000028043822,0.000058325095,0.000108520624,0.00010232698],"category_scores_gemma":[0.0000054902193,0.00014713296,0.000031492415,0.0002932454,0.000005435337,0.0005031903,0.000001943073,0.00016540267,0.000029376184],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006405367,0.00005022595,0.016663708,0.00012837499,0.000022529955,3.5207677e-7,0.00012353799,0.030018965,0.87061286,0.00011564144,0.0000015640852,0.08225585],"study_design_scores_gemma":[0.0043905363,0.00010839402,0.20732918,0.00054232916,0.00009653712,0.000005476633,0.00004118719,0.3964852,0.38864803,0.0006332776,0.000668403,0.0010514243],"about_ca_topic_score_codex":0.0003534704,"about_ca_topic_score_gemma":0.00079063314,"teacher_disagreement_score":0.4819648,"about_ca_system_score_codex":0.00018242002,"about_ca_system_score_gemma":0.000017626964,"threshold_uncertainty_score":0.59999084},"labels":[],"label_agreement":null},{"id":"W2980816372","doi":"10.3390/en12203969","title":"Methanol Marker for the Detection of Insulating Paper Degradation in Transformer Insulating Oil","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Hydro-Québec","funders":"Hydro-Québec","keywords":"Methanol; Electrical insulation paper; Materials science; Transformer; Cellulose; Cellulosic ethanol; Transformer oil; Forensic engineering; Analytical Chemistry (journal); Composite material; Chromatography; Chemistry; Electrical engineering; Engineering; Organic chemistry; Voltage","score_opus":0.00820220388146324,"score_gpt":0.2074694963955143,"score_spread":0.19926729251405106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980816372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98038864,0.00068678916,0.016069934,0.000031767693,0.0003715209,0.00015882813,0.0000076471415,0.00005220196,0.002232647],"genre_scores_gemma":[0.9987885,0.00032126054,0.00069179724,0.000014566118,0.000031702846,0.000060851427,0.00001246338,0.000025132398,0.000053759133],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933916,0.000013223272,0.00028621644,0.00009614307,0.000110421184,0.00015481543],"domain_scores_gemma":[0.9994617,0.00034540234,0.00003445395,0.00011131439,0.000034752622,0.000012343098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065996,0.00010388498,0.00012671812,0.00009622273,0.00003820577,0.000016010605,0.000065004286,0.00006691102,0.000020999834],"category_scores_gemma":[0.000043996508,0.000083198334,0.00005758426,0.00019992531,0.000012574679,0.00029583275,0.0000032274347,0.000082757826,0.0000017651054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019438232,0.000010276184,0.004028519,0.00013798306,0.000032662745,6.115809e-8,0.0006642688,0.39084423,0.43694317,0.0006178391,0.0000017049374,0.16669986],"study_design_scores_gemma":[0.0010859687,0.00005970848,0.17446153,0.0001466811,0.00003690409,9.720733e-7,0.00048337915,0.5599439,0.25834996,0.000444066,0.0047311857,0.00025573932],"about_ca_topic_score_codex":0.000103194565,"about_ca_topic_score_gemma":0.00014765696,"teacher_disagreement_score":0.17859322,"about_ca_system_score_codex":0.000034361667,"about_ca_system_score_gemma":0.000008704751,"threshold_uncertainty_score":0.33927295},"labels":[],"label_agreement":null},{"id":"W2987825119","doi":"10.1109/upec.2019.8893599","title":"An Alternative Measurement Approach to Sweep Frequency Response Analysis (SFRA) for Power Transformers Fault Diagnosis","year":2019,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sweep frequency response analysis; Electromagnetic coil; Transformer; Current transformer; Electronic engineering; Distribution transformer; Electrical engineering; Electrical impedance; Engineering; Amplifier; Frequency response; Lock-in amplifier; Voltage; Linear variable differential transformer; CMOS","score_opus":0.019474612108862678,"score_gpt":0.24534307472849345,"score_spread":0.22586846261963078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987825119","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46107787,0.00006016149,0.52602136,0.0001054102,0.00021277316,0.0009489072,0.00009595139,0.00013430827,0.011343272],"genre_scores_gemma":[0.99245596,0.00004523227,0.0067204195,0.0001604121,0.000024351157,0.00045058702,0.000064586704,0.00004514653,0.000033297903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984529,0.00003641694,0.00033485348,0.00035366413,0.0004394815,0.00038268347],"domain_scores_gemma":[0.9991721,0.00011920637,0.000021714219,0.00028633088,0.00019349661,0.0002071441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061241677,0.00024123082,0.0003076125,0.00042921834,0.00005257659,0.00006343908,0.00020621912,0.000092932845,0.00018492635],"category_scores_gemma":[0.000044629112,0.00022499348,0.00022488355,0.0006231196,0.000011391853,0.00033853657,0.0000036806812,0.000092084396,0.000047928654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007118892,0.0008590808,0.020005727,0.00018519803,0.004029229,0.0000018210903,0.008310006,0.8998045,0.0456547,0.00620981,0.0011189226,0.013109128],"study_design_scores_gemma":[0.003422245,0.0019883346,0.1879739,0.00007344353,0.0013745484,0.0000012536879,0.0014052165,0.70477116,0.082584,0.0008373261,0.013598715,0.001969839],"about_ca_topic_score_codex":0.00013809383,"about_ca_topic_score_gemma":0.000084722655,"teacher_disagreement_score":0.5313781,"about_ca_system_score_codex":0.00022648429,"about_ca_system_score_gemma":0.000025253396,"threshold_uncertainty_score":0.9174968},"labels":[],"label_agreement":null},{"id":"W2987912440","doi":"","title":"Análisis de la Eficiencia en la Disipación de Calor de la Bobina de Baja Tensión de un Transformador de Potencia Funcionando en Modo ONAN/ONAF","year":2019,"lang":"es","type":"article","venue":"Mecánica Computacional (Asociación Argentina de Mecánica Computacional)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.002822624218731422,"score_gpt":0.22561058777116907,"score_spread":0.22278796355243766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987912440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76550514,0.0027359372,0.22286916,0.0021219729,0.000504053,0.0010951691,0.0007874536,0.000658514,0.0037225825],"genre_scores_gemma":[0.9568038,0.0030025924,0.036661524,0.0012536629,0.00090586714,0.0001874932,0.00051179715,0.0004862458,0.00018703229],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9857436,0.0039945897,0.002111688,0.0017953853,0.0020039324,0.0043508513],"domain_scores_gemma":[0.9870977,0.008890986,0.0005565249,0.0010139301,0.0005328125,0.0019080783],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00875115,0.0019351417,0.0019982622,0.0008617633,0.0010779001,0.0008369797,0.002157755,0.0024753304,0.0005710844],"category_scores_gemma":[0.0011305152,0.0022124352,0.001954371,0.0015220518,0.0006085128,0.00073961,0.0005176355,0.0034729359,0.000289761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010055071,0.004125481,0.1567354,0.0016103438,0.002607093,0.0012698543,0.015167704,0.51736665,0.041381184,0.24409358,0.0036893417,0.010947853],"study_design_scores_gemma":[0.004331369,0.0003000431,0.41945705,0.00084929226,0.00084280164,0.0017385279,0.00038174147,0.49431917,0.0023269313,0.018450525,0.05486104,0.0021414978],"about_ca_topic_score_codex":0.00036608978,"about_ca_topic_score_gemma":0.000020428757,"teacher_disagreement_score":0.26272166,"about_ca_system_score_codex":0.0055636303,"about_ca_system_score_gemma":0.0039609424,"threshold_uncertainty_score":0.9993392},"labels":[],"label_agreement":null},{"id":"W2990891181","doi":"10.1007/978-3-030-31676-1_58","title":"Mineral Oil and Ester Based Oil/Paper Insulation Decaying Assessment by FTIR Measurements","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Kraft paper; Fourier transform infrared spectroscopy; Cellulose; Materials science; Absorbance; Synthetic oil; Composite material; Forensic engineering; Organic chemistry; Chemical engineering; Chemistry; Base oil; Engineering; Chromatography; Metallurgy","score_opus":0.009165626329373431,"score_gpt":0.2077048643002099,"score_spread":0.19853923797083647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990891181","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019519953,0.020857811,0.8094159,0.0006297486,0.0032692507,0.0007097183,0.0001240272,0.0013579946,0.14411561],"genre_scores_gemma":[0.9901451,0.0010414363,0.0064585255,0.000277724,0.00022259497,0.000042462052,0.00037808227,0.00032476717,0.0011093456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982294,0.000009217875,0.0004693899,0.0003977241,0.00042142617,0.0004728591],"domain_scores_gemma":[0.9992688,0.0002988424,0.00005014304,0.00022222524,0.000048690126,0.00011131971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001355344,0.0005513992,0.0004758943,0.00038358534,0.000031902615,0.00007556198,0.00012283456,0.00056831504,0.000040742638],"category_scores_gemma":[0.00007005968,0.00058457284,0.000094889074,0.00014260283,0.000012340195,0.00016671771,0.000015593376,0.0009032729,0.0000071474383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015667847,0.000029413255,0.0004222879,0.00053645886,0.00013491274,0.0000084426965,0.000045103752,0.7970221,0.056310665,0.0006708173,0.00007680807,0.14472732],"study_design_scores_gemma":[0.0012497113,0.000097986536,0.001837741,0.0006600435,0.00010226532,0.000005849898,1.0907574e-7,0.97020185,0.0015502616,0.0003383376,0.022825718,0.0011301405],"about_ca_topic_score_codex":0.00000958891,"about_ca_topic_score_gemma":0.000009907601,"teacher_disagreement_score":0.9706251,"about_ca_system_score_codex":0.00047953185,"about_ca_system_score_gemma":0.000052583506,"threshold_uncertainty_score":0.99966055},"labels":[],"label_agreement":null},{"id":"W2999529479","doi":"10.1016/j.polymertesting.2020.106358","title":"Changes in mechanical properties of impregnated Nomex papers 410 and 910 during accelerated aging","year":2020,"lang":"en","type":"article","venue":"Polymer Testing","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Hydro-Québec","funders":"","keywords":"Aramid; Ultimate tensile strength; Composite material; Materials science; Cellulose; Chemical engineering; Fiber","score_opus":0.03755434170797403,"score_gpt":0.20588137422822436,"score_spread":0.16832703252025033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999529479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997238,0.0016500732,0.000037942897,0.0002141715,0.000043958364,0.000103882056,0.000004086775,0.00015630551,0.00055157574],"genre_scores_gemma":[0.99967337,0.0000849743,0.00012328546,0.00004350419,0.000034191125,0.0000097248585,0.0000026433827,0.00002610619,0.0000022204963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993702,0.000009853112,0.00020059569,0.0001356414,0.00008034286,0.00020333381],"domain_scores_gemma":[0.9997915,0.000045318673,0.000025489217,0.00005153433,0.000020394513,0.00006574359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044529177,0.00011653127,0.00015584762,0.00006987857,0.000032049098,0.00002079812,0.000059136477,0.000045704535,0.000010259173],"category_scores_gemma":[0.00010343119,0.00011464239,0.00001256322,0.0002962338,0.000017493332,0.000100632686,0.000024008761,0.00012545021,9.89729e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047959275,0.000006436732,0.005948913,0.0002280184,0.000012711376,0.0000035840849,0.0008184598,0.00056783354,0.9872198,0.000016025622,4.017148e-7,0.005173024],"study_design_scores_gemma":[0.00036199173,0.000027909606,0.019481746,0.00029744412,0.000010416769,0.0000025691156,0.00009496392,0.0955738,0.884,0.0000032924834,0.0000048125753,0.00014106928],"about_ca_topic_score_codex":0.00007132967,"about_ca_topic_score_gemma":0.00002515606,"teacher_disagreement_score":0.10321981,"about_ca_system_score_codex":0.000015096494,"about_ca_system_score_gemma":0.000008074591,"threshold_uncertainty_score":0.4674981},"labels":[],"label_agreement":null},{"id":"W3002438570","doi":"","title":"Modelling the vibration response of disk-type windings in power transformers","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Electromagnetic coil; Transformer; Electrical engineering; Vibration; Acoustics; Engineering; Computer science; Physics; Voltage","score_opus":0.03851287850437184,"score_gpt":0.26450815154708135,"score_spread":0.2259952730427095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002438570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822354,0.00006653911,0.0008122061,0.00009732971,0.00008489496,0.00030060395,0.000007681834,0.000011174543,0.0003960339],"genre_scores_gemma":[0.99912024,0.00017444955,0.00009367291,8.2315216e-7,0.0000058437895,3.5319178e-7,0.0000041213384,0.000007697007,0.00059278647],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992496,0.00007766963,0.0001312582,0.00011742157,0.00024754624,0.00017650136],"domain_scores_gemma":[0.9996191,0.00012276057,0.00002852629,0.000109637476,0.000077313474,0.00004266459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045153525,0.00006864484,0.00012555266,0.00014437833,0.00007709111,0.000017776134,0.0001224395,0.000081278944,0.000016419284],"category_scores_gemma":[0.0000044193084,0.00006297606,0.000034570236,0.00021744217,0.00012970048,0.00027335074,0.00001561226,0.00019674549,0.0000040955797],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019603104,0.00014287553,0.20905496,0.0009734321,0.00014808294,0.000033186392,0.02237685,0.13182925,0.6319389,0.0009706374,0.00014659773,0.00042492527],"study_design_scores_gemma":[0.0017547895,0.00096001365,0.5809539,0.0007246432,0.00003920421,0.000013141383,0.012329648,0.2022613,0.19917344,0.00018068156,0.00122451,0.00038475014],"about_ca_topic_score_codex":0.0004684173,"about_ca_topic_score_gemma":0.000007446253,"teacher_disagreement_score":0.43276545,"about_ca_system_score_codex":0.000035609228,"about_ca_system_score_gemma":0.000027676824,"threshold_uncertainty_score":0.25680894},"labels":[],"label_agreement":null},{"id":"W3002694425","doi":"10.1002/tee.23081","title":"A Hybrid machine‐learning method for oil‐immersed power transformer fault diagnosis","year":2020,"lang":"en","type":"article","venue":"IEEJ Transactions on Electrical and Electronic Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Natural Science Foundation of China","keywords":"Artificial neural network; Cuckoo search; Smoothing; Transformer; Probabilistic neural network; Artificial intelligence; Engineering; Computer science; Machine learning; Algorithm; Pattern recognition (psychology); Particle swarm optimization; Time delay neural network; Voltage","score_opus":0.0063067677430070175,"score_gpt":0.2081412242522687,"score_spread":0.20183445650926168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002694425","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0106066195,0.0018684039,0.98563886,0.0006748612,0.00012315279,0.00024604518,0.000057391913,0.000525392,0.00025927625],"genre_scores_gemma":[0.99367905,0.0032363352,0.0023569537,0.00021531533,0.000056296292,0.00029264519,0.000032202468,0.00009748994,0.00003372103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984054,0.000015689326,0.00031024896,0.00033425464,0.00016798134,0.0007664334],"domain_scores_gemma":[0.9993305,0.00029399816,0.000017451503,0.00008414046,0.000031142117,0.00024271857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000111212874,0.00033463203,0.00032123344,0.00016339071,0.00014789878,0.000048512902,0.000101983576,0.00011576893,0.000055399032],"category_scores_gemma":[0.000028248836,0.0003445646,0.00018662379,0.00037207865,0.000010162367,0.000173256,6.787539e-7,0.00075175497,0.000008485223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001416539,0.000107907654,0.000017453633,0.00022851375,0.00039009578,0.0000044541734,0.0005219648,0.7118782,0.018678972,0.0010401565,0.00011061906,0.26688004],"study_design_scores_gemma":[0.0009493311,0.0006274409,0.000028447377,0.000024702518,0.00010715903,0.000012817454,0.0000053493823,0.8966992,0.042675164,0.00006560252,0.05838728,0.0004175375],"about_ca_topic_score_codex":0.000014097361,"about_ca_topic_score_gemma":0.0000039388206,"teacher_disagreement_score":0.9832819,"about_ca_system_score_codex":0.00016855431,"about_ca_system_score_gemma":0.00003941334,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W3004073470","doi":"10.1109/pesgm40551.2019.8973741","title":"Asset Condition Anomaly Detections by Using Power Quality Data Analytics","year":2019,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Ferroresonance in electricity networks; Troubleshooting; Computer science; Reliability engineering; Circuit breaker; Data quality; Anomaly detection; Electric power system; Power quality; Transformer; Electrical engineering; Power (physics); Engineering; Data mining; Voltage; Operations management","score_opus":0.043637429016514656,"score_gpt":0.2998238823806169,"score_spread":0.2561864533641023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004073470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80583525,0.000052495165,0.17936085,0.000022615506,0.00038917852,0.00011638348,0.0005309986,0.00014340984,0.013548798],"genre_scores_gemma":[0.99852526,0.000023309589,0.00067329966,0.000042960393,0.000015095936,9.716825e-7,0.0006264472,0.000015304879,0.00007736756],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994203,0.000010352617,0.00018762902,0.00013883603,0.000107573505,0.00013533386],"domain_scores_gemma":[0.9994951,0.000051836352,0.000018027424,0.00036374872,0.000028763856,0.000042547075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268395,0.00008332272,0.00009615762,0.0000491197,0.00003490171,0.00004259786,0.00011192272,0.000059096583,0.00051705213],"category_scores_gemma":[0.000016562642,0.00008659881,0.000022203742,0.0001307334,0.0000093011395,0.0004021115,0.000015928304,0.0000786948,0.00009400165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024855317,0.00037350028,0.15592988,0.000308863,0.00081344426,0.000003892534,0.0003417397,0.16787332,0.6008582,0.008229702,0.061132185,0.0041103847],"study_design_scores_gemma":[0.00040010968,0.000035095047,0.048841413,0.000016061605,0.000049755236,0.0000029719324,0.000066814246,0.920694,0.0076369387,0.00017359159,0.021759424,0.0003238273],"about_ca_topic_score_codex":0.00010586053,"about_ca_topic_score_gemma":0.000047024463,"teacher_disagreement_score":0.7528207,"about_ca_system_score_codex":0.000045835874,"about_ca_system_score_gemma":0.000010956142,"threshold_uncertainty_score":0.5661358},"labels":[],"label_agreement":null},{"id":"W3004395199","doi":"10.3390/en13030595","title":"Influence of Aging on Oil Degradation and Gassing Tendency for Mineral oil and Synthetic Ester under Low Energy Discharge Electrical Faults","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Mineral oil; Chemistry; Degradation (telecommunications); Dissolved gas analysis; Partial discharge; Fault (geology); Electric discharge; Turbidity; Chemical engineering; Analytical Chemistry (journal); Environmental chemistry; Organic chemistry; Transformer oil; Voltage; Geology; Electrode","score_opus":0.008142714459575762,"score_gpt":0.20650205354218654,"score_spread":0.19835933908261077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004395199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437207,0.00053872744,0.004484769,0.00029646224,0.000033811888,0.000010517289,0.000008722808,0.00004171972,0.00021318093],"genre_scores_gemma":[0.99874747,0.0006751949,0.00038194202,0.00008519414,0.000035042096,0.000010396986,0.000012807476,0.00001595738,0.000035985395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952006,0.000007454668,0.00014055667,0.00012301987,0.000080314996,0.00012856352],"domain_scores_gemma":[0.9997561,0.000110074194,0.000020432279,0.000047614765,0.000020288797,0.000045499357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026287642,0.00009917238,0.00011062569,0.00005019957,0.00003730388,0.000027025833,0.000032131302,0.000038537524,9.233451e-7],"category_scores_gemma":[0.000035308734,0.000090299865,0.000019255214,0.00007200102,0.000020889165,0.00016322322,0.0000069949165,0.000043073964,2.003898e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003455649,0.000033035594,0.0014033369,0.00043944325,0.00004810501,0.0000013448852,0.0007911185,0.71047443,0.16561343,0.016986353,0.00004656887,0.104128264],"study_design_scores_gemma":[0.001345471,0.0002762031,0.031489685,0.00053361146,0.000084329935,0.0000065040067,0.000099272445,0.800171,0.16273582,0.0007950045,0.0018896915,0.0005733712],"about_ca_topic_score_codex":0.000016405593,"about_ca_topic_score_gemma":0.000007461517,"teacher_disagreement_score":0.1035549,"about_ca_system_score_codex":0.000012148615,"about_ca_system_score_gemma":0.0000073541155,"threshold_uncertainty_score":0.3682322},"labels":[],"label_agreement":null},{"id":"W3013284426","doi":"10.1016/j.heliyon.2020.e03643","title":"Pretreatment of Fuller's earth with nitrogen","year":2020,"lang":"en","type":"article","venue":"Heliyon","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Earth (classical element); Nitrogen; Environmental science; Rare earth; Transformer; Petroleum engineering; Process engineering; Biochemical engineering; Engineering; Earth science; Chemistry; Geology; Mathematics; Electrical engineering","score_opus":0.009090237761187126,"score_gpt":0.18274894429170513,"score_spread":0.17365870653051801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013284426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97985,0.0015807295,0.009473091,0.00010637911,0.000041881933,0.00013505622,0.000022780629,0.00009618191,0.008693906],"genre_scores_gemma":[0.9984959,0.00069719786,0.00071530923,0.000037130125,0.000022897711,0.0000054369143,0.000010197218,0.000011665548,0.0000042883257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972945,0.0000024084297,0.000073002426,0.000052234267,0.0000703104,0.00007256079],"domain_scores_gemma":[0.9998753,0.000008732618,0.000007743025,0.000051413466,0.000012536109,0.000044284934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000008301752,0.00005528957,0.0000693751,0.00001361118,0.000007901929,0.0000042230895,0.000026330914,0.000018541336,0.0000511432],"category_scores_gemma":[0.0000019399588,0.00004560299,0.000017090702,0.00006858041,0.0000067457495,0.000036542206,0.0000016983752,0.000029405306,0.000026932385],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066550693,0.00059565855,0.31066176,0.008164616,0.0020165306,0.00011749441,0.024339935,0.35023442,0.23579171,0.0070962575,0.0019331038,0.058383018],"study_design_scores_gemma":[0.002513641,0.0016370562,0.051626153,0.0005032659,0.00014752138,0.000006330069,0.00014181968,0.031241488,0.8639887,0.00013037134,0.047532123,0.00053153967],"about_ca_topic_score_codex":0.0000020584828,"about_ca_topic_score_gemma":0.0000052132723,"teacher_disagreement_score":0.62819695,"about_ca_system_score_codex":0.0000056860017,"about_ca_system_score_gemma":0.000005000331,"threshold_uncertainty_score":0.18596359},"labels":[],"label_agreement":null},{"id":"W3014222746","doi":"10.3390/en13071735","title":"Two-Layer Ensemble-Based Soft Voting Classifier for Transformer Oil Interfacial Tension Prediction","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Voting; Transformer; Classifier (UML); Transformer oil; Computer science; Test data; Voltage; Artificial intelligence; Pattern recognition (psychology); Engineering","score_opus":0.02619995406865444,"score_gpt":0.22918668419237484,"score_spread":0.2029867301237204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014222746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33850774,0.00033190753,0.65248084,0.0008380972,0.0013046198,0.00016586167,0.000102614336,0.000683072,0.0055852174],"genre_scores_gemma":[0.9977714,0.00005314132,0.0013762608,0.00025680964,0.00033519146,0.00004567397,0.0000884911,0.000043128064,0.000029932402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923456,0.000007745934,0.00023901326,0.00016494426,0.00012739058,0.00022633794],"domain_scores_gemma":[0.99971247,0.000080139915,0.000018759109,0.000063466476,0.000051627158,0.000073516094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057700083,0.00015628713,0.00014673252,0.000054370335,0.00008103019,0.00004053641,0.00006549271,0.00008203291,0.000023134364],"category_scores_gemma":[0.00003638859,0.00015169654,0.000091934366,0.00010315979,0.00001873453,0.0001935653,0.0000030553279,0.0001067782,0.000011465061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080678314,0.000016526821,0.00028773525,0.00019240995,0.000037670452,0.0000010642822,0.00058370834,0.7667816,0.1989989,0.0005109122,0.0015534253,0.03095536],"study_design_scores_gemma":[0.0010804308,0.000095848314,0.00040857345,0.000057718633,0.000040946783,5.6432725e-7,0.00006785962,0.8235421,0.1471686,0.00003955786,0.027311081,0.00018670286],"about_ca_topic_score_codex":0.0000070367846,"about_ca_topic_score_gemma":0.000013283219,"teacher_disagreement_score":0.6592636,"about_ca_system_score_codex":0.000033635733,"about_ca_system_score_gemma":0.000019497642,"threshold_uncertainty_score":0.61860055},"labels":[],"label_agreement":null},{"id":"W3021152520","doi":"10.15676/ijeei.2020.12.1.5","title":"Thermal Performance of Nomex-910 and TUK Insulating Papers in Soyabased Natural Ester Oil","year":2020,"lang":"en","type":"article","venue":"International Journal on Electrical Engineering and Informatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Composite material; Natural (archaeology); Thermal; Polymer science; Geology; Physics; Thermodynamics","score_opus":0.004041318963231711,"score_gpt":0.18031724379830433,"score_spread":0.17627592483507262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021152520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765044,0.00016469278,0.0006150891,0.000112846465,0.00018856721,0.00002332534,0.000003204609,0.000027802578,0.0012140019],"genre_scores_gemma":[0.9983711,0.00067901355,0.00068418443,0.00017398187,0.00007367215,0.0000012976687,0.0000035565415,0.0000110351975,0.000002117455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991707,0.000003455084,0.00038973484,0.000040594477,0.0002527177,0.00014278664],"domain_scores_gemma":[0.99971634,0.00007754649,0.00004688463,0.000026574693,0.000050611896,0.00008202498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092348135,0.000109686975,0.00013072498,0.00015602841,0.000017214898,0.000046573452,0.00008388804,0.000044032047,0.0000057465018],"category_scores_gemma":[0.00009272744,0.00009781889,0.000026764592,0.00011398418,0.000010542023,0.00025136958,0.000010671391,0.00035365167,0.0000013770848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007895179,0.000025618654,0.004304793,0.00017220849,0.00009377852,0.000008849304,0.0016118517,0.84159094,0.013099098,0.0004151323,0.00001804433,0.13858072],"study_design_scores_gemma":[0.00059063715,0.00011780396,0.019864403,0.00010813052,0.0000047197564,0.000019052446,0.000013026092,0.97737056,0.0010611269,0.0000021880783,0.0007377196,0.00011063797],"about_ca_topic_score_codex":7.8875684e-7,"about_ca_topic_score_gemma":1.1141729e-7,"teacher_disagreement_score":0.13847008,"about_ca_system_score_codex":0.00005228145,"about_ca_system_score_gemma":0.000013265103,"threshold_uncertainty_score":0.39889386},"labels":[],"label_agreement":null},{"id":"W3022781061","doi":"10.1049/hve.2019.0291","title":"Influence of ageing on oil degradation and gassing tendency under high‐energy electrical discharge faults for mineral oil and synthetic ester","year":2020,"lang":"en","type":"article","venue":"High Voltage","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Degradation (telecommunications); Mineral; Chemistry; Ageing; Dissolved gas analysis; Pulp and paper industry; Environmental science; Organic chemistry; Transformer oil; Voltage","score_opus":0.008511016703361579,"score_gpt":0.2018128119424574,"score_spread":0.19330179523909582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022781061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96374834,0.00019083836,0.03553847,0.00023590506,0.00005081842,0.000024206958,0.000027592041,0.000047799924,0.0001360632],"genre_scores_gemma":[0.9990585,0.000261932,0.00041111172,0.00011351536,0.000044876564,0.000012452731,0.000030949526,0.000023443135,0.000043224303],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999353,0.000007992243,0.00019212106,0.0001701261,0.00010960025,0.0001671901],"domain_scores_gemma":[0.9996771,0.0001244371,0.000030525345,0.000066784494,0.000026161519,0.000074957374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036685382,0.00012690025,0.00014961204,0.00005854455,0.00004794304,0.000025800407,0.000041577063,0.00006261763,0.000002704131],"category_scores_gemma":[0.000045920176,0.000117514894,0.000022045782,0.00009819949,0.000022618166,0.00017956819,0.000008589703,0.00007044117,7.1558094e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016208302,0.00011894759,0.0023986269,0.001156885,0.00011669808,0.0000150549795,0.00095574616,0.06575302,0.71034634,0.08131664,0.0001516186,0.13750835],"study_design_scores_gemma":[0.0043286486,0.0009007161,0.28838938,0.00084995263,0.00028279456,0.000013367478,0.000057528312,0.5979314,0.09829689,0.0046271896,0.0030381246,0.0012840208],"about_ca_topic_score_codex":0.00005236581,"about_ca_topic_score_gemma":0.000013143092,"teacher_disagreement_score":0.61204946,"about_ca_system_score_codex":0.000019302948,"about_ca_system_score_gemma":0.000007506077,"threshold_uncertainty_score":0.47921184},"labels":[],"label_agreement":null},{"id":"W3024467871","doi":"10.1109/iciot48696.2020.9089647","title":"Machine Learning-based Regression and Classification Models for Oil Assessment of Power Transformers","year":2020,"lang":"en","type":"article","venue":"2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transformer oil; Transformer; Dissipation factor; Computer science; Distribution transformer; Voltage; Engineering; Reliability engineering; Dielectric; Electrical engineering","score_opus":0.05371149128658359,"score_gpt":0.2833743277188025,"score_spread":0.2296628364322189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024467871","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15874957,0.00038668467,0.81260294,0.0072727795,0.00066923164,0.0005350549,0.00025117153,0.0010913806,0.018441172],"genre_scores_gemma":[0.9905403,0.004376509,0.0048181796,0.00009833812,0.000014725502,0.00003512708,0.00009081252,0.000015732066,0.000010238525],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901557,0.0000063540333,0.00046583125,0.00013156366,0.0002214989,0.00015920629],"domain_scores_gemma":[0.99948806,0.000102212405,0.00012406157,0.000088172244,0.00014955556,0.000047943933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013070651,0.0001819634,0.00021675638,0.00016878417,0.00007253284,0.00006842559,0.00018086447,0.00015820947,0.000013371806],"category_scores_gemma":[0.000099768185,0.00016020937,0.000047647914,0.000100405814,0.00009126194,0.00024437447,0.000016294534,0.00027921278,0.000001539696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003956273,0.00017155815,0.0022083488,0.002790668,0.000434979,0.0000029184514,0.0057032886,0.43724337,0.022225784,0.113424584,0.00091509754,0.4144838],"study_design_scores_gemma":[0.00068384333,0.00024173058,0.00013697644,0.00019957246,0.00001719989,7.908406e-7,0.0011624891,0.9893129,0.004731884,0.0014168249,0.0019212678,0.00017451063],"about_ca_topic_score_codex":0.0000042071056,"about_ca_topic_score_gemma":0.0000024565772,"teacher_disagreement_score":0.8317908,"about_ca_system_score_codex":0.00004749492,"about_ca_system_score_gemma":0.000037241207,"threshold_uncertainty_score":0.6533149},"labels":[],"label_agreement":null},{"id":"W3033387172","doi":"10.3390/en13112859","title":"Combined Duval Pentagons: A Simplified Approach","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Pentagon; Centroid; Computer science; Identification (biology); Geometry; Transformer; Algorithm; Artificial intelligence; Theoretical computer science; Mathematics; Engineering; Electrical engineering","score_opus":0.01580218916663185,"score_gpt":0.19403080386694896,"score_spread":0.17822861470031712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033387172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90306854,0.00050152617,0.024076046,0.00044139771,0.0004014654,0.00016926385,0.000025796315,0.000879612,0.07043634],"genre_scores_gemma":[0.99866676,0.00011280876,0.00085977215,0.00016861822,0.00008184806,0.000014660017,0.000052113253,0.000019095654,0.000024318786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959797,0.000004795627,0.00010585872,0.000086692264,0.00008011976,0.0001245513],"domain_scores_gemma":[0.99983305,0.00002245058,0.0000069130865,0.00006914915,0.000009508798,0.000058940182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018514878,0.000085079984,0.00009201705,0.000020956391,0.000027895678,0.000027934197,0.000076321994,0.000032532145,0.000033671007],"category_scores_gemma":[0.0000127556195,0.00008411172,0.000033560635,0.00009487843,0.000012927606,0.00008935503,0.000009566853,0.000062740015,0.000033185024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003225539,0.000053808006,0.0010730998,0.0001583469,0.000101047895,0.0000059735817,0.0020073021,0.92571723,0.022058938,0.029909229,0.015239317,0.0036434259],"study_design_scores_gemma":[0.0018635311,0.00018475423,0.015156921,0.000022866883,0.00005666407,0.0000023806156,0.0005255782,0.8417374,0.05212719,0.0009777352,0.086648814,0.0006961618],"about_ca_topic_score_codex":0.000005379168,"about_ca_topic_score_gemma":5.022248e-7,"teacher_disagreement_score":0.09559822,"about_ca_system_score_codex":0.000008362375,"about_ca_system_score_gemma":0.0000054610055,"threshold_uncertainty_score":0.34299764},"labels":[],"label_agreement":null},{"id":"W3035618017","doi":"","title":"Improving Transformer Optimization Through Better Initialization","year":2020,"lang":"en","type":"article","venue":"International Conference on Machine Learning","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Initialization; Computer science; Transformer; Electrical engineering; Engineering; Voltage; Programming language","score_opus":0.028935627757113617,"score_gpt":0.25366306709168546,"score_spread":0.22472743933457184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035618017","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007339437,0.000032021555,0.93232465,0.0026208293,0.00038665545,0.00012084353,0.000025318423,0.00030926327,0.056841005],"genre_scores_gemma":[0.99494314,0.00023153273,0.0032108137,0.00094448944,0.00019345788,0.000012301784,0.00040745502,0.000034591132,0.000022199147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918914,0.000021381411,0.00023300867,0.0001739265,0.00023776997,0.00014479489],"domain_scores_gemma":[0.9997359,0.000030106348,0.00004011228,0.000049159047,0.00009016643,0.000054564323],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004875409,0.0001501152,0.000107741165,0.000060237995,0.00006717869,0.000108505206,0.0001395621,0.00006462472,0.0010172438],"category_scores_gemma":[0.00006570984,0.0001567958,0.000045334065,0.00011051924,0.000015286714,0.00042871485,0.000006846941,0.00030156423,0.00006613775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027139693,0.000013676873,0.0009935688,0.000026612659,0.00003923261,0.0000033415456,0.0009314829,0.96596855,0.0054243584,0.009679059,0.000058093286,0.0168349],"study_design_scores_gemma":[0.0004083718,0.00007649721,0.00020539484,0.000031242533,0.000010531797,0.0000012914068,0.000036080604,0.99145705,0.0023208028,0.00023199344,0.005045383,0.00017538831],"about_ca_topic_score_codex":0.000025850095,"about_ca_topic_score_gemma":0.0000037031666,"teacher_disagreement_score":0.9876037,"about_ca_system_score_codex":0.000038786027,"about_ca_system_score_gemma":0.000013682279,"threshold_uncertainty_score":0.999896},"labels":[],"label_agreement":null},{"id":"W3038300074","doi":"10.3390/en13133472","title":"Gassing Tendency of Fresh and Aged Mineral Oil and Ester Fluids under Electrical and Thermal Fault Conditions","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Dissolved gas analysis; Mineral oil; Fault (geology); Degradation (telecommunications); Transformer oil; Electric arc; Partial discharge; Materials science; Environmental science; Petroleum engineering; Chemistry; Transformer; Geology; Metallurgy; Electrical engineering; Engineering; Voltage","score_opus":0.009955982285655751,"score_gpt":0.20949564993080536,"score_spread":0.1995396676451496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038300074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963093,0.0013558639,0.0009399,0.00022988486,0.0000336016,0.00001258495,0.000013012017,0.00003690579,0.0010689629],"genre_scores_gemma":[0.9988654,0.0005950104,0.000394481,0.000068919086,0.000034097848,0.000002686336,0.000010753036,0.0000094441,0.000019166564],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99968505,0.000008608067,0.00009434641,0.00007383837,0.00005146405,0.00008668234],"domain_scores_gemma":[0.9998496,0.000058326106,0.0000076499155,0.000029901921,0.000009743797,0.000044788074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001990831,0.00006815826,0.00008722739,0.000028787857,0.00003463763,0.000027164988,0.000017329274,0.000036620757,0.000010202067],"category_scores_gemma":[0.000013455976,0.00006232075,0.000010855307,0.00004944704,0.000046698337,0.00011102915,0.000007966264,0.000056801997,2.3959308e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011293248,0.000016250744,0.008683386,0.00011701349,0.000064852706,0.000004838773,0.0017824866,0.016050585,0.9594962,0.0044600563,0.0006105315,0.008702477],"study_design_scores_gemma":[0.0016551282,0.00020473448,0.7231618,0.00009403275,0.00011251443,0.000017168652,0.00038286607,0.21072912,0.06111357,0.0009048196,0.0011494742,0.00047478397],"about_ca_topic_score_codex":0.000011871209,"about_ca_topic_score_gemma":0.000007837411,"teacher_disagreement_score":0.89838266,"about_ca_system_score_codex":0.000003965688,"about_ca_system_score_gemma":0.000004878196,"threshold_uncertainty_score":0.25413665},"labels":[],"label_agreement":null},{"id":"W3045848558","doi":"10.3390/en13153886","title":"Identification of Stray Gassing of Inhibited and Uninhibited Mineral Oils in Transformers","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Pentagon; Engineering; Mineral oil; Forensic engineering; Petroleum engineering; Electrical engineering; Materials science; Metallurgy; Mathematics; Voltage","score_opus":0.008452122460907619,"score_gpt":0.19745202190836017,"score_spread":0.18899989944745255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045848558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963591,0.00028131186,0.0027445527,0.000090108006,0.00003532631,0.000051629686,0.000018672266,0.000028185752,0.00039109646],"genre_scores_gemma":[0.9995752,0.00022420958,0.0001497022,0.000008331417,0.000008889597,0.000002274941,0.000020295387,0.000009244585,0.0000018481045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994849,0.0000072420817,0.0002891766,0.00006753721,0.00007328121,0.000077863886],"domain_scores_gemma":[0.99986506,0.00002699481,0.00002737526,0.000034179062,0.000020176203,0.00002620699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047276048,0.0000645775,0.00011810666,0.000092855975,0.000007605996,0.0000075575076,0.000026693486,0.000035765766,0.0000040670443],"category_scores_gemma":[0.000017569591,0.00006816329,0.000020015557,0.00022765824,0.000034045243,0.00014184743,0.0000023873583,0.000044170913,2.1293944e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008059253,0.000008814994,0.001303272,0.0001446496,0.000008976707,4.792504e-7,0.0016178378,0.08718096,0.90657777,0.00040751902,0.000013204759,0.002728443],"study_design_scores_gemma":[0.00040949532,0.00002992869,0.022607671,0.00006626016,0.000011074515,3.1439933e-7,0.00019164218,0.07186529,0.9046248,0.000057313246,0.000054647713,0.00008153088],"about_ca_topic_score_codex":0.000022428287,"about_ca_topic_score_gemma":0.0000152246885,"teacher_disagreement_score":0.021304399,"about_ca_system_score_codex":0.0000078358735,"about_ca_system_score_gemma":0.000007016985,"threshold_uncertainty_score":0.27796182},"labels":[],"label_agreement":null},{"id":"W3047849159","doi":"10.1109/tpwrd.2020.3014064","title":"Transformer Bushing Thermal Model for Calculation of Hot-Spot Temperature Considering Oil Flow Dynamics","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Bushing; Finite element method; Mechanics; Transformer; Thermal; Thermal conduction; Materials science; Convection; Heat transfer; Engineering; Mechanical engineering; Structural engineering; Electrical engineering; Voltage; Composite material; Thermodynamics; Physics","score_opus":0.014502679759577934,"score_gpt":0.20564632325643734,"score_spread":0.1911436434968594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047849159","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29213458,0.00007414132,0.70613855,0.00014980904,0.00038046896,0.00016998993,0.00041293228,0.0001448573,0.00039465073],"genre_scores_gemma":[0.9957558,0.00019003244,0.0036696354,0.00018758363,0.000025897114,0.000032934502,0.000044180433,0.00006928334,0.000024659266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989104,0.0000110778565,0.00038614334,0.00022383875,0.00020178656,0.0002667272],"domain_scores_gemma":[0.999498,0.00010478964,0.00003222876,0.00014139304,0.0001073133,0.00011623747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006733606,0.00024387726,0.0002559036,0.000115871604,0.000105415056,0.000034112953,0.00010161964,0.00018916657,0.00004566224],"category_scores_gemma":[0.0000042861434,0.0002621618,0.00021728851,0.0001878557,0.00003385245,0.00038476093,3.3057012e-7,0.00027979125,0.0000065482795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113896385,0.00004182288,0.0000037843504,0.00014260651,0.0000958097,0.000001163567,0.001955947,0.9144704,0.07370888,0.000039142633,0.00006354176,0.00936301],"study_design_scores_gemma":[0.00073056656,0.000081979444,0.00004167659,0.00007036626,0.00008448631,0.0000016362828,0.0000771444,0.91788054,0.08068895,0.000014611955,0.000072945695,0.00025508623],"about_ca_topic_score_codex":0.000009624677,"about_ca_topic_score_gemma":0.00004274942,"teacher_disagreement_score":0.7036212,"about_ca_system_score_codex":0.000086187276,"about_ca_system_score_gemma":0.00004363786,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W3053488909","doi":"10.1109/tii.2020.3016966","title":"Locating Inter-Turn Faults in Transformer Windings Using Isometric Feature Mapping of Frequency Response Traces","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Electromagnetic coil; Transformer; Engineering; Electrical impedance; Electrical engineering; Electronic engineering; Current transformer; Nonlinear system; Electronic circuit; Computer science; Acoustics; Voltage; Physics","score_opus":0.053489885456254924,"score_gpt":0.2478225740378648,"score_spread":0.1943326885816099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3053488909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5787842,0.000030016343,0.41977924,0.0001353756,0.0004647478,0.0003266222,0.00010344042,0.00008269068,0.00029363463],"genre_scores_gemma":[0.9972384,0.000059005513,0.0025006223,0.00008138492,0.00006176908,0.000012305464,0.000007976914,0.000033987457,0.0000045707006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982251,0.00003864856,0.0009956944,0.00011348283,0.00029074337,0.00033635908],"domain_scores_gemma":[0.9992646,0.0002693899,0.0001319248,0.00013707252,0.00006280861,0.00013419038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000331738,0.0002663847,0.00036740027,0.00084529514,0.00008450871,0.00004312855,0.00019219976,0.00036103278,0.000034260895],"category_scores_gemma":[0.00006354387,0.0002794956,0.00012930563,0.002028764,0.00004690682,0.00082411175,6.506441e-7,0.00090550445,0.000009282353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005337977,0.00014515193,0.00045706998,0.00058768416,0.0001725193,0.0000056212634,0.035407778,0.8734944,0.03146858,0.000019565794,0.00011547111,0.05759239],"study_design_scores_gemma":[0.0048864894,0.0006642996,0.0005476634,0.0010990752,0.00013803614,0.000016322932,0.00731227,0.79275656,0.19071817,0.000036562476,0.0009361691,0.00088838773],"about_ca_topic_score_codex":0.000043522916,"about_ca_topic_score_gemma":0.000010731844,"teacher_disagreement_score":0.41845414,"about_ca_system_score_codex":0.00018703153,"about_ca_system_score_gemma":0.00008713064,"threshold_uncertainty_score":0.9999657},"labels":[],"label_agreement":null},{"id":"W3084335619","doi":"10.1115/es2020-1716","title":"Effect of Waste Vegetable Oil on Cooling Performance and Lifetime of Power Transformers","year":2020,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mineral oil; Transformer; Transformer oil; Coolant; Environmental science; Waste management; Vegetable oil; Transformer effect; Materials science; Distribution transformer; Electrical engineering; Engineering; Mechanical engineering; Chemistry; Voltage; Metallurgy","score_opus":0.004131193909582601,"score_gpt":0.1844016394176327,"score_spread":0.1802704455080501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084335619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971857,0.00017789395,0.0016306186,0.000034729957,0.00006202294,0.000059299793,0.0000072839607,0.000034637127,0.026136497],"genre_scores_gemma":[0.9993718,0.00049332756,0.000062670544,0.000032445198,0.000010608069,0.0000024532446,0.0000030801432,0.000013301375,0.000010268269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955755,0.000005805787,0.00016642848,0.00007001709,0.00009359929,0.00010660921],"domain_scores_gemma":[0.9997789,0.00009868942,0.000013309913,0.000042827785,0.000013326169,0.000052941294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007639956,0.00008920529,0.00016814597,0.000034329376,0.000012304984,0.000003858022,0.000035525878,0.000036504265,0.00003295248],"category_scores_gemma":[0.000013676971,0.00007493732,0.00003181857,0.000090892696,0.00001845014,0.00009291544,0.0000025712498,0.00006266663,0.0000046030673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010996363,0.00008921168,0.012667031,0.009886392,0.00036856628,0.0000028935585,0.004492734,0.36879817,0.4608552,0.00093335425,0.0005095463,0.14029728],"study_design_scores_gemma":[0.00070441025,0.0009391276,0.001209967,0.00012601944,0.000027501024,4.3346108e-7,0.000014665533,0.22634833,0.76986665,0.0000010556288,0.00065771997,0.00010410116],"about_ca_topic_score_codex":0.0000034638488,"about_ca_topic_score_gemma":3.1212232e-7,"teacher_disagreement_score":0.3090115,"about_ca_system_score_codex":0.000005073598,"about_ca_system_score_gemma":0.0000043339687,"threshold_uncertainty_score":0.3055855},"labels":[],"label_agreement":null},{"id":"W3089255756","doi":"10.1109/tste.2020.3008836","title":"Erratum to “Mitigation of Subsynchronous Resonance Induced by a Type III Wind System” [Jul 20 1717-1727]","year":2020,"lang":"en","type":"erratum","venue":"IEEE Transactions on Sustainable Energy","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Electrical, Communications and Cyber Systems; Washington State University; Manitoba Hydro; Virginia Polytechnic Institute and State University; National Science Foundation","keywords":"Type (biology); Wind power; Electrical engineering; Resonance (particle physics); Engineering; Physics; Geology; Atomic physics","score_opus":0.006447119690000793,"score_gpt":0.20089447368726585,"score_spread":0.19444735399726507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089255756","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024244701,0.005770392,0.8479994,0.0005166516,0.04618952,0.001716404,0.0008868652,0.0013042589,0.093192056],"genre_scores_gemma":[0.9420593,0.0011037397,0.000092021925,0.00012345651,0.0004333373,0.00015112123,0.00047506084,0.00023631055,0.055325657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973574,0.000052915446,0.00076028245,0.00056941266,0.00053978624,0.0007201555],"domain_scores_gemma":[0.99852073,0.00007341161,0.00013370956,0.0005211132,0.00044808091,0.00030295906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000119624936,0.0006035002,0.00074745127,0.00051627646,0.00020504798,0.00008123157,0.00035413436,0.0008215889,0.000065093285],"category_scores_gemma":[0.0000140013,0.0007101426,0.00019681295,0.0013484432,0.00004107024,0.00028161766,0.0000029284636,0.00090149,0.000026693791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002029677,0.00019230359,5.5837717e-7,0.0024536576,0.00036766214,0.000067938585,0.0008173983,0.1598874,0.005007944,0.0012955879,0.8233421,0.0063644927],"study_design_scores_gemma":[0.0010747564,0.0008748114,0.000024668838,0.0010746397,0.00029087684,0.00000873251,0.0010151276,0.024747105,0.030975845,0.00012167433,0.9385346,0.0012571579],"about_ca_topic_score_codex":0.00089289446,"about_ca_topic_score_gemma":0.00016851629,"teacher_disagreement_score":0.9396348,"about_ca_system_score_codex":0.00091238494,"about_ca_system_score_gemma":0.00045744822,"threshold_uncertainty_score":0.99953496},"labels":[],"label_agreement":null},{"id":"W3092530824","doi":"10.1109/tdei.2020.008719","title":"Monitoring colloidal and dissolved decay particles in ester dielectric fluids","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Colloid; Chemistry; Turbidity; Chemical engineering; Filtration (mathematics); Asphaltene; Organic chemistry","score_opus":0.01766344763943971,"score_gpt":0.22429744898854412,"score_spread":0.20663400134910442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092530824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76529855,0.0009426311,0.232984,0.00018666219,0.00010283001,0.00022033323,0.000004153227,0.0001252022,0.00013566209],"genre_scores_gemma":[0.9957241,0.0038664842,0.00020583851,0.00007609155,0.000050882994,0.00003807904,0.000002420459,0.00003070868,0.000005427189],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988532,0.000026111187,0.00032220955,0.00026335215,0.00017647057,0.00035864374],"domain_scores_gemma":[0.9994995,0.00018955629,0.000022072763,0.000071871465,0.000033419346,0.00018360019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000800001,0.00020052407,0.00020891325,0.00025095977,0.000116684205,0.00008252596,0.000052086638,0.00014019001,0.0000041331973],"category_scores_gemma":[0.000016561014,0.00020945574,0.000039265895,0.0011879515,0.000019870024,0.00023875551,7.9792727e-7,0.0003425655,0.0000037746647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029550755,0.00030547986,0.012830797,0.00011252531,0.0001060761,0.0000142847875,0.0012787008,0.06650254,0.28331923,0.000895765,0.000025534771,0.6343136],"study_design_scores_gemma":[0.00086837576,0.00041924382,0.05827086,0.000024486722,0.00004079866,0.0000035748888,0.000008596537,0.798322,0.14133479,0.0002898353,0.00011559231,0.00030180026],"about_ca_topic_score_codex":0.000015665155,"about_ca_topic_score_gemma":0.0000066210832,"teacher_disagreement_score":0.7318195,"about_ca_system_score_codex":0.00008262528,"about_ca_system_score_gemma":0.000016754006,"threshold_uncertainty_score":0.85413575},"labels":[],"label_agreement":null},{"id":"W3097146747","doi":"10.1049/iet-smt.2019.0524","title":"Temperature dependence of the pre-breakdown and breakdown phenomena in natural esters under AC stress","year":2020,"lang":"en","type":"article","venue":"IET Science Measurement & Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dielectric strength; Breakdown voltage; Dielectric; Canola; Materials science; Transformer oil; Partial discharge; Mineral oil; Stress (linguistics); Electrode; Voltage; Composite material; Mechanics; Chemistry; Electrical engineering; Optoelectronics; Physics; Metallurgy; Engineering","score_opus":0.011174238377545984,"score_gpt":0.20390292100348384,"score_spread":0.19272868262593784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097146747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492806,0.0007633722,0.0004104584,0.0027819774,0.0002751339,0.00030484938,0.000008963635,0.00010284667,0.00042435474],"genre_scores_gemma":[0.99968314,0.00007019436,0.00010088316,0.00010953854,0.0000133987305,0.000012992374,5.724789e-7,0.000007759202,0.0000014945218],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882185,0.000009325134,0.00019794823,0.00024018933,0.00046265227,0.00026802617],"domain_scores_gemma":[0.9996173,0.000011797987,0.000033376837,0.00020213742,0.00008843451,0.000046945235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024104415,0.000122652,0.00013476207,0.00014995843,0.000071854236,0.000031081916,0.00046739937,0.00008649593,0.0000029673508],"category_scores_gemma":[0.00009159849,0.000092034614,0.000019648725,0.00107019,0.00038321383,0.00022093813,0.000068056775,0.0002823554,9.903252e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009962664,0.000035981044,0.028698768,0.00008365003,0.00001711312,0.000001512938,0.0010422253,0.011005119,0.9504754,0.0016046523,0.00003377248,0.0069918646],"study_design_scores_gemma":[0.0009482092,0.00015152861,0.42865205,0.00032270374,0.000028582179,0.00001107377,0.00080995384,0.025744054,0.54108566,0.0015004311,0.00033326025,0.00041249982],"about_ca_topic_score_codex":0.000017681034,"about_ca_topic_score_gemma":0.00013827691,"teacher_disagreement_score":0.40938973,"about_ca_system_score_codex":0.000107860025,"about_ca_system_score_gemma":0.000067921836,"threshold_uncertainty_score":0.37530625},"labels":[],"label_agreement":null},{"id":"W3103223142","doi":"10.1109/tpwrd.2020.2988921","title":"A Data-driven Long-Term Dynamic Rating Estimating Method for Power Transformers","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability engineering; Transformer; Electric power system; Computer science; Engineering; Power (physics); Electrical engineering; Voltage","score_opus":0.02750409910647088,"score_gpt":0.28136517068737077,"score_spread":0.2538610715808999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103223142","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026046406,0.00011920817,0.969322,0.00029333995,0.0012859243,0.00070103793,0.0013355024,0.00047983055,0.0004167118],"genre_scores_gemma":[0.9257803,0.00009813876,0.07336855,0.0003692119,0.0000355261,0.00007786603,0.00015239007,0.0001059252,0.000012085048],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825567,0.00002998023,0.00051234016,0.0004886493,0.00025939892,0.0004539558],"domain_scores_gemma":[0.9989977,0.0003257521,0.000048870716,0.00033666217,0.00007590105,0.00021510657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016668774,0.00034925825,0.00033286947,0.00014680566,0.0002232153,0.000090245056,0.00034528004,0.00015292961,0.00019479245],"category_scores_gemma":[0.000013256982,0.00038174886,0.00019746603,0.00028337102,0.00003351201,0.0006938645,0.0000018158144,0.00037523895,0.000049432176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015301879,0.00014738172,0.00002060837,0.000344301,0.00048555824,0.000016392069,0.002215738,0.89799887,0.022827415,0.000021764248,0.0005961793,0.07517277],"study_design_scores_gemma":[0.001017539,0.00025280085,0.00017869755,0.00011010319,0.00017692428,0.000008765905,0.0000931062,0.9921026,0.0050262394,0.000014324317,0.0005687675,0.00045008824],"about_ca_topic_score_codex":0.0000074288323,"about_ca_topic_score_gemma":0.000036917078,"teacher_disagreement_score":0.8997339,"about_ca_system_score_codex":0.000096077005,"about_ca_system_score_gemma":0.000048004054,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W3126498718","doi":"10.1109/epec48502.2020.9320018","title":"Mitigating Islanded Mode Small Scale Synchronous Generator Mechanical Oscillations Caused by Electrical Arc Furnace","year":2020,"lang":"en","type":"article","venue":"2020 IEEE Electric Power and Energy Conference (EPEC)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Electric arc furnace; Generator (circuit theory); Mode (computer interface); Scale (ratio); Electric arc; Arc (geometry); Permanent magnet synchronous generator; Electrical engineering; Automotive engineering; Materials science; Computer science; Mechanical engineering; Power (physics); Engineering; Voltage; Electrode; Metallurgy; Physics","score_opus":0.009167155081961266,"score_gpt":0.19519785117772423,"score_spread":0.18603069609576298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126498718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51189584,0.001692818,0.47904083,0.00084918,0.00042831217,0.0001790538,0.00008674997,0.00049772725,0.005329455],"genre_scores_gemma":[0.9973919,0.001257662,0.00045177026,0.0004765421,0.00019667576,0.0000351117,0.000075284544,0.000055365188,0.000059716334],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998195,0.000049322345,0.00042324144,0.0004601694,0.0002585498,0.0006137503],"domain_scores_gemma":[0.9991433,0.000111931135,0.000051980554,0.00016623891,0.00009364845,0.00043290318],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006851329,0.000345761,0.00037900324,0.00008263145,0.00017375211,0.00013553137,0.0001961539,0.0002160549,0.00008809686],"category_scores_gemma":[0.000049596205,0.00035840357,0.00008733071,0.0005771766,0.000026164598,0.00015857555,0.000018271963,0.00036841512,0.000013552428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004889493,0.00011347172,0.00034554471,0.00006135615,0.00022478464,0.000030610372,0.0009790616,0.00942951,0.95238364,0.0063639707,0.009867008,0.020152135],"study_design_scores_gemma":[0.00079981744,0.00029165848,0.00030107523,0.000020270376,0.000072583694,0.000012938183,0.000020421483,0.8930758,0.099686265,0.0005802531,0.0045473203,0.000591571],"about_ca_topic_score_codex":0.00008557117,"about_ca_topic_score_gemma":0.00009360012,"teacher_disagreement_score":0.8836463,"about_ca_system_score_codex":0.00008796731,"about_ca_system_score_gemma":0.00013089282,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W3134906326","doi":"10.1115/1.4049583","title":"Thermal Behavior of Power Transformers Filled With Waste Vegetable Oil-Based Biodiesel Under Dynamic Load","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Coolant; Vegetable oil; Transformer oil; Transformer; Renewable energy; Environmental science; Biodiesel; Petroleum; Waste management; Distribution transformer; Materials science; Petroleum engineering; Process engineering; Automotive engineering; Nuclear engineering; Voltage; Electrical engineering; Mechanical engineering; Engineering; Chemistry","score_opus":0.0037065594276323092,"score_gpt":0.18665207400473657,"score_spread":0.18294551457710426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134906326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830183,0.0036143407,0.009784612,0.0003315797,0.0001565418,0.000023164068,0.000012038071,0.000054660122,0.0030047696],"genre_scores_gemma":[0.9983791,0.00053057645,0.0009278819,0.000034849603,0.00001373513,0.0000064394108,0.0000047415265,0.000033325177,0.000069351605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998905,0.000015298565,0.0004478209,0.00010988513,0.000263114,0.0002588948],"domain_scores_gemma":[0.99933577,0.00004912909,0.00013415667,0.0001624343,0.0002606314,0.000057882622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008772912,0.00017124256,0.0003572719,0.0003686987,0.000039355815,0.000013375547,0.00017864358,0.00021758872,0.00006610581],"category_scores_gemma":[0.000014668573,0.00013851114,0.000120844605,0.00046001657,0.00013160586,0.00010165617,0.0000086282125,0.00025648042,7.9373194e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024822872,0.000413746,0.0027661384,0.00013298324,0.00063448196,0.00026639728,0.00028297442,0.4837246,0.48690498,0.00068809825,0.000061242645,0.023876123],"study_design_scores_gemma":[0.006187873,0.001628668,0.004731123,0.0006867954,0.00057503424,0.0003704236,0.0012181178,0.020815885,0.92446715,0.00023919636,0.038318053,0.00076168275],"about_ca_topic_score_codex":0.000007342215,"about_ca_topic_score_gemma":0.00006804401,"teacher_disagreement_score":0.46290872,"about_ca_system_score_codex":0.00008559067,"about_ca_system_score_gemma":0.00010556326,"threshold_uncertainty_score":0.56483203},"labels":[],"label_agreement":null},{"id":"W3137048035","doi":"10.3390/en14071809","title":"Transformer Oil Quality Assessment Using Random Forest with Feature Engineering","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Random forest; Computer science; C4.5 algorithm; Feature selection; Decision tree; Transformer; Transformer oil; Reliability engineering; Artificial intelligence; Extreme learning machine; Data mining; Machine learning; Naive Bayes classifier; Engineering; Support vector machine; Artificial neural network","score_opus":0.01298555494098939,"score_gpt":0.2414031907440282,"score_spread":0.2284176358030388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137048035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9026898,0.0009849527,0.08981254,0.00009012571,0.0003556251,0.000037960206,0.00001938666,0.00020884775,0.0058007506],"genre_scores_gemma":[0.9899664,0.0004228731,0.009307955,0.000021316644,0.0000793726,0.000014322743,0.000054547952,0.0000363698,0.00009684571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993063,0.00001148484,0.00015496773,0.0001306545,0.00017636004,0.00022023953],"domain_scores_gemma":[0.99967384,0.000072043564,0.000012894767,0.00013989188,0.00004921612,0.000052102732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080013415,0.0001584509,0.00019067901,0.00004642969,0.000052200554,0.00006155792,0.000051720075,0.000067796944,0.000024705148],"category_scores_gemma":[0.000009962252,0.00014000929,0.000060334783,0.00016944489,0.00001316979,0.00020399012,0.0000035948296,0.00014333597,0.0000012674844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009770277,0.000014434319,0.0014341318,0.00012269014,0.00007774268,0.000012542208,0.00015175372,0.95902836,0.03573286,0.0017599862,0.000046085286,0.0016096405],"study_design_scores_gemma":[0.006610167,0.0000753283,0.13152283,0.0005973898,0.00023885389,0.00006994629,0.00047553726,0.6309657,0.17647159,0.00019480877,0.051283445,0.0014943983],"about_ca_topic_score_codex":0.000025012714,"about_ca_topic_score_gemma":0.000105552754,"teacher_disagreement_score":0.32806265,"about_ca_system_score_codex":0.00006096944,"about_ca_system_score_gemma":0.00004488117,"threshold_uncertainty_score":0.5709413},"labels":[],"label_agreement":null},{"id":"W3159666398","doi":"10.1109/access.2021.3076154","title":"Frequency Response Analysis Interpretation Using Numerical Indices and Machine Learning: A Case Study Based on a Laboratory Model","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Transformer; Artificial neural network; Frequency response; Repeatability; Electromagnetic coil; Machine learning; Monotonic function; Feature vector; Artificial intelligence; Engineering; Mathematics; Voltage; Electrical engineering; Statistics","score_opus":0.027969245358295664,"score_gpt":0.3008681307753457,"score_spread":0.27289888541705004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159666398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7567341,0.000095691415,0.24290718,0.000010017335,0.000056505003,0.000079938094,0.000024669112,0.00005388614,0.00003802537],"genre_scores_gemma":[0.9993302,0.000009280888,0.0005452678,0.00005713612,0.000011655706,0.000012326807,0.000014011371,0.000018756655,0.0000013624973],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992566,0.00012348151,0.00018291181,0.0001843611,0.00013871834,0.00011392584],"domain_scores_gemma":[0.99952704,0.00017939047,0.00003244617,0.00013096654,0.00007027981,0.0000598628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018923123,0.0001134801,0.00016236736,0.000272684,0.000080796024,0.00013385955,0.000060384078,0.00004512614,0.000015068754],"category_scores_gemma":[0.00008016786,0.00011979238,0.000036576468,0.0007918259,0.000010471707,0.00029503283,0.000008579206,0.0001618426,8.0929505e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047227746,0.00008578143,0.09143111,0.000016243497,0.00012971017,0.00047017043,0.0010239729,0.90429944,0.0021819212,0.0000013104311,0.0000012865033,0.00031183838],"study_design_scores_gemma":[0.00033542863,0.000054927958,0.014724374,0.000015761863,0.00026849224,0.0000097532065,0.00013594812,0.9830334,0.0012775859,0.0000129514865,0.000002119955,0.00012921223],"about_ca_topic_score_codex":0.00017685318,"about_ca_topic_score_gemma":0.00014546976,"teacher_disagreement_score":0.2425961,"about_ca_system_score_codex":0.000053729356,"about_ca_system_score_gemma":0.0000479924,"threshold_uncertainty_score":0.48849916},"labels":[],"label_agreement":null},{"id":"W3166093433","doi":"","title":"Simulation models relevant to the protection of synchronous machines and transformers","year":2001,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Transformer; Engineering; Electrical engineering; Voltage","score_opus":0.004141149754888478,"score_gpt":0.1439885319411037,"score_spread":0.13984738218621523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166093433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8659437,0.0004922601,0.08466507,0.0026298177,0.00018402886,0.00055399066,0.00013887504,0.000020013786,0.045372304],"genre_scores_gemma":[0.99925476,0.0003506242,0.00019360046,0.00009140489,0.000015718126,0.00000693899,0.0000024271578,0.000010163912,0.00007435281],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992874,0.000009181606,0.00015489187,0.00007413976,0.00036634796,0.00010800096],"domain_scores_gemma":[0.99976367,0.00008821307,0.000022464224,0.000056251432,4.6156464e-7,0.0000689542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000070979772,0.00008129024,0.00009608751,0.000015757554,0.00005955565,0.0000070366436,0.000044415043,0.000012483514,0.0000037689074],"category_scores_gemma":[0.0000014538714,0.000065663786,0.000010068199,0.000055064516,0.000016828346,0.00021559442,0.0000075949356,0.000048867092,5.577554e-10],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013151656,0.000008406898,0.0016914989,0.00015454655,0.000038962076,0.0000028529273,0.00027557695,0.90328836,0.012214124,0.005629078,0.000018758597,0.07654631],"study_design_scores_gemma":[0.00014411371,0.000049387312,0.020631393,0.000051775085,0.0000118210955,0.0000017148074,0.00018624138,0.96444654,0.010480938,0.00073643704,0.0031682102,0.00009141096],"about_ca_topic_score_codex":0.0014053123,"about_ca_topic_score_gemma":0.010520504,"teacher_disagreement_score":0.13331112,"about_ca_system_score_codex":0.000003926823,"about_ca_system_score_gemma":0.000082509716,"threshold_uncertainty_score":0.5870688},"labels":[],"label_agreement":null},{"id":"W3173959109","doi":"10.3390/en14133977","title":"Improved Monitoring and Diagnosis of Transformer Solid Insulation Using Pertinent Chemical Indicators","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Dissolved gas analysis; Reliability engineering; Process engineering; Computer science; Transformer oil; Electrical engineering; Engineering; Voltage","score_opus":0.010351955404808598,"score_gpt":0.23142832264860178,"score_spread":0.22107636724379318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173959109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967891,0.0014843115,0.001248047,0.000020142643,0.00020628663,0.00004174928,0.000007926353,0.00004621671,0.00015622433],"genre_scores_gemma":[0.997245,0.0014727386,0.0011763152,0.0000030495514,0.00006078625,0.000011715564,0.000010781681,0.000017644337,0.0000019654842],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994871,0.0000054318975,0.00019998095,0.00009581722,0.00008757284,0.00012411662],"domain_scores_gemma":[0.9998006,0.00004152655,0.000019554369,0.0000699815,0.000029209097,0.000039134356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032720844,0.0000922424,0.00012665155,0.00007381626,0.000027505688,0.000016880264,0.000029836598,0.00006229302,0.000010241168],"category_scores_gemma":[0.000021373096,0.00009623889,0.000035525343,0.00015127535,0.000023515664,0.00013593803,0.0000062075046,0.000060066555,2.0733378e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035125538,0.000024617504,0.024878709,0.00009371973,0.000043647244,0.0000011698601,0.0007875011,0.027048444,0.93764764,0.00011882607,0.000002573684,0.00934961],"study_design_scores_gemma":[0.00020155209,0.000008746457,0.029586576,0.000061873,0.000027624319,0.0000017580617,0.00009433318,0.024940144,0.9447609,0.000041187694,0.00017048132,0.00010480102],"about_ca_topic_score_codex":0.0000184219,"about_ca_topic_score_gemma":9.686039e-7,"teacher_disagreement_score":0.009244808,"about_ca_system_score_codex":0.000027536084,"about_ca_system_score_gemma":0.000014475554,"threshold_uncertainty_score":0.39245078},"labels":[],"label_agreement":null},{"id":"W3176794647","doi":"10.1049/gtd2.12239","title":"Interpreting dissolved gases in transformer oil: A new method based on the analysis of labelled fault data","year":2021,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Acetylene; MATLAB; Data mining; Software; Transformer; Computer science; Chemistry; Fault (geology); Transformer oil; Engineering","score_opus":0.03294692411550821,"score_gpt":0.29288660512401876,"score_spread":0.25993968100851056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176794647","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07516822,0.00018766684,0.92184144,0.0013680737,0.00011156018,0.00011348753,0.00082044466,0.000050895276,0.00033819664],"genre_scores_gemma":[0.9830513,0.00039879675,0.0030185462,0.00009580098,0.000032933705,0.000015668114,0.0133499205,0.000016350263,0.000020713316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853635,0.00014566947,0.00053564186,0.00029365148,0.00029541223,0.00019329991],"domain_scores_gemma":[0.999103,0.00026932987,0.000049342176,0.00040766704,0.000089633904,0.00008101267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004602987,0.00017686433,0.00027476126,0.00010715214,0.00008223731,0.000050469745,0.00017938415,0.00010892484,0.0004460977],"category_scores_gemma":[0.000113317925,0.00014265871,0.00013982739,0.0011869541,0.000015276923,0.00018539063,0.0000048983597,0.00016506625,0.0000028958152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062927924,0.00017781227,0.00047120807,0.000060772472,0.00022875053,0.0000031744128,0.00042708238,0.7250686,0.17727016,0.00056742615,0.0017661173,0.093895964],"study_design_scores_gemma":[0.00048579898,0.000015479673,0.0019529836,0.00009978214,0.0002964652,3.8767394e-7,0.000039510865,0.8421712,0.15057519,0.000031116626,0.0041982704,0.00013381569],"about_ca_topic_score_codex":0.00005656673,"about_ca_topic_score_gemma":0.00013196666,"teacher_disagreement_score":0.9188229,"about_ca_system_score_codex":0.00006814258,"about_ca_system_score_gemma":0.0000922882,"threshold_uncertainty_score":0.5817453},"labels":[],"label_agreement":null},{"id":"W3186600816","doi":"10.23977/acss.2021.050106","title":"Transformer Fault Diagnosis Based on Stacking-Ensemble Meta-Algorithms","year":2021,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Classifier (UML); AdaBoost; Artificial intelligence; Margin classifier; Computer science; Random forest; Pattern recognition (psychology); Ensemble learning; Support vector machine; Random subspace method; Quadratic classifier; Machine learning; Algorithm","score_opus":0.025636580152209733,"score_gpt":0.2548539853553692,"score_spread":0.22921740520315945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186600816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013990764,0.034715466,0.94732475,0.000088937915,0.0013952332,0.00029003937,0.000056530884,0.00009955223,0.0020387042],"genre_scores_gemma":[0.99247247,0.0049157483,0.0021539198,0.00014597445,0.00012260173,0.00013002542,0.000024488409,0.000025957204,0.000008821292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988434,0.000052124997,0.0003711879,0.00026419168,0.0002149386,0.00025416052],"domain_scores_gemma":[0.9993306,0.00035236983,0.000027303247,0.0001596234,0.000057769386,0.00007236632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018234958,0.00020714666,0.0004127351,0.00009783816,0.000047745427,0.00010726911,0.000075012715,0.00007169018,0.00002497418],"category_scores_gemma":[0.0000060125603,0.0001800811,0.0000984005,0.0002076312,0.000016327744,0.00029938275,0.0000045292304,0.0001260156,0.000005412559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040277755,0.000056916768,0.0008746287,0.00023526874,0.000112299786,0.000036196037,0.00013367414,0.943729,0.00016218713,0.0003968216,0.000110133566,0.054148875],"study_design_scores_gemma":[0.0005334648,0.00010403453,0.0004371071,0.0002195444,0.0000814689,0.000005840335,0.000019894504,0.9641955,0.0040120077,0.00020855898,0.029908529,0.0002740882],"about_ca_topic_score_codex":0.00001273358,"about_ca_topic_score_gemma":0.000026472566,"teacher_disagreement_score":0.9784817,"about_ca_system_score_codex":0.000029152108,"about_ca_system_score_gemma":0.0000133864305,"threshold_uncertainty_score":0.7343494},"labels":[],"label_agreement":null},{"id":"W3193783340","doi":"10.1109/icempe51623.2021.9509205","title":"The Gassing of Insulating Fluids","year":2021,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Transformer; Transformer oil; Process engineering; Gas composition; Petroleum engineering; Materials science; Forensic engineering; Environmental science; Computer science; Engineering; Electrical engineering; Thermodynamics","score_opus":0.008184083182997329,"score_gpt":0.20601710977147358,"score_spread":0.19783302658847626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193783340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6323313,0.0018424375,0.12263757,0.00017024616,0.0005639316,0.00005388732,0.0000032296953,0.00012627064,0.24227114],"genre_scores_gemma":[0.9984781,0.00018483635,0.0012538339,0.000009147685,0.000017364602,9.391565e-7,0.0000024286148,0.000006067259,0.000047255817],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997325,0.0000037837808,0.00010782931,0.000030007508,0.000054396798,0.000071513394],"domain_scores_gemma":[0.99979705,0.000082439605,0.000005005373,0.000071562834,0.00003158528,0.000012337324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004608797,0.00003075105,0.000037742844,0.000008343063,0.000050901785,0.000017656608,0.00002658526,0.000015159248,0.000023577417],"category_scores_gemma":[0.000030935298,0.000022718275,0.00001927006,0.00008341015,0.0000091429,0.000041056945,0.000004577434,0.000031845302,0.0000029913288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035320409,0.000038758437,0.011921765,0.0001364853,0.000121691875,0.000007346726,0.00086302095,0.053418368,0.56886315,0.10477137,0.0011043363,0.25875017],"study_design_scores_gemma":[0.00025720676,0.0000127036055,0.050304364,0.000060364746,0.0000136443705,0.0000045444554,0.00020394447,0.44033644,0.4826223,0.0016550574,0.024391247,0.00013818392],"about_ca_topic_score_codex":0.0000031769735,"about_ca_topic_score_gemma":0.0000094333345,"teacher_disagreement_score":0.38691807,"about_ca_system_score_codex":0.000007504528,"about_ca_system_score_gemma":0.0000070095275,"threshold_uncertainty_score":0.09264244},"labels":[],"label_agreement":null},{"id":"W3201634242","doi":"10.3390/en14185718","title":"A Machine-Learning Approach to Identify the Influence of Temperature on FRA Measurements","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Classifier (UML); Temperature measurement; Artificial intelligence; Computer science; Training set; Test set; Machine learning; Test data; Engineering; Electrical engineering; Voltage; Physics","score_opus":0.015314420208738175,"score_gpt":0.23408757733662605,"score_spread":0.21877315712788786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201634242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914959,0.00054102176,0.00018188295,0.000048455116,0.000111562775,0.000049585356,0.000005638522,0.000048499674,0.007517432],"genre_scores_gemma":[0.9993906,0.00011784113,0.00028391567,0.00007806634,0.000023446715,0.000013253882,0.000014145814,0.000012331978,0.00006640304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951077,0.000019682277,0.000107589934,0.00008419676,0.00018164118,0.00009613324],"domain_scores_gemma":[0.99975234,0.00003325939,0.000010705906,0.00012575784,0.000055573655,0.000022351556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079945145,0.000075177435,0.00007728013,0.000033987286,0.00004927194,0.000033784865,0.0000875272,0.000034475263,0.000006200992],"category_scores_gemma":[0.00007468232,0.00005683706,0.000029035018,0.00018003829,0.000009060081,0.000060932063,0.000012245346,0.00012543792,0.000008130527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018549609,0.000012935621,0.0010505357,0.000023565384,0.000023057823,5.042049e-7,0.0005166938,0.90605885,0.091250315,0.00069697655,0.00010288528,0.0002618376],"study_design_scores_gemma":[0.0004774611,0.0000700311,0.46566403,0.00027820142,0.000046770692,0.0000045913202,0.00036983562,0.019338137,0.4933167,0.00026305657,0.019773442,0.00039773496],"about_ca_topic_score_codex":0.000015507474,"about_ca_topic_score_gemma":0.000004891868,"teacher_disagreement_score":0.8867207,"about_ca_system_score_codex":0.000013962867,"about_ca_system_score_gemma":0.0000093092185,"threshold_uncertainty_score":0.2317748},"labels":[],"label_agreement":null},{"id":"W3205311852","doi":"10.1109/icps.2011.5890884","title":"Power system optimization for industrial facilities using power studies","year":2011,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Electric power system; Power (physics); Computer science; Field (mathematics); Reliability engineering; Power optimization; Automotive engineering; Industrial engineering; Engineering; Power consumption","score_opus":0.09711756817396866,"score_gpt":0.248958585820025,"score_spread":0.15184101764605634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205311852","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.198205,0.00044710608,0.76314473,0.000007751469,0.002468953,0.0005870847,0.00008430756,0.00046515622,0.034589898],"genre_scores_gemma":[0.99219507,0.000021994774,0.0076278416,0.0000066945267,0.00003734505,0.00002173033,0.000008126432,0.000019506584,0.00006170051],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994765,0.0000056174645,0.00020054517,0.00008901906,0.00007139459,0.00015691371],"domain_scores_gemma":[0.9997484,0.00004041091,0.000015937612,0.00008112245,0.00008358704,0.00003051726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008252062,0.00010655807,0.00013145895,0.00006594273,0.000054538334,0.00001697637,0.00004356386,0.00007781034,0.00012874165],"category_scores_gemma":[0.000028974064,0.000096101125,0.00004188619,0.00006424239,0.000017004706,0.00019591054,0.0000059512718,0.000040854502,0.0000047999188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011284822,0.00009249285,0.0013837426,0.0006849481,0.000899561,0.0000040432233,0.018218568,0.925821,0.0009955604,0.046358205,0.0044862884,0.0009427641],"study_design_scores_gemma":[0.001810784,0.00025652192,0.00026391572,0.00023786907,0.00009803628,0.0000058756586,0.012767568,0.9662829,0.01102704,0.00024084903,0.0063400967,0.00066852564],"about_ca_topic_score_codex":0.0000137160405,"about_ca_topic_score_gemma":0.0000017028026,"teacher_disagreement_score":0.7939901,"about_ca_system_score_codex":0.00007876968,"about_ca_system_score_gemma":0.000010017727,"threshold_uncertainty_score":0.39188904},"labels":[],"label_agreement":null},{"id":"W3207979329","doi":"10.20944/preprints201811.0133.v1","title":"AC Dielectric Strength of Mineral Oil-Based Fe&lt;sub&gt;3&lt;/sub&gt;O&lt;sub&gt;4&lt;/sub&gt; and Al&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;3&lt;/sub&gt; Nanofluids","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Nanofluid; Dielectric; Materials science; Mineral oil; Zeta potential; Nanoparticle; Scanning electron microscope; Transformer oil; Dielectric strength; Analytical Chemistry (journal); Particle size; Dielectric spectroscopy; Chemical engineering; Composite material; Nanotechnology; Transformer; Voltage; Electrochemistry; Chemistry; Metallurgy; Optoelectronics; Electrical engineering; Chromatography; Physical chemistry","score_opus":0.024368386356683026,"score_gpt":0.253701806212526,"score_spread":0.229333419855843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207979329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313157,0.01595781,0.005976307,0.0012138033,0.010668321,0.007997191,0.004037641,0.0044099656,0.018423257],"genre_scores_gemma":[0.9397179,0.04060212,0.0019023058,0.0009871586,0.004096785,0.0032101902,0.0054192357,0.0029036694,0.0011606448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9572776,0.002228547,0.011295205,0.011507848,0.007937811,0.009753019],"domain_scores_gemma":[0.9714835,0.0033810851,0.0046310322,0.011455169,0.004291107,0.004758083],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007348424,0.01015332,0.00982865,0.0062844846,0.0023703687,0.0016896551,0.00833101,0.007606497,0.001692448],"category_scores_gemma":[0.003958329,0.011568431,0.004807079,0.006166224,0.002702028,0.0032148166,0.005314377,0.008033176,0.0037323355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00218352,0.0040032803,0.013197519,0.005982103,0.0048376415,0.00056907063,0.0025267312,0.014146384,0.9090905,0.002371888,0.018303137,0.022788199],"study_design_scores_gemma":[0.013643697,0.0017226394,0.08480581,0.0056675687,0.0040889876,0.00033577695,0.000101736725,0.055502336,0.7272006,0.0021466548,0.09103401,0.013750161],"about_ca_topic_score_codex":0.00038217855,"about_ca_topic_score_gemma":0.0021564274,"teacher_disagreement_score":0.1818899,"about_ca_system_score_codex":0.0044078855,"about_ca_system_score_gemma":0.0031933356,"threshold_uncertainty_score":0.999414},"labels":[],"label_agreement":null},{"id":"W3213372339","doi":"10.1115/imece2000-1519","title":"Electrohydrodynamic (EHD) Flow and Convective Boiling Augmentation in Single-Component Horizontal Annular Channels","year":2000,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mechanics; Electrohydrodynamics; Heat transfer; Materials science; Reynolds number; Liquid dielectric; Heat transfer enhancement; Thermodynamics; Condenser (optics); Heat exchanger; Two-phase flow; Mass flux; Flow visualization; Boiling; Flow (mathematics); Heat transfer coefficient; Electric field; Turbulence; Dielectric; Physics; Optics","score_opus":0.004515662483792373,"score_gpt":0.18071238168413867,"score_spread":0.1761967192003463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213372339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855091,0.00024446487,0.010245412,0.00003312832,0.0001466105,0.00018773603,0.000005952412,0.00010343674,0.0035241537],"genre_scores_gemma":[0.999222,0.0002336216,0.00038189747,0.000020451753,0.000032682412,0.000014658412,0.000054658136,0.000018287607,0.0000217352],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940515,0.000009857032,0.00016499207,0.00013704716,0.0000832443,0.00019974039],"domain_scores_gemma":[0.9998599,0.000026471287,0.000007368225,0.000053858133,0.0000102761915,0.000042068554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055934466,0.000113658345,0.000109258515,0.00009743791,0.000028978937,0.00003241859,0.00003024289,0.00004982887,0.00010660109],"category_scores_gemma":[0.0000028601687,0.00012284915,0.000019793317,0.00011927511,0.000012481087,0.00022208957,0.0000024940632,0.00008465161,0.000014098204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010408679,0.00026111255,0.0038909733,0.00010938603,0.000113576156,0.000028282191,0.004002779,0.4590994,0.3879083,0.00076147297,0.00006571115,0.1436549],"study_design_scores_gemma":[0.0007087186,0.00011288183,0.012182084,0.000032262626,0.0000093935705,0.0000061263513,0.000043943568,0.95521975,0.030952364,0.00035196554,0.00019234333,0.00018819766],"about_ca_topic_score_codex":0.00006879625,"about_ca_topic_score_gemma":0.000079455094,"teacher_disagreement_score":0.4961203,"about_ca_system_score_codex":0.00011360791,"about_ca_system_score_gemma":0.0000045286965,"threshold_uncertainty_score":0.5009643},"labels":[],"label_agreement":null},{"id":"W3215149681","doi":"10.1002/9781119800194.ch1","title":"Liquid Insulation for Power Transformers","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Brainstorming; Engineering; Electrical engineering; Mechanical engineering; Process engineering; Materials science; Computer science; Artificial intelligence; Voltage","score_opus":0.009480922274084551,"score_gpt":0.22156639182833032,"score_spread":0.21208546955424576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215149681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005414733,0.0013004804,0.20299102,0.000029805891,0.00091497874,0.0003702154,0.000101414786,0.0003573262,0.79388064],"genre_scores_gemma":[0.20996402,0.007742346,0.011325832,0.0004184833,0.0012374301,0.0005194829,0.0055145603,0.0037962594,0.7594816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940485,0.000002907293,0.00016582612,0.00014538766,0.00009552118,0.00018550719],"domain_scores_gemma":[0.9997839,0.000024607185,0.000015572963,0.00010549108,0.000021652635,0.000048778613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030918913,0.00019152806,0.00018754853,0.00014213512,0.000015291065,0.000019067173,0.000051453233,0.00026447146,0.0044592787],"category_scores_gemma":[0.0000061049886,0.00019626247,0.00010701092,0.00009062944,0.000009428468,0.000033269884,0.0000018161772,0.00007563107,0.000021193106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036575995,0.00008644889,0.000018205119,0.001486865,0.00063239667,0.000003818216,0.00028188239,0.0018384681,0.008961951,0.009791942,0.96648973,0.010371704],"study_design_scores_gemma":[0.0003261957,0.000055869477,0.00006962678,0.00013951251,0.0000297722,5.026998e-7,0.000009925891,0.00280483,0.0014991886,0.000041818592,0.9947418,0.00028095656],"about_ca_topic_score_codex":0.000015490998,"about_ca_topic_score_gemma":0.000048522794,"teacher_disagreement_score":0.20990987,"about_ca_system_score_codex":0.000032069653,"about_ca_system_score_gemma":0.000018980658,"threshold_uncertainty_score":0.9964508},"labels":[],"label_agreement":null},{"id":"W3215225131","doi":"10.1109/mper.2002.4312521","title":"Estimating Overpressures in Pole-Type Distribution Transformers, Part II: Prediction Tools","year":2002,"lang":"en","type":"article","venue":"IEEE Power Engineering Review","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Overpressure; Transformer; Circuit breaker; Distribution transformer; Oil tank; Engineering; Fuse (electrical); Structural engineering; Electrical impedance; Geotechnical engineering; Mechanical engineering; Voltage; Electrical engineering","score_opus":0.015384360097111173,"score_gpt":0.21722722632280475,"score_spread":0.20184286622569358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215225131","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1678589,0.42866647,0.3702435,0.00070808834,0.016694557,0.0033685614,0.0014926003,0.0030208256,0.007946527],"genre_scores_gemma":[0.94641364,0.05263538,0.0004412629,0.00005985056,0.0001262647,0.00006192262,0.00019025811,0.00005188582,0.000019560082],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872726,0.000013029858,0.000504245,0.00019133947,0.0002045174,0.00035961988],"domain_scores_gemma":[0.9996056,0.00006903018,0.000028100469,0.00017444487,0.00003467826,0.000088142224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023063291,0.0002442898,0.0003132397,0.00007336879,0.000046526235,0.000034274057,0.000104270875,0.000097236785,0.00018657121],"category_scores_gemma":[0.00012417813,0.00025970364,0.00008756437,0.00041421168,0.000010349051,0.0004382456,0.000005486284,0.00025140462,0.000036832156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064347223,0.00017244826,0.0008537064,0.00724842,0.00015256352,0.000021821335,0.00050874864,0.8817776,0.003807155,0.00043684407,0.033124607,0.07188968],"study_design_scores_gemma":[0.00038395572,0.00008874428,0.003963413,0.007602356,0.00008961558,0.000016719407,0.0000021782964,0.79474694,0.0010827207,0.000013084978,0.19150828,0.00050199195],"about_ca_topic_score_codex":0.0000047995054,"about_ca_topic_score_gemma":0.000001510092,"teacher_disagreement_score":0.77855474,"about_ca_system_score_codex":0.00011508524,"about_ca_system_score_gemma":0.000005915934,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W3215511119","doi":"10.1109/mper.2002.4312520","title":"Estimating Overpressures in Pole-Type Distribution Transformers, Part I: Tank Withstand Evaluation","year":2002,"lang":"en","type":"article","venue":"IEEE Power Engineering Review","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Overpressure; Distribution transformer; Transformer; Engineering; Limiting; Electrical impedance; Energy efficient transformer; Automotive engineering; Electrical engineering; Reliability engineering; Structural engineering; Mechanical engineering; Voltage; Physics","score_opus":0.01732526046853094,"score_gpt":0.24105655525869568,"score_spread":0.22373129479016474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215511119","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093636625,0.5830911,0.30293098,0.00045098766,0.008474968,0.0033133926,0.0002483933,0.001132352,0.0067211916],"genre_scores_gemma":[0.9639684,0.035275742,0.00042134293,0.000044740726,0.00007733592,0.00006881707,0.000090316906,0.00004518566,0.00000812116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863255,0.000024225068,0.0004732019,0.00019470039,0.00033769922,0.00033764663],"domain_scores_gemma":[0.9995666,0.000071206734,0.000033131622,0.00017737006,0.0000689386,0.00008272306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005083059,0.00024219869,0.00031035478,0.000075810276,0.00003015375,0.000032442378,0.00009685189,0.00008313142,0.000301346],"category_scores_gemma":[0.00015741933,0.00025244546,0.00007149986,0.000453915,0.000011022549,0.00030147572,0.000003227049,0.00021332817,0.000040165174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005403261,0.00008918431,0.00052856543,0.004642764,0.00010835312,0.000012039805,0.0003659618,0.9191466,0.0018680895,0.00021122505,0.0133696105,0.05965222],"study_design_scores_gemma":[0.00037735765,0.000036392885,0.0015582808,0.004917363,0.000105706735,0.0000087026065,0.0000022472866,0.947824,0.00048736655,0.000018637757,0.044288415,0.00037552262],"about_ca_topic_score_codex":0.000007117016,"about_ca_topic_score_gemma":0.0000042610764,"teacher_disagreement_score":0.87033176,"about_ca_system_score_codex":0.00017274822,"about_ca_system_score_gemma":0.000010719341,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W3215598383","doi":"10.1002/9781119800194.ch5","title":"End Life Behavior of Ester Liquids in High‐Voltage Transformers","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Colloid; Colloidal particle; Chemical engineering; Cellulose; Filtration (mathematics); Degradation (telecommunications); Chemistry; Materials science; Organic chemistry","score_opus":0.008843501910777821,"score_gpt":0.21607621001260263,"score_spread":0.20723270810182481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215598383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010697852,0.0019434295,0.013255282,0.00001871787,0.00091566733,0.00045762752,0.00019360326,0.00018030692,0.9723375],"genre_scores_gemma":[0.9217859,0.003516991,0.00069326494,0.00006810323,0.00014432501,0.000095302596,0.0005271777,0.0006251937,0.072543725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992009,0.000005652148,0.0003020899,0.00014899908,0.00014713578,0.00019525838],"domain_scores_gemma":[0.9997396,0.000021606578,0.000021213453,0.00013934805,0.000011293434,0.000066922636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039428433,0.00020955387,0.00032845928,0.00027058722,0.0000042625175,0.000009814427,0.00008129275,0.00029080332,0.00933788],"category_scores_gemma":[0.0000045721777,0.00021243255,0.000080664926,0.00015135895,0.000022958202,0.000037434438,0.0000043116993,0.00015874018,0.000013130994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013659683,0.0035961785,0.0568732,0.021584023,0.0030276838,0.0006892929,0.004591439,0.009395677,0.13763154,0.026765648,0.5584573,0.17725138],"study_design_scores_gemma":[0.003878736,0.0002606851,0.051679254,0.0026101535,0.00043130154,0.0000060990183,0.00017168444,0.0022978587,0.03570976,0.000052821408,0.90060025,0.00230141],"about_ca_topic_score_codex":0.00047548453,"about_ca_topic_score_gemma":0.000943793,"teacher_disagreement_score":0.91108805,"about_ca_system_score_codex":0.000028756462,"about_ca_system_score_gemma":0.000034004177,"threshold_uncertainty_score":0.99156773},"labels":[],"label_agreement":null},{"id":"W3216139153","doi":"10.18280/ejee.230504","title":"Effects of VA Rating on the Fault Diagnosis of Power Transformer Using SFRA Test","year":2021,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transformer; Electronic engineering; Electrical engineering; Engineering; Reliability engineering; Voltage","score_opus":0.0069227321054228805,"score_gpt":0.18812400973427965,"score_spread":0.18120127762885677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216139153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882801,0.0024200308,0.10771224,0.000060973256,0.0003182523,0.00010173177,0.000003716171,0.000024344046,0.0010786143],"genre_scores_gemma":[0.9982682,0.0004309704,0.001147362,0.000022468475,0.00007966339,8.9086205e-7,5.5534287e-7,0.000047925947,0.0000019812096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988069,0.000053987587,0.00058460515,0.0000757569,0.00026426,0.00021451082],"domain_scores_gemma":[0.9983229,0.0012334408,0.000101859805,0.00009751264,0.00017021257,0.000074041585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003294906,0.00015370826,0.00027268747,0.00014144821,0.000027224029,0.000017691742,0.0001464566,0.000029639175,0.000016853102],"category_scores_gemma":[0.0009819336,0.00011956701,0.00015626526,0.0005497003,0.000013460042,0.000103900034,0.000005575413,0.00037740674,0.0000015803797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001118543,0.00014135039,0.00038679986,0.00022783272,0.00016235752,0.00012526722,0.00035489348,0.3774612,0.6154539,0.0004517515,0.00009162047,0.0051318742],"study_design_scores_gemma":[0.000684994,0.00048049516,0.01055402,0.0008875218,0.00010829492,0.000052486317,0.00001555627,0.10636022,0.879888,0.000011304189,0.00075639354,0.00020072133],"about_ca_topic_score_codex":5.988955e-7,"about_ca_topic_score_gemma":6.905357e-8,"teacher_disagreement_score":0.27110097,"about_ca_system_score_codex":0.000042788935,"about_ca_system_score_gemma":0.000027959826,"threshold_uncertainty_score":0.48758012},"labels":[],"label_agreement":null},{"id":"W3216636445","doi":"10.1002/9781119800194.ch10","title":"Behavior of Ester Liquids Under Various Operating Fault Conditions","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Fault (geology); Electric arc; Chemistry; Physical chemistry; Geology","score_opus":0.012473769064412723,"score_gpt":0.25208093569639195,"score_spread":0.23960716663197923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216636445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015458333,0.00064121495,0.038697556,0.000013938897,0.00059902045,0.00022626655,0.00017599369,0.00020896783,0.9578912],"genre_scores_gemma":[0.6468031,0.00076445256,0.0049150577,0.00016574735,0.0002747839,0.00013900657,0.0017563525,0.0008101061,0.3443714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994874,0.0000057590823,0.00018795815,0.000107732194,0.000094079005,0.000117054435],"domain_scores_gemma":[0.9997471,0.00002069807,0.000019348136,0.00015116239,0.000026620372,0.00003509007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000017769853,0.00014348251,0.00018357387,0.000097667296,0.000014419485,0.000021062526,0.00005745727,0.0001904162,0.008920014],"category_scores_gemma":[0.000003762794,0.0001435221,0.00005564189,0.000073356925,0.000017221892,0.000033599506,0.000008100511,0.00010903431,0.000021584194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032323587,0.0010345344,0.002324303,0.0030142725,0.0020364646,0.00012731977,0.0011735786,0.07768768,0.087354265,0.07396617,0.7452008,0.0060773566],"study_design_scores_gemma":[0.0034881036,0.00037382095,0.01986391,0.004906919,0.0016094618,0.00007394639,0.00048487866,0.043924794,0.0394482,0.00044379703,0.8810638,0.0043183346],"about_ca_topic_score_codex":0.00011589811,"about_ca_topic_score_gemma":0.0001773348,"teacher_disagreement_score":0.64525723,"about_ca_system_score_codex":0.000019927606,"about_ca_system_score_gemma":0.000021957967,"threshold_uncertainty_score":0.991986},"labels":[],"label_agreement":null},{"id":"W3217144029","doi":"10.32920/ryerson.14648940.v1","title":"Hydraulic Analysis of Oil Spill Control Systems in Transformer Stations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformer oil; Transformer; Distribution transformer; Environmental science; Petroleum engineering; Transformer effect; Engineering; Electrical engineering; Voltage","score_opus":0.010244141836883493,"score_gpt":0.22489241616548059,"score_spread":0.2146482743285971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217144029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5352465,0.0040373486,0.4220327,0.00008861413,0.00094178785,0.0003379253,0.00075399573,0.00014449516,0.036416657],"genre_scores_gemma":[0.9970301,0.001946956,0.00017186407,0.000018033668,0.00001665893,0.00008512395,0.00067818846,0.000024038407,0.000029051442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872816,0.000025110521,0.00065587246,0.0002028047,0.00019721834,0.00019083657],"domain_scores_gemma":[0.9994407,0.00010498203,0.000046925365,0.00025762324,0.000096778036,0.000052965806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013503806,0.00019805448,0.0006433941,0.00068745273,0.000011299362,0.000048996193,0.00011144197,0.00020414269,0.00012010123],"category_scores_gemma":[0.000013155345,0.00020519973,0.00025261354,0.00067229103,0.000014702154,0.0000679141,0.0000056379217,0.00025225023,0.0000024740089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022575534,0.00003377217,0.0014919281,0.00043431701,0.0013825841,0.000002722984,0.00052203925,0.99353904,0.00071338285,0.00046688336,0.000015365182,0.0013957105],"study_design_scores_gemma":[0.0004439858,0.000008362574,0.03360106,0.00017611936,0.0012163884,2.399281e-7,0.00017713543,0.9633139,0.0004396537,0.000031251606,0.0003457219,0.00024619856],"about_ca_topic_score_codex":0.0016654211,"about_ca_topic_score_gemma":0.0018112872,"teacher_disagreement_score":0.46178362,"about_ca_system_score_codex":0.00008948979,"about_ca_system_score_gemma":0.000052328214,"threshold_uncertainty_score":0.8367802},"labels":[],"label_agreement":null},{"id":"W4200314722","doi":"10.3390/en15010167","title":"Pre-Breakdown and Breakdown Behavior of Synthetic and Natural Ester Liquids under AC Stress","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Curvature; Mineral oil; Mechanics; Electric field; Voltage; Breakdown voltage; Materials science; Electrical breakdown; Streamer discharge; Thermal; Dielectric strength; Transformer oil; RADIUS; Composite material; Transformer; Dielectric; Electrical engineering; Thermodynamics; Physics; Optoelectronics; Engineering; Metallurgy","score_opus":0.0044908901635178685,"score_gpt":0.2052047373019201,"score_spread":0.20071384713840223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200314722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958551,0.0030906314,0.00019077586,0.000053876396,0.0002063611,0.000044791588,0.000030815256,0.00004377237,0.00048387863],"genre_scores_gemma":[0.99880123,0.00080863235,0.0001939866,0.000013976808,0.000022670438,0.000010582422,0.0000206636,0.000015352587,0.0001129258],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995734,0.0000083273835,0.0001228538,0.00010658473,0.00007738085,0.0001114389],"domain_scores_gemma":[0.99976397,0.000057997655,0.000011191896,0.00010384483,0.000029867268,0.000033139157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002241768,0.000095741314,0.000117282434,0.000037244365,0.000024059567,0.000032646156,0.00003228837,0.00005171847,0.000021846583],"category_scores_gemma":[0.000008018225,0.00008940575,0.000021447588,0.00005203471,0.000047399255,0.00012330379,0.000021126647,0.00006293434,5.441968e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096169984,0.0004913114,0.11606604,0.0019010879,0.00063136825,0.00010937844,0.00856788,0.15563492,0.5691262,0.027644133,0.0005461314,0.11918536],"study_design_scores_gemma":[0.0004752468,0.000052077423,0.64729446,0.00018956252,0.00012214876,0.000037285972,0.00025006794,0.005101669,0.34512407,0.0002829933,0.0007773047,0.0002931412],"about_ca_topic_score_codex":0.000024910709,"about_ca_topic_score_gemma":0.00004507718,"teacher_disagreement_score":0.53122836,"about_ca_system_score_codex":0.000008514429,"about_ca_system_score_gemma":0.000008810166,"threshold_uncertainty_score":0.36458606},"labels":[],"label_agreement":null},{"id":"W4205660433","doi":"10.1109/catcon52335.2021.9670498","title":"Monitoring the Sol and Gel in Natural Esters under Open Beaker Thermal Aging","year":2021,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Accelerated aging; Dielectric strength; Transformer; Thermal stability; Moisture; Thermal; Polymerization; Viscosity; Composite material; Chemical engineering; Dielectric; Organic chemistry; Chemistry; Polymer; Electrical engineering; Thermodynamics","score_opus":0.014082959892229156,"score_gpt":0.2416759814621017,"score_spread":0.22759302156987254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205660433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886853,0.0011847256,0.001183428,0.0005139679,0.0004030166,0.00009483359,6.8845344e-7,0.000029399154,0.007904616],"genre_scores_gemma":[0.99932534,0.00015344082,0.00028454213,0.00009085848,0.000036115795,0.000006514711,0.0000019006426,0.000010259658,0.00009104768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999673,0.0000075000576,0.00008020538,0.00007213171,0.000049848266,0.00011732],"domain_scores_gemma":[0.9998432,0.000052838226,0.0000039944284,0.00007240331,0.000009772795,0.000017795797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057130776,0.00005821197,0.000053952153,0.000016444248,0.000035052628,0.00011983619,0.00007018194,0.000020630037,0.000014725082],"category_scores_gemma":[0.0000045266775,0.000042851047,0.000010839192,0.000053941963,0.0000085092215,0.00020987337,0.000033789867,0.00010248821,0.0000024471547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020738462,0.00010262497,0.34283555,0.00018849579,0.00036535616,0.00009675501,0.012746667,0.24943414,0.19825496,0.008738568,0.00037050468,0.18684565],"study_design_scores_gemma":[0.00057483715,0.000004988922,0.898555,0.00009682861,0.000013729668,0.000006762724,0.00088657264,0.06479555,0.033815123,0.00030607686,0.0007544542,0.00019008183],"about_ca_topic_score_codex":0.000057613885,"about_ca_topic_score_gemma":0.000078323144,"teacher_disagreement_score":0.55571944,"about_ca_system_score_codex":0.000017399036,"about_ca_system_score_gemma":0.0000073916467,"threshold_uncertainty_score":0.17474149},"labels":[],"label_agreement":null},{"id":"W4205942446","doi":"10.3390/en15030762","title":"Influence of Ester Liquids on Dielectric Strength of Cellulose Kraft Paper","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Wetting; Dielectric; Kraft paper; Mineral oil; Materials science; Composite material; Dielectric strength; Electrical insulation paper; Diffusion; Cellulose; Voltage; Electrical engineering; Chemistry; Thermodynamics; Organic chemistry; Metallurgy; Optoelectronics","score_opus":0.004260020985903091,"score_gpt":0.18780289758283686,"score_spread":0.18354287659693377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205942446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962302,0.00040680752,0.00003507846,0.00001315001,0.000079186204,0.000035593148,0.000014557895,0.00003407472,0.0031513777],"genre_scores_gemma":[0.9996867,0.0001502192,0.00003826209,0.000023405115,0.000010860776,0.000014094224,0.000007746245,0.000011654892,0.000057024423],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954903,0.000010063083,0.00015240212,0.000060545986,0.00013471667,0.000093236165],"domain_scores_gemma":[0.99978626,0.000055954533,0.000020478677,0.0001063673,0.000016213853,0.000014738301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003913866,0.000065275504,0.000092368464,0.00008535232,0.0000195402,0.0000028982977,0.00007976162,0.000018208224,0.00006071762],"category_scores_gemma":[0.000010117666,0.00006532993,0.000030668492,0.00016142226,0.000014067437,0.00006883504,0.00001386613,0.00006351874,0.0000012068048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007931524,0.000035910394,0.0005031528,0.0000331148,0.00001600941,7.894809e-7,0.00031497408,0.93618995,0.058620416,0.0033069078,0.000119285054,0.00085157086],"study_design_scores_gemma":[0.00041516955,0.000600269,0.03792491,0.00004573861,0.000026749653,8.9988123e-7,0.00006648661,0.018961016,0.9269776,0.00031128473,0.014439626,0.00023028166],"about_ca_topic_score_codex":0.00002748398,"about_ca_topic_score_gemma":0.0000033807228,"teacher_disagreement_score":0.91722894,"about_ca_system_score_codex":0.00001854009,"about_ca_system_score_gemma":0.00000954329,"threshold_uncertainty_score":0.2664077},"labels":[],"label_agreement":null},{"id":"W4213201861","doi":"10.1109/ceidp50766.2021.9705355","title":"Decomposition Kinetics of Natural Ester and Mineral Oil from Thermogravimetric Analyses","year":2021,"lang":"en","type":"article","venue":"2021 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; National Research Council Canada","funders":"","keywords":"Thermogravimetric analysis; Mineral oil; Thermal decomposition; Thermal stability; Decomposition; Kinetics; Petroleum; Materials science; Arrhenius equation; Chemical engineering; Activation energy; Chemistry; Organic chemistry; Engineering","score_opus":0.02667905245428875,"score_gpt":0.27503409502490106,"score_spread":0.2483550425706123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213201861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780932,0.0052661304,0.009768088,0.00009987332,0.00019836712,0.000088337205,0.00003110659,0.00005358934,0.006401317],"genre_scores_gemma":[0.9954389,0.003786877,0.00034284996,0.00009050901,0.00009559311,0.0000086276905,0.00015405631,0.000021600257,0.00006098643],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874556,0.000056901514,0.00038735493,0.00030700868,0.00022421307,0.00027895632],"domain_scores_gemma":[0.99922615,0.00025575937,0.00007008947,0.00015248184,0.00017456473,0.000120950164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048260576,0.00023189453,0.00032997245,0.00033349355,0.000053687792,0.00008852347,0.00006860702,0.000117982956,0.00007297714],"category_scores_gemma":[0.00005940087,0.00022231373,0.000058842983,0.0011464789,0.00003777563,0.00014745315,0.000010621533,0.00023385182,0.0000040738373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058967657,0.0002000802,0.001001728,0.000031851538,0.00014370095,0.000006680904,0.00016539494,0.0010945379,0.749801,0.003315581,0.000033500273,0.24414702],"study_design_scores_gemma":[0.0013536484,0.00036986527,0.14984554,0.00006387414,0.00016528687,0.000006915566,0.000018559584,0.7422649,0.10161419,0.0036302032,0.00016190497,0.0005050774],"about_ca_topic_score_codex":0.000034150366,"about_ca_topic_score_gemma":0.000010717938,"teacher_disagreement_score":0.7411704,"about_ca_system_score_codex":0.000058992966,"about_ca_system_score_gemma":0.000028962178,"threshold_uncertainty_score":0.90656906},"labels":[],"label_agreement":null},{"id":"W4224253962","doi":"10.1049/gtd2.12480","title":"Using structured laser illumination planar imaging (SLIPI) as a new technique to monitor the degradation of biodegradable oils in electrical power transformers","year":2022,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Transformer; Planar; Materials science; Degradation (telecommunications); Laser; Electrical engineering; Computer science; Engineering; Optics; Voltage; Physics; Computer graphics (images)","score_opus":0.012217378443919116,"score_gpt":0.24026534400684552,"score_spread":0.2280479655629264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224253962","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2979901,0.00020468944,0.7000062,0.0006098849,0.00022555889,0.00067058566,0.00018141065,0.000062130646,0.00004941432],"genre_scores_gemma":[0.9962321,0.00007254817,0.0020804328,0.000066786044,0.000048250582,0.00011087758,0.0013394948,0.000027278988,0.000022250853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842316,0.00009498337,0.0005110035,0.00024074715,0.00045175003,0.00027838035],"domain_scores_gemma":[0.9995572,0.000036008725,0.00006239451,0.00013507904,0.000074928634,0.00013438045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031854303,0.00020073676,0.00017853036,0.00022250583,0.00026636085,0.000043489206,0.00013538542,0.000081745566,0.00011475913],"category_scores_gemma":[0.000029805506,0.00018503903,0.00008409176,0.000931155,0.000019236077,0.00034793327,0.00000510274,0.00025090904,0.0000015954345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068965375,0.000057060624,0.00012535445,0.00001502795,0.000013043253,0.0000017169178,0.00042133784,0.08678697,0.88590074,0.0006354089,0.0011580726,0.024816316],"study_design_scores_gemma":[0.0006281023,0.0001082778,0.0008949647,0.000031063868,0.000035567675,0.000014001451,0.000113471775,0.25694454,0.7340354,0.00029986416,0.00664457,0.0002501946],"about_ca_topic_score_codex":0.00021413955,"about_ca_topic_score_gemma":0.000022880431,"teacher_disagreement_score":0.69824195,"about_ca_system_score_codex":0.0004400595,"about_ca_system_score_gemma":0.00012785284,"threshold_uncertainty_score":0.75456727},"labels":[],"label_agreement":null},{"id":"W4229486384","doi":"10.32920/ryerson.14648940","title":"Hydraulic Analysis of Oil Spill Control Systems in Transformer Stations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformer oil; Transformer; Distribution transformer; Environmental science; Petroleum engineering; Transformer effect; Engineering; Electrical engineering; Voltage","score_opus":0.010244141836883493,"score_gpt":0.22489241616548059,"score_spread":0.2146482743285971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229486384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5352465,0.0040373486,0.4220327,0.00008861413,0.00094178785,0.0003379253,0.00075399573,0.00014449516,0.036416657],"genre_scores_gemma":[0.9970301,0.001946956,0.00017186407,0.000018033668,0.00001665893,0.00008512395,0.00067818846,0.000024038407,0.000029051442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872816,0.000025110521,0.00065587246,0.0002028047,0.00019721834,0.00019083657],"domain_scores_gemma":[0.9994407,0.00010498203,0.000046925365,0.00025762324,0.000096778036,0.000052965806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013503806,0.00019805448,0.0006433941,0.00068745273,0.000011299362,0.000048996193,0.00011144197,0.00020414269,0.00012010123],"category_scores_gemma":[0.000013155345,0.00020519973,0.00025261354,0.00067229103,0.000014702154,0.0000679141,0.0000056379217,0.00025225023,0.0000024740089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022575534,0.00003377217,0.0014919281,0.00043431701,0.0013825841,0.000002722984,0.00052203925,0.99353904,0.00071338285,0.00046688336,0.000015365182,0.0013957105],"study_design_scores_gemma":[0.0004439858,0.000008362574,0.03360106,0.00017611936,0.0012163884,2.399281e-7,0.00017713543,0.9633139,0.0004396537,0.000031251606,0.0003457219,0.00024619856],"about_ca_topic_score_codex":0.0016654211,"about_ca_topic_score_gemma":0.0018112872,"teacher_disagreement_score":0.46178362,"about_ca_system_score_codex":0.00008948979,"about_ca_system_score_gemma":0.000052328214,"threshold_uncertainty_score":0.8367802},"labels":[],"label_agreement":null},{"id":"W4230275575","doi":"10.1109/tpwrd.2003.820223","title":"Thermal Problems Caused by Harmonic Frequency Leakage Fluxes in Three-Phase, Three-Winding Converter Transformers","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teshmont (Canada)","funders":"","keywords":"Leakage inductance; Transformer; Energy efficient transformer; Electrical engineering; Distribution transformer; Electromagnetic coil; Rotary variable differential transformer; Isolation transformer; Materials science; Transformer effect; Delta-wye transformer; Electrical impedance; Engineering; Voltage","score_opus":0.012948419462925857,"score_gpt":0.2137041712297538,"score_spread":0.20075575176682794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230275575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49234223,0.0003255436,0.5049567,0.00011175222,0.00067112135,0.00044376496,0.00016376791,0.0002150784,0.0007699971],"genre_scores_gemma":[0.9990028,0.0004205258,0.00012002121,0.00017895983,0.000016328238,0.00011553711,0.000033767763,0.000097131946,0.000014905818],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981349,0.000016829626,0.0005310967,0.00037062838,0.00032017776,0.00062637625],"domain_scores_gemma":[0.99947274,0.00006588557,0.000034278553,0.00023386024,0.00004201932,0.0001512227],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001204617,0.0004121796,0.00032129305,0.00036640276,0.00015479322,0.000067493595,0.0001981245,0.0002404096,0.00035501726],"category_scores_gemma":[0.0000011817809,0.0004319411,0.0001941578,0.00042184265,0.000081908816,0.00075561623,5.489255e-7,0.0005774369,0.00011167711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015447495,0.0018908,0.0005719705,0.00027689937,0.00067510165,0.000095449395,0.004882661,0.43824747,0.514551,0.0001649363,0.00034541625,0.038143855],"study_design_scores_gemma":[0.03802119,0.0031811348,0.011791668,0.0018580728,0.0006848169,0.000039293012,0.0006148273,0.17720376,0.75606626,0.0025058815,0.0027678667,0.00526522],"about_ca_topic_score_codex":0.00046249377,"about_ca_topic_score_gemma":0.0017434654,"teacher_disagreement_score":0.5066606,"about_ca_system_score_codex":0.00036267441,"about_ca_system_score_gemma":0.0000656176,"threshold_uncertainty_score":0.99981326},"labels":[],"label_agreement":null},{"id":"W4235653934","doi":"10.1109/61.974200","title":"On-line detection and location of low-level arcing in dry-type transformers","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Switchgear; Electric arc; Electrical engineering; Transformer; Voltage; Enclosure; Engineering; Materials science; Electrode; Automotive engineering; Physics","score_opus":0.01946071851408855,"score_gpt":0.20968249497932817,"score_spread":0.19022177646523963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235653934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5311158,0.00014010817,0.46748415,0.000020150015,0.00047996637,0.00015132646,0.000018403178,0.000054308948,0.000535806],"genre_scores_gemma":[0.9986027,0.001182879,0.00010358278,0.000037384485,0.000007903628,0.000013280832,0.0000024783947,0.000028796656,0.00002099609],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917364,0.000013810701,0.00030040892,0.00016796471,0.00015759617,0.00018654867],"domain_scores_gemma":[0.9996197,0.000103120285,0.000022057025,0.00010853988,0.000089247544,0.00005728345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007392647,0.00016152048,0.00015804757,0.00037222038,0.000053201336,0.000012783307,0.000045739966,0.000112089634,0.00008655521],"category_scores_gemma":[0.0000055424957,0.00017914145,0.000040039704,0.0005824027,0.000034320798,0.00023246222,1.9284695e-7,0.00022563148,0.000024188466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013869359,0.0003366648,0.00004700288,0.00021188737,0.00006994439,0.0000037778793,0.0013979101,0.8445724,0.037673555,0.000037312795,0.000023162589,0.11548765],"study_design_scores_gemma":[0.0016275982,0.0006843202,0.0034563153,0.00042310104,0.000050467468,0.000005174904,0.0001236854,0.7440673,0.24896468,0.00011018714,0.000084089246,0.00040304946],"about_ca_topic_score_codex":0.00005098007,"about_ca_topic_score_gemma":0.00015796727,"teacher_disagreement_score":0.46748692,"about_ca_system_score_codex":0.00008886051,"about_ca_system_score_gemma":0.000009072874,"threshold_uncertainty_score":0.7305177},"labels":[],"label_agreement":null},{"id":"W4241687557","doi":"10.26434/chemrxiv.6297185","title":"Maxwell’s Equations versus Newton’s Third Law","year":2018,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Maxwell's equations; Electrostatics; Electric field; Newton's method; Physics; Classical mechanics; Quantum mechanics; Nonlinear system","score_opus":0.030465574177235787,"score_gpt":0.25005553455988533,"score_spread":0.21958996038264955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241687557","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044586763,0.0017076381,0.14944732,0.00071956735,0.017578458,0.000845652,0.000089101246,0.0017229681,0.78330255],"genre_scores_gemma":[0.9970954,0.00038419865,0.0008510455,0.00006032033,0.00064238696,0.00006711964,0.0006341006,0.00006732484,0.00019807807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905854,0.000006801638,0.00025817094,0.00025146443,0.00016474223,0.00026028103],"domain_scores_gemma":[0.99923944,0.000104586084,0.0000357712,0.00045202105,0.00007283987,0.00009536362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000840894,0.00025249136,0.00020429358,0.00006536186,0.000067528366,0.00008636829,0.00024319135,0.00032550882,0.00017810597],"category_scores_gemma":[0.000037536036,0.00028429975,0.00012090603,0.00008003124,0.00006355537,0.00008206465,0.000073377785,0.00038209098,0.00031091832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020502019,0.0005130771,0.00045580888,0.003541677,0.0026816886,0.000046484027,0.005065846,0.3762744,0.01162618,0.25774145,0.33123866,0.010609711],"study_design_scores_gemma":[0.0021807733,0.00011669077,0.001299216,0.0005641503,0.00044064614,0.0000016785399,0.0000450353,0.46406445,0.057566784,0.02685879,0.4448276,0.002034183],"about_ca_topic_score_codex":0.000054521322,"about_ca_topic_score_gemma":0.00009389467,"teacher_disagreement_score":0.9525087,"about_ca_system_score_codex":0.00012462892,"about_ca_system_score_gemma":0.000038480197,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W4243600871","doi":"10.26434/chemrxiv.6297185.v1","title":"Maxwell’s Equations versus Newton’s Third Law","year":2018,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Maxwell's equations; Electrostatics; Electric field; Newton's method; Physics; Classical mechanics; Applied mathematics; Mathematics; Nonlinear system; Quantum mechanics","score_opus":0.030465574177235787,"score_gpt":0.25005553455988533,"score_spread":0.21958996038264955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243600871","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044586763,0.0017076381,0.14944732,0.00071956735,0.017578458,0.000845652,0.000089101246,0.0017229681,0.78330255],"genre_scores_gemma":[0.9970954,0.00038419865,0.0008510455,0.00006032033,0.00064238696,0.00006711964,0.0006341006,0.00006732484,0.00019807807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905854,0.000006801638,0.00025817094,0.00025146443,0.00016474223,0.00026028103],"domain_scores_gemma":[0.99923944,0.000104586084,0.0000357712,0.00045202105,0.00007283987,0.00009536362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000840894,0.00025249136,0.00020429358,0.00006536186,0.000067528366,0.00008636829,0.00024319135,0.00032550882,0.00017810597],"category_scores_gemma":[0.000037536036,0.00028429975,0.00012090603,0.00008003124,0.00006355537,0.00008206465,0.000073377785,0.00038209098,0.00031091832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020502019,0.0005130771,0.00045580888,0.003541677,0.0026816886,0.000046484027,0.005065846,0.3762744,0.01162618,0.25774145,0.33123866,0.010609711],"study_design_scores_gemma":[0.0021807733,0.00011669077,0.001299216,0.0005641503,0.00044064614,0.0000016785399,0.0000450353,0.46406445,0.057566784,0.02685879,0.4448276,0.002034183],"about_ca_topic_score_codex":0.000054521322,"about_ca_topic_score_gemma":0.00009389467,"teacher_disagreement_score":0.9525087,"about_ca_system_score_codex":0.00012462892,"about_ca_system_score_gemma":0.000038480197,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W4246042101","doi":"10.1109/icps.2013.6547343","title":"Frequency response analysis for phase-shifting transformers in oil field facilities","year":2013,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Troubleshooting; Transformer; Variable-frequency drive; Engineering; Distribution transformer; Reliability engineering; Computer science; Electrical engineering; Automotive engineering; Voltage","score_opus":0.01429248351079385,"score_gpt":0.2427405340580912,"score_spread":0.22844805054729736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246042101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8219831,0.0000915896,0.16766791,0.00034860446,0.00007721245,0.00013377205,0.000039497456,0.00009734827,0.009560981],"genre_scores_gemma":[0.99794555,0.00009434273,0.0014078764,0.0000611018,0.000012064573,0.0001261721,0.000029330815,0.000011192274,0.00031234365],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993074,0.000011065074,0.00026176465,0.00010824781,0.000074165124,0.000237384],"domain_scores_gemma":[0.9994453,0.00039015122,0.000008560983,0.00008079772,0.000028847076,0.000046337613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016267165,0.000105262036,0.00015599093,0.00026952682,0.000030624,0.000036094232,0.000059696864,0.00006787663,0.0005897854],"category_scores_gemma":[0.00006963325,0.00010130271,0.00010716754,0.00032979014,0.000009335449,0.00027567655,0.0000013739327,0.00006947693,0.000015531348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004703238,0.00043616857,0.043456372,0.0010286121,0.0020524296,0.000007548039,0.01910261,0.093445435,0.15492445,0.004909872,0.0026514367,0.67751473],"study_design_scores_gemma":[0.00439645,0.00044022762,0.03505099,0.00006729678,0.0002642507,8.46934e-7,0.0024363177,0.8981003,0.046920545,0.00321765,0.008124801,0.0009803039],"about_ca_topic_score_codex":0.0005141635,"about_ca_topic_score_gemma":0.0003984977,"teacher_disagreement_score":0.8046549,"about_ca_system_score_codex":0.00003901508,"about_ca_system_score_gemma":0.000010854266,"threshold_uncertainty_score":0.64577365},"labels":[],"label_agreement":null},{"id":"W4251663183","doi":"10.1109/tdei.2015.7367494","title":"IEEE Dielectrics and Electrical Insulation Society [Executive Committee]","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Hydro; Université du Québec","funders":"","keywords":"Executive committee; Dielectric; Electrical engineering; Materials science; Engineering physics; Electronic engineering; Engineering; Management; Economics","score_opus":0.020816479496758387,"score_gpt":0.23328525443358544,"score_spread":0.21246877493682706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251663183","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34891683,0.0015540438,0.64687824,0.00013004016,0.000465445,0.0005692789,0.000025772262,0.00040376358,0.001056583],"genre_scores_gemma":[0.99414045,0.0045451657,0.0006743134,0.00023832753,0.00014054783,0.00006957014,0.000034302324,0.00007958481,0.00007774663],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99744815,0.00008344102,0.0006231239,0.0005327288,0.0005727107,0.00073987263],"domain_scores_gemma":[0.9985169,0.0004542824,0.00009410515,0.00023476103,0.00026758373,0.0004323747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035404522,0.00047944763,0.00044366138,0.000523591,0.0003837405,0.00017844669,0.00013060619,0.0004835031,0.0000057757516],"category_scores_gemma":[0.00005339952,0.00050085806,0.0001489858,0.0021794022,0.00007532768,0.0005055745,0.0000021014705,0.0009194791,0.000013236717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010122423,0.0021454392,0.0045170896,0.00024219298,0.0011096314,0.000028058908,0.0043932684,0.18298542,0.06088723,0.012639019,0.0066160923,0.7234243],"study_design_scores_gemma":[0.0017272296,0.0010008662,0.0075557907,0.000023829125,0.00016776522,0.000029487466,0.000017645394,0.9673865,0.015775695,0.003246502,0.002371682,0.0006969962],"about_ca_topic_score_codex":0.000060572886,"about_ca_topic_score_gemma":0.000012199918,"teacher_disagreement_score":0.78440106,"about_ca_system_score_codex":0.00044983008,"about_ca_system_score_gemma":0.00010217597,"threshold_uncertainty_score":0.9997443},"labels":[],"label_agreement":null},{"id":"W4252818297","doi":"10.1109/mei.2008.4591436","title":"DEIS News [Award announcement]","year":2008,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materials science; Engineering; Engineering physics","score_opus":0.019194619569126062,"score_gpt":0.22670322345960497,"score_spread":0.20750860389047893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252818297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76009023,0.0006463974,0.21702568,0.00026168211,0.0010477995,0.00036958614,0.00002308038,0.00072598044,0.019809572],"genre_scores_gemma":[0.9974302,0.0008842503,0.00084911886,0.00016892517,0.00024766888,0.000020471907,0.00007662756,0.000034523786,0.000288225],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885756,0.000016073804,0.00034632787,0.00017979149,0.00027338148,0.00032688052],"domain_scores_gemma":[0.99954134,0.0000625463,0.00002958081,0.00016478355,0.00008763128,0.00011411771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056789773,0.00017563968,0.00017307466,0.00017086002,0.000103425875,0.000022705332,0.00009446636,0.00010519858,0.000082255734],"category_scores_gemma":[0.000034866847,0.00018075081,0.00006409095,0.00065474125,0.00002663907,0.00026005655,0.000004127126,0.00018213573,0.00048674204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014791674,0.0006664543,0.07669013,0.000113097114,0.00030254983,0.0001224192,0.0008333071,0.25302452,0.40344432,0.00525574,0.15957548,0.09982407],"study_design_scores_gemma":[0.0012483933,0.00019783087,0.2212517,0.000015343783,0.00003260738,0.000040647334,0.0000015039163,0.5847023,0.012396235,0.0009804771,0.17857397,0.00055896497],"about_ca_topic_score_codex":0.0000098864075,"about_ca_topic_score_gemma":0.0000047528297,"teacher_disagreement_score":0.39104807,"about_ca_system_score_codex":0.00012747075,"about_ca_system_score_gemma":0.000026523443,"threshold_uncertainty_score":0.7370804},"labels":[],"label_agreement":null},{"id":"W4254926859","doi":"10.1109/mei.2018.8507710","title":"IEEE Transactions on Dielectrics and Electrical Insulation [Executive Committee]","year":2018,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Dielectric; Materials science; Electrical engineering; Dielectric strength; Executive committee; Electric breakdown; Engineering physics; Automotive engineering; Forensic engineering; Mechanical engineering; Engineering","score_opus":0.01344444167019771,"score_gpt":0.2360736988562522,"score_spread":0.2226292571860545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254926859","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41192344,0.00026337215,0.5805661,0.00013638982,0.0007612221,0.0005219093,0.000028383593,0.0005164958,0.0052826623],"genre_scores_gemma":[0.9978928,0.0004987322,0.0006633517,0.0002633059,0.00034770375,0.00004044601,0.0000311034,0.00007129808,0.00019126953],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979638,0.000069680755,0.00055064313,0.00040894622,0.00042930324,0.00057763536],"domain_scores_gemma":[0.9988585,0.00036608006,0.00007237723,0.00024450678,0.00023761939,0.00022092056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017691609,0.00036609656,0.00032843158,0.0005406871,0.0002856114,0.00009320521,0.00013079045,0.00030331945,0.00005705753],"category_scores_gemma":[0.000056167817,0.00038003465,0.00009053,0.0016638965,0.00009702408,0.00036058022,0.0000018853274,0.00056273193,0.00020250783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010189842,0.0015670265,0.0035849873,0.00012938255,0.00060225494,0.00003324608,0.0015253004,0.06182365,0.33779982,0.014213424,0.011821027,0.5658809],"study_design_scores_gemma":[0.0012641825,0.0010549912,0.059899814,0.00002678809,0.000084652944,0.000018696577,0.0000018593332,0.8819736,0.04692558,0.0022420075,0.0059364336,0.00057137245],"about_ca_topic_score_codex":0.0000105564695,"about_ca_topic_score_gemma":0.000010452129,"teacher_disagreement_score":0.82014996,"about_ca_system_score_codex":0.00026241294,"about_ca_system_score_gemma":0.000040540643,"threshold_uncertainty_score":0.9998652},"labels":[],"label_agreement":null},{"id":"W4280641266","doi":"10.1007/s00202-022-01566-9","title":"Multi-criterion fuzzy model for power transformer insulation monitoring","year":2022,"lang":"en","type":"article","venue":"Electrical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Department of Scientific and Industrial Research, Ministry of Science and Technology, India","keywords":"Transformer; Fuzzy logic; Reliability engineering; Electronic engineering; Electrical engineering; Engineering; Computer science; Materials science; Voltage; Artificial intelligence","score_opus":0.014232724825823441,"score_gpt":0.2248450476626616,"score_spread":0.21061232283683817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280641266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16036016,0.0005875396,0.8374809,0.000025719037,0.0005955504,0.0003512923,0.000033076445,0.0004208362,0.00014490657],"genre_scores_gemma":[0.98969495,0.00006134892,0.009719494,0.000014007462,0.00007215305,0.00029332237,0.000036785514,0.00007564226,0.000032317446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989542,0.0000052494133,0.00026350075,0.00017611402,0.00020247672,0.00039848613],"domain_scores_gemma":[0.99970996,0.00006181274,0.000013662735,0.00010619666,0.000025496407,0.00008289266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118321266,0.00018030459,0.00015755079,0.00020167216,0.00013830302,0.000029125242,0.000113141745,0.00005954319,0.000012625343],"category_scores_gemma":[0.000026280344,0.0002187872,0.00009812221,0.00034141747,0.00000364541,0.00019553937,0.0000073612473,0.0002770374,0.0000024831893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000106892685,0.000031944142,0.00006595959,0.000026334194,0.000020509551,7.491745e-7,0.0002877391,0.8847163,0.11072097,0.00039176366,0.000030202693,0.0036968933],"study_design_scores_gemma":[0.0005993332,0.00007310991,0.0023180598,0.00000856638,0.0000157697,0.0000034272653,0.0000061252313,0.98782855,0.0066061127,0.000073821386,0.0022028184,0.0002643023],"about_ca_topic_score_codex":0.0000020710065,"about_ca_topic_score_gemma":1.8199414e-7,"teacher_disagreement_score":0.8293348,"about_ca_system_score_codex":0.00025163105,"about_ca_system_score_gemma":0.000015838572,"threshold_uncertainty_score":0.8921883},"labels":[],"label_agreement":null},{"id":"W4283069566","doi":"10.1016/j.ress.2022.108676","title":"Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study","year":2022,"lang":"en","type":"article","venue":"Reliability Engineering & System Safety","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"EDF Energy; Agencia Estatal de Investigación; Eusko Jaurlaritza; Bruce Power","keywords":"Prognostics; Probabilistic logic; Probabilistic forecasting; Reliability engineering; Computer science; Statistical model; Data mining; Engineering; Machine learning; Artificial intelligence","score_opus":0.013435160316333959,"score_gpt":0.21901374567633433,"score_spread":0.20557858536000037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283069566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40415755,0.0000764996,0.58596635,0.000069155605,0.0015651243,0.005972076,0.0008939348,0.0012337086,0.00006558879],"genre_scores_gemma":[0.99067,0.0000071171507,0.006279074,0.0000095154355,0.00017397112,0.0025207852,0.00020436621,0.00013019794,0.0000049423647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972203,0.000054369386,0.001153684,0.00050216314,0.00037657857,0.0006929191],"domain_scores_gemma":[0.99778557,0.0012109638,0.000094392904,0.0005333328,0.00018533395,0.00019040577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010663425,0.00046975596,0.0005321085,0.0001877464,0.0004828185,0.00008034399,0.00022211157,0.00018286279,0.000015491132],"category_scores_gemma":[0.0005302714,0.00049508916,0.00021861975,0.0005880553,0.000025945643,0.0002599121,0.000027441809,0.0006418215,0.0000016487562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006747093,0.00015832098,0.00041041258,0.002009715,0.00015096272,0.000024442917,0.0019813802,0.99258417,0.00011319065,0.0013434155,0.000028303783,0.0011282065],"study_design_scores_gemma":[0.0013030506,0.00058156595,0.0005769724,0.00020713892,0.00022029909,0.00041053686,0.004885948,0.9885377,0.000030941897,0.00022784888,0.0025153765,0.0005025939],"about_ca_topic_score_codex":0.00010094412,"about_ca_topic_score_gemma":0.00006754399,"teacher_disagreement_score":0.58651245,"about_ca_system_score_codex":0.0016940536,"about_ca_system_score_gemma":0.00014263595,"threshold_uncertainty_score":0.9997501},"labels":[],"label_agreement":null},{"id":"W4285537938","doi":"10.1049/icp.2022.0412","title":"Influence of aging on prebreakdown characteristics of ester liquids with experimental and statistical analysis","year":2022,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Electrode; Degradation (telecommunications); Thermal; Composite material; Statistical analysis; Stress (linguistics); RADIUS; Voltage; Chemistry; Thermodynamics; Electrical engineering; Physics","score_opus":0.00715555035657366,"score_gpt":0.21895343170297085,"score_spread":0.21179788134639718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285537938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963797,0.000022930593,0.002593411,0.0000109909715,0.000015947948,0.000098642944,0.00011088871,0.00002537795,0.0007421277],"genre_scores_gemma":[0.99952537,0.00001975342,0.00037408082,0.000014235429,0.0000058449705,0.000027170709,0.000019514573,0.000010246325,0.0000037869297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933666,0.0000033076317,0.00021037976,0.00012804806,0.0002042076,0.00011739491],"domain_scores_gemma":[0.99973506,0.000027031427,0.000055041717,0.00005072291,0.000088677414,0.000043479115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006752701,0.000102058235,0.00020602964,0.00012358802,0.000036779857,0.000020305544,0.00007671847,0.000020573529,0.000056005076],"category_scores_gemma":[0.0000108127615,0.000096494616,0.000018023156,0.00021919889,0.00006306815,0.00011094945,0.000024407553,0.00010597648,3.0509705e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028533034,0.00039852585,0.7388318,0.0007518617,0.0008555241,0.000007061765,0.015637353,0.022269662,0.18183213,0.036362436,0.000052742107,0.002715575],"study_design_scores_gemma":[0.00047550694,0.0010145525,0.8467605,0.00010800578,0.0002539428,0.0000052700407,0.0006746404,0.064598314,0.08562161,0.00009267041,0.00010885609,0.00028611632],"about_ca_topic_score_codex":0.00001346362,"about_ca_topic_score_gemma":5.9962764e-7,"teacher_disagreement_score":0.107928716,"about_ca_system_score_codex":0.000022764973,"about_ca_system_score_gemma":0.000015926675,"threshold_uncertainty_score":0.39349362},"labels":[],"label_agreement":null},{"id":"W4285588291","doi":"10.1007/s00202-022-01606-4","title":"Analysis of DC low energy discharges emitted light for transformer oil state assessment","year":2022,"lang":"en","type":"article","venue":"Electrical Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Transformer oil; Transformer; Computer science; Voltage; Materials science; Electronic engineering; Electrical engineering; Acoustics; Engineering; Physics","score_opus":0.003469940579866075,"score_gpt":0.1990554737710252,"score_spread":0.19558553319115912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285588291","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12807055,0.0010837461,0.86892414,0.00011036103,0.00033018054,0.00011897752,0.00021168754,0.0002552885,0.0008950943],"genre_scores_gemma":[0.9985223,0.0003170114,0.00066034845,0.000017544453,0.00002593313,0.00019226214,0.00016149168,0.00004211596,0.000061008803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989196,0.000008594515,0.00033405056,0.00015772198,0.00024092973,0.0003391005],"domain_scores_gemma":[0.99962,0.00012951433,0.000024836587,0.00011915956,0.000030898114,0.00007556291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011353134,0.00016051783,0.00031066852,0.00048089627,0.00006003887,0.000014092702,0.00012425109,0.000035238798,0.00006651525],"category_scores_gemma":[0.0000128917345,0.00017247838,0.00020963355,0.0013623652,0.0000039514293,0.00008303417,0.0000062992995,0.00016387228,2.6958594e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009116193,0.000057748362,0.00016571202,0.000072782896,0.00071929273,0.0000011618993,0.00010443412,0.93363285,0.053199764,0.0015042704,0.00008637558,0.01044652],"study_design_scores_gemma":[0.00031274403,0.00008608819,0.0020511413,0.0000063121724,0.0002644965,5.7722514e-7,0.0000038821427,0.9577647,0.024239263,0.000030987678,0.015026582,0.00021325397],"about_ca_topic_score_codex":0.000012239879,"about_ca_topic_score_gemma":0.000003933481,"teacher_disagreement_score":0.87045175,"about_ca_system_score_codex":0.00015025272,"about_ca_system_score_gemma":0.000022322762,"threshold_uncertainty_score":0.7033464},"labels":[],"label_agreement":null},{"id":"W4287846833","doi":"10.1109/eic51169.2022.9833158","title":"Correction Factor for Insulation Resistance of Salient Poles","year":2022,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep Saint-Jean-sur-Richelieu; Hydro-Québec","funders":"","keywords":"Stator; Rotor (electric); Materials science; Composite material; Electromagnetic coil; Epoxy; Thermosetting polymer; Mechanical engineering; Electrical engineering; Engineering","score_opus":0.010285777728697605,"score_gpt":0.21291526383264178,"score_spread":0.20262948610394418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287846833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.648325,0.00023073242,0.3353834,0.00007922919,0.0028640307,0.00042721242,0.00027298834,0.00018705642,0.01223031],"genre_scores_gemma":[0.99918103,0.000016331036,0.00041776383,0.000012285368,0.00001539343,0.00003573378,0.000034375917,0.000009053856,0.000278035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969494,0.0000040065024,0.00011514912,0.00004779591,0.00007834298,0.000059762195],"domain_scores_gemma":[0.99985653,0.000046658202,0.000015258429,0.000049049493,0.000020952813,0.000011533502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033728476,0.00003763085,0.000048597303,0.000046697474,0.0000458728,0.0000037160987,0.000027691192,0.000011581049,0.000093389164],"category_scores_gemma":[0.000010911797,0.00004114888,0.000024849618,0.00008054416,0.0000036957051,0.00004758052,0.0000035957348,0.000029327291,5.8624937e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017666904,0.00020618044,0.006645366,0.00033211775,0.00010332812,3.663521e-7,0.002850645,0.71884626,0.17475282,0.03431864,0.024379143,0.037388463],"study_design_scores_gemma":[0.0008919815,0.00018075462,0.21236768,0.000026379379,0.000022750017,5.4650945e-7,0.00028088782,0.55680144,0.10835713,0.0025505342,0.118221626,0.00029830946],"about_ca_topic_score_codex":0.0000075311737,"about_ca_topic_score_gemma":0.0000166156,"teacher_disagreement_score":0.35085598,"about_ca_system_score_codex":0.000050182425,"about_ca_system_score_gemma":0.0000056616063,"threshold_uncertainty_score":0.16780026},"labels":[],"label_agreement":null},{"id":"W4287850215","doi":"10.1109/icdl49583.2022.9830912","title":"Preliminary Investigations on the Gassing Tendency and Breakdown strength of Low Pourpoint Transformer Liquids under Selective Conditions","year":2022,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Materials science; Transformer; Transformer oil; Composite material; Flash point; Water saturation; Liquid water; Saturation (graph theory); Chemistry; Metallurgy; Thermodynamics; Organic chemistry; Electrical engineering; Voltage","score_opus":0.010226291983303083,"score_gpt":0.21132394567404392,"score_spread":0.20109765369074084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287850215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95785016,0.0001288218,0.01231003,0.002487818,0.00014091442,0.00043479947,0.00023937102,0.0001209459,0.026287122],"genre_scores_gemma":[0.9993905,0.000058592643,0.00015738339,0.00017682972,0.000012495281,0.00008178575,0.000050836916,0.000016854596,0.000054755157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940026,0.000028774912,0.0001822474,0.0001024186,0.00015120574,0.00013508313],"domain_scores_gemma":[0.99957657,0.00023291174,0.000018877505,0.00009615076,0.000030505096,0.00004499768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008964053,0.000101106714,0.00008918237,0.000093651426,0.00025828867,0.000015654858,0.00006221792,0.000026961878,0.00026401132],"category_scores_gemma":[0.000014286149,0.00008065515,0.000038298145,0.00021116392,0.000070458496,0.00011005772,0.000007142424,0.00019554634,0.0000019315155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000809624,0.00070416625,0.0020372404,0.000242964,0.00048846053,0.000004417917,0.009656052,0.46471664,0.069496796,0.43856677,0.009761283,0.0042442367],"study_design_scores_gemma":[0.0022452315,0.002885441,0.278173,0.00035631456,0.00033847586,0.00008128438,0.007837534,0.42961624,0.20250288,0.07233131,0.0024551447,0.0011771373],"about_ca_topic_score_codex":0.000027272386,"about_ca_topic_score_gemma":0.000013856379,"teacher_disagreement_score":0.36623546,"about_ca_system_score_codex":0.00005711784,"about_ca_system_score_gemma":0.000042543714,"threshold_uncertainty_score":0.32890213},"labels":[],"label_agreement":null},{"id":"W4289767443","doi":"10.25077/jnte.v11n2.968.2022","title":"Gas Production by Monoester of Saturated Fatty Acids under Electrical Fault","year":2022,"lang":"en","type":"article","venue":"Jurnal Nasional Teknik Elektro","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North","funders":"Universitas Andalas","keywords":"Gas chromatography; Fossil fuel; Voltage; Hydrocarbon; Fault (geology); Petroleum engineering; Chromatography; Electric potential energy; High voltage; Chemistry; Environmental science; Pulp and paper industry; Analytical Chemistry (journal); Materials science; Energy (signal processing); Organic chemistry; Geology; Electrical engineering; Engineering; Mathematics","score_opus":0.008934426156416205,"score_gpt":0.21556161518069863,"score_spread":0.20662718902428243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289767443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922976,0.0006572261,0.0051457277,0.00040857508,0.00068255083,0.00019958406,0.000085443404,0.00010988676,0.0004134096],"genre_scores_gemma":[0.9990871,0.00014932206,0.00021230568,0.00009370739,0.00011528113,0.000029904239,0.00014680637,0.000031692467,0.00013387232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986985,0.00004578101,0.00033678196,0.0001828168,0.00047997173,0.0002562031],"domain_scores_gemma":[0.99959797,0.000067530906,0.000054851163,0.00012316805,0.00007839376,0.000078071556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764316,0.00015252912,0.00017506724,0.00013756826,0.00013208826,0.000016810205,0.00013327197,0.000059352325,0.00007828797],"category_scores_gemma":[0.00003371081,0.00014759101,0.00008785478,0.0004191858,0.000023925159,0.00016567139,0.000022407858,0.00041785298,0.000008826385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017537655,0.00024267998,0.0015738055,0.000034425422,0.00012637231,0.0000054066945,0.00010907908,0.10981437,0.8572583,0.0011301556,0.019944532,0.009585504],"study_design_scores_gemma":[0.0023888878,0.0009128236,0.07659855,0.0000689159,0.00014178673,0.00024069793,0.00012507488,0.16790451,0.64070404,0.0040152087,0.105791226,0.001108272],"about_ca_topic_score_codex":0.000008483381,"about_ca_topic_score_gemma":0.0000011500704,"teacher_disagreement_score":0.21655425,"about_ca_system_score_codex":0.00023072405,"about_ca_system_score_gemma":0.00005322415,"threshold_uncertainty_score":0.6018587},"labels":[],"label_agreement":null},{"id":"W4299861827","doi":"","title":"Dielectric spectroscopy techniques as quality control tool: a feasibility study","year":2009,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Quality (philosophy); Spectroscopy; Dielectric; Materials science; Environmental science; Computer science; Optoelectronics; Physics; Astronomy","score_opus":0.010710417533869534,"score_gpt":0.25185377836339057,"score_spread":0.24114336082952104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299861827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008151045,0.0013034337,0.1405129,0.00050534605,0.00017049018,0.0017596551,0.000102496844,0.0018330624,0.8456616],"genre_scores_gemma":[0.934588,0.0015728396,0.00977761,0.000102791804,0.00006952056,0.00014476394,0.00026637752,0.0003757149,0.053102393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965829,0.0016025926,0.00052650657,0.00051812775,0.0003917175,0.00037810684],"domain_scores_gemma":[0.9973482,0.00058784115,0.00018925806,0.0013846424,0.00037153054,0.000118520285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027041943,0.00039296976,0.0004919763,0.00027505818,0.00011697653,0.00017861532,0.0005576517,0.00027814793,0.00043284343],"category_scores_gemma":[0.00064912817,0.00042039884,0.00015572032,0.0004443734,0.00006947943,0.00009575589,0.000038854534,0.00042956808,0.00007110411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023216176,0.018996459,0.0400202,0.0017063498,0.002261525,0.00006818789,0.015894663,0.00012441976,0.042160567,0.17936239,0.26356086,0.43561223],"study_design_scores_gemma":[0.007798107,0.000035918732,0.1398048,0.0047648777,0.00071108865,0.000020675821,0.00020497068,0.014390834,0.1738064,0.012381543,0.640945,0.005135783],"about_ca_topic_score_codex":0.0013781629,"about_ca_topic_score_gemma":0.0026226155,"teacher_disagreement_score":0.92643696,"about_ca_system_score_codex":0.00017715589,"about_ca_system_score_gemma":0.00008462635,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W4306769507","doi":"10.3390/s22207923","title":"Towards Online Ageing Detection in Transformer Oil: A Review","year":2022,"lang":"en","type":"review","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Transformer; Reliability engineering; Robustness (evolution); Internet of Things; Transformer oil; Computer science; Engineering; Computer security; Voltage; Electrical engineering","score_opus":0.03529483609999484,"score_gpt":0.28929040483759993,"score_spread":0.2539955687376051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306769507","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045775316,0.99347967,0.00007163621,0.00001389005,0.00060704263,0.00039348184,0.00013000247,0.00016527508,0.0050932486],"genre_scores_gemma":[0.0000431754,0.99912,0.000043382784,0.00003755706,0.000082844956,0.00012642653,0.00038912805,0.000105875784,0.000051610314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984654,0.00007122672,0.0006950114,0.00024413886,0.00022116424,0.00030301613],"domain_scores_gemma":[0.99957967,0.00008380427,0.000056377423,0.00020945407,0.000010910942,0.000059765163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021291536,0.00036150398,0.0010310047,0.00029913962,0.00004039127,0.000014869118,0.00014276059,0.00016612056,0.0002928655],"category_scores_gemma":[0.000046932677,0.00034995354,0.00037381897,0.0006999631,0.000010971418,0.00007134522,0.0000066559082,0.00069037685,0.000031357096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.5400043e-7,0.00001598744,4.5756753e-8,0.04800603,0.000037444228,0.00002688932,0.000037990627,0.00038786876,5.1206035e-7,0.00000454061,0.000026465568,0.9514558],"study_design_scores_gemma":[0.000092048074,0.00001803136,0.0000049584905,0.02420531,0.0003050202,0.000024842499,0.000006325583,0.001012971,0.000002763373,0.000006252651,0.9739701,0.0003513847],"about_ca_topic_score_codex":0.000053347434,"about_ca_topic_score_gemma":0.00014679706,"teacher_disagreement_score":0.97394365,"about_ca_system_score_codex":0.00030761922,"about_ca_system_score_gemma":0.00005039277,"threshold_uncertainty_score":0.9998953},"labels":[],"label_agreement":null},{"id":"W4310036665","doi":"10.3390/en15238885","title":"Diagnosing Disk-Space Variation in Distribution Power Transformer Windings Using Group Method of Data Handling Artificial Neural Networks","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Electromagnetic coil; Smart grid; Artificial neural network; Fault (geology); Electric power system; Engineering; Test data; Transformer; Computer science; Data-driven; Reliability engineering; Electronic engineering; Real-time computing; Artificial intelligence; Power (physics); Voltage; Electrical engineering","score_opus":0.025223307754058986,"score_gpt":0.2649316843457899,"score_spread":0.23970837659173092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310036665","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4921398,0.00027483774,0.50679433,0.00003029955,0.00045878673,0.000089078014,0.00013483342,0.000042663494,0.00003538668],"genre_scores_gemma":[0.99609166,0.00007708747,0.0030348704,0.000008727714,0.000066760316,0.00001539532,0.00067798764,0.000026702213,8.18798e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998913,0.000062777304,0.0003623249,0.000204951,0.00020678098,0.0002501769],"domain_scores_gemma":[0.9995143,0.00018784174,0.000058264835,0.00019421037,0.000016661488,0.000028748713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047247333,0.00013625449,0.0001921207,0.000112905735,0.00014809748,0.000040876672,0.0001789276,0.0000537968,0.000030768173],"category_scores_gemma":[0.00003077812,0.00015674431,0.000042654574,0.00042135647,0.000018543691,0.0006073079,0.000039559403,0.00020882147,1.4659655e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019290203,0.00003816481,0.001017721,0.000016910235,0.000019160758,0.0000020374168,0.00074483326,0.97499907,0.01653065,0.0023740856,0.00002042557,0.0042176633],"study_design_scores_gemma":[0.00023264987,0.000032315165,0.012042494,0.000028353898,0.00003643251,0.000003180068,0.00020731105,0.9839404,0.0026222672,0.00026127862,0.00041880287,0.00017447905],"about_ca_topic_score_codex":0.00026747942,"about_ca_topic_score_gemma":0.0000632183,"teacher_disagreement_score":0.50395185,"about_ca_system_score_codex":0.00013169034,"about_ca_system_score_gemma":0.000011751691,"threshold_uncertainty_score":0.6391848},"labels":[],"label_agreement":null},{"id":"W4312036026","doi":"10.1109/ceidp55452.2022.9985263","title":"Accelerated Ageing Study of Transformer Paper-oil Insulation under Repetitive Transient Conditions","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Electrical engineering; Transformer oil; Circuit breaker; Distribution transformer; Transient (computer programming); Voltage; Dielectric; Engineering; Materials science; Computer science","score_opus":0.029873168505841145,"score_gpt":0.25321132523007395,"score_spread":0.2233381567242328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97511005,0.00028845516,0.006020632,0.00013516194,0.00025556056,0.00063089875,0.00007780596,0.0001905115,0.0172909],"genre_scores_gemma":[0.99850583,0.00069800904,0.00001187757,0.00017662918,0.00004462348,0.00024643625,0.00017971739,0.00004645306,0.00009042931],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976444,0.00016287914,0.00070335733,0.0004513828,0.0005859493,0.00045200312],"domain_scores_gemma":[0.9991585,0.00019652444,0.00012000188,0.00021688541,0.0001588719,0.00014922844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002320684,0.00032614582,0.00040502587,0.0005892636,0.0004632258,0.00006569243,0.00015900137,0.00009416777,0.0005211061],"category_scores_gemma":[0.00002265367,0.00035229838,0.00007972312,0.0017910316,0.00004310955,0.00035504816,0.000009693962,0.00058124994,0.0000049574933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008931054,0.005664949,0.0017115837,0.00016426228,0.00080045185,0.000036628542,0.012089246,0.3318986,0.41102448,0.109747835,0.00019713632,0.12577175],"study_design_scores_gemma":[0.005780634,0.004328378,0.23391284,0.000040158844,0.00024382296,0.000012072672,0.0012683287,0.7433485,0.003157324,0.0054384773,0.0013728489,0.0010966358],"about_ca_topic_score_codex":0.000078707315,"about_ca_topic_score_gemma":0.000021970414,"teacher_disagreement_score":0.4114499,"about_ca_system_score_codex":0.0002895195,"about_ca_system_score_gemma":0.000083381114,"threshold_uncertainty_score":0.9998929},"labels":[],"label_agreement":null},{"id":"W4312036088","doi":"10.1109/ceidp55452.2022.9985340","title":"Natural Ester Blended with Dielectric Nanoparticles: A Promising Solution to Sustainable Development Threat","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Nanofluid; Mineral oil; Nanoparticle; Dielectric; Chemical engineering; Materials science; Nanotechnology; Organic chemistry; Chemistry; Engineering","score_opus":0.014028956846246794,"score_gpt":0.2168686382119713,"score_spread":0.2028396813657245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975754,0.0006836798,0.015662186,0.00030772897,0.00018320957,0.0011608547,0.000005569992,0.0003387046,0.0059040366],"genre_scores_gemma":[0.9984016,0.00011480748,0.0002235052,0.00028970712,0.00005307705,0.0003760967,0.00004852553,0.000051215302,0.0004414601],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751914,0.00007867595,0.0004318152,0.00050629117,0.0005590584,0.0009050502],"domain_scores_gemma":[0.99925226,0.00010624043,0.000073166455,0.0001992369,0.00013355417,0.00023552202],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002556068,0.0003556818,0.00032067508,0.00063061685,0.0006925238,0.00015801712,0.00018070986,0.000066480294,0.00008235543],"category_scores_gemma":[0.00003982865,0.000337763,0.00004117457,0.0022149566,0.00002461349,0.00029075966,0.000037672486,0.00052363274,0.0000145174745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002739675,0.0019508492,0.0031440014,0.00036304307,0.0006459229,0.00015886857,0.00957075,0.08458148,0.3615342,0.10494578,0.0011769283,0.42918852],"study_design_scores_gemma":[0.0026444285,0.0025850036,0.02830111,0.00003788505,0.00008773872,0.000035073437,0.00024114766,0.9382789,0.020273028,0.0026685812,0.0036149856,0.0012320807],"about_ca_topic_score_codex":0.00002079784,"about_ca_topic_score_gemma":0.0000083345585,"teacher_disagreement_score":0.8536975,"about_ca_system_score_codex":0.0008345978,"about_ca_system_score_gemma":0.00022382762,"threshold_uncertainty_score":0.99990743},"labels":[],"label_agreement":null},{"id":"W4312186407","doi":"10.3390/en16010061","title":"Natural Esters for Green Transformers: Challenges and Keys for Improved Serviceability","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mineral oil; Serviceability (structure); Renewable energy; Transformer; Environmentally friendly; Engineering; Biochemical engineering; Architectural engineering; Waste management; Environmental science; Chemistry; Electrical engineering; Civil engineering; Voltage; Organic chemistry; Ecology","score_opus":0.0124222721254203,"score_gpt":0.20828751447862004,"score_spread":0.19586524235319974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312186407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97734964,0.012465238,0.0046958337,0.0019780654,0.0011556123,0.0010069335,0.00035238758,0.00028509897,0.0007111627],"genre_scores_gemma":[0.9979078,0.0007388388,0.0006985345,0.000052921278,0.000048555274,0.00041955046,0.000075975135,0.000023760165,0.00003405029],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951786,0.0000063506895,0.00011978687,0.00013203693,0.00005090929,0.0001730446],"domain_scores_gemma":[0.9997406,0.00012916733,0.00001053332,0.00007056897,0.000020987065,0.00002813975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010293149,0.000101618556,0.00011355889,0.000040750412,0.00011097779,0.000012672609,0.000064879765,0.000026085754,0.0000048663323],"category_scores_gemma":[0.0000063357193,0.00010404624,0.000054766253,0.00003325155,0.000014496747,0.00013917712,0.000009300358,0.00005909506,1.0779143e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041326554,0.00014298345,0.00017613622,0.0032052007,0.00045995662,8.491104e-7,0.018150825,0.09459116,0.052336328,0.013647868,0.00050058035,0.81637484],"study_design_scores_gemma":[0.004448149,0.00087519333,0.01551892,0.0000335466,0.00016002143,0.0000064868855,0.0050451127,0.69599754,0.017714305,0.012870372,0.24632658,0.001003791],"about_ca_topic_score_codex":0.000024621757,"about_ca_topic_score_gemma":0.00010883975,"teacher_disagreement_score":0.81537104,"about_ca_system_score_codex":0.000034459074,"about_ca_system_score_gemma":0.0000074042773,"threshold_uncertainty_score":0.42428824},"labels":[],"label_agreement":null},{"id":"W4312307467","doi":"10.1109/tdei.2022.3230377","title":"Influence of Data Balancing on Transformer DGA Fault Classification With Machine Learning Algorithms","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Dissolved gas analysis; Machine learning; Algorithm; Artificial intelligence; Engineering; Computer science; Statistical classification; Reliability engineering; Data mining; Electrical engineering; Voltage","score_opus":0.02071224454799879,"score_gpt":0.23950645792406755,"score_spread":0.21879421337606875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312307467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55076516,0.0001816001,0.4481929,0.000060784543,0.00006303919,0.00026681027,0.00008765236,0.00011443526,0.00026763687],"genre_scores_gemma":[0.9983411,0.0010527304,0.00031071954,0.000047267462,0.000015199661,0.0000529147,0.00012563504,0.000036369827,0.000018108636],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985993,0.000049661452,0.00034596297,0.000313127,0.00042179067,0.00027014056],"domain_scores_gemma":[0.99935716,0.00021108556,0.00006548627,0.00022535339,0.00006649941,0.0000743833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021548675,0.00019310189,0.00020011961,0.00038716276,0.00034645572,0.000028069462,0.0001589459,0.0000761677,0.000014715067],"category_scores_gemma":[0.000010406225,0.00018769011,0.000034047564,0.0011643769,0.000024180692,0.00031476922,0.0000010808404,0.00066107145,0.0000018069248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012656428,0.00016065719,0.0002181492,0.000023606684,0.000050361657,0.0000012393057,0.00013752317,0.8617027,0.014813416,0.00026785553,0.000007834778,0.12249011],"study_design_scores_gemma":[0.00065487315,0.0010332563,0.009706118,0.000017208251,0.00006245323,0.000009118424,0.000011322098,0.9763415,0.010892235,0.00008698913,0.0009524848,0.0002324486],"about_ca_topic_score_codex":0.00005567824,"about_ca_topic_score_gemma":0.000010009019,"teacher_disagreement_score":0.44788218,"about_ca_system_score_codex":0.00013915075,"about_ca_system_score_gemma":0.000036042788,"threshold_uncertainty_score":0.76537806},"labels":[],"label_agreement":null},{"id":"W4312332783","doi":"10.1007/978-3-031-08458-4_6","title":"Carrier Concentration and Electric Potential","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Poisson's equation; Semiconductor; Electric potential; Poisson distribution; Uniqueness theorem for Poisson's equation; Charge carrier; Electric potential energy; Electron; Physics; Thermal; Voltage; Energy (signal processing); Condensed matter physics; Mathematics; Quantum mechanics; Thermodynamics; Boundary value problem","score_opus":0.005239309333639763,"score_gpt":0.17515155342592725,"score_spread":0.1699122440922875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312332783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061214814,0.0017198616,0.0034282252,0.000022481607,0.00045141514,0.00016602015,0.000041564486,0.00012519596,0.99343306],"genre_scores_gemma":[0.93769443,0.0082529755,0.00006269017,0.00007368896,0.00017640895,0.000012201443,0.0002817051,0.000080101905,0.053365774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957246,0.0000014239249,0.00011932877,0.000100252364,0.00011074495,0.00009577535],"domain_scores_gemma":[0.9998644,0.000010563654,0.000012378068,0.000062469975,0.0000126897585,0.00003748645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000021810132,0.000119129094,0.000098409204,0.00003207861,0.00003994356,0.000021508404,0.000029378674,0.00008873828,0.0020460533],"category_scores_gemma":[0.0000012298145,0.00013057925,0.000030261654,0.0000125696515,0.000005401397,0.000062204555,0.000005737085,0.00015802843,0.000008696781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011499456,0.0000076146853,0.0000330303,0.00013169588,0.00025161493,0.000029852985,0.00015095263,0.00667483,0.004829204,0.93701327,0.00794297,0.042923443],"study_design_scores_gemma":[0.00032921482,0.00007453931,0.00032713005,0.00001725578,0.00011835493,0.000014502461,0.000002547936,0.045013823,0.00064531865,0.007081128,0.94590133,0.00047488022],"about_ca_topic_score_codex":0.000005593057,"about_ca_topic_score_gemma":0.0000026795215,"teacher_disagreement_score":0.9400673,"about_ca_system_score_codex":0.000047792317,"about_ca_system_score_gemma":0.000013000491,"threshold_uncertainty_score":0.9988662},"labels":[],"label_agreement":null},{"id":"W4312957931","doi":"10.1109/tpwrd.2022.3212322","title":"Estimation of Hot-Spot Heating in OIP Transformer Bushings Due to Geomagnetically Induced Current","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Bushing; Transformer; Finite element method; Materials science; Thermal conduction; Electrical engineering; Mechanics; Engineering; Thermal; Voltage; Mechanical engineering; Structural engineering; Composite material; Physics; Thermodynamics","score_opus":0.012084509411891799,"score_gpt":0.22674857703182402,"score_spread":0.21466406761993223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312957931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6529725,0.00007515912,0.3452658,0.000060585407,0.00074101496,0.0003060184,0.00008914317,0.00007863872,0.0004111265],"genre_scores_gemma":[0.9990032,0.000063644016,0.00063683855,0.00007503445,0.00000823318,0.00015228453,0.000013097137,0.00004075611,0.0000069110224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856305,0.00003644903,0.0004989332,0.0002272104,0.00036992927,0.00030440226],"domain_scores_gemma":[0.99952674,0.00012215257,0.00002799406,0.00017842378,0.0000432026,0.000101471735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019619275,0.0001997235,0.00023920952,0.00050226494,0.0001242832,0.000021291877,0.00015025478,0.000060817776,0.00032638846],"category_scores_gemma":[0.0000054316856,0.00024144229,0.000105617386,0.00062111,0.000017174572,0.00023991782,0.0000010739226,0.00046803555,0.000020119642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008320711,0.0002494959,0.000011316127,0.000052885654,0.00002203734,0.0000054514067,0.0019431012,0.86304194,0.022662506,0.00005209016,0.00004512823,0.11183086],"study_design_scores_gemma":[0.002940866,0.0019595486,0.011223543,0.00042665924,0.00013946778,0.000037920567,0.0006002221,0.72808003,0.2512886,0.0003413068,0.0016835269,0.0012782845],"about_ca_topic_score_codex":0.00012588936,"about_ca_topic_score_gemma":0.000053419884,"teacher_disagreement_score":0.3460307,"about_ca_system_score_codex":0.00020439805,"about_ca_system_score_gemma":0.00004562999,"threshold_uncertainty_score":0.98457307},"labels":[],"label_agreement":null},{"id":"W4313012246","doi":"10.23977/jeeem.2022.050207","title":"Comparative Analysis of Simulation and Analysis of Bubble Motion Characteristics in Transformer Oil Based on Horizontal Set Method and Phase Field Method","year":2022,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bubble; Transformer; Mechanics; Transformer oil; Simulation; Computer science; Voltage; Engineering; Physics; Electrical engineering","score_opus":0.009648130117759121,"score_gpt":0.28433619149314654,"score_spread":0.2746880613753874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313012246","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31554216,0.00028359037,0.68399584,0.000051622857,0.00001614997,0.00006171155,0.000012671129,0.000011403053,0.000024808933],"genre_scores_gemma":[0.9940402,0.0006323202,0.005279614,0.000012149317,0.0000032756325,0.000009688702,0.000015372485,0.000006216049,0.0000011696617],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910396,0.000036992744,0.00044521026,0.00011448691,0.00015268764,0.0001466397],"domain_scores_gemma":[0.99949414,0.00026395178,0.00010971738,0.00006784851,0.000031981082,0.00003238181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041642925,0.00011567814,0.0005615689,0.0023966732,0.000025850391,0.0000062336776,0.00005526219,0.00006186209,0.0000056502013],"category_scores_gemma":[0.000025796931,0.000117952535,0.00008417407,0.001855298,0.000009732787,0.000049728944,0.00000771867,0.00030671761,8.340522e-9],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012198172,0.000101250764,0.00021191825,0.00006141268,0.001804184,0.0000054891107,0.00009301189,0.9371554,0.009905616,0.0009039272,0.0000019707272,0.049633816],"study_design_scores_gemma":[0.00077885523,0.0009914252,0.005198015,0.000012474513,0.0021541258,0.0000026018402,0.000016842872,0.98412335,0.0064384965,0.000046152625,0.00014451613,0.00009311966],"about_ca_topic_score_codex":0.000007360787,"about_ca_topic_score_gemma":0.0000026718267,"teacher_disagreement_score":0.67871624,"about_ca_system_score_codex":0.000066866916,"about_ca_system_score_gemma":0.0000054503025,"threshold_uncertainty_score":0.48099646},"labels":[],"label_agreement":null},{"id":"W4313122446","doi":"10.1109/tdei.2022.3215936","title":"Accurate Identification of Transformer Faults From Dissolved Gas Data Using Recursive Feature Elimination Method","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Feature selection; Support vector machine; Unavailability; Oversampling; Benchmark (surveying); Artificial intelligence; Computer science; Pattern recognition (psychology); Data mining; Extreme learning machine; Transformer; Machine learning; Engineering; Reliability engineering; Artificial neural network","score_opus":0.03097162683829959,"score_gpt":0.2855028695134273,"score_spread":0.2545312426751277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313122446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20216982,0.0003915566,0.79602313,0.00011352405,0.000315638,0.0003459464,0.00051639706,0.0000738616,0.00005014099],"genre_scores_gemma":[0.9963201,0.0010776231,0.0019575297,0.000028613576,0.000033956832,0.0000397054,0.00049045373,0.00003803722,0.000013953592],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983558,0.00009688461,0.0004973376,0.00037943965,0.00040413186,0.0002663715],"domain_scores_gemma":[0.9990703,0.00031393475,0.00012581282,0.00030707562,0.00010729825,0.00007559518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031756362,0.0002095573,0.00024261331,0.0004134677,0.00034246998,0.00003598071,0.0002046406,0.00013275952,0.000026094278],"category_scores_gemma":[0.000023888098,0.00023411041,0.00006814163,0.0012610174,0.000022882758,0.0004515764,0.0000019342722,0.00047268774,0.0000011753889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022979619,0.0003188397,0.00003320464,0.000038232538,0.00017941256,0.0000017094969,0.0007871895,0.5507829,0.25396016,0.0005076233,0.0000754597,0.19308548],"study_design_scores_gemma":[0.00053796417,0.000179082,0.002885498,0.00001114218,0.0001825037,0.000004664909,0.000038303293,0.91902614,0.07541751,0.0011782397,0.00030349533,0.0002354829],"about_ca_topic_score_codex":0.000093476985,"about_ca_topic_score_gemma":0.000011906831,"teacher_disagreement_score":0.7941503,"about_ca_system_score_codex":0.00020389503,"about_ca_system_score_gemma":0.00004100911,"threshold_uncertainty_score":0.95467454},"labels":[],"label_agreement":null},{"id":"W4313206541","doi":"10.1109/tdei.2022.3217995","title":"Influence of Gelling in Natural Esters Under Open Beaker Accelerated Thermal Aging","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Fourier transform infrared spectroscopy; Accelerated aging; Polymerization; Degradation (telecommunications); Viscosity; Chemical engineering; Cellulose; Thermal; Composite material; Polymer; Electrical engineering","score_opus":0.017216855397021485,"score_gpt":0.2448064462355172,"score_spread":0.22758959083849573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313206541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93950886,0.000355606,0.059488192,0.00004445382,0.00011244828,0.00029400128,0.000007882417,0.00004723019,0.00014132203],"genre_scores_gemma":[0.99940103,0.00032204099,0.00007976508,0.000091405,0.000007800228,0.000052074232,0.000010705153,0.000023267896,0.000011898689],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898136,0.000042881984,0.00033082208,0.00018700071,0.00020395669,0.00025400516],"domain_scores_gemma":[0.999629,0.00014697091,0.00004226936,0.00009392188,0.000042977543,0.000044819062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016596414,0.00013938092,0.0001736068,0.0003975792,0.00017638771,0.000051745355,0.00013989487,0.000057508118,0.000013351796],"category_scores_gemma":[0.000004751531,0.00015346252,0.000034627956,0.0013246138,0.000014856719,0.0003131557,0.000002499891,0.00047797535,7.7368935e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046863137,0.000088388486,0.00022554258,0.000010020909,0.000022231716,0.0000012904422,0.00015120753,0.94535655,0.033060223,0.00019605168,0.000002662442,0.020838993],"study_design_scores_gemma":[0.0007145942,0.00017674368,0.053884823,0.000015788284,0.000021108035,0.0000037424581,0.000011369795,0.92201716,0.02252984,0.00035008718,0.00006427149,0.00021045156],"about_ca_topic_score_codex":0.00015857395,"about_ca_topic_score_gemma":0.00001765735,"teacher_disagreement_score":0.059892178,"about_ca_system_score_codex":0.00017270943,"about_ca_system_score_gemma":0.000030966003,"threshold_uncertainty_score":0.625802},"labels":[],"label_agreement":null},{"id":"W4317468359","doi":"10.1016/j.measurement.2023.112506","title":"Electro-thermal and mechanical aspects of thermally aged cellulose insulation impregnated with nanofluids","year":2023,"lang":"en","type":"article","venue":"Measurement","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Kerala State Council for Science, Technology and Environment","keywords":"Nanofluid; Materials science; Mineral oil; Composite material; Ultimate tensile strength; Cellulose; Dielectric strength; Thermal conductivity; Dielectric; Chemical engineering; Nanoparticle; Metallurgy","score_opus":0.015368665951015117,"score_gpt":0.19240864444475891,"score_spread":0.1770399784937438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317468359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920609,0.00028506567,0.0049056727,0.000031711475,0.000079325706,0.0002250564,0.0000036760175,0.00018149486,0.002227109],"genre_scores_gemma":[0.9997453,0.00008543015,0.00008379442,0.000008335907,0.000016512502,0.000016347385,0.000013638947,0.00002486348,0.0000057433617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991697,0.000019347879,0.00017205765,0.00011044871,0.00034872734,0.00017969115],"domain_scores_gemma":[0.99973845,0.000016301427,0.00002021519,0.00009958765,0.0000798669,0.0000455519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026020405,0.00010890552,0.000116707444,0.000082258666,0.000028120166,0.000012997456,0.000048285638,0.000049290724,0.000017567645],"category_scores_gemma":[0.000013392151,0.00009352547,0.00002101195,0.00022529333,0.000013202866,0.00007042394,0.0000063623966,0.0000738215,0.0000070584456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002498597,0.000023757888,0.0004867342,0.000055678713,0.000064486594,0.0000031715626,0.00018967828,0.002718822,0.9927561,0.00090984214,0.00002820183,0.0027384926],"study_design_scores_gemma":[0.00086169405,0.00023305332,0.18927333,0.000095022064,0.000039813334,0.00000132093,0.000011404684,0.031055491,0.7778639,0.00023707014,0.0001667456,0.00016110946],"about_ca_topic_score_codex":0.000013025074,"about_ca_topic_score_gemma":0.00001311967,"teacher_disagreement_score":0.21489221,"about_ca_system_score_codex":0.000054850112,"about_ca_system_score_gemma":0.000021519876,"threshold_uncertainty_score":0.3813858},"labels":[],"label_agreement":null},{"id":"W4321375445","doi":"10.3390/en16042002","title":"Performance Assessment of Cellulose Paper Impregnated in Nanofluid for Power Transformer Insulation Application: A Review","year":2023,"lang":"en","type":"review","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Composite material; Cellulose; Electrical insulation paper; Ultimate tensile strength; Degree of polymerization; Transformer; Polymerization; Moisture; Transformer oil; Dielectric; Insulation system; Process engineering; Chemical engineering; Electrical engineering; Polymer; Engineering; Voltage","score_opus":0.024047517380084715,"score_gpt":0.30598187775261043,"score_spread":0.2819343603725257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321375445","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016371517,0.99478054,0.0013724379,0.000011036564,0.0002548462,0.001682287,0.000111137815,0.00013172955,0.0014922596],"genre_scores_gemma":[0.004080187,0.9930508,0.0002600024,0.0000122733645,0.000030229334,0.0016333737,0.0007808257,0.000094740084,0.00005752503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983468,0.000023594195,0.0009707811,0.0002339451,0.0001886552,0.00023619318],"domain_scores_gemma":[0.99934846,0.0001609724,0.00012132975,0.00026425577,0.00007062986,0.000034360095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026295014,0.00032668517,0.0010106307,0.00024800902,0.000024201945,0.000011581221,0.00017783722,0.00021692789,0.000031038504],"category_scores_gemma":[0.000014334792,0.00029109325,0.00026511517,0.0006198711,0.000020663074,0.0002023947,0.000007229178,0.00016044338,0.000011063961],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022908653,0.000051616917,0.000012371607,0.19896604,0.00016951557,6.366897e-7,0.00008001941,0.0057294257,0.00017876405,0.001422885,0.00040188862,0.79298455],"study_design_scores_gemma":[0.0002463977,0.00005569399,0.00032255548,0.045430783,0.00030779248,0.0000012045409,0.0000031856493,0.0072582522,0.00010306712,0.000028712278,0.94585127,0.00039111334],"about_ca_topic_score_codex":0.000009269624,"about_ca_topic_score_gemma":0.000006053822,"teacher_disagreement_score":0.94544935,"about_ca_system_score_codex":0.00012671259,"about_ca_system_score_gemma":0.000096696145,"threshold_uncertainty_score":0.9999541},"labels":[],"label_agreement":null},{"id":"W4321377095","doi":"10.3390/s23042310","title":"On the Feasibility of Monitoring Power Transformer’s Winding Vibration and Temperature along with Moisture in Oil Using Optical Sensors","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"QPS Photronics (Canada); Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Moisture; Transformer; Vibration; Electrical engineering; Acoustics; Transformer oil; Electromagnetic coil; Environmental science; Temperature measurement; Engineering; Materials science; Voltage; Composite material; Physics","score_opus":0.021174974212558633,"score_gpt":0.2475759340470859,"score_spread":0.22640095983452727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321377095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988472,0.000034370012,0.00003991594,0.00015553967,0.0001448394,0.00014111931,0.000011806982,0.000071465176,0.00055378117],"genre_scores_gemma":[0.9996842,0.000088061905,0.00015193307,0.0000066880657,0.000026881407,0.0000034394811,0.000005960573,0.000026209984,0.0000065905438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9992211,0.000023834178,0.00020087787,0.00015552781,0.00018926834,0.0002094286],"domain_scores_gemma":[0.9995967,0.00019241344,0.000017794939,0.0001246876,0.000026824837,0.000041562682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018739952,0.00014470195,0.00015085396,0.00012168088,0.00006671348,0.00003071463,0.00004304291,0.0001026348,0.0000033823092],"category_scores_gemma":[0.00004336591,0.00010370695,0.000029804873,0.0004069886,0.00004524483,0.00011108622,0.0000031862717,0.0002439959,0.0000015292272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009530034,0.00003825523,0.053034343,0.00019309491,0.00005737366,0.00002717215,0.005193338,0.7472575,0.19204359,0.0013309405,0.000010130468,0.000718998],"study_design_scores_gemma":[0.0010625032,0.00018041416,0.7516094,0.0007643995,0.000047045276,0.000016588232,0.0027173494,0.13374427,0.1090994,0.00028366863,0.000018469033,0.0004565053],"about_ca_topic_score_codex":0.000025231868,"about_ca_topic_score_gemma":0.000031463795,"teacher_disagreement_score":0.698575,"about_ca_system_score_codex":0.00005614831,"about_ca_system_score_gemma":0.000012149973,"threshold_uncertainty_score":0.42290467},"labels":[],"label_agreement":null},{"id":"W4362216785","doi":"","title":"Diagnostic of atmospheric-pressure He discharges controlled by dielectric barriers in presence of porous wood samples","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dielectric; Atmospheric pressure; Materials science; Porosity; Environmental science; Porous medium; Composite material; Optoelectronics; Meteorology; Physics","score_opus":0.006678598811271868,"score_gpt":0.19969891938584128,"score_spread":0.19302032057456942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362216785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81533134,0.04303971,0.12614758,0.000953042,0.00049571367,0.0016334171,0.0006953814,0.00019128567,0.011512526],"genre_scores_gemma":[0.98933154,0.0063485457,0.0035734016,0.000006571447,0.000010773271,0.00013761428,0.0003079739,0.000047824567,0.0002357565],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971611,0.0010166265,0.0007763362,0.00033161652,0.00034454252,0.00036976847],"domain_scores_gemma":[0.9941086,0.003905468,0.00034150842,0.00092095556,0.00056982005,0.00015364937],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017175986,0.0003124327,0.0006783499,0.000078317826,0.00005951794,0.00005413453,0.00069606106,0.00026804872,0.00011821517],"category_scores_gemma":[0.0035962972,0.00032208647,0.00016421723,0.0003701939,0.00012963291,0.00014824931,0.0001929628,0.000447878,0.0000022699687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046972025,0.005647499,0.41978312,0.0113163665,0.0042529446,0.000013222165,0.08930712,0.1302781,0.12862346,0.08737546,0.009265377,0.11366761],"study_design_scores_gemma":[0.009341083,0.000006253232,0.13670656,0.010328906,0.0011000676,0.000006240145,0.0004595983,0.49699786,0.32595736,0.005677988,0.010925289,0.0024928062],"about_ca_topic_score_codex":0.0015355183,"about_ca_topic_score_gemma":0.00066308206,"teacher_disagreement_score":0.36671978,"about_ca_system_score_codex":0.000051860865,"about_ca_system_score_gemma":0.0001046995,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W4364322908","doi":"10.1109/tpwrd.2023.3265671","title":"Distribution Transformer Remaining Useful Life Estimation Considering Electric Vehicle Penetration","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Qatar National Research Fund; Qatar Foundation","keywords":"Distribution transformer; Transformer; Automotive engineering; Electricity; Engineering; Electrical engineering; Reliability engineering; Voltage","score_opus":0.014930285250895906,"score_gpt":0.21700956903906288,"score_spread":0.20207928378816697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364322908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48123673,0.0000509969,0.516506,0.00008140647,0.0006540529,0.00020578262,0.00007235943,0.0006933973,0.00049928704],"genre_scores_gemma":[0.9988855,0.0005904402,0.0001406687,0.000077682926,0.000027241054,0.0000665979,0.00012663264,0.00005661145,0.000028633838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985576,0.000028327086,0.00041484472,0.00026186832,0.00031393443,0.00042340506],"domain_scores_gemma":[0.99934846,0.0002015802,0.00003339397,0.00019674588,0.00007470401,0.00014511868],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018818746,0.00024571767,0.00019216676,0.0003288054,0.0002667258,0.00008485668,0.000089229885,0.00016319273,0.00010730548],"category_scores_gemma":[0.000014978069,0.00028486876,0.0001282791,0.00091252744,0.000025217585,0.00061593525,3.415482e-7,0.00030742318,0.0003586943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049472335,0.000068659356,0.00007761194,0.000059402148,0.00010475211,0.00000895796,0.00061119586,0.94306743,0.03738936,0.00009254547,0.0010742048,0.017396402],"study_design_scores_gemma":[0.0007805569,0.00016488283,0.008598306,0.000090982525,0.00008443225,0.0000082793795,0.000097379125,0.88382447,0.10467592,0.00017946363,0.00103718,0.00045814557],"about_ca_topic_score_codex":0.000016273407,"about_ca_topic_score_gemma":0.000019806866,"teacher_disagreement_score":0.51764876,"about_ca_system_score_codex":0.00019464488,"about_ca_system_score_gemma":0.00006048129,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W4367044431","doi":"10.1016/j.csite.2023.103017","title":"Convective heat transfer behavior and AC dielectric breakdown voltage of electric power transformer oil with magnetic colloidal nano-fluid: An experimental study","year":2023,"lang":"en","type":"article","venue":"Case Studies in Thermal Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Urmia University","keywords":"Transformer oil; Materials science; Convective heat transfer; Liquid dielectric; Heat transfer; Heat transfer coefficient; Convection; Transformer; Dielectric; Dielectric strength; Breakdown voltage; Thermodynamics; Voltage; Electrical engineering; Optoelectronics","score_opus":0.0102280249907277,"score_gpt":0.23982603592793608,"score_spread":0.22959801093720839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367044431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509805,0.0035973396,0.00020439147,0.0000020963225,0.00019178656,0.00050001027,0.000022669532,0.00019519341,0.00018844209],"genre_scores_gemma":[0.9991852,0.00035045427,0.000015818237,0.000003884163,0.000021813623,0.00033354678,0.0000053588988,0.00007338886,0.00001053234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987742,0.000017384275,0.00033066006,0.000262465,0.00018152337,0.00043378936],"domain_scores_gemma":[0.9996232,0.00010017032,0.0000061412757,0.00014089824,0.000046625228,0.0000829584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000137271,0.00032174002,0.0003987197,0.0003738588,0.00006848313,0.000015943684,0.000073994386,0.00007050307,0.000012753606],"category_scores_gemma":[0.000009378404,0.00029642467,0.00004388664,0.0007925946,0.000054174063,0.00022388765,0.000009415622,0.0001880028,0.0000014319638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115785515,0.00044072163,0.0019041437,0.00021091627,0.00024355469,0.0014034394,0.024632573,0.041859455,0.92695147,0.000048414233,0.0000028605702,0.0021866453],"study_design_scores_gemma":[0.010371546,0.010254956,0.052964393,0.00031804576,0.00057130924,0.001322976,0.023333177,0.089622505,0.80912495,0.0000031579434,0.000058814396,0.0020542014],"about_ca_topic_score_codex":0.000039402905,"about_ca_topic_score_gemma":0.00003044659,"teacher_disagreement_score":0.11782657,"about_ca_system_score_codex":0.00010305945,"about_ca_system_score_gemma":0.000012979373,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W4367311507","doi":"10.3390/en16093808","title":"Proof of the Concept of Detailed Dynamic Thermal-Hydraulic Network Model of Liquid Immersed Power Transformers","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Transformer; Thermosiphon; Distribution transformer; Grid; Dynamic simulation; Thermal; Solver; Mechanical engineering; Computer science; Engineering; Mechanics; Voltage; Simulation; Electrical engineering; Physics; Heat exchanger; Thermodynamics; Mathematics","score_opus":0.007687548539681796,"score_gpt":0.20310604671870744,"score_spread":0.19541849817902565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367311507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990969,0.00044171096,0.0047856728,0.00005086479,0.00023711775,0.0001704132,0.00004364751,0.00005172487,0.0032498266],"genre_scores_gemma":[0.9996244,0.00015153894,0.00009818684,0.000009889597,0.000008308633,0.000013553265,0.00001421593,0.000026221687,0.000053731128],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999235,0.0000129370255,0.0003253502,0.00007958523,0.00015879759,0.0001883742],"domain_scores_gemma":[0.999667,0.000055370434,0.00005711051,0.00015960942,0.000040735795,0.000020169262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008735699,0.000114007365,0.0002139969,0.00005579095,0.000023254897,0.000002535246,0.00014745664,0.0000654178,0.000019867228],"category_scores_gemma":[0.000008699564,0.00008736856,0.00012904555,0.0003215725,0.00009658788,0.00008148361,0.000010751259,0.00006752558,7.7911676e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019755726,0.000010836822,0.000075888274,0.000051910916,0.000060952956,1.0434635e-7,0.0014952716,0.903099,0.093927056,0.000678703,0.000061568804,0.0005189627],"study_design_scores_gemma":[0.00033575142,0.00007140628,0.0030490083,0.00008875044,0.000036322053,1.2633336e-7,0.00014215424,0.60597336,0.3898615,0.0001997357,0.0001338304,0.00010801922],"about_ca_topic_score_codex":0.000014705164,"about_ca_topic_score_gemma":0.000019208637,"teacher_disagreement_score":0.2971256,"about_ca_system_score_codex":0.000019870478,"about_ca_system_score_gemma":0.00004325053,"threshold_uncertainty_score":0.35627863},"labels":[],"label_agreement":null},{"id":"W4367624030","doi":"10.3390/en16093829","title":"Bubbling Phenomena in Liquid-Filled Transformers: Background and Assessment","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Insulation system; Moisture; Transformer; Materials science; Electric power system; Bubble; Environmental science; Forensic engineering; Nuclear engineering; Composite material; Electrical engineering; Engineering; Mechanics; Power (physics); Thermodynamics; Voltage","score_opus":0.024803935002080175,"score_gpt":0.267616841060228,"score_spread":0.24281290605814781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367624030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767948,0.00059472746,0.0012454955,0.00008632883,0.00023298459,0.000100026664,0.0000063634225,0.0002384542,0.020700846],"genre_scores_gemma":[0.99606234,0.003396916,0.00034790518,0.000015207843,0.000057758523,0.0000343751,0.000030009829,0.000021218466,0.000034258093],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994278,0.000007010919,0.00016378601,0.000104091385,0.00009237028,0.00020495501],"domain_scores_gemma":[0.99982023,0.0000726467,0.0000068082772,0.00005616719,0.000008140655,0.000035987232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114735754,0.000099053024,0.000118483884,0.00017409156,0.000033403954,0.000035377663,0.000039800518,0.000040926694,0.000025087327],"category_scores_gemma":[0.000003559765,0.00010035893,0.000020746416,0.00026892778,0.00001644357,0.00019700134,0.0000052798523,0.00008330233,0.000009803031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041850253,0.000062246814,0.0022407507,0.0007394415,0.000121645855,0.000032231386,0.005279971,0.8745672,0.030920606,0.017167822,0.0004779343,0.06834827],"study_design_scores_gemma":[0.0049525574,0.0004765955,0.14998856,0.0011448953,0.00006774439,0.0000068948416,0.0070669274,0.76098984,0.022374665,0.0024064395,0.048847362,0.0016775316],"about_ca_topic_score_codex":0.000030367912,"about_ca_topic_score_gemma":0.00007457631,"teacher_disagreement_score":0.14774781,"about_ca_system_score_codex":0.000038320035,"about_ca_system_score_gemma":0.000013385133,"threshold_uncertainty_score":0.4092518},"labels":[],"label_agreement":null},{"id":"W4376456727","doi":"10.1109/tdei.2023.3275119","title":"Hybrid DGA Method for Power Transformer Faults Diagnosis Based on Evolutionary <i>k</i>-Means Clustering and Dissolved Gas Subsets Analysis","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Cluster analysis; Data mining; Computer science; Transformer; Notation; Electric power transmission; Reliability engineering; Engineering; Artificial intelligence; Mathematics; Voltage","score_opus":0.013072531211992427,"score_gpt":0.2515471369366927,"score_spread":0.23847460572470025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376456727","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.142303,0.00015280832,0.8558972,0.00026088973,0.00018762275,0.00055795186,0.0001886914,0.00029899526,0.00015284715],"genre_scores_gemma":[0.9956767,0.001913475,0.0016631052,0.00013779882,0.000029996982,0.00033164932,0.00017043903,0.000057403504,0.000019462268],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982251,0.00004677062,0.00043358494,0.00045017974,0.00031453444,0.0005298129],"domain_scores_gemma":[0.9983019,0.0012060901,0.000043807435,0.00017318317,0.000092315,0.00018266393],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002657043,0.00032534424,0.0003629479,0.0012157949,0.00035811766,0.000067221445,0.00007641806,0.00017698383,0.000015706373],"category_scores_gemma":[0.000037293656,0.00033270594,0.00022083189,0.0022074417,0.00002473064,0.00021135354,5.6748024e-7,0.0003004422,0.0000053933113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022796485,0.00020265256,0.0004965569,0.000057058354,0.00033692023,0.0000032966097,0.00013912372,0.90350866,0.0027659892,0.0001483983,0.00017589501,0.0919375],"study_design_scores_gemma":[0.0009564121,0.00048008293,0.019424519,0.000028553924,0.00043868812,0.0000022507131,0.0000045536663,0.9692241,0.0080362195,0.00045362292,0.0005754429,0.00037555263],"about_ca_topic_score_codex":0.000029252966,"about_ca_topic_score_gemma":0.00002734475,"teacher_disagreement_score":0.8542341,"about_ca_system_score_codex":0.00014386303,"about_ca_system_score_gemma":0.000023896824,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W4376457149","doi":"10.1109/tdei.2023.3274731","title":"Prebreakdown and Breakdown Behavior of Low Pour Point Dielectric Liquids Under Negative Lightning Impulse Voltage","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; Hydro-Québec","keywords":"Impulse (physics); Materials science; Electric breakdown; Dielectric; Voltage; Breakdown voltage; Lightning (connector); Dielectric strength; Electrical engineering; Mechanics; Physics; Optoelectronics; Engineering; Thermodynamics; Power (physics); Classical mechanics","score_opus":0.009992906213343061,"score_gpt":0.22709069940215762,"score_spread":0.21709779318881456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376457149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68567014,0.00023560433,0.3129165,0.00005847629,0.00013345473,0.00038407324,0.00002863447,0.00025414306,0.00031899085],"genre_scores_gemma":[0.9965071,0.0030546275,0.00013030243,0.00004242361,0.000039307764,0.00008282615,0.000019565425,0.000052916526,0.00007092705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842507,0.000032777985,0.00046830205,0.0003292296,0.00027648165,0.00046814283],"domain_scores_gemma":[0.9990587,0.00044412774,0.0000657997,0.00015445676,0.00011935812,0.0001575492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001764382,0.00028794276,0.0003124482,0.0008321757,0.00019875726,0.000060720362,0.00007804036,0.00022902852,0.000016375792],"category_scores_gemma":[0.000027935901,0.00029032485,0.00008922974,0.002078847,0.000044328128,0.00028075287,0.0000018161887,0.0004011865,0.000009740709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032142457,0.00085930596,0.0011536165,0.00030645877,0.0003782002,0.000020036165,0.0011516465,0.118960634,0.40536782,0.004153611,0.0002309492,0.4670963],"study_design_scores_gemma":[0.0010919977,0.0007499627,0.06479438,0.000061675266,0.00016296412,0.00001767094,0.000020325535,0.78820884,0.14211816,0.0022624524,0.000043679953,0.00046787894],"about_ca_topic_score_codex":0.000053851247,"about_ca_topic_score_gemma":0.000009241735,"teacher_disagreement_score":0.6692482,"about_ca_system_score_codex":0.00011634644,"about_ca_system_score_gemma":0.00004186585,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W4377702568","doi":"10.1109/icgea57077.2023.10125989","title":"Making Power Systems Sustainable with Natural Ester Transformers","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Renewable energy; Transformer; Sustainability; Electricity; Environmental economics; Software deployment; Electric power system; Agile software development; Electricity generation; Computer science; Electrical engineering; Engineering; Power (physics); Economics","score_opus":0.009090047750658012,"score_gpt":0.21699502925088213,"score_spread":0.20790498150022413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377702568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59334743,0.0006162865,0.10009645,0.0002581465,0.0014700938,0.0009003584,0.000011827305,0.002527695,0.30077174],"genre_scores_gemma":[0.9980764,0.000040299663,0.000056955105,0.000027846148,0.000014797995,0.00002480242,0.000017226399,0.000034517918,0.0017071476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992567,0.000003903337,0.00012519686,0.00010062883,0.00014284671,0.00037072846],"domain_scores_gemma":[0.99981034,0.000029913599,0.000006510906,0.000077646015,0.00003821321,0.000037377926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007520636,0.00011664563,0.000100419355,0.0001302665,0.000053838015,0.000078490135,0.00005622873,0.00004203147,0.000036422894],"category_scores_gemma":[0.0000030432823,0.00009006204,0.000028012733,0.00035913326,0.000012818897,0.0002932863,0.000003495242,0.00009304869,0.000075023716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000155132,0.00008437899,0.010390529,0.0029092105,0.00081089314,0.00062837714,0.007964546,0.7913165,0.0072238916,0.14000817,0.032358434,0.00614994],"study_design_scores_gemma":[0.002165631,0.0002827972,0.03708349,0.00037205414,0.000087594686,0.000058008736,0.009863332,0.7405916,0.0035915084,0.000291171,0.20416774,0.0014451168],"about_ca_topic_score_codex":0.00001864436,"about_ca_topic_score_gemma":0.000008576503,"teacher_disagreement_score":0.404729,"about_ca_system_score_codex":0.000049520117,"about_ca_system_score_gemma":0.000011307378,"threshold_uncertainty_score":0.36726236},"labels":[],"label_agreement":null},{"id":"W4378528475","doi":"10.3390/en16114364","title":"Reproducing Transformers’ Frequency Response from Finite Element Method (FEM) Simulation and Parameters Optimization","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Finite element method; Electromagnetic coil; Capacitive sensing; Engineering; Electrical element; Computer science; Electronic engineering; Reliability engineering; Structural engineering; Electrical engineering; Voltage","score_opus":0.020846537566275854,"score_gpt":0.26520755390583634,"score_spread":0.24436101633956048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378528475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54215324,0.00017958938,0.45663756,0.00012299193,0.00026396787,0.00010789627,0.000033999615,0.00031449323,0.00018625434],"genre_scores_gemma":[0.95996726,0.0005163714,0.039195582,0.000027501637,0.000036605812,0.000025506612,0.00017891615,0.000029729687,0.000022546043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991951,0.00005086054,0.00022928322,0.00022059998,0.00012776317,0.0001763655],"domain_scores_gemma":[0.9990767,0.0006939901,0.000021229418,0.00014366151,0.000024122552,0.00004027313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629427,0.0001249398,0.000119481374,0.00015961664,0.000072458424,0.000048915364,0.00004221239,0.000060174432,0.00002696235],"category_scores_gemma":[0.00013852825,0.00013149183,0.000032309294,0.00027554683,0.000014077818,0.000255497,0.0000062762306,0.000065877946,0.000007792323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028362636,0.0000037186314,0.00020610211,0.000013536455,0.00003112618,0.0000018449817,0.0013489214,0.98486257,0.0057876627,0.0000442783,0.000039565082,0.0076323207],"study_design_scores_gemma":[0.0002600725,0.000031331,0.006319062,0.0000317656,0.000025866053,1.5068858e-7,0.00014289623,0.9818395,0.009981651,0.00051156676,0.00069742184,0.00015872774],"about_ca_topic_score_codex":0.00008270284,"about_ca_topic_score_gemma":0.000011094278,"teacher_disagreement_score":0.41781402,"about_ca_system_score_codex":0.000036709323,"about_ca_system_score_gemma":0.000009371345,"threshold_uncertainty_score":0.53620815},"labels":[],"label_agreement":null},{"id":"W4378874196","doi":"10.1007/978-981-99-3424-9_12","title":"Towards an Optical IoT-Based Power Transformer’s Insulating Paper Monitoring","year":2023,"lang":"en","type":"book-chapter","venue":"Smart innovation, systems and technologies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Insulation system; Reflectivity; Transformer oil; Internet of Things; Electrical engineering; Materials science; Reliability engineering; Automotive engineering; Forensic engineering; Electronic engineering; Engineering; Optics; Voltage; Embedded system; Physics","score_opus":0.02650603969386627,"score_gpt":0.23689395893732718,"score_spread":0.2103879192434609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378874196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16900787,0.009516079,0.05079455,0.0017618628,0.016325679,0.0050023724,0.00096337934,0.033688292,0.7129399],"genre_scores_gemma":[0.9964135,0.0005480221,0.00078800914,0.00001154541,0.00013768357,0.00010063663,0.00016862317,0.00017546299,0.0016565066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981069,0.0000045767347,0.00082164473,0.00037611107,0.00034001324,0.00035074845],"domain_scores_gemma":[0.9991348,0.000068677116,0.00010393288,0.0003821007,0.00027415706,0.00003637158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002882401,0.0004615734,0.00047274848,0.0007969622,0.00016105761,0.00016316603,0.00019350689,0.0008839348,0.000009130384],"category_scores_gemma":[0.00007070602,0.00044844678,0.000058578884,0.00037460326,0.00011829207,0.00024362601,0.000019761414,0.0005433315,0.00001824111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009025004,0.000018634038,0.0010547102,0.0008172649,0.00021049553,0.000017795293,0.00016642497,0.0024448833,0.0028291699,0.93586856,0.0002399336,0.056323096],"study_design_scores_gemma":[0.0055094846,0.002313696,0.040917758,0.015114098,0.0007157054,0.00011918746,0.004884566,0.058624648,0.03001589,0.19233353,0.6382549,0.011196582],"about_ca_topic_score_codex":0.000027913962,"about_ca_topic_score_gemma":0.000008529819,"teacher_disagreement_score":0.82740563,"about_ca_system_score_codex":0.00010263436,"about_ca_system_score_gemma":0.00005396365,"threshold_uncertainty_score":0.99979675},"labels":[],"label_agreement":null},{"id":"W4379229446","doi":"10.23977/jeeem.2023.060302","title":"Condition Evaluation and Fault Diagnosis of Power Transformer Based on GAN-CNN","year":2023,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prognostics; Transformer; Reliability engineering; Computer science; Convolutional neural network; Artificial neural network; Fault (geology); Data mining; Condition monitoring; Rough set; Artificial intelligence; Engineering; Electrical engineering; Voltage","score_opus":0.0055700288749039465,"score_gpt":0.22076051087108758,"score_spread":0.21519048199618362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379229446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89737105,0.0016439557,0.09827788,0.00093938434,0.0002195631,0.0005544004,0.0000049949,0.00023557094,0.0007531986],"genre_scores_gemma":[0.9947672,0.0048450027,0.0002888855,0.000024439138,0.000011835338,0.000037962644,0.000004169875,0.000017568265,0.0000029223236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914837,0.000010138788,0.00029756353,0.000095757336,0.00022882852,0.00021936615],"domain_scores_gemma":[0.99968624,0.00009224763,0.000047421538,0.0000711165,0.000058086967,0.00004491252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031876552,0.00012368712,0.00019804525,0.0007947326,0.000024975714,0.000010084308,0.00006228109,0.000100577876,0.000007920803],"category_scores_gemma":[0.00005600059,0.0001169076,0.000045903464,0.0005395629,0.000018846436,0.0000711398,0.000002816373,0.0002445724,0.0000012262864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010744095,0.0001738057,0.0004336808,0.00047217772,0.0005383025,0.00004736775,0.00009161576,0.7618545,0.037771087,0.014802447,0.0015257167,0.18218185],"study_design_scores_gemma":[0.0015024947,0.0012622536,0.010908801,0.00015472194,0.00018570069,0.000018301125,0.00001162221,0.9278245,0.053121343,0.0011229978,0.0036828206,0.00020442283],"about_ca_topic_score_codex":6.706793e-7,"about_ca_topic_score_gemma":2.4238383e-7,"teacher_disagreement_score":0.18197742,"about_ca_system_score_codex":0.00006198744,"about_ca_system_score_gemma":0.000008509758,"threshold_uncertainty_score":0.47673535},"labels":[],"label_agreement":null},{"id":"W4381619488","doi":"10.11159/ffhmt23.115","title":"Viscous Dissipation Inside Electric Motors","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Mitacs","keywords":"Dissipation; Electric motor; Electrical engineering; Physics; Aerospace engineering; Computer science; Mechanical engineering; Mechanics; Engineering","score_opus":0.016526696412255782,"score_gpt":0.22696978989810576,"score_spread":0.21044309348584997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381619488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740855,0.000043071548,0.0013365701,0.0009915462,0.000567828,0.00023612556,0.00003783933,0.00014271143,0.02255877],"genre_scores_gemma":[0.9984941,0.001194212,0.000050326,0.00004610467,0.00006083964,0.00003361153,0.000015564436,0.000020113624,0.00008514217],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915886,0.0000021456299,0.00022026472,0.00015199723,0.00030011736,0.00016662564],"domain_scores_gemma":[0.99971825,0.000028035824,0.000008064524,0.00004911086,0.0001487134,0.00004783039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009964748,0.0001408972,0.00012450285,0.00017729284,0.000051973948,0.0000641982,0.0002064452,0.00006682744,0.000040162733],"category_scores_gemma":[0.00002306544,0.000112585556,0.000060979357,0.00023673596,0.000027857757,0.00021138544,0.0000106437365,0.00012803439,0.000011407903],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000521499,0.0000286024,0.001954204,0.000095416086,0.000075200165,4.2993733e-7,0.00049425324,0.0013630276,0.9336894,0.056346495,0.0007169199,0.005183873],"study_design_scores_gemma":[0.00062607485,0.00010785573,0.015209506,0.00021707444,0.000042030344,0.0000027907333,0.00011213694,0.67879474,0.29603082,0.0071482626,0.0014386232,0.00027009277],"about_ca_topic_score_codex":0.000008245752,"about_ca_topic_score_gemma":0.0000021313717,"teacher_disagreement_score":0.6774317,"about_ca_system_score_codex":0.000039158545,"about_ca_system_score_gemma":0.00001532804,"threshold_uncertainty_score":0.4591106},"labels":[],"label_agreement":null},{"id":"W4382203281","doi":"10.1109/tdei.2023.3289774","title":"Corrosive Dibenzyl Disulfide Concentration Prediction in Transformer Oil Using Deep Neural Network","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer oil; Mean squared error; Transformer; Artificial neural network; Linear variable differential transformer; Mean absolute error; Water content; Engineering; Distribution transformer; Mathematics; Analytical Chemistry (journal); Voltage; Computer science; Chemistry; Statistics; Artificial intelligence; Electrical engineering; Chromatography; Geotechnical engineering","score_opus":0.015421585695687785,"score_gpt":0.228435878186849,"score_spread":0.21301429249116122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382203281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5799309,0.0002771793,0.41845712,0.000037785572,0.0005277405,0.00021118904,0.000021121541,0.00026909178,0.00026784424],"genre_scores_gemma":[0.99697685,0.0025961723,0.00009952335,0.0000506361,0.00009234666,0.00005508318,0.000064693835,0.000043325796,0.000021337475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99837315,0.000042233183,0.00047325483,0.00028698824,0.00026705387,0.0005573194],"domain_scores_gemma":[0.99947375,0.00020593585,0.000039429717,0.00010635506,0.00005786042,0.000116642346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016607436,0.00024111368,0.00022643704,0.00036671705,0.00023055769,0.000073992844,0.0000600673,0.00021539586,0.00001352785],"category_scores_gemma":[0.00001144223,0.00026137018,0.00007433419,0.0023833609,0.000026449932,0.00040264358,3.7865075e-7,0.00041238213,0.0000104761675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058131158,0.000056346857,0.0006801024,0.000023701159,0.00002097762,0.000003331984,0.00019509808,0.8751844,0.013959191,0.00018608193,0.000023299786,0.10960933],"study_design_scores_gemma":[0.0007351778,0.00017254348,0.018817589,0.000029034256,0.000047389585,0.0000057926054,0.0000085641,0.9742252,0.0051315087,0.0004829566,0.000096872966,0.00024735692],"about_ca_topic_score_codex":0.00003846339,"about_ca_topic_score_gemma":0.000052803814,"teacher_disagreement_score":0.4183576,"about_ca_system_score_codex":0.00023116042,"about_ca_system_score_gemma":0.000023667917,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W4384302257","doi":"10.1109/eic55835.2023.10177225","title":"Correlation between the Optical Properties and the Degree of Polymerisation of Transformer Insulation Paper","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Correlation; Degree (music); Materials science; Polymerization; Composite material; Electrical engineering; Engineering; Physics; Mathematics; Voltage; Acoustics; Polymer","score_opus":0.03646999791666802,"score_gpt":0.2107323137251184,"score_spread":0.17426231580845036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384302257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520045,0.00032056094,0.041257333,0.00069814065,0.00007706901,0.00031300623,0.0000060448,0.000058985534,0.0052643404],"genre_scores_gemma":[0.9995417,0.0003418007,0.000039116952,0.000009050869,0.000019902693,0.000008518119,0.000014968718,0.000008784714,0.000016175198],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99951255,0.000014740356,0.00021894826,0.000047881334,0.00013071402,0.00007513544],"domain_scores_gemma":[0.9996873,0.00017094043,0.000021609107,0.00007821053,0.00002929425,0.000012627313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021038445,0.0000587972,0.00009945172,0.000035243367,0.00004660683,0.000008669023,0.000033990018,0.000044143897,0.00001960385],"category_scores_gemma":[0.000025085605,0.00003138692,0.000031010954,0.00015535568,0.00012088386,0.00013900555,0.0000032914118,0.000054957203,0.0000047408553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030258705,0.00005806744,0.088345,0.0006672739,0.0005484465,3.8428152e-7,0.036804337,0.15192366,0.13370603,0.075202346,0.00035095602,0.5120909],"study_design_scores_gemma":[0.0005871482,0.000024470068,0.7903734,0.000027242393,0.000054720007,4.3360203e-7,0.00022271113,0.19461268,0.012543818,0.0013855008,0.000109185574,0.00005868448],"about_ca_topic_score_codex":0.00006683681,"about_ca_topic_score_gemma":0.000012537445,"teacher_disagreement_score":0.7020284,"about_ca_system_score_codex":0.000004617131,"about_ca_system_score_gemma":0.000006305902,"threshold_uncertainty_score":0.12799214},"labels":[],"label_agreement":null},{"id":"W4384337864","doi":"10.1109/eic55835.2023.10177326","title":"Preliminary studies on Improving the Properties of Canola Oil by Addition of Methyl Ester from a Saturated Vegetable Oil","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Canola; Flash point; Pour point; Moisture; Dielectric; Degradation (telecommunications); Materials science; Vegetable oil; Viscosity; Thermal stability; Chemical engineering; Organic chemistry; Water content; Chemistry; Composite material; Food science","score_opus":0.021860274215942124,"score_gpt":0.21592624569523516,"score_spread":0.19406597147929305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384337864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563813,0.002396833,0.000042520423,0.00008975885,0.00025587928,0.00004691515,0.00010759075,0.00010834478,0.001314024],"genre_scores_gemma":[0.99858713,0.00086762325,0.000051595547,0.000019883026,0.000019422749,0.000035452227,0.00006393642,0.000016592348,0.00033836951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994223,0.00001631407,0.000227964,0.000089105815,0.00012905811,0.00011526895],"domain_scores_gemma":[0.9996223,0.00013668343,0.000035997557,0.00012481525,0.00006584413,0.0000143819825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009319971,0.000096639815,0.00014591872,0.000051622766,0.000035061254,0.000009670883,0.00006778923,0.00004261225,0.000011818119],"category_scores_gemma":[0.0000607155,0.000060536408,0.000032442596,0.00017455748,0.00003320481,0.00011265423,0.000014742983,0.00007259144,0.000007728002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004041597,0.000026703272,0.000040717026,0.00036002017,0.00017305241,5.5630113e-7,0.002389753,0.011184109,0.9602516,0.000052354553,0.0023191825,0.023161486],"study_design_scores_gemma":[0.0002129302,0.000094352494,0.0012903919,0.00030179936,0.000047896065,1.3870788e-7,0.00071367656,0.035436623,0.96137375,0.000028683555,0.00040300947,0.0000967458],"about_ca_topic_score_codex":0.0002748007,"about_ca_topic_score_gemma":0.000040770003,"teacher_disagreement_score":0.024252512,"about_ca_system_score_codex":0.000022865697,"about_ca_system_score_gemma":0.000012290315,"threshold_uncertainty_score":0.2468603},"labels":[],"label_agreement":null},{"id":"W4384344827","doi":"10.1109/eic55835.2023.10177336","title":"On the Gassing Behaviour of Synthetic Ester Under Arcing Faults","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Fault (geology); Electric arc; Intensity (physics); Degradation (telecommunications); Chemistry; Materials science; Electrical engineering; Engineering; Electrode; Physics; Physical chemistry; Geology","score_opus":0.0183443660635683,"score_gpt":0.2261446579768466,"score_spread":0.2078002919132783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384344827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765147,0.000007949178,0.011401886,0.0003278859,0.00016649724,0.000068965266,0.000003234633,0.0001295503,0.011379311],"genre_scores_gemma":[0.99979687,0.000016858243,0.00003547282,0.00004501012,0.000009418989,0.0000044635185,0.000003476577,0.000014133481,0.000074283875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964035,0.0000055025716,0.00010178165,0.000052792304,0.000090040296,0.00010953104],"domain_scores_gemma":[0.99968386,0.0001807495,0.0000074773093,0.000101982005,0.000009860439,0.000016089643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007703928,0.00005500315,0.00005228424,0.000052158306,0.000028441587,0.000010616916,0.000047842193,0.000023810173,0.00006274579],"category_scores_gemma":[0.000013306389,0.00003721004,0.000027806671,0.000120043784,0.0000115889625,0.000036394893,0.0000049478244,0.000055053846,0.00006210286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014057867,0.000106025414,0.01555506,0.00018259636,0.00012392903,0.000011053945,0.0024955457,0.7895649,0.044379048,0.12831295,0.0047942735,0.014460545],"study_design_scores_gemma":[0.0003787539,0.00007017858,0.43406865,0.00036692614,0.000051358846,0.0000028716647,0.00051036396,0.46307856,0.09109429,0.009798969,0.00025748363,0.00032160335],"about_ca_topic_score_codex":0.000009370269,"about_ca_topic_score_gemma":0.000005564824,"teacher_disagreement_score":0.41851357,"about_ca_system_score_codex":0.000012641281,"about_ca_system_score_gemma":0.000003218499,"threshold_uncertainty_score":0.15173815},"labels":[],"label_agreement":null},{"id":"W4384344896","doi":"10.1109/eic55835.2023.10177299","title":"Investigation of temperature effects on the ageing of paper-oil insulation under repetitive transient voltages","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transient voltage suppressor; Materials science; Voltage; Transient (computer programming); Transformer; Partial discharge; Transformer oil; Electrical engineering; Turbine; Composite material; Dielectric; Environmental science; Mechanical engineering; Optoelectronics; Engineering; Computer science","score_opus":0.010431597496874919,"score_gpt":0.20080574602486653,"score_spread":0.19037414852799162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384344896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492836,0.000044519482,0.00063590356,0.0004029348,0.00016083391,0.00011857975,0.000009764751,0.0001002153,0.003598895],"genre_scores_gemma":[0.9995512,0.00018951432,0.000035457862,0.000089645786,0.000023131088,0.000013600162,0.000037907546,0.000014413669,0.000045172495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994583,0.000024156638,0.00018441518,0.000082230035,0.00016010135,0.00009076629],"domain_scores_gemma":[0.9994371,0.00035567937,0.000025519768,0.00011345217,0.000047470807,0.000020807125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014025829,0.00008451286,0.000097844124,0.00008974284,0.00003197268,0.00000830165,0.000045132892,0.00006214655,0.000016099575],"category_scores_gemma":[0.000048578393,0.00006048806,0.000040695304,0.0003627968,0.000024851046,0.00009782666,0.000003217067,0.00008564514,0.0000057465513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064705673,0.0000066664375,0.0005347807,0.0002555995,0.000043242344,0.0000012145689,0.0015175104,0.059349384,0.92157227,0.013984144,0.0002455529,0.0024831442],"study_design_scores_gemma":[0.00021473393,0.00006289606,0.4089185,0.000278623,0.000018211365,1.8202245e-7,0.00013988004,0.013193721,0.5757876,0.0011760623,0.000123171,0.00008643442],"about_ca_topic_score_codex":0.000017975133,"about_ca_topic_score_gemma":0.000010354105,"teacher_disagreement_score":0.4083837,"about_ca_system_score_codex":0.000017720553,"about_ca_system_score_gemma":0.000008941928,"threshold_uncertainty_score":0.24666315},"labels":[],"label_agreement":null},{"id":"W4385255361","doi":"10.1109/tdei.2023.3298589","title":"Rheological Analysis of Thermally Aged Natural Ester Fluid Using Nonlinear Least Square Technique","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Science and Engineering Research Board","keywords":"Rheology; Shear thinning; Materials science; Dynamic mechanical analysis; Composite material; Shear rate; Rheometer; Newtonian fluid; Viscosity; Thermodynamics; Mechanics; Polymer","score_opus":0.018244525524162284,"score_gpt":0.24806330062809578,"score_spread":0.2298187751039335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385255361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5409756,0.000125544,0.45835483,0.000013350781,0.000090986854,0.00018836632,0.000021074513,0.00016258981,0.00006767193],"genre_scores_gemma":[0.9983912,0.0008153008,0.00063004723,0.000025319929,0.00002162126,0.000026636424,0.0000489278,0.000025543231,0.000015391397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988268,0.000038678503,0.00037696876,0.0002199575,0.00023506052,0.00030253365],"domain_scores_gemma":[0.9994597,0.00020712634,0.000044155204,0.00013389469,0.00008559008,0.00006952664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016321096,0.00018764622,0.00029348745,0.0011050602,0.00013084961,0.000032150725,0.00007472004,0.00019325448,0.000016701277],"category_scores_gemma":[0.000015188775,0.00017659689,0.00015587437,0.004149922,0.00003063589,0.00014600335,8.9849806e-7,0.00032631587,0.0000032539115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008546872,0.00015028601,0.0008364435,0.000046498946,0.00049156905,0.0000048433776,0.00014280315,0.6940178,0.2707586,0.00023459368,0.000010337623,0.033220734],"study_design_scores_gemma":[0.00023186584,0.00015445799,0.036861796,0.000015144008,0.0003219649,0.0000027225517,0.0000033310232,0.92709535,0.03501165,0.000087290166,0.000026518648,0.00018790629],"about_ca_topic_score_codex":0.000019343024,"about_ca_topic_score_gemma":0.000010590566,"teacher_disagreement_score":0.45772478,"about_ca_system_score_codex":0.00007876615,"about_ca_system_score_gemma":0.000018483293,"threshold_uncertainty_score":0.72014123},"labels":[],"label_agreement":null},{"id":"W4385487213","doi":"10.1109/actea58025.2023.10194101","title":"Transformers Faults Prediction Using Machine Learning Approach","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Université du Québec à Rimouski","keywords":"Transformer; Computer science; Decision tree; Machine learning; Reliability engineering; Voltage; Artificial intelligence; Data mining; Engineering; Electrical engineering","score_opus":0.01860273031341241,"score_gpt":0.2178133335992008,"score_spread":0.19921060328578838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385487213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54767954,0.000088813074,0.40476862,0.000019969268,0.00039209164,0.00019509495,0.000032181746,0.0017296904,0.045094017],"genre_scores_gemma":[0.99838656,0.00030915637,0.0008692868,0.0000073397546,0.00004416196,0.000008129632,0.00021837546,0.000029972593,0.00012701584],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994179,0.0000066188877,0.00014610753,0.00010171389,0.00012172055,0.0002059413],"domain_scores_gemma":[0.9998685,0.000018055847,0.0000065052664,0.000046092806,0.000012540125,0.000048277732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097772194,0.00009659699,0.00008085935,0.00013397323,0.000076543554,0.000015076023,0.00003765538,0.00005805814,0.000035087094],"category_scores_gemma":[0.000006379902,0.00009387157,0.000040739527,0.000356777,0.000009461355,0.00017748236,0.0000029844994,0.00013044802,0.000039487943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003686688,0.000011239029,0.0041791773,0.00006931428,0.000035069723,0.0000011450078,0.00041629074,0.9774118,0.011473145,0.0001983042,0.00011142803,0.00608939],"study_design_scores_gemma":[0.000234105,0.000016850116,0.004366011,0.000009734405,0.000013927903,0.000002769112,0.00006882918,0.98927796,0.0022146357,0.000032903718,0.0036598125,0.00010245392],"about_ca_topic_score_codex":0.00003980451,"about_ca_topic_score_gemma":0.000005059268,"teacher_disagreement_score":0.45070705,"about_ca_system_score_codex":0.000034834626,"about_ca_system_score_gemma":0.000005282793,"threshold_uncertainty_score":0.38279712},"labels":[],"label_agreement":null},{"id":"W4385665964","doi":"10.3390/s23167020","title":"Power Transformers OLTC Condition Monitoring Based on Feature Extraction from Vibro-Acoustic Signals: Main Peaks and Euclidean Distance","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Euclidean distance; Transformer; Acoustic emission; SIGNAL (programming language); Engineering; Fault (geology); Feature extraction; Computer science; Fault detection and isolation; Acoustics; Artificial intelligence; Voltage; Electrical engineering","score_opus":0.007940697891624672,"score_gpt":0.23335133647639034,"score_spread":0.22541063858476568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385665964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97436064,0.00009957312,0.021081159,0.00017459398,0.00084021647,0.00021562856,0.00027208278,0.00041932784,0.0025367928],"genre_scores_gemma":[0.9991138,0.00025127846,0.00018323024,0.000022987551,0.000104020284,0.000013722753,0.00020030716,0.000050475668,0.00006019172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911493,0.000021445934,0.00016724982,0.00021662615,0.00021326868,0.00026650433],"domain_scores_gemma":[0.9995098,0.00024341757,0.000023770826,0.000109684595,0.00002021066,0.00009310806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009062646,0.00019147829,0.00014661143,0.0001424601,0.000097504075,0.000055793247,0.000041209598,0.00012615917,0.00005174906],"category_scores_gemma":[0.000025971347,0.00020243236,0.000053377407,0.00023014154,0.000026077103,0.00015705485,0.0000018893575,0.00022335854,0.00004139508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011017732,0.000042855318,0.0013747759,0.0001453135,0.00007755701,0.000116866526,0.0011373799,0.74481213,0.24622379,0.00008596956,0.0009781178,0.0048950315],"study_design_scores_gemma":[0.0011377423,0.00014330218,0.12408529,0.00044252005,0.000075530406,0.00000511026,0.00094289205,0.8166062,0.049890213,0.00037275165,0.0056965495,0.0006018895],"about_ca_topic_score_codex":0.000014681895,"about_ca_topic_score_gemma":0.000011212126,"teacher_disagreement_score":0.19633359,"about_ca_system_score_codex":0.00008275744,"about_ca_system_score_gemma":0.000008429475,"threshold_uncertainty_score":0.8254952},"labels":[],"label_agreement":null},{"id":"W4385753577","doi":"10.1109/icdl59152.2023.10209335","title":"Inception and Breakdown Voltages of New Low Pour Point Liquids Under Lightning Impulse","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Impulse (physics); Liquid dielectric; Transformer; Dielectric; Breakdown voltage; Dielectric strength; Voltage; Materials science; Electrode; Transformer oil; Dielectric withstand test; Streamer discharge; Electrical engineering; Composite material; Optoelectronics; Engineering; Chemistry; Physics; Metallurgy","score_opus":0.009031469807754012,"score_gpt":0.22040537107722727,"score_spread":0.21137390126947325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385753577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92130923,0.00009479064,0.07403903,0.00031593634,0.0001436839,0.00007557043,0.00000541368,0.00024079466,0.0037755347],"genre_scores_gemma":[0.99860173,0.0004496283,0.00046390455,0.000030803865,0.000051266667,0.0000019899253,0.000017204718,0.000015587826,0.00036789823],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995833,0.0000032015632,0.0001414431,0.0000772577,0.00007305498,0.00012170988],"domain_scores_gemma":[0.9998095,0.000041359326,0.000010347266,0.00006794411,0.000017720446,0.00005310601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006214391,0.000074991854,0.00008668275,0.000096880256,0.000018583056,0.000015818641,0.000031924763,0.000047256814,0.00009245249],"category_scores_gemma":[0.00000985495,0.00006952855,0.000022711554,0.00015428742,0.000010073531,0.00013667924,0.000011089965,0.000046817924,0.000036554702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034224835,0.00007658501,0.014148956,0.0005857815,0.00020685975,0.00000944461,0.004774185,0.16621687,0.66414446,0.017333465,0.031954724,0.10051443],"study_design_scores_gemma":[0.0011963387,0.00014932278,0.4986913,0.0002495988,0.000043395594,0.0000068117492,0.0005585691,0.36755943,0.12080319,0.008376976,0.001908753,0.0004563161],"about_ca_topic_score_codex":0.00007771811,"about_ca_topic_score_gemma":0.000018949968,"teacher_disagreement_score":0.5433413,"about_ca_system_score_codex":0.00001542452,"about_ca_system_score_gemma":0.000011698405,"threshold_uncertainty_score":0.2835292},"labels":[],"label_agreement":null},{"id":"W4386476006","doi":"10.3390/en16186455","title":"Modeling and Predicting the Mechanical Behavior of Standard Insulating Kraft Paper Used in Power Transformers under Thermal Aging","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec","funders":"Mitacs; Hydro-Québec","keywords":"Transformer; Electrical insulation paper; Ultimate tensile strength; Particle swarm optimization; Kraft paper; Nonlinear system; Artificial neural network; Computer science; Materials science; Reliability engineering; Voltage; Biological system; Process engineering; Composite material; Engineering; Artificial intelligence; Machine learning; Electrical engineering; Physics","score_opus":0.012736535909105715,"score_gpt":0.23095476332335793,"score_spread":0.21821822741425223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386476006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949837,0.00019755356,0.004087571,0.00007191848,0.00014315663,0.00011704981,0.00001345632,0.00013557277,0.0002500674],"genre_scores_gemma":[0.9995633,0.00020701165,0.00013566246,0.000013730031,0.000018243614,0.000022955324,0.0000076266597,0.000028977003,0.000002529352],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921364,0.000016527318,0.00026919917,0.00010798438,0.00017562181,0.00021701693],"domain_scores_gemma":[0.99974537,0.00011836266,0.0000139097665,0.00007880281,0.000017518809,0.00002600836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025292565,0.000111355075,0.00013959006,0.000097360884,0.00006363469,0.000025681227,0.00006253853,0.000059694747,0.000011440521],"category_scores_gemma":[0.000015190467,0.00008901916,0.000037836096,0.00021523975,0.000025178339,0.0002127509,0.000014543747,0.00012717997,4.4761325e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039945535,0.0000050149797,0.0051865564,0.000023276132,0.000016552549,0.0000016691407,0.0025494602,0.94126487,0.04838527,0.0007675911,0.0000012775818,0.0017944615],"study_design_scores_gemma":[0.0005514686,0.000028209242,0.030829225,0.00012013242,0.000029454579,0.0000011953185,0.0028948316,0.9517036,0.013359537,0.00028998387,0.00002983923,0.00016250167],"about_ca_topic_score_codex":0.00006995119,"about_ca_topic_score_gemma":0.00009186896,"teacher_disagreement_score":0.035025734,"about_ca_system_score_codex":0.000024406005,"about_ca_system_score_gemma":0.000012852986,"threshold_uncertainty_score":0.3630096},"labels":[],"label_agreement":null},{"id":"W4386699375","doi":"10.1109/tdei.2023.3314706","title":"Analysis of Breakdown Voltage of Low Pour Point Synthetic Ester Insulating Liquids Under Lightning Impulse Voltage of Both Polarities","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowa Agencja Wymiany Akademickiej; Hydro-Québec","keywords":"Impulse (physics); Breakdown voltage; Voltage; Electrode; Mineral oil; Waveform; Dielectric withstand test; Materials science; Mechanics; Chemistry; Analytical Chemistry (journal); Electrical engineering; Physics; Engineering; Chromatography","score_opus":0.010449809938747829,"score_gpt":0.22729235502740924,"score_spread":0.2168425450886614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386699375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5596577,0.00013804914,0.43973476,0.000015297524,0.000067068315,0.00012684186,0.00004946022,0.00006974969,0.00014106804],"genre_scores_gemma":[0.998905,0.00082620006,0.000124575,0.00001579729,0.00001542946,0.000012600366,0.00003125873,0.00003741773,0.000031691],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982953,0.00003295758,0.0007686242,0.00023793263,0.00033397443,0.00033119487],"domain_scores_gemma":[0.9988673,0.00054847915,0.00014388404,0.00020194818,0.00015690787,0.000081534985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026555837,0.00022596943,0.00050510437,0.0017321795,0.00009249792,0.000023588296,0.000093343544,0.00019610769,0.000020275655],"category_scores_gemma":[0.000036932102,0.00023204599,0.00021925874,0.0038237246,0.00004763854,0.00021038926,0.00000185674,0.00025960008,0.0000014877926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009615009,0.00029666378,0.0025217077,0.00027412258,0.00088057225,0.0000018628912,0.0008311276,0.6415094,0.31990182,0.0017922289,0.000006840028,0.031887487],"study_design_scores_gemma":[0.00040248822,0.00028908945,0.06457213,0.00008176786,0.000494195,0.0000014338887,0.000033983088,0.8365011,0.09682299,0.00058015727,0.000006067258,0.00021458579],"about_ca_topic_score_codex":0.00014395271,"about_ca_topic_score_gemma":0.000018046185,"teacher_disagreement_score":0.43961018,"about_ca_system_score_codex":0.00007940874,"about_ca_system_score_gemma":0.00003853213,"threshold_uncertainty_score":0.94625604},"labels":[],"label_agreement":null},{"id":"W4386802682","doi":"10.23977/jeeem.2023.060409","title":"Simulation Analysis of Transformer Short Circuit Fault","year":2023,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transformer; Short circuit; Electrical engineering; Engineering; MATLAB; Reliability engineering; Computer science; Voltage","score_opus":0.0077396159931565735,"score_gpt":0.21821456529795563,"score_spread":0.21047494930479907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386802682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4128669,0.0007267905,0.5856427,0.00007718463,0.000093408715,0.00014484007,0.000002406093,0.00020340334,0.00024236517],"genre_scores_gemma":[0.99600583,0.003630044,0.00030950157,0.0000064427213,0.000014020577,0.0000061925325,0.000004526085,0.000015897114,0.0000075325834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990767,0.0000047106987,0.00040491388,0.00008720171,0.00017041709,0.0002560542],"domain_scores_gemma":[0.99969524,0.00008832072,0.000035979116,0.000086025095,0.000049527323,0.000044930854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018809288,0.00011752766,0.00031115283,0.0018392267,0.00001953432,0.000008489442,0.000103154634,0.000100050216,0.0000033900633],"category_scores_gemma":[0.000031592706,0.00011403699,0.00011877784,0.0023862522,0.000013576942,0.000078111574,0.000004985856,0.0002381149,8.119065e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075693188,0.000016942902,0.00008691844,0.00005914116,0.0013329177,0.000013067284,0.00002491201,0.949674,0.012641864,0.004200302,0.000033444157,0.031908926],"study_design_scores_gemma":[0.00022168354,0.00018909988,0.0058422103,0.000019740084,0.0007233326,0.000004983286,0.0000056735707,0.98448104,0.0061421962,0.00031043187,0.0019418293,0.000117778705],"about_ca_topic_score_codex":8.084568e-7,"about_ca_topic_score_gemma":5.7303805e-7,"teacher_disagreement_score":0.5853332,"about_ca_system_score_codex":0.000051399693,"about_ca_system_score_gemma":0.0000047664485,"threshold_uncertainty_score":0.46502936},"labels":[],"label_agreement":null},{"id":"W4387415239","doi":"10.1109/tdei.2023.3322669","title":"A Hybrid Regression Model to Estimate Remaining Useful Life of Transformer Liquid","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mean squared error; Support vector machine; Correlation coefficient; Extreme learning machine; Regression; Multilayer perceptron; Feature selection; AdaBoost; Perceptron; Regression analysis; Root mean square; Statistics; Computer science; Artificial intelligence; Mathematics; Engineering; Artificial neural network","score_opus":0.02472562269421251,"score_gpt":0.2734034919971225,"score_spread":0.24867786930290997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387415239","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4722447,0.00007065433,0.5268076,0.00008615843,0.0001041525,0.00020352866,0.000018365177,0.00021253558,0.00025228236],"genre_scores_gemma":[0.99794,0.0012368945,0.0005822724,0.00006894115,0.000022378827,0.000050876493,0.00001857346,0.00004915927,0.000030912783],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985663,0.000018512806,0.00044526721,0.00025859638,0.00030341354,0.00040788093],"domain_scores_gemma":[0.9993443,0.00016792916,0.000037742662,0.00014893516,0.00008747199,0.00021365134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018564404,0.00022455689,0.00027029813,0.0007434717,0.0001568001,0.00003124245,0.00008164489,0.00012726938,0.000006550109],"category_scores_gemma":[0.000033595024,0.00021905814,0.00008812823,0.0014731073,0.000017224826,0.0001980065,5.885988e-7,0.00027284908,0.000014588016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018735619,0.00007106072,0.000022696026,0.000051458494,0.000042269396,0.0000019112128,0.00029960647,0.90043515,0.059881162,0.00040936907,0.00013628342,0.038461648],"study_design_scores_gemma":[0.00038695493,0.00046522412,0.0011744039,0.00005597085,0.00004388539,0.0000026275495,0.0000028382094,0.8952894,0.10164415,0.0005816274,0.0001257634,0.00022714975],"about_ca_topic_score_codex":0.000008396984,"about_ca_topic_score_gemma":0.0000035601613,"teacher_disagreement_score":0.5262253,"about_ca_system_score_codex":0.00007325188,"about_ca_system_score_gemma":0.00004429137,"threshold_uncertainty_score":0.8932932},"labels":[],"label_agreement":null},{"id":"W4387826129","doi":"10.1016/j.molliq.2023.123391","title":"Dielectric response of vegetable oil-based nanofluid and impregnated Kraft paper for high voltage transformer insulation","year":2023,"lang":"en","type":"article","venue":"Journal of Molecular Liquids","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Department of Physics, Harvard University; Ahmadu Bello University","keywords":"Nanofluid; Kraft paper; Transformer oil; Mineral oil; Dielectric; Materials science; Dissipation factor; Transformer; Dielectric strength; Vegetable oil; Composite material; Neem oil; Nanofluidics; Nanoparticle; Electrical insulation paper; Chemical engineering; Voltage; Electrical engineering; Optoelectronics; Organic chemistry; Chemistry; Nanotechnology; Metallurgy","score_opus":0.00540908927125328,"score_gpt":0.21130331771724709,"score_spread":0.2058942284459938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387826129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361304,0.0016884214,0.061591797,0.00015470161,0.00019026776,0.00011206634,0.000022599253,0.00003673378,0.00007300214],"genre_scores_gemma":[0.99875814,0.0006102546,0.00046738418,0.000051385054,0.000026353102,0.000009769116,0.00001549437,0.000038736533,0.000022512295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897575,0.00003156045,0.00047768123,0.00008520199,0.00022169153,0.00020810445],"domain_scores_gemma":[0.99937844,0.00018922136,0.00007660874,0.00009359394,0.00018844107,0.00007370053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004999722,0.000132299,0.00023914853,0.00038912124,0.000035205805,0.000017165617,0.000079845224,0.00011213262,0.000009222158],"category_scores_gemma":[0.00011093353,0.00012462625,0.00011510356,0.00043351259,0.000021717357,0.00015429583,0.000002756223,0.00010109884,9.858317e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004614281,0.000027446236,0.000053008527,0.00015302353,0.0000823369,0.000012161473,0.00009784111,0.0213107,0.975288,0.00021333921,0.0000650228,0.0022357272],"study_design_scores_gemma":[0.0021179137,0.0009207745,0.009273814,0.0001795634,0.00011168337,0.000008005861,0.000007376182,0.039582532,0.94490093,0.0003396948,0.002384407,0.0001733258],"about_ca_topic_score_codex":0.0000039081538,"about_ca_topic_score_gemma":7.274278e-7,"teacher_disagreement_score":0.062627696,"about_ca_system_score_codex":0.00003958815,"about_ca_system_score_gemma":0.0000638394,"threshold_uncertainty_score":0.5082111},"labels":[],"label_agreement":null},{"id":"W4388020095","doi":"10.3390/su152115453","title":"Using Generic Direct M-SVM Model Improved by Kohonen Map and Dempster–Shafer Theory to Enhance Power Transformers Diagnostic","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Direction Générale de la Recherche Scientifique et du Développement Technologique","keywords":"Dissolved gas analysis; Support vector machine; Self-organizing map; Data mining; Artificial intelligence; Dimensionality reduction; Transformer; Cluster analysis; Computer science; Machine learning; Residual; Dempster–Shafer theory; Curse of dimensionality; Rough set; Pattern recognition (psychology); Reliability engineering; Engineering; Algorithm","score_opus":0.007938462400708906,"score_gpt":0.25577186609138275,"score_spread":0.24783340369067383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388020095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7936556,0.00047782523,0.20382258,0.00026900464,0.0001860163,0.00078149844,0.00009906122,0.0003134325,0.0003950179],"genre_scores_gemma":[0.9989849,0.00015137567,0.00040385345,0.000088968016,0.000022186377,0.000111230744,0.000030140383,0.000059564536,0.00014780412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984959,0.000047867317,0.000312733,0.0003888594,0.00015793931,0.0005967299],"domain_scores_gemma":[0.99900407,0.00037415957,0.00001878953,0.000259718,0.00014230212,0.00020097445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004910885,0.0002633522,0.00025616772,0.00012992577,0.00012411024,0.00005153051,0.00011947565,0.00011687183,0.000019690959],"category_scores_gemma":[0.00043071012,0.00026885036,0.00007323777,0.0004072839,0.000070740854,0.00026809456,0.000031888372,0.0001503439,0.000010929934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003075304,0.00030915433,0.010963792,0.0029750946,0.00033980943,0.00003408058,0.015830304,0.70977587,0.10236569,0.001158153,0.0056783776,0.15026213],"study_design_scores_gemma":[0.0005007296,0.00016699171,0.012667226,0.000057970985,0.000095477764,0.0000016047683,0.0006809868,0.95213753,0.013227824,0.015845517,0.0036944197,0.0009237147],"about_ca_topic_score_codex":0.000069528105,"about_ca_topic_score_gemma":0.000016277805,"teacher_disagreement_score":0.24236165,"about_ca_system_score_codex":0.00041798103,"about_ca_system_score_gemma":0.0000832099,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W4388207676","doi":"10.1109/ccece58730.2023.10288844","title":"Data-Driven Approaches for Distribution Transformer Health Monitoring: A Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Distribution transformer; Computer science; Transformer; Engineering; Electrical engineering; Voltage","score_opus":0.30600453173685016,"score_gpt":0.38412760795344536,"score_spread":0.0781230762165952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388207676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.0606214e-8,0.89268416,0.09532458,0.00008060947,0.00058361207,0.0027216384,0.007907464,0.00042674734,0.00027119255],"genre_scores_gemma":[9.663391e-7,0.9590306,0.00051518076,0.000011569789,0.0002535297,0.0007513943,0.03926075,0.000120020115,0.000055945144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814516,0.000026355841,0.0008661216,0.00037915073,0.0001742361,0.00040894994],"domain_scores_gemma":[0.9990275,0.00017459808,0.0000874256,0.0005622199,0.000024373825,0.00012386906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042724903,0.0003946489,0.0013896581,0.00007038596,0.000072949915,0.00003849231,0.00042723469,0.00017877365,0.000009550227],"category_scores_gemma":[0.000040379684,0.00032588016,0.00032004106,0.0003660648,0.000013053226,0.00018596296,0.0000149674415,0.0002318215,0.00007476709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.1199494e-7,0.000010093667,9.745328e-8,0.21268848,0.00013537194,1.9344684e-7,0.0000051136117,0.00003631051,5.070635e-9,0.00032002258,0.014483779,0.77232033],"study_design_scores_gemma":[0.00007484749,0.000023144648,0.0000010982515,0.056645222,0.0005333349,0.0000024387512,0.0000025176557,0.0030619637,2.1959745e-7,0.000020727222,0.93933356,0.00030095325],"about_ca_topic_score_codex":0.000007167915,"about_ca_topic_score_gemma":0.0000080993095,"teacher_disagreement_score":0.92484975,"about_ca_system_score_codex":0.00019585463,"about_ca_system_score_gemma":0.00014586354,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W4388700735","doi":"10.14447/jnmes.v26i4.a02","title":"Development of Matrix Based Single Equation to Compute OC-SC Tests Parameters for 1-Phase Transformer","year":2023,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Single phase; Transformer; Matrix (chemical analysis); Computer science; Materials science; Engineering; Electrical engineering; Composite material; Voltage","score_opus":0.041088152854862475,"score_gpt":0.2943138316222785,"score_spread":0.253225678767416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388700735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55731136,0.00003827965,0.4416225,0.00004821078,0.00045860678,0.00045763789,0.000030984644,0.000028331633,0.0000040662726],"genre_scores_gemma":[0.9842602,0.0000069805196,0.015350788,0.000012386928,0.00019160092,0.000047167377,0.000087703134,0.000036090783,0.000007086617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984176,0.000009280006,0.00093893986,0.00009405038,0.0002527042,0.00028739724],"domain_scores_gemma":[0.9992408,0.00019839442,0.00016591114,0.000063579195,0.00019830123,0.00013300209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046899525,0.0001445977,0.0003929867,0.00018497396,0.000030291621,0.000049466536,0.000118402626,0.00008883289,0.0000034522363],"category_scores_gemma":[0.00009208835,0.00013214345,0.0001037327,0.0001912572,0.0000054876614,0.00009783219,0.0000021928627,0.000039923812,0.0000031610775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024887407,0.000051862058,0.00000206156,0.0004365705,0.000073877105,3.6558205e-7,0.00018844777,0.00821949,0.9881538,0.000046652247,0.001309429,0.0012685693],"study_design_scores_gemma":[0.0019203055,0.00053136743,0.000026466396,0.00025735257,0.000048966824,0.0000050390186,0.0000123555665,0.01710279,0.9731998,0.00011888589,0.0066297636,0.00014694249],"about_ca_topic_score_codex":0.000002556437,"about_ca_topic_score_gemma":0.0000011944582,"teacher_disagreement_score":0.42694882,"about_ca_system_score_codex":0.0001737208,"about_ca_system_score_gemma":0.000106160136,"threshold_uncertainty_score":0.5388653},"labels":[],"label_agreement":null},{"id":"W4388832859","doi":"10.3390/en16227656","title":"Stacked Ensemble Regression Model for Prediction of Furan","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Robustness (evolution); Generalizability theory; Computer science; Machine learning; Reliability engineering; Furan; Reliability (semiconductor); Regression; Cross-validation; Training set; Data mining; Artificial intelligence; Power (physics); Engineering; Statistics; Mathematics","score_opus":0.025659562726077664,"score_gpt":0.23751118535356291,"score_spread":0.21185162262748525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388832859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92126507,0.00012126267,0.07642917,0.00003182953,0.00032928714,0.00009559706,0.00016275278,0.0003259557,0.0012390593],"genre_scores_gemma":[0.9983859,0.00042975377,0.00077062886,0.0000027074068,0.000030735326,0.000028021492,0.0001427266,0.000015162365,0.00019436542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967366,0.0000020456935,0.00010981786,0.00005326393,0.000067490924,0.00009371537],"domain_scores_gemma":[0.9998399,0.0000383705,0.000010882504,0.000070809234,0.000024640234,0.000015419084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004740672,0.000051790103,0.00006738575,0.0000686836,0.000024479388,0.000005283049,0.000032360036,0.00003671105,0.0000023301402],"category_scores_gemma":[0.000013290881,0.000046889672,0.000030628657,0.0000959268,0.000007754343,0.00008448145,0.0000038319645,0.000020893698,0.000002549307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059531185,0.0000039440897,0.000079205485,0.000062262574,0.000009421891,1.0325692e-7,0.00036137388,0.92576593,0.06476468,0.0015235165,0.0042506144,0.0031730179],"study_design_scores_gemma":[0.00019024091,0.000017090142,0.001698395,0.000034354154,0.0000071203,8.38797e-8,0.000041867344,0.91794896,0.077571005,0.0014919495,0.0009583369,0.00004059895],"about_ca_topic_score_codex":0.0000023680914,"about_ca_topic_score_gemma":0.000003153009,"teacher_disagreement_score":0.07712082,"about_ca_system_score_codex":0.000009886802,"about_ca_system_score_gemma":0.000005898447,"threshold_uncertainty_score":0.19121054},"labels":[],"label_agreement":null},{"id":"W4389670504","doi":"10.3390/s23249796","title":"Sensitivity Analysis of Intensity-Modulated Plastic Optical Fiber Sensors for Effective Aging Detection in Rapeseed Transformer Oil","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Optical fiber; Repeatability; Sensitivity (control systems); Linearity; Fiber optic sensor; Wavelength; Transformer; Optics; Optoelectronics; Electronic engineering; Voltage; Electrical engineering; Engineering; Physics","score_opus":0.007295340809461281,"score_gpt":0.22471528170949037,"score_spread":0.21741994090002909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389670504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924916,0.000009309735,0.006372272,0.000031466454,0.00027871778,0.00024032222,0.00006401841,0.00021697093,0.00029530792],"genre_scores_gemma":[0.99965966,0.000035970155,0.00009461913,0.0000053847775,0.000027329406,0.000024202793,0.00008938093,0.000037228798,0.000026228909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883753,0.000043590673,0.00034906223,0.00024180675,0.00016850515,0.00035951726],"domain_scores_gemma":[0.99855196,0.0011096986,0.00003049118,0.00012793067,0.00011306501,0.00006683027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035808838,0.00019524588,0.0004562999,0.0009681713,0.00004510052,0.000014168488,0.000033389555,0.0001441545,0.000008527338],"category_scores_gemma":[0.00022168805,0.00020654708,0.00022439,0.0019467241,0.00004362933,0.00009303359,0.000004429142,0.00017717018,0.000018115199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008676748,0.000023288505,0.0007799741,0.00012094852,0.00055408635,0.000012075839,0.00068947853,0.8762542,0.10817394,0.000009047066,0.0000036777078,0.013292515],"study_design_scores_gemma":[0.0004891407,0.00003934321,0.16973743,0.000043509186,0.00037124148,0.0000018318084,0.000086791704,0.7081084,0.120894246,0.000014635476,0.000046871904,0.0001665431],"about_ca_topic_score_codex":0.00007230395,"about_ca_topic_score_gemma":0.0003775093,"teacher_disagreement_score":0.16895746,"about_ca_system_score_codex":0.0000967856,"about_ca_system_score_gemma":0.000007132974,"threshold_uncertainty_score":0.84227455},"labels":[],"label_agreement":null},{"id":"W4389979415","doi":"10.1109/tdei.2023.3345299","title":"Differential Low-Temperature AC Breakdown Between Synthetic Ester and Mineral Oils: Insights From Both Molecular Dynamics and Quantum Mechanics","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"National Natural Science Foundation of China","keywords":"Molecular mechanics; Differential (mechanical device); Molecular dynamics; Materials science; Chemical physics; Chemistry; Physics; Computational chemistry; Thermodynamics","score_opus":0.0063403861471314615,"score_gpt":0.20070370720228814,"score_spread":0.1943633210551567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389979415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6945273,0.0003143832,0.30451763,0.00006867693,0.00016208689,0.00017333397,0.0000640096,0.00015545386,0.000017100941],"genre_scores_gemma":[0.9972311,0.002405797,0.00006033501,0.000037913167,0.000052077725,0.000024593915,0.00012727232,0.000049856506,0.00001104601],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874324,0.000037975733,0.00030775176,0.00035375584,0.0002274005,0.00032985263],"domain_scores_gemma":[0.99937534,0.0002493098,0.000033303993,0.00013554613,0.000042564538,0.00016392424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004691027,0.00028283198,0.00027885023,0.00040361044,0.00019602141,0.00014898862,0.000058830068,0.0003017519,0.000004817548],"category_scores_gemma":[0.000011116001,0.00027704044,0.00005487708,0.0007598943,0.000024520914,0.00019644729,0.0000020953787,0.00041517313,0.0000034319678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017841424,0.0003153764,0.0003530621,0.00023557448,0.00057458115,0.000046552297,0.0011330692,0.031805698,0.71722424,0.010916145,0.000053776916,0.2371635],"study_design_scores_gemma":[0.0006226706,0.00022001973,0.010776444,0.00004348363,0.00014790213,0.0000050469944,0.0000063985303,0.95515805,0.02786881,0.004769557,0.000024148258,0.0003574629],"about_ca_topic_score_codex":0.000037704573,"about_ca_topic_score_gemma":0.000022690092,"teacher_disagreement_score":0.92335236,"about_ca_system_score_codex":0.00009524459,"about_ca_system_score_gemma":0.000019732026,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W4390204242","doi":"10.1109/tdei.2023.3347186","title":"Health Assessment of Solid Insulation of Mineral Oil-Filled Converter Transformer","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Science and Engineering Research Board","keywords":"Dissolved gas analysis; Transformer; Transformer oil; Mineral oil; Mean squared error; Computer science; Voltage; Engineering; Mathematics; Electrical engineering; Materials science; Statistics","score_opus":0.015753063011802286,"score_gpt":0.27448097591430237,"score_spread":0.2587279129025001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390204242","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4290697,0.00014989868,0.56959283,0.00014338561,0.00023920917,0.00021443184,0.00007073442,0.00013929879,0.0003805005],"genre_scores_gemma":[0.9955636,0.0039651105,0.00025773543,0.000039579794,0.00002074676,0.000030332052,0.000053082007,0.000032069347,0.000037717826],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998448,0.000039071256,0.0006564272,0.00019919583,0.0003250601,0.00033221894],"domain_scores_gemma":[0.9993775,0.0001850783,0.00009357447,0.00012867991,0.00011424889,0.00010095685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022227445,0.00019474623,0.0003784173,0.0006875491,0.0000992793,0.000013078121,0.000062754014,0.00014685618,0.000014279633],"category_scores_gemma":[0.000007754896,0.00019669381,0.000106778905,0.0015945781,0.00003206926,0.00018323578,3.740772e-7,0.00024164078,0.0000028225693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011237446,0.00044443057,0.00081286783,0.000424136,0.00023517187,0.0000012291952,0.0006903419,0.1834445,0.1554599,0.0020739206,0.00014944296,0.6561517],"study_design_scores_gemma":[0.0009096172,0.00053302216,0.062984444,0.000044402732,0.00004142609,0.0000019974764,0.000006699696,0.9161269,0.018700475,0.00031292858,0.00014642553,0.0001916387],"about_ca_topic_score_codex":0.000049378996,"about_ca_topic_score_gemma":0.000010303151,"teacher_disagreement_score":0.7326824,"about_ca_system_score_codex":0.000108059736,"about_ca_system_score_gemma":0.00007160387,"threshold_uncertainty_score":0.8020941},"labels":[],"label_agreement":null},{"id":"W4390678654","doi":"10.1109/imoc57131.2023.10379665","title":"AI-driven Maintenance Tool for Synchronous Power Generator Temperature Monitoring Using Fiber Bragg Gratings","year":2023,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Fiber Bragg grating; Electromagnetic coil; Brush; Temperature measurement; Generator (circuit theory); Materials science; Rotor (electric); Slip ring; Current sensor; Fault (geology); Optical fiber; Condition monitoring; Optical time-domain reflectometer; Power (physics); Fiber optic sensor; Electrical engineering; Current (fluid); Computer science; Fiber; Engineering; Physics; Composite material; Polarization-maintaining optical fiber; Telecommunications","score_opus":0.009763544587617056,"score_gpt":0.23518384892442046,"score_spread":0.2254203043368034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390678654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776336,0.00010660449,0.019350557,0.00012788379,0.0012198501,0.00038164973,0.00006302821,0.000598941,0.000517902],"genre_scores_gemma":[0.9918259,0.00006014205,0.0071981032,0.0000943988,0.00029275054,0.0000542768,0.00003500195,0.000067797446,0.00037164372],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990944,0.000004928285,0.00021817103,0.00018721956,0.000119061675,0.0003761799],"domain_scores_gemma":[0.99963415,0.00005880272,0.00001669941,0.00014790714,0.00008434281,0.000058120087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075813536,0.00017539992,0.00015008796,0.00008633082,0.00012145733,0.00010290653,0.000089071735,0.000112169364,0.000056319368],"category_scores_gemma":[0.000030749336,0.00016456058,0.00007708013,0.00025469097,0.0000118469825,0.0002527878,0.0000126319665,0.00012488056,0.00005258824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013967873,0.000029208095,0.0038521166,0.00024700657,0.00014351212,0.000018094397,0.00072919205,0.41686663,0.5466165,0.0012465912,0.026561035,0.003676133],"study_design_scores_gemma":[0.0011088767,0.00010428819,0.011806272,0.0003264743,0.00005452213,0.000012251565,0.0001264051,0.77732086,0.17881583,0.0002844854,0.029092386,0.0009473628],"about_ca_topic_score_codex":0.00000825124,"about_ca_topic_score_gemma":0.0000022915947,"teacher_disagreement_score":0.36780068,"about_ca_system_score_codex":0.000090546695,"about_ca_system_score_gemma":0.00002375435,"threshold_uncertainty_score":0.6710586},"labels":[],"label_agreement":null},{"id":"W4390749945","doi":"10.3390/info15010037","title":"Parametric and Nonparametric Machine Learning Techniques for Increasing Power System Reliability: A Review","year":2024,"lang":"en","type":"review","venue":"Information","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Electric System Operator","keywords":"Downtime; Reliability engineering; Reliability (semiconductor); Computer science; Parametric statistics; Electric power system; Machine learning; Risk analysis (engineering); Engineering; Power (physics); Business","score_opus":0.013377639787438058,"score_gpt":0.2695372357019108,"score_spread":0.25615959591447274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390749945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029134997,0.97875315,0.016193833,0.0000075018083,0.00030608726,0.0021860884,0.00014306669,0.0007241375,0.0016831958],"genre_scores_gemma":[0.00042724292,0.99643856,0.0018042792,0.000020185651,0.000035004625,0.0004973114,0.0007222776,0.00005010743,0.0000050244366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840516,0.00004656543,0.0010050718,0.00014775184,0.00018360572,0.00021187152],"domain_scores_gemma":[0.9990337,0.0004436293,0.0001747105,0.00018858376,0.00009512562,0.00006424762],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010064412,0.00034756836,0.00091371435,0.0009529893,0.00006504789,0.00018108443,0.000104196384,0.0002636444,0.000003373172],"category_scores_gemma":[0.0006530716,0.0002841719,0.00023096422,0.0012187886,0.000013803009,0.0006681537,0.000024439036,0.00042132806,0.000060905728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.200771e-7,0.000002296557,8.75161e-7,0.26605445,0.000043696084,3.0011014e-7,0.000022723174,0.000025275376,1.9407738e-8,0.00017305803,0.00025418174,0.7334222],"study_design_scores_gemma":[0.000046460307,0.000045628305,0.0000014992175,0.06639875,0.00085405726,0.000047690402,0.000004515304,0.016393,9.665268e-7,0.00001534939,0.9159172,0.0002748801],"about_ca_topic_score_codex":0.00001554968,"about_ca_topic_score_gemma":2.642696e-7,"teacher_disagreement_score":0.915663,"about_ca_system_score_codex":0.00031096526,"about_ca_system_score_gemma":0.000043237796,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W4390982491","doi":"10.20944/preprints202401.1266.v1","title":"Acoustic-Based Online Monitoring of Cooling Fan Malfunction in Air-Forced Transformers Using Learning Techniques","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Transformer; Overheating (electricity); Computer science; Random forest; Convolutional neural network; Feature extraction; Hyperparameter; Interpretability; Classifier (UML); Artificial intelligence; Machine learning; Pattern recognition (psychology); Engineering; Electrical engineering","score_opus":0.0675662201282503,"score_gpt":0.3210587198525179,"score_spread":0.2534924997242676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390982491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93486136,0.00028603623,0.061602782,0.000018664949,0.0011615307,0.0006221015,0.00005174476,0.0006500738,0.0007457175],"genre_scores_gemma":[0.9965101,0.00047468147,0.002468731,0.000005458757,0.00018998084,0.00007221831,0.00012743946,0.00013525617,0.000016132799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974599,0.00004450069,0.0012202795,0.0005403167,0.00032548848,0.0004095079],"domain_scores_gemma":[0.9991585,0.0000917985,0.00022687664,0.00032602024,0.00011101534,0.00008580483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005922706,0.00044183794,0.0005795667,0.0006806689,0.000050815204,0.000015987718,0.0002247502,0.00049221114,0.000041098272],"category_scores_gemma":[0.00014309732,0.0005219835,0.00023903689,0.00035368797,0.000045675675,0.000117838375,0.00013046652,0.001787147,0.000015678283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033395674,0.000042374875,0.10809464,0.0016391098,0.000070453185,0.0000065371323,0.00040671026,0.6683029,0.21987413,0.000007709569,2.6958458e-7,0.0015217689],"study_design_scores_gemma":[0.00025693062,0.000024531986,0.08764791,0.0032177342,0.00015389119,0.0000019298923,0.00017910964,0.37897956,0.52884,0.00016005198,0.00007893322,0.00045940114],"about_ca_topic_score_codex":0.00033074015,"about_ca_topic_score_gemma":0.000030349262,"teacher_disagreement_score":0.3089659,"about_ca_system_score_codex":0.00046819684,"about_ca_system_score_gemma":0.00013528512,"threshold_uncertainty_score":0.9997232},"labels":[],"label_agreement":null},{"id":"W4391128329","doi":"10.1109/tdei.2024.3357665","title":"Oil Quality Index Model Verification and Validation Using Total Acid Number and Interfacial Tension Experimental Data","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Transformer oil; Computer science; Voltage; Reliability engineering; Engineering; Electrical engineering","score_opus":0.0528112783728609,"score_gpt":0.3103700685188149,"score_spread":0.25755879014595395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391128329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5460145,0.00071364234,0.4528299,0.000024445158,0.00015050951,0.000061442835,0.000030065543,0.000099997655,0.00007552841],"genre_scores_gemma":[0.9975731,0.0016619596,0.00058891106,0.000018384777,0.00004256667,0.000012081389,0.000055600332,0.000030051537,0.000017358307],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988891,0.000029719598,0.00030950486,0.00037211317,0.00019649295,0.00020310782],"domain_scores_gemma":[0.9995982,0.000089203066,0.000025036776,0.00015829927,0.00003998425,0.00008924658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017424911,0.00018751946,0.00015671896,0.00020790639,0.00017722671,0.00018610252,0.000048322174,0.00016582268,0.0000059576178],"category_scores_gemma":[0.000011942105,0.000194703,0.000024936202,0.00042170077,0.00003216442,0.0006437551,0.000002806152,0.00027311724,0.000002382185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015405985,0.00019504245,0.00020693347,0.00015757748,0.00010799693,0.0000022576173,0.0006755588,0.122943595,0.45409325,0.0013166985,0.000030304122,0.42011672],"study_design_scores_gemma":[0.00028921865,0.00006452168,0.0013233454,0.000034478217,0.000051279203,0.00001820062,0.000009033414,0.9676295,0.030081464,0.0002275058,0.000052839263,0.00021863113],"about_ca_topic_score_codex":0.000048010163,"about_ca_topic_score_gemma":0.000002954347,"teacher_disagreement_score":0.8446859,"about_ca_system_score_codex":0.0001138262,"about_ca_system_score_gemma":0.000025049396,"threshold_uncertainty_score":0.7939758},"labels":[],"label_agreement":null},{"id":"W4391559687","doi":"10.1109/tia.2024.3362924","title":"Impacts of Transformer Loading on the Harmonic Distortion Created by GIC Flows","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Energie NB Power (Canada); University of New Brunswick","funders":"","keywords":"Total harmonic distortion; Transformer; Power system harmonics; Harmonic analysis; Distortion (music); Geomagnetically induced current; Electrical engineering; Materials science; Voltage; Physics; Electronic engineering; Engineering; Magnetic field","score_opus":0.014073799683207653,"score_gpt":0.23618029604998064,"score_spread":0.222106496366773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391559687","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20447166,0.000308417,0.7896227,0.000700261,0.00034991387,0.0007413442,0.0006232784,0.0003856993,0.0027966883],"genre_scores_gemma":[0.9987137,0.0003687884,0.000031986612,0.00004486209,0.000042862863,0.0006035349,0.000041194508,0.00004504409,0.00010804228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905574,0.000016274487,0.00032316858,0.00019874758,0.00018786034,0.00021822451],"domain_scores_gemma":[0.9993965,0.00019295269,0.000021118987,0.00026733277,0.00003247672,0.0000896211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101092985,0.00019047348,0.0001297281,0.00015447022,0.00018094419,0.000051165724,0.00013678946,0.00025705228,0.0002873243],"category_scores_gemma":[0.0000018078105,0.00015735213,0.000117894364,0.0006403741,0.000049424245,0.00016490823,1.7393683e-7,0.00075410993,0.000109764645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006974989,0.0009882493,0.00005424292,0.0005748866,0.0009036691,0.0000031813859,0.0014912254,0.27626425,0.5666617,0.0072567808,0.013043233,0.13268885],"study_design_scores_gemma":[0.0003399811,0.00013794961,0.0003004752,0.0003335597,0.00023751352,0.000007507321,0.000104519626,0.06966334,0.885683,0.00043978821,0.04234262,0.00040974782],"about_ca_topic_score_codex":0.00002952223,"about_ca_topic_score_gemma":0.00001298746,"teacher_disagreement_score":0.794242,"about_ca_system_score_codex":0.0001536648,"about_ca_system_score_gemma":0.000037222737,"threshold_uncertainty_score":0.6416634},"labels":[],"label_agreement":null},{"id":"W4392567468","doi":"10.2139/ssrn.4743296","title":"Data-Driven Fault Prediction in Power Transformers: An Industrial Case Study","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Transformer; Reliability engineering; Fault (geology); Computer science; Electrical engineering; Engineering; Voltage; Seismology; Geology","score_opus":0.03705867889769097,"score_gpt":0.2858901982402612,"score_spread":0.24883151934257022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392567468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853393,0.0022254798,0.007003444,0.00007005746,0.0030995547,0.00088359596,0.0005428738,0.00020202692,0.00063371245],"genre_scores_gemma":[0.9959183,0.0028204848,0.000021208682,0.0000053618933,0.00070938765,0.00003334195,0.00036687,0.00010004499,0.00002504293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966925,0.00009293018,0.0007731782,0.00048800267,0.0003870763,0.0015663201],"domain_scores_gemma":[0.9992661,0.000033274388,0.00006535873,0.00044933072,0.000049977825,0.0001359889],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016002725,0.00039987202,0.00037845437,0.00051132427,0.00008583179,0.00024641692,0.000489897,0.0004557362,0.000035760528],"category_scores_gemma":[0.000022653121,0.00039817914,0.00010365648,0.00025822138,0.00002027478,0.00047710392,0.000107437365,0.009208191,0.000017960841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035382618,0.0028446843,0.011546034,0.00042064989,0.0061478736,0.0067960517,0.021196539,0.6800587,0.0003029039,0.0034130714,0.0015843599,0.2653353],"study_design_scores_gemma":[0.009016118,0.0042749313,0.0014755466,0.0011063216,0.0019412212,0.014007015,0.04608955,0.8424769,0.000047066642,0.07257186,0.004468573,0.002524889],"about_ca_topic_score_codex":0.00049542787,"about_ca_topic_score_gemma":0.013490116,"teacher_disagreement_score":0.2628104,"about_ca_system_score_codex":0.0015828675,"about_ca_system_score_gemma":0.0016228276,"threshold_uncertainty_score":0.999847},"labels":[],"label_agreement":null},{"id":"W4395047488","doi":"10.1049/nde2.12082","title":"Traditional fault diagnosis methods for mineral oil‐immersed power transformer based on dissolved gas analysis: Past, present and future","year":2024,"lang":"en","type":"article","venue":"IET Nanodielectrics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Transformer; Engineering; Reliability engineering; Preventive maintenance; Mineral oil; Risk analysis (engineering); Computer science; Transformer oil; Electrical engineering","score_opus":0.0153134404858983,"score_gpt":0.26883085670440005,"score_spread":0.25351741621850177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395047488","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03480868,0.011273093,0.93099654,0.008960099,0.0025615592,0.00093187415,0.0011150638,0.0006468334,0.008706281],"genre_scores_gemma":[0.98405665,0.0025518404,0.010610186,0.0002799575,0.0009964162,0.0005971559,0.0007165653,0.00009303275,0.00009818859],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863297,0.000036133566,0.0003265305,0.0003497731,0.00024089478,0.0004137187],"domain_scores_gemma":[0.9988959,0.0007279086,0.000020271227,0.00015212124,0.00006153125,0.000142257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002532444,0.00029471162,0.00031732416,0.00051563216,0.000092578186,0.0001306757,0.000095650896,0.00018453921,0.00008456924],"category_scores_gemma":[0.000015968211,0.0002659042,0.0003220902,0.0011116185,0.000023561299,0.00017048416,0.0000018188655,0.0002218785,0.00000334516],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033464734,0.0007338596,0.0008603496,0.001126947,0.0040158927,0.00003359015,0.0022328196,0.076075435,0.014175753,0.007440321,0.059623353,0.833347],"study_design_scores_gemma":[0.00064523536,0.00026276993,0.0016497077,0.000041193834,0.00077316014,0.0000015384309,0.000016798222,0.67984563,0.006103268,0.00035105116,0.30993947,0.00037016938],"about_ca_topic_score_codex":0.000006271705,"about_ca_topic_score_gemma":0.0000046014543,"teacher_disagreement_score":0.94924796,"about_ca_system_score_codex":0.00012276125,"about_ca_system_score_gemma":0.00005391887,"threshold_uncertainty_score":0.9999793},"labels":[],"label_agreement":null},{"id":"W4396910092","doi":"10.1109/ojcs.2024.3400696","title":"ALBERTA: ALgorithm-Based Error Resilience in Transformer Architectures","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of the Computer Society","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Computer science; Transformer; Algorithm; Electrical engineering; Engineering; Materials science; Voltage","score_opus":0.011627709344696452,"score_gpt":0.24881369066954723,"score_spread":0.23718598132485078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396910092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13142112,0.0008621165,0.8605728,0.0019033327,0.0042359303,0.00030863716,0.00001213518,0.000023355402,0.00066055777],"genre_scores_gemma":[0.98256344,0.000072925315,0.016777314,0.00030962,0.00021567715,0.0000032479275,6.1578584e-7,0.000021026453,0.00003614152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923563,0.000025889341,0.00030485823,0.00009010793,0.00017757736,0.00016592666],"domain_scores_gemma":[0.99963504,0.0001476666,0.000027246268,0.00011391144,0.000028017661,0.00004810768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028427786,0.000113882554,0.0001581638,0.00004069457,0.00004471262,0.00016824515,0.0005950301,0.000051611838,0.000012039578],"category_scores_gemma":[0.0000030155359,0.00007547997,0.00023990066,0.00024642472,0.00003506136,0.0001880318,0.000012327097,0.0003753039,0.0000032866644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008468462,0.00004072905,0.00021595546,0.0000950428,0.00011385183,0.000013088384,0.0035580276,0.8939049,0.0010516768,0.000032178516,0.015531872,0.08543417],"study_design_scores_gemma":[0.00049082417,0.00005857014,0.0041115936,0.000526557,0.000024846771,0.000033707875,0.000020450863,0.97695565,0.005185083,0.00044232223,0.012014108,0.00013627385],"about_ca_topic_score_codex":0.000042298536,"about_ca_topic_score_gemma":0.00004533876,"teacher_disagreement_score":0.85114235,"about_ca_system_score_codex":0.00007290629,"about_ca_system_score_gemma":0.000078752935,"threshold_uncertainty_score":0.3077984},"labels":[],"label_agreement":null},{"id":"W4399421801","doi":"10.1117/12.3013959","title":"Using estimation to optimize electric pump flow rates for spraying applications","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Estimation; Volumetric flow rate; Flow (mathematics); Computer science; Engineering; Mechanics; Systems engineering","score_opus":0.021660125085972554,"score_gpt":0.2962732945738339,"score_spread":0.27461316948786135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399421801","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004754887,0.00029682505,0.99192494,0.00009834925,0.00018188416,0.0005550327,0.000013273638,0.00035601755,0.0018187922],"genre_scores_gemma":[0.74293876,0.000041588806,0.25658035,0.00003502789,0.00007677332,0.00022998617,0.0000386767,0.000028616034,0.000030241757],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995635,0.0000018189894,0.00013095663,0.00010834028,0.000052217372,0.00014313638],"domain_scores_gemma":[0.9997604,0.000097590186,0.000003825841,0.00006900766,0.00002669442,0.00004250618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006410685,0.00007726308,0.000063314685,0.00013757797,0.000053242864,0.000104327955,0.000040860585,0.000033682492,0.0000227128],"category_scores_gemma":[0.00001384915,0.00007765479,0.000032529704,0.0003337987,0.0000020908594,0.00016471982,0.0000028623667,0.000040265943,0.000040885563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011609551,0.0000045579395,0.0000052271394,0.00008347416,0.000017153283,1.3037584e-7,0.000049995662,0.9400974,0.018251022,0.003566636,0.00027699897,0.037646268],"study_design_scores_gemma":[0.000057509547,0.0000106581,0.000042180098,0.000026790136,0.000024262094,0.0000011995633,0.00000443742,0.96997184,0.02287843,0.0009511834,0.0059297914,0.000101702506],"about_ca_topic_score_codex":0.000005295877,"about_ca_topic_score_gemma":0.0000016046769,"teacher_disagreement_score":0.73818386,"about_ca_system_score_codex":0.000064072156,"about_ca_system_score_gemma":0.000015302976,"threshold_uncertainty_score":0.31666705},"labels":[],"label_agreement":null},{"id":"W4399801055","doi":"10.1109/td47997.2024.10556298","title":"Diagnostic Investigation &amp; Correlation In-Service HV &amp; EHV Current-Transformers Exhibiting High Levels of Hydrogen","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Electrical engineering; Current transformer; Ampere; Hydrogen; Transformer; Materials science; Current (fluid); Physics; Engineering; Voltage","score_opus":0.025967542220969825,"score_gpt":0.24682451427738863,"score_spread":0.2208569720564188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399801055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829537,0.0014330177,0.11167047,0.00016551455,0.000863587,0.00034900257,0.00007449562,0.00028572357,0.002204487],"genre_scores_gemma":[0.99826324,0.0004952474,0.00071858853,0.000033472235,0.00007576716,0.000032570224,0.0003085876,0.00004649716,0.000026043754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867165,0.00002235595,0.00056276366,0.00022254094,0.00024541267,0.0002752491],"domain_scores_gemma":[0.9991417,0.0005485076,0.000030485116,0.00013014041,0.000064328866,0.000084816325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022769153,0.00020511501,0.00019667024,0.000320174,0.0000341485,0.000045541175,0.000088212066,0.00011452154,0.00018307341],"category_scores_gemma":[0.00011081459,0.00021549569,0.000062671905,0.00077551365,0.00002742414,0.00054749154,0.000008930424,0.00024753835,0.00017977941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001797509,0.00013510197,0.062398963,0.005035826,0.0002082701,0.000007878833,0.009846945,0.6720574,0.091365896,0.022657856,0.0009851237,0.13528278],"study_design_scores_gemma":[0.0017047453,0.000069410795,0.27128458,0.0046972507,0.00027479453,0.000015347181,0.00016118078,0.63132596,0.051762737,0.016712544,0.020437866,0.0015535445],"about_ca_topic_score_codex":0.00024599853,"about_ca_topic_score_gemma":0.0010820817,"teacher_disagreement_score":0.20888563,"about_ca_system_score_codex":0.00010999099,"about_ca_system_score_gemma":0.000049426002,"threshold_uncertainty_score":0.87876594},"labels":[],"label_agreement":null},{"id":"W4400082998","doi":"10.3390/en17133171","title":"An Intelligent Power Transformers Diagnostic System Based on Hierarchical Radial Basis Functions Improved by Linde Buzo Gray and Single-Layer Perceptron Algorithms","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Direction Générale de la Recherche Scientifique et du Développement Technologique","keywords":"Perceptron; Transformer; Gray (unit); Computer science; Algorithm; Radial basis function; Artificial intelligence; Pattern recognition (psychology); Artificial neural network; Engineering; Voltage; Electrical engineering","score_opus":0.007535418522426233,"score_gpt":0.21066739011459162,"score_spread":0.2031319715921654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400082998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7200792,0.0024729632,0.26968607,0.00028102833,0.0030208658,0.00044688815,0.00035619194,0.0011573812,0.0024994193],"genre_scores_gemma":[0.9986752,0.00032325665,0.00039932196,0.000051180978,0.00016740218,0.000085121195,0.0001887873,0.00007458088,0.000035105593],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880767,0.000033789853,0.0002815998,0.00032999838,0.00020582633,0.00034111526],"domain_scores_gemma":[0.9992168,0.00040540763,0.000010574076,0.00016054443,0.000023139888,0.00018351457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011684228,0.00028292323,0.00020499113,0.00022531045,0.00011425691,0.00019659809,0.00008459683,0.00015048296,0.00007037417],"category_scores_gemma":[0.000026955853,0.00025497944,0.00010216166,0.00019316484,0.00006616474,0.00023715768,0.0000043894547,0.0002668595,0.000019560252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015371823,0.00054218696,0.0005102497,0.00088514265,0.00040843713,0.00005411289,0.004001069,0.5182171,0.13994344,0.0023909777,0.004046139,0.32884744],"study_design_scores_gemma":[0.00046765487,0.0007321631,0.0014418561,0.0002674209,0.000113933864,0.0000070870465,0.0005238116,0.95104635,0.021207279,0.000030259162,0.02365518,0.00050703215],"about_ca_topic_score_codex":0.00006308844,"about_ca_topic_score_gemma":0.000021927226,"teacher_disagreement_score":0.43282923,"about_ca_system_score_codex":0.00016805083,"about_ca_system_score_gemma":0.000028772543,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W4400112365","doi":"10.1109/epdc62178.2024.10571706","title":"Determining the intensity and occurrence location of faults in transformers using frequency response analysis (FRA) with novel multistage optimization algorithm and SVMD decomposition technique","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Algorithm; Transformer; Decomposition; Frequency response; Engineering; Electrical engineering; Voltage","score_opus":0.010097858710340224,"score_gpt":0.2523352715709006,"score_spread":0.24223741286056036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400112365","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33539125,0.00008835613,0.66423786,0.000013603324,0.000017853221,0.00016939719,0.00003234299,0.00003082936,0.000018515473],"genre_scores_gemma":[0.9287243,0.00010215683,0.071109,0.0000055224687,0.0000026192174,0.000011251452,0.00003743671,0.0000073730394,3.6713465e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948454,0.000015283464,0.00019587581,0.00013433625,0.000080489415,0.00008949323],"domain_scores_gemma":[0.9997122,0.00010949932,0.00001800351,0.000057314337,0.00008019715,0.000022742297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022854989,0.000096138014,0.0001199102,0.00028235355,0.000037023798,0.000032018048,0.000027188997,0.00005055296,0.0000018328581],"category_scores_gemma":[0.000015408537,0.00007441123,0.00001544201,0.00075635937,0.00004749907,0.0002852186,0.0000036829856,0.00008794331,3.9376566e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080633676,0.000046243542,0.017187247,0.00030515206,0.00018096603,0.000004901356,0.0021891405,0.9151795,0.034078892,0.00008256577,8.6537733e-7,0.030663883],"study_design_scores_gemma":[0.00018500346,0.000042876865,0.049529176,0.00016948066,0.00011578387,0.0000062750723,0.000078586556,0.9443945,0.005373842,0.000008107716,0.0000017480558,0.00009460781],"about_ca_topic_score_codex":0.000107517204,"about_ca_topic_score_gemma":0.000077045544,"teacher_disagreement_score":0.593333,"about_ca_system_score_codex":0.000049035247,"about_ca_system_score_gemma":0.00001930258,"threshold_uncertainty_score":0.30344018},"labels":[],"label_agreement":null},{"id":"W4400146035","doi":"10.1016/j.rio.2024.100716","title":"Aging characterization of thermally aged transformer paper based on its reflectance","year":2024,"lang":"en","type":"article","venue":"Results in Optics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reflectivity; Degree of polymerization; Kraft paper; Transformer oil; Materials science; Goodness of fit; Cellulose; Composite material; Degree (music); Transformer; Electrical insulation paper; Environmental science; Polymerization; Biological system; Optics; Mathematics; Statistics; Acoustics; Chemistry; Polymer; Organic chemistry; Engineering","score_opus":0.014568632654245305,"score_gpt":0.24508914568642032,"score_spread":0.23052051303217502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400146035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303994,0.0002984715,0.023866193,0.00044844425,0.00084729306,0.0003683374,0.00025280056,0.00024741195,0.04327165],"genre_scores_gemma":[0.9986747,0.00076938345,0.0002807581,0.000055365024,0.00004407282,0.000008782043,0.00009715495,0.000030176889,0.000039604314],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992611,0.000011768278,0.00030719096,0.00012163076,0.00014489402,0.00015345667],"domain_scores_gemma":[0.9997255,0.00010151357,0.000014433696,0.00011117458,0.000022914242,0.000024465357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015441193,0.00010761682,0.00010809019,0.00013801965,0.00001426738,0.000026355758,0.000064616885,0.00007029316,0.000013843624],"category_scores_gemma":[0.000026067532,0.000103642946,0.000035550212,0.00026951442,0.00001014073,0.00017105925,0.0000012500008,0.00015318675,0.000009542331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006879906,0.000049505994,0.000039864986,0.00044766642,0.000022583159,0.000014081453,0.0010611641,0.17755353,0.80786395,0.002316655,0.00001715458,0.010545025],"study_design_scores_gemma":[0.0006015003,0.00006877239,0.011587857,0.00082390563,0.000014260142,5.3092464e-7,0.000006099467,0.86125845,0.12279856,0.000054332504,0.0026055388,0.0001802032],"about_ca_topic_score_codex":8.21383e-7,"about_ca_topic_score_gemma":0.0000049280816,"teacher_disagreement_score":0.6850654,"about_ca_system_score_codex":0.000047177404,"about_ca_system_score_gemma":0.000021163074,"threshold_uncertainty_score":0.42264366},"labels":[],"label_agreement":null},{"id":"W4400740383","doi":"10.1007/s12145-024-01409-0","title":"Qanat discharge prediction using a comparative analysis of machine learning methods","year":2024,"lang":"en","type":"article","venue":"Earth Science Informatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Artificial intelligence; Machine learning","score_opus":0.02838670111528325,"score_gpt":0.3237552780747112,"score_spread":0.295368576959428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400740383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36965358,0.00020101533,0.62578785,0.000003311704,0.00028344305,0.00006938557,0.000042305837,0.000100694204,0.0038584413],"genre_scores_gemma":[0.9595899,0.00006575381,0.040293656,0.000003885742,0.000009739413,0.0000014961378,0.00002436243,0.0000034789493,0.000007706015],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915326,0.000010751818,0.00035521152,0.000058736277,0.00025948885,0.00016257323],"domain_scores_gemma":[0.99967843,0.000083984334,0.000035124875,0.00008982146,0.000059480677,0.000053130978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063493795,0.00008131565,0.0001636622,0.00069424283,0.00009502279,0.0001069184,0.00009921438,0.000025657771,0.00003576982],"category_scores_gemma":[0.0000344516,0.000070083,0.00006112961,0.00258193,0.00010158982,0.0010214807,0.000015043949,0.00014069115,0.0000061745377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.010105e-7,0.000004476844,0.0021304681,0.00007442735,0.00012971905,1.4064497e-7,0.008109735,0.97750044,0.0063691926,0.0012603911,0.0000039076367,0.0044164304],"study_design_scores_gemma":[0.00003510521,0.000019497389,0.005806266,0.000042098753,0.00015657478,0.0000010323921,0.0002672516,0.9829721,0.00923844,0.000027454298,0.0013648606,0.00006930493],"about_ca_topic_score_codex":0.000013713015,"about_ca_topic_score_gemma":0.0000067811247,"teacher_disagreement_score":0.5899364,"about_ca_system_score_codex":0.00003081116,"about_ca_system_score_gemma":0.000040328243,"threshold_uncertainty_score":0.28579018},"labels":[],"label_agreement":null},{"id":"W4400768668","doi":"10.3390/en17143533","title":"Review of Various Sensor Technologies in Monitoring the Condition of Power Transformers","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Electrical engineering; Condition monitoring; Computer science; Engineering; Voltage","score_opus":0.007401744741673655,"score_gpt":0.23587899895514633,"score_spread":0.22847725421347267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400768668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68135506,0.30882156,0.0017246143,0.00045106304,0.0008721386,0.0002496189,0.000042155625,0.00038424393,0.006099529],"genre_scores_gemma":[0.9005002,0.09937236,0.00008639293,0.000003878636,0.000006406381,0.00001393484,0.0000038134226,0.000008717041,0.000004295479],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995883,0.00000565642,0.00019863066,0.00005275689,0.00007389678,0.00008075802],"domain_scores_gemma":[0.99981284,0.000082495135,0.0000107052365,0.00007325055,0.000016078178,0.0000046016007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008982666,0.0000640839,0.000113402726,0.00008846715,0.000008440174,0.0000059810336,0.000057941623,0.000038748087,0.000009650926],"category_scores_gemma":[0.000020013842,0.000046413094,0.000042256983,0.00022844829,0.00003907919,0.000087761975,0.0000033657316,0.00008049933,0.0000014131084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025952424,0.00013230124,0.0035685524,0.06272436,0.0006174113,0.000039060473,0.008746945,0.27132785,0.30347782,0.053761847,0.0037344312,0.29184344],"study_design_scores_gemma":[0.00033375024,0.00013015847,0.011271308,0.032557465,0.00012162107,0.000010143411,0.0024457257,0.007124827,0.89774454,0.0025778126,0.045276836,0.00040582684],"about_ca_topic_score_codex":0.000015132702,"about_ca_topic_score_gemma":0.0000025754732,"teacher_disagreement_score":0.5942667,"about_ca_system_score_codex":0.000018094192,"about_ca_system_score_gemma":0.000008762324,"threshold_uncertainty_score":0.1892671},"labels":[],"label_agreement":null},{"id":"W4400950185","doi":"10.1103/physreve.110.014212","title":"Newton-Krylov continuation of amplitude-modulated rotating waves in sheared annular electroconvection","year":2024,"lang":"en","type":"article","venue":"Physical review. E","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Discretization; Physics; Mechanics; Amplitude; Rotational symmetry; Compressibility; Classical mechanics; Flow (mathematics); Mathematical analysis; Mathematics; Optics","score_opus":0.008322305967146719,"score_gpt":0.28443188372889433,"score_spread":0.2761095777617476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400950185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96998125,0.015041205,0.013205883,0.00015817779,0.00016942142,0.00045156936,0.0000074260715,0.00014762954,0.0008374616],"genre_scores_gemma":[0.9946385,0.005084826,0.000089993446,0.000019423798,0.00006314586,0.000034762223,0.000043534343,0.000020474532,0.000005324531],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927735,0.000022262413,0.00028478686,0.00013719648,0.00012839767,0.00014998787],"domain_scores_gemma":[0.9997282,0.00009119041,0.000020882377,0.00009124346,0.000039344442,0.00002912336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012538818,0.00010642229,0.00023170991,0.000065714885,0.000011490597,0.00002016639,0.000044925244,0.00002650501,0.00001204143],"category_scores_gemma":[0.000067354515,0.00010214797,0.00007771296,0.0004110009,0.000010398213,0.00018769452,0.0000044890835,0.0001365577,0.000021831367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014965386,0.000251439,0.0031768912,0.009650658,0.00017743617,0.000011199973,0.0014926812,0.013134597,0.6368861,0.017325733,0.0009111938,0.31696707],"study_design_scores_gemma":[0.00024197345,0.000092688206,0.053339444,0.004009501,0.00007351485,0.0000019219633,0.0000055559376,0.9007879,0.031238107,0.005910605,0.0040473854,0.00025141562],"about_ca_topic_score_codex":0.000015614767,"about_ca_topic_score_gemma":0.0000047347644,"teacher_disagreement_score":0.8876533,"about_ca_system_score_codex":0.00003993752,"about_ca_system_score_gemma":0.000012031593,"threshold_uncertainty_score":0.41654733},"labels":[],"label_agreement":null},{"id":"W4401326743","doi":"10.1109/access.2024.3439248","title":"Enhancing Transformer Health Index Prediction Using Dissolved Gas Analysis Data Through Integration of LightGBM and Robust EM Algorithms","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Research Council","keywords":"Missing data; Computer science; Imputation (statistics); Data mining; Boosting (machine learning); Dissolved gas analysis; Computation; Expectation–maximization algorithm; Maximization; Data modeling; Transformer; Algorithm; Artificial intelligence; Machine learning; Statistics; Maximum likelihood; Engineering; Mathematics; Mathematical optimization; Transformer oil","score_opus":0.06293758002059877,"score_gpt":0.32697993912866596,"score_spread":0.26404235910806717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401326743","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2897187,0.0010709356,0.70819837,0.000035609573,0.0004659141,0.00013681012,0.00021687442,0.00009086022,0.00006591383],"genre_scores_gemma":[0.99572295,0.0017824866,0.0019754043,0.000014674619,0.00010709627,0.000006002018,0.00036487047,0.00002418728,0.0000023369253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989782,0.00001518178,0.00040570632,0.00024662726,0.00017803877,0.00017622783],"domain_scores_gemma":[0.99959826,0.000051341598,0.000035367644,0.00022847453,0.00003725593,0.000049283186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020713531,0.00013838068,0.00023317113,0.00023194085,0.00006314499,0.00016952092,0.00016502355,0.00007353467,0.000014468665],"category_scores_gemma":[0.0000076032543,0.00012782947,0.00004974383,0.00078442995,0.000018924728,0.0017362755,0.000010464141,0.0001391051,5.750729e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003218869,0.0001175105,0.0067004464,0.0019931279,0.0022541452,0.0000068836225,0.014795406,0.78509057,0.060198437,0.00027507462,0.0004389648,0.12809725],"study_design_scores_gemma":[0.000118251664,0.000022879221,0.0074461387,0.00025698074,0.0002936553,0.0000018430862,0.000110039255,0.9664271,0.024974056,0.00012816132,0.00010468762,0.000116193165],"about_ca_topic_score_codex":0.00062378653,"about_ca_topic_score_gemma":0.0012329385,"teacher_disagreement_score":0.706223,"about_ca_system_score_codex":0.000069025235,"about_ca_system_score_gemma":0.000037553174,"threshold_uncertainty_score":0.52127343},"labels":[],"label_agreement":null},{"id":"W4401331751","doi":"10.1109/speedam61530.2024.10609087","title":"Optimization and Performance of Transformer Temperature Under Harmonic Conditions with Various Windings","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University; York University","funders":"","keywords":"Electromagnetic coil; Transformer; Harmonic analysis; Electrical engineering; Transformer effect; Energy efficient transformer; Computer science; Materials science; Electronic engineering; Distribution transformer; Voltage; Engineering","score_opus":0.0045740562491001745,"score_gpt":0.1901849485601727,"score_spread":0.18561089231107253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401331751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9159871,0.0005122736,0.07754311,0.00010002894,0.0001066305,0.00013810582,0.000028191513,0.00016197152,0.0054226313],"genre_scores_gemma":[0.9979891,0.0009244229,0.00091279956,0.000021088059,0.000010834703,0.000008086249,0.000046683308,0.000018036308,0.000068907306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966943,0.0000016455031,0.0000975821,0.00007632458,0.00006667357,0.0000883694],"domain_scores_gemma":[0.9998887,0.000019296454,0.0000040323685,0.000040905976,0.000019735518,0.000027301403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025081212,0.00007830694,0.000068492634,0.00007645609,0.000031669468,0.000037178837,0.000020850724,0.0000468692,0.00009810498],"category_scores_gemma":[5.079875e-7,0.000061018145,0.000013608952,0.00015936978,0.00002571776,0.00027679393,8.340544e-7,0.00008027968,0.000002097435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012482731,0.000021840675,0.00083767506,0.0005782709,0.00015342374,0.0000021434735,0.0008130883,0.95879394,0.02644813,0.010997313,0.00033079827,0.0010108729],"study_design_scores_gemma":[0.00037057127,0.00019924373,0.012111585,0.00026389796,0.000088850415,0.000025653291,0.00006210232,0.9442282,0.041782625,0.000116324016,0.0005307171,0.00022022896],"about_ca_topic_score_codex":0.000004079853,"about_ca_topic_score_gemma":0.000004264195,"teacher_disagreement_score":0.08200208,"about_ca_system_score_codex":0.000015833495,"about_ca_system_score_gemma":0.000015253172,"threshold_uncertainty_score":0.24882478},"labels":[],"label_agreement":null},{"id":"W4401360884","doi":"10.1109/iccsc62074.2024.10617006","title":"Enhancing Electrical Transformer Fault Prediction with Deep Learning: A Focus on ANN-Based Classification","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Computer science; Transformer; Artificial intelligence; Deep learning; Machine learning; Artificial neural network; Fault (geology); Engineering; Electrical engineering; Geology; Voltage; Seismology","score_opus":0.0076756130873773705,"score_gpt":0.20960521151778105,"score_spread":0.20192959843040367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401360884","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0393771,0.0002425124,0.93250394,0.00024075065,0.00018520936,0.00023700374,0.000005584814,0.0010358768,0.026172],"genre_scores_gemma":[0.9991513,0.000110899295,0.0004209221,0.000025275785,0.00007165275,0.000054780558,0.000058282818,0.00004171358,0.00006519001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991857,0.000011914414,0.00018639425,0.00019176635,0.00020652772,0.00021774156],"domain_scores_gemma":[0.9997141,0.00010516762,0.0000075553316,0.000078841804,0.000030205147,0.00006412739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008465416,0.00014452655,0.00009470215,0.0001786091,0.00005938253,0.000083040584,0.000040884224,0.000093892566,0.00006676518],"category_scores_gemma":[0.000010742532,0.000116028095,0.00004598247,0.00036257048,0.000012228268,0.00018451386,4.4138858e-7,0.00028409707,0.00006649128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001820099,0.00019627473,0.0016516551,0.00039116654,0.00023139839,0.00002120275,0.0012173732,0.4701655,0.15930311,0.014598591,0.0005888329,0.3514529],"study_design_scores_gemma":[0.0002662333,0.0003675405,0.0047522727,0.000091006215,0.000036519337,0.0000027073756,0.000021471198,0.93036664,0.058382697,0.00010280175,0.005458584,0.00015152889],"about_ca_topic_score_codex":0.000008493214,"about_ca_topic_score_gemma":0.000035518624,"teacher_disagreement_score":0.9597742,"about_ca_system_score_codex":0.000117748845,"about_ca_system_score_gemma":0.000027556896,"threshold_uncertainty_score":0.47314885},"labels":[],"label_agreement":null},{"id":"W4401746895","doi":"10.1109/tdei.2024.3448401","title":"Machine-Learning Supported Localization of Partial Discharges in Real-Size Transformer Winding Using Noninvasive Capacitively- Coupled Pulse Injection","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Transformer; Materials science; Pulse (music); Partial discharge; Electrical engineering; Electronic engineering; Optoelectronics; Engineering; Voltage","score_opus":0.015488246594172606,"score_gpt":0.24411770343736675,"score_spread":0.22862945684319413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401746895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40897432,0.00035701378,0.5899337,0.000014182182,0.00020891703,0.00024185012,0.000020115405,0.00012310183,0.00012680943],"genre_scores_gemma":[0.9953986,0.004313057,0.00011054822,0.000010098854,0.00003737643,0.000027544647,0.000039311413,0.00005086609,0.00001262771],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985131,0.000054253967,0.0005333654,0.00028830126,0.000259265,0.00035169572],"domain_scores_gemma":[0.9994046,0.0003182229,0.000046677407,0.000071372204,0.00007568182,0.000083445215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020919503,0.00024180645,0.00026866427,0.0007114449,0.00015474315,0.00006851241,0.00004417501,0.00027730654,0.00003123243],"category_scores_gemma":[0.000026938358,0.0002521315,0.00008884946,0.0015365134,0.000033996348,0.00042824596,3.6883011e-7,0.0006273132,0.0000019147749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013281594,0.00017221963,0.0022480462,0.00020456927,0.00012566302,0.000010631525,0.001417372,0.83118725,0.12403374,0.00089703227,0.000001694248,0.03956898],"study_design_scores_gemma":[0.00046082665,0.00029175964,0.00258177,0.00010978077,0.00009259671,0.000014362614,0.000017177963,0.9254775,0.07037772,0.0002884125,0.00004467785,0.00024340868],"about_ca_topic_score_codex":0.00034117608,"about_ca_topic_score_gemma":0.00005173081,"teacher_disagreement_score":0.5898231,"about_ca_system_score_codex":0.00025745516,"about_ca_system_score_gemma":0.000057653644,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W4401879973","doi":"10.1109/mei.2024.10646178","title":"Next-Generation Ester Dielectric Liquids: Some Key Findings and Perspectives","year":2024,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dielectric; Materials science; Key (lock); Process engineering; Optoelectronics; Computer science; Engineering","score_opus":0.02758319954403122,"score_gpt":0.2410013870282471,"score_spread":0.2134181874842159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401879973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359767,0.014302363,0.045659058,0.00054403284,0.0007564409,0.00031183276,0.000010811924,0.0006628391,0.0017759602],"genre_scores_gemma":[0.9960009,0.0027436537,0.0002704845,0.000070906484,0.00059718115,0.00002732665,0.000045628414,0.00004808749,0.00019583551],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889964,0.000021300493,0.00028713446,0.0002951711,0.00020225624,0.00029452593],"domain_scores_gemma":[0.9996084,0.00012045693,0.00001277808,0.00010419493,0.00005987861,0.0000943025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011467919,0.0002045255,0.00016233513,0.0003914879,0.00008270624,0.00027526886,0.000057960435,0.00013704006,0.000041386542],"category_scores_gemma":[0.000048050853,0.00020044098,0.000054706165,0.0007407129,0.000025709069,0.0008915568,0.000005300223,0.00026060423,0.00011766675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027714423,0.000087274835,0.00033612462,0.00012932174,0.00013275759,0.000018732082,0.0015149501,0.008850209,0.88792473,0.046629664,0.0045471964,0.04980133],"study_design_scores_gemma":[0.00026367942,0.00016713924,0.014942786,0.000030917527,0.00004555199,0.000013765901,0.000003949352,0.96401614,0.011580598,0.001526456,0.0071040955,0.00030493847],"about_ca_topic_score_codex":0.0000030740196,"about_ca_topic_score_gemma":0.0000020874318,"teacher_disagreement_score":0.9551659,"about_ca_system_score_codex":0.00015721159,"about_ca_system_score_gemma":0.000024720428,"threshold_uncertainty_score":0.8173746},"labels":[],"label_agreement":null},{"id":"W4402664724","doi":"10.3390/polym16182655","title":"The Catalytic Effect of Low Molecular Weight Acids on the Physicochemical and Dielectric Properties of Oil-Paper Insulation Systems","year":2024,"lang":"en","type":"article","venue":"Polymers","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Electrification; Transformer; Electricity; Degradation (telecommunications); Materials science; Environmental science; Chemical engineering; Chemistry; Electrical engineering; Engineering","score_opus":0.003646555505208334,"score_gpt":0.17838097896857658,"score_spread":0.17473442346336823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402664724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799726,0.018253505,0.00011243045,0.00009251452,0.00018974244,0.000107394,0.0000046168266,0.00002954962,0.0012376623],"genre_scores_gemma":[0.9994442,0.0004720026,4.4868256e-7,0.0000052922705,0.000022443706,0.000023104318,0.0000033492813,0.0000149816515,0.00001418113],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995633,0.000019201958,0.0001280545,0.00006942065,0.00012126028,0.000098756456],"domain_scores_gemma":[0.99967533,0.00018125682,0.000012989677,0.00010426753,0.000010257613,0.000015909161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083729894,0.000085268664,0.00009519731,0.000036610014,0.000028059167,0.00002401865,0.000055410193,0.000031809308,0.000001074579],"category_scores_gemma":[0.000022629874,0.000044161447,0.000038028276,0.00015285233,0.000050956285,0.00005031837,0.000005098422,0.00007241187,0.0000019443198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001903026,0.0000073775486,0.000052089257,0.00068292825,0.00010774239,5.4847675e-7,0.0002947903,0.00119466,0.98305684,0.0036478215,0.000016212567,0.010919959],"study_design_scores_gemma":[0.00009194899,0.000057587727,0.00033903032,0.00028762277,0.00004371124,9.091181e-7,0.000009895109,0.10618496,0.8927761,0.00001886294,0.00012973507,0.000059682137],"about_ca_topic_score_codex":0.000022449056,"about_ca_topic_score_gemma":2.6168297e-7,"teacher_disagreement_score":0.104990296,"about_ca_system_score_codex":0.000017348719,"about_ca_system_score_gemma":0.000007850846,"threshold_uncertainty_score":0.18008515},"labels":[],"label_agreement":null},{"id":"W4402739137","doi":"10.1016/j.polymertesting.2024.108592","title":"Advancing thermal stability in natural ester oil-paper insulation systems via precision nanostructuring with parylene films: Experimental and molecular-level comprehensive assessment","year":2024,"lang":"en","type":"article","venue":"Polymer Testing","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Graduate Scientific Research and Innovation Foundation of Chongqing; China Southern Power Grid; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Materials science; Thermal stability; Parylene; Nanotechnology; Natural (archaeology); Thermal; Chemical engineering; Composite material; Polymer science; Polymer; Thermodynamics; Engineering","score_opus":0.013622469887333875,"score_gpt":0.24263251439795142,"score_spread":0.22901004451061754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402739137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829139,0.010399554,0.0054002157,0.000014087278,0.00044643873,0.00019275947,0.00001228696,0.00017319938,0.0004475436],"genre_scores_gemma":[0.9966354,0.000011412518,0.0031874229,0.000017922688,0.000035679386,0.000040130806,0.000023455677,0.000046540637,0.0000020811474],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887526,0.000035214765,0.00031115935,0.00028488837,0.00021404648,0.0002794323],"domain_scores_gemma":[0.9994836,0.0002686461,0.00002787793,0.00012603702,0.000035011097,0.000058817062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009224706,0.00021992536,0.00018042314,0.000111190035,0.00006203556,0.00012858943,0.000053081076,0.00005721845,0.000009038787],"category_scores_gemma":[0.000015306563,0.00019315782,0.000021848713,0.00020418469,0.00002635063,0.00056122005,0.000029420571,0.0002235558,9.696548e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009761337,0.000015898575,0.0115224095,0.00022672242,0.000026579262,0.00002253714,0.000649164,0.02160602,0.9526494,0.000049924525,4.9930804e-7,0.013221044],"study_design_scores_gemma":[0.00038945532,0.000053832442,0.16728254,0.00073835347,0.000016773425,0.00003336089,0.00021112233,0.6416906,0.18929522,0.000013257623,0.00000762784,0.00026786615],"about_ca_topic_score_codex":0.00019099003,"about_ca_topic_score_gemma":0.000007725458,"teacher_disagreement_score":0.76335424,"about_ca_system_score_codex":0.00012676661,"about_ca_system_score_gemma":0.000026854166,"threshold_uncertainty_score":0.78767467},"labels":[],"label_agreement":null},{"id":"W4402803369","doi":"10.28924/2291-8639-22-2024-158","title":"Theoretical and Numerical Study of Electrohydrodynamic Flow in a Planar, Cylindrical, and Spherical Conduit","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electrohydrodynamics; Electrical conduit; Planar; Mathematics; Flow (mathematics); Mechanics; Geometry; Physics; Mechanical engineering; Engineering; Computer science","score_opus":0.003795329180094729,"score_gpt":0.24798056293355128,"score_spread":0.24418523375345655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402803369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7774895,0.0008998107,0.22106993,0.00022200719,0.000031751868,0.000076659904,0.000012165077,0.0000075787575,0.0001906386],"genre_scores_gemma":[0.9986684,0.00066693587,0.0005956848,0.000010753631,0.00003777469,0.0000076293145,0.000006100305,0.0000055181713,0.0000012247543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934846,0.000013076206,0.00032798736,0.00009148658,0.00015857558,0.000060409347],"domain_scores_gemma":[0.9996816,0.00014079391,0.000031474065,0.00004071253,0.0000551982,0.00005021276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011542113,0.000064430744,0.00017883458,0.0002731768,0.000012838211,0.00005101932,0.00006653174,0.00002956771,0.00002232271],"category_scores_gemma":[0.000008790734,0.000053747724,0.000042385607,0.0003336929,0.000047692385,0.00007441917,0.000009248865,0.00012520667,3.2815382e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024195247,0.0028307461,0.16935095,0.00019868239,0.014908597,0.0002004113,0.006778247,0.13204104,0.024235968,0.36948627,0.0002021972,0.27952492],"study_design_scores_gemma":[0.00040283927,0.00014289412,0.057484232,0.00002641416,0.00044645643,0.00003917086,0.0001493152,0.93523747,0.00010352661,0.005358621,0.00051958516,0.00008950637],"about_ca_topic_score_codex":0.00002131024,"about_ca_topic_score_gemma":0.000014962498,"teacher_disagreement_score":0.80319643,"about_ca_system_score_codex":0.000020737652,"about_ca_system_score_gemma":0.000009869558,"threshold_uncertainty_score":0.21917686},"labels":[],"label_agreement":null},{"id":"W4403390396","doi":"10.1109/access.2024.3480789","title":"A Comprehensive Review on Artificial Intelligence-Based Applications for Transformer Thermal Modeling: Background and Perspectives","year":2024,"lang":"en","type":"review","venue":"IEEE Access","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Computer science; Transformer; Artificial intelligence; Engineering; Electrical engineering; Voltage","score_opus":0.2404646927210567,"score_gpt":0.40101633124308833,"score_spread":0.16055163852203164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403390396","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032655823,0.7796176,0.21701732,0.000049326845,0.0002387719,0.0023537811,0.00024031181,0.00010268833,0.00037689903],"genre_scores_gemma":[0.0009196812,0.9963663,0.0001367429,0.000066091365,0.00025429585,0.001988309,0.00016883315,0.00009595561,0.0000037487061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987358,0.000018329953,0.000519953,0.0003705988,0.00013171033,0.00022360033],"domain_scores_gemma":[0.99938005,0.00020429713,0.000041570478,0.00021473318,0.000090374866,0.00006894714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008174189,0.00039692552,0.00078805024,0.0001817807,0.00007430072,0.00016946367,0.00024834645,0.00016669302,0.000016974536],"category_scores_gemma":[0.0000042037054,0.0003204609,0.00032784854,0.00029593968,0.000040904175,0.0001439278,0.0000047209573,0.00029484998,0.000036432786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036665301,0.000035822446,1.22689645e-8,0.12646146,0.00015829955,7.387687e-7,0.000056036697,0.0072398456,0.0000011338994,0.0015066545,0.00013506348,0.8644013],"study_design_scores_gemma":[0.000049177586,0.00005103691,1.3403424e-7,0.028329246,0.0017362294,0.0000025723073,0.000026970964,0.09820795,0.000014851778,0.0010278117,0.8700169,0.0005371483],"about_ca_topic_score_codex":0.0000046374075,"about_ca_topic_score_gemma":0.0000029579924,"teacher_disagreement_score":0.8698818,"about_ca_system_score_codex":0.00009736032,"about_ca_system_score_gemma":0.000081364684,"threshold_uncertainty_score":0.9999247},"labels":[],"label_agreement":null},{"id":"W4403479225","doi":"10.3390/applmech5040039","title":"Strengthening Transformer Tank Structural Integrity through Economic Stiffener Design Configurations Using Computational Analysis","year":2024,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Transformer; Structural integrity; Structural engineering; Computer science; Engineering; Electrical engineering; Voltage","score_opus":0.02826705535377467,"score_gpt":0.25895588443058276,"score_spread":0.2306888290768081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403479225","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042983886,0.00017138581,0.95481604,0.000027069036,0.00045866327,0.00022069823,0.0001467668,0.0002608976,0.0009146107],"genre_scores_gemma":[0.9605744,0.00005193304,0.038948767,0.000026028485,0.000073643685,0.000020306627,0.00026575418,0.000036339414,0.0000028248087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990754,0.000010903688,0.00033432007,0.00022466821,0.00013305807,0.00022165269],"domain_scores_gemma":[0.99964195,0.00015401735,0.000020231913,0.00010854662,0.000023656463,0.0000516156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011557375,0.00019636264,0.00021066517,0.00016536088,0.00011025129,0.00013236112,0.00007598594,0.00011101782,0.00022085245],"category_scores_gemma":[0.0000028085533,0.00019759191,0.00011481579,0.00033380484,0.000013339888,0.00024279617,0.000003930599,0.00024128114,0.000026163272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034260563,0.0000030133626,0.0000014020907,0.000023138296,0.00042862378,0.0000010944949,0.00043802985,0.783096,0.0063035623,0.20756987,0.000036712543,0.002095125],"study_design_scores_gemma":[0.00014394411,0.000009259349,0.00003523792,0.0000144776095,0.0004597597,0.000003350307,0.000070432165,0.9492009,0.0064433194,0.042989496,0.00040787784,0.00022193852],"about_ca_topic_score_codex":0.000027887869,"about_ca_topic_score_gemma":0.00002252534,"teacher_disagreement_score":0.9175905,"about_ca_system_score_codex":0.00018004609,"about_ca_system_score_gemma":0.00006723983,"threshold_uncertainty_score":0.80575645},"labels":[],"label_agreement":null},{"id":"W4403807625","doi":"10.1016/j.measurement.2024.116089","title":"Assessing the lightning performance of sustainable GTL type dielectric liquids versus mineral oils and synthetic ester in a non-uniform electric field","year":2024,"lang":"en","type":"article","venue":"Measurement","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Narodowa Agencja Wymiany Akademickiej","keywords":"Lightning (connector); Electric field; Dielectric; Petroleum engineering; Mineral oil; Liquid dielectric; Field (mathematics); Materials science; Environmental science; Aerospace engineering; Engineering; Electrical engineering; Physics; Metallurgy; Mathematics","score_opus":0.016540099576088235,"score_gpt":0.23911675454983455,"score_spread":0.22257665497374632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403807625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894111,0.0027078227,0.0021516085,0.00009970728,0.00026959693,0.00016586357,1.3400806e-7,0.00003194474,0.0051621823],"genre_scores_gemma":[0.9994659,0.0003845225,0.0000585264,0.000010984248,0.000031053634,0.000017442972,6.638715e-7,0.00001377355,0.000017158301],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992856,0.000009744571,0.00017261022,0.0000976039,0.00019718528,0.00023730371],"domain_scores_gemma":[0.99973756,0.00008108872,0.000011192094,0.00008872268,0.00005885863,0.000022563125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039459098,0.00009630587,0.0000986044,0.00015823185,0.0000413503,0.00008463982,0.00005875537,0.000040642724,0.0000056174704],"category_scores_gemma":[0.000051700674,0.00007314766,0.000020709092,0.00044601888,0.0000058083124,0.00021498826,0.00000858219,0.00014610915,0.0000018754762],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046310766,0.0002590653,0.010644526,0.006680391,0.00054657174,0.00010343311,0.008827502,0.056258883,0.7114066,0.004531848,0.001025119,0.19925295],"study_design_scores_gemma":[0.0006166782,0.00073920423,0.018898465,0.00065180013,0.00008846405,0.000005148357,0.00017493275,0.7927115,0.18371429,0.000053540985,0.0020636243,0.0002823506],"about_ca_topic_score_codex":0.000030377605,"about_ca_topic_score_gemma":0.000010988964,"teacher_disagreement_score":0.73645264,"about_ca_system_score_codex":0.00014431943,"about_ca_system_score_gemma":0.0000429335,"threshold_uncertainty_score":0.2982875},"labels":[],"label_agreement":null},{"id":"W4403875170","doi":"10.3390/engproc2024076057","title":"Computational Analysis of Different Stiffener Designs for Power Transformer Tank Walls","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Transformer; Computer science; Structural engineering; Power (physics); Engineering; Electrical engineering; Voltage; Physics","score_opus":0.016682479876501587,"score_gpt":0.24716047672474425,"score_spread":0.23047799684824266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403875170","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1304998,0.00021197236,0.86555487,0.00006688332,0.0002200091,0.00016970959,0.00017860165,0.000110753244,0.0029873953],"genre_scores_gemma":[0.9978221,0.00004475913,0.0017720385,0.000021055863,0.000013027141,0.000025480691,0.00020990778,0.000019066743,0.000072529314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993932,0.0000037944078,0.00023362097,0.00010955048,0.00012761465,0.0001322244],"domain_scores_gemma":[0.9996368,0.00021677451,0.000006241531,0.000059186794,0.0000407804,0.000040177387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051828116,0.00010640852,0.00018161928,0.00027175853,0.000016841857,0.000027824053,0.000047674872,0.0000459403,0.00039951954],"category_scores_gemma":[0.0000036718484,0.00008463469,0.00019876202,0.0003300133,0.000012914899,0.000086140724,0.000001125267,0.0000403302,0.0000047916847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015302763,0.00008596673,0.00063151954,0.00025442863,0.0037634058,0.0000011722321,0.0008171141,0.9076879,0.012934064,0.06258642,0.0018083481,0.009414348],"study_design_scores_gemma":[0.00016944297,0.00004499142,0.017119719,0.000022727267,0.0006492109,2.255701e-7,0.000012589784,0.97196215,0.006166932,0.002024632,0.0016936017,0.00013376102],"about_ca_topic_score_codex":0.00000427005,"about_ca_topic_score_gemma":0.000014390927,"teacher_disagreement_score":0.8673223,"about_ca_system_score_codex":0.00003065849,"about_ca_system_score_gemma":0.0000101173755,"threshold_uncertainty_score":0.43744588},"labels":[],"label_agreement":null},{"id":"W4404245572","doi":"10.7202/1113067ar","title":"Comment faire des recherches sur la réalité pour la transformer1","year":2022,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.3045191592676351,"score_gpt":0.42946040982576966,"score_spread":0.12494125055813454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404245572","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14267689,0.055544224,0.03914687,0.51664686,0.0074804663,0.0013842146,0.0016262364,0.0011511523,0.2343431],"genre_scores_gemma":[0.9633299,0.02800818,0.003752047,0.0012828301,0.00013856476,0.0002745643,0.0002238717,0.00011165371,0.002878401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967396,0.0015001531,0.0004719247,0.00033867813,0.000273266,0.0006763454],"domain_scores_gemma":[0.99559283,0.0039139455,0.00006926146,0.00023597205,0.00006366287,0.00012435118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026697114,0.0003791664,0.00041872362,0.000063151594,0.00045518516,0.000071611816,0.00034466785,0.0005035595,0.0021425565],"category_scores_gemma":[0.00031466412,0.000434719,0.00037593686,0.00019081455,0.00035876065,0.0002949591,0.00008886281,0.001617469,0.000055031465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009493936,0.0017043457,0.009252122,0.0015167121,0.0016734762,0.00015336502,0.052755117,0.051610533,0.002451316,0.39699417,0.11365213,0.36814177],"study_design_scores_gemma":[0.0021581952,0.0003111535,0.015138806,0.00018891746,0.0002621967,0.0000326655,0.009538978,0.005835452,0.0010283731,0.35767287,0.6068259,0.0010064889],"about_ca_topic_score_codex":0.00043646214,"about_ca_topic_score_gemma":0.000015971402,"teacher_disagreement_score":0.820653,"about_ca_system_score_codex":0.001180902,"about_ca_system_score_gemma":0.00034778094,"threshold_uncertainty_score":0.99981046},"labels":[],"label_agreement":null},{"id":"W4405002996","doi":"10.37394/232025.2024.6.23","title":"Power Transformer Faults: Analysis, Classification and Protection","year":2024,"lang":"en","type":"article","venue":"Engineering World","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Inrush current; Wavelet transform; Transformer; Differential protection; Wavelet; Discrete wavelet transform; Fast Fourier transform; Computer science; Fuzzy logic; Electronic engineering; Engineering; Control theory (sociology); Algorithm; Reliability engineering; Electrical engineering; Artificial intelligence","score_opus":0.007959795099512812,"score_gpt":0.20310042216895727,"score_spread":0.19514062706944446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405002996","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14941396,0.0030813222,0.83897084,0.00023443453,0.0009433964,0.00030810005,0.00002580123,0.0014240472,0.0055981195],"genre_scores_gemma":[0.9991765,0.00015594621,0.00037027305,0.0000057107645,0.00005105246,0.000045715293,0.000021075066,0.00003098536,0.00014276001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994488,0.0000028133436,0.00015826941,0.0001451419,0.0000929974,0.00015199787],"domain_scores_gemma":[0.99982226,0.000022558996,0.000004354534,0.00008756248,0.0000113969,0.0000518716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007666574,0.00012428529,0.00010605522,0.00050413015,0.00002366774,0.0000643727,0.000034081964,0.0000441516,0.00005392228],"category_scores_gemma":[0.0000054204593,0.00012538694,0.00006019557,0.0009397882,0.0000075687917,0.00021289552,0.0000014986058,0.00015951574,0.000020945397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011293912,0.00004077316,0.0012477831,0.00096110755,0.0019815096,0.000014668789,0.0021292984,0.7826224,0.15047233,0.026170433,0.0007949649,0.033553418],"study_design_scores_gemma":[0.00006800758,0.0000111050895,0.058632016,0.000061309984,0.00011936787,0.0000021400276,0.000008629145,0.88932955,0.0018031449,0.000045973222,0.049740423,0.00017831186],"about_ca_topic_score_codex":0.000004451145,"about_ca_topic_score_gemma":0.000010634273,"teacher_disagreement_score":0.8497625,"about_ca_system_score_codex":0.000050436127,"about_ca_system_score_gemma":0.000004504373,"threshold_uncertainty_score":0.5113131},"labels":[],"label_agreement":null},{"id":"W4405137641","doi":"10.1049/nde2.12093","title":"Thermal analysis of mineral oil‐based nanofluids of distribution transformers exposed to simultaneous current and voltage harmonics","year":2024,"lang":"en","type":"article","venue":"IET Nanodielectrics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computational fluid dynamics; Materials science; Thermography; Harmonics; Transformer oil; Thermal; Voltage; Nanofluid; Mechanics; Transformer; Thermal conductivity; Nuclear engineering; Composite material; Electrical engineering; Engineering; Optics; Thermodynamics; Physics","score_opus":0.00928207696597995,"score_gpt":0.22856236456475781,"score_spread":0.21928028759877785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405137641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79858017,0.005680273,0.19457495,0.000027285485,0.00025569787,0.00011078362,0.0005659618,0.00007994571,0.00012493167],"genre_scores_gemma":[0.99757236,0.0020008236,0.000079040095,0.000008275512,0.000016609732,0.000009768948,0.00028383118,0.000020867783,0.000008433105],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989811,0.000010171898,0.00037400986,0.00017068797,0.00022435655,0.00023967902],"domain_scores_gemma":[0.99943787,0.0002653732,0.000022541457,0.00010310545,0.000088434266,0.00008266263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014537675,0.00016465086,0.0002873178,0.00038398715,0.000024564926,0.000024923585,0.00007594041,0.000083379055,0.00001110365],"category_scores_gemma":[0.000047353606,0.0001599216,0.00014996868,0.0017424905,0.000024547187,0.000079108955,0.0000032356645,0.00011485342,0.000001360556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053888834,0.00009499296,0.0003421173,0.0005653017,0.00050137995,0.0000072868966,0.000686917,0.17600366,0.6164285,0.00028283274,0.00027197017,0.20476118],"study_design_scores_gemma":[0.00021897144,0.00014941029,0.00058830134,0.00006224059,0.00058213784,2.9174768e-7,0.0000066856173,0.8137001,0.17974523,0.0000073181122,0.004770937,0.00016839466],"about_ca_topic_score_codex":0.000013179833,"about_ca_topic_score_gemma":0.000012181613,"teacher_disagreement_score":0.63769644,"about_ca_system_score_codex":0.00007657717,"about_ca_system_score_gemma":0.000043069555,"threshold_uncertainty_score":0.6521414},"labels":[],"label_agreement":null},{"id":"W4405374406","doi":"10.3390/s24247960","title":"On the Feasibility of Detecting Faults and Irregularities in On-Load Tap Changers (OLTCs) by Vibroacoustic Signal Analysis","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Transformer; Robustness (evolution); Reliability engineering; Computer science; Engineering; Voltage; Electronic engineering; Electrical engineering","score_opus":0.015023141417520116,"score_gpt":0.23256459156771692,"score_spread":0.2175414501501968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405374406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975421,0.00040606988,0.0006669144,0.00006034496,0.00008597345,0.00014183199,0.000062899395,0.000050272592,0.0009835922],"genre_scores_gemma":[0.9998468,0.00006542431,0.000017009723,0.000014851619,0.000013302777,0.000008006974,0.00000627827,0.00001198698,0.000016303951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939877,0.000023618359,0.00015097923,0.00013930541,0.00015336435,0.00013393888],"domain_scores_gemma":[0.9993868,0.00045856944,0.000010672613,0.00010364393,0.000015019361,0.000025287973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019934251,0.0000983124,0.00012971443,0.00014398855,0.000028123084,0.000022908513,0.00003862884,0.00004855439,0.000024479046],"category_scores_gemma":[0.000058938458,0.00007703159,0.0000537026,0.00038109554,0.000035687746,0.000033600336,0.000004244064,0.00013648893,0.0000025968536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007423636,0.000113352755,0.0060139415,0.00068783836,0.0007985717,0.00002908739,0.0068445876,0.93017495,0.03909412,0.001643385,0.000318202,0.014207706],"study_design_scores_gemma":[0.00015757684,0.00008477831,0.020732434,0.00016139976,0.00014918715,9.468646e-7,0.0004389185,0.9658204,0.011775201,0.00048400735,0.000041530166,0.00015367473],"about_ca_topic_score_codex":0.00007995051,"about_ca_topic_score_gemma":0.000099771954,"teacher_disagreement_score":0.035645373,"about_ca_system_score_codex":0.0000689375,"about_ca_system_score_gemma":0.000006758081,"threshold_uncertainty_score":0.31412572},"labels":[],"label_agreement":null},{"id":"W4405812117","doi":"10.1109/tia.2024.3522875","title":"Second Harmonic-Based Approach to Identify a GIC Flow in Power Transformers","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Energie NB Power (Canada); University of New Brunswick","funders":"","keywords":"Power flow; Electrical engineering; Transformer; Electronic engineering; Power system harmonics; Harmonic analysis; Computer science; Engineering; Total harmonic distortion; Voltage; Physics; Power (physics); Electric power system","score_opus":0.01754665453112175,"score_gpt":0.26262268412129347,"score_spread":0.24507602959017172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405812117","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025561405,0.00011502967,0.9571127,0.00029322578,0.00039279016,0.00097220845,0.00041938733,0.00046738316,0.014665861],"genre_scores_gemma":[0.99597377,0.00003054742,0.0013733888,0.00014933408,0.00003621192,0.0021726536,0.000037300513,0.00006545616,0.00016132447],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987241,0.000014612836,0.00036292095,0.00036491553,0.00019372652,0.00033973018],"domain_scores_gemma":[0.9994338,0.000086449756,0.000009218879,0.00026317313,0.00002792394,0.0001794099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012150676,0.00023954829,0.00016689883,0.0005448396,0.0001081442,0.000113247625,0.00016968054,0.00036200645,0.00043754777],"category_scores_gemma":[9.2793414e-7,0.00026997222,0.000119413766,0.0012796733,0.000033666318,0.00022984146,3.3291263e-7,0.0010030591,0.00026931404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014163395,0.00040308805,0.000009238125,0.00024223096,0.00009029475,0.000003430976,0.00057300314,0.9611617,0.010238578,0.00057733787,0.0011028928,0.025584083],"study_design_scores_gemma":[0.0012066661,0.00013248953,0.001681568,0.00037951424,0.00015167659,0.000019462903,0.00029848007,0.72434235,0.107405856,0.0004193412,0.16273795,0.0012246486],"about_ca_topic_score_codex":0.000008101499,"about_ca_topic_score_gemma":0.0000319048,"teacher_disagreement_score":0.9704124,"about_ca_system_score_codex":0.00021584405,"about_ca_system_score_gemma":0.00008081759,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W4406070617","doi":"10.1016/j.csite.2025.105746","title":"Influence of core window height on thermal characteristics of dry-type transformers","year":2025,"lang":"en","type":"article","venue":"Case Studies in Thermal Engineering","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Window (computing); Transformer; Materials science; Core (optical fiber); Thermal; Composite material; Electrical engineering; Thermodynamics; Computer science; Physics; Voltage; Engineering","score_opus":0.013787840646716005,"score_gpt":0.25112187381003076,"score_spread":0.23733403316331475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406070617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696803,0.00087022706,0.00049193215,0.000005026196,0.00042075542,0.00017168035,0.00002780843,0.00005071001,0.0009938226],"genre_scores_gemma":[0.9994173,0.0004060388,0.000102255886,0.000010954408,0.00002133711,0.000013132796,0.0000034114455,0.000021463284,0.00000409238],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99919474,0.0000053054746,0.00039324988,0.00010706241,0.000093123424,0.00020652224],"domain_scores_gemma":[0.9995812,0.00016618868,0.00002965574,0.00012424051,0.00007362739,0.00002508488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009904812,0.00017993846,0.00032880227,0.00019022585,0.00002183098,0.0000028450781,0.000082793726,0.000068188754,0.0000037462405],"category_scores_gemma":[0.000067870504,0.00017465347,0.000051815055,0.00032837802,0.0000648959,0.00008470354,0.000013287536,0.00016978233,0.0000010048078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004998538,0.00003413757,0.0042467355,0.0007940829,0.00022262288,0.00014002249,0.0013605803,0.92180604,0.06548782,0.0010394036,0.000002920299,0.0048156497],"study_design_scores_gemma":[0.002970075,0.00060882204,0.38780546,0.0041643907,0.00025420863,0.000045963865,0.0007507113,0.30342835,0.2983911,0.00007675857,0.00035398814,0.0011501688],"about_ca_topic_score_codex":0.000007505591,"about_ca_topic_score_gemma":0.0000023748532,"teacher_disagreement_score":0.6183777,"about_ca_system_score_codex":0.00006109617,"about_ca_system_score_gemma":0.0000130010385,"threshold_uncertainty_score":0.7122162},"labels":[],"label_agreement":null},{"id":"W4406409334","doi":"10.20944/preprints202501.1113.v1","title":"Power Transformer Prognostics and Health Management Using Machine Learning: A Review and Future Directions","year":2025,"lang":"en","type":"review","venue":"Preprints.org","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Prognostics; Transformer; Computer science; Reliability engineering; Engineering; Electrical engineering; Voltage","score_opus":0.07540159964540964,"score_gpt":0.35411977798208527,"score_spread":0.2787181783366756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406409334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016951051,0.9925689,0.0003738416,0.0001785682,0.00029691905,0.0017827387,0.000049957205,0.00016253628,0.004569579],"genre_scores_gemma":[0.000118079144,0.9991044,0.00023308683,0.00007343932,0.000045242912,0.00013432122,0.00009289248,0.000051142873,0.00014741186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861526,0.000058627164,0.00054729887,0.00038449917,0.00012232151,0.00027199226],"domain_scores_gemma":[0.9994813,0.000050263192,0.000082872575,0.0002380562,0.000028249387,0.00011926092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033345295,0.00037440791,0.0009493845,0.00019530817,0.00013901337,0.000019644314,0.00009951706,0.00014483146,0.00009245479],"category_scores_gemma":[0.000018471545,0.0003480574,0.00013884573,0.0003410079,0.00002543677,0.00008174326,0.00004198383,0.0005076167,0.000015915788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.7317335e-7,0.000045051493,0.001251554,0.23332332,0.00047486558,0.000004019112,0.00015962002,0.000016953383,3.5594277e-7,0.0003943419,0.000044103617,0.7642849],"study_design_scores_gemma":[0.000102297185,0.000012793537,0.0010626949,0.025469806,0.0010258977,0.000019453679,0.000005865139,0.00009675535,8.7099244e-7,0.000013251373,0.97191334,0.0002770001],"about_ca_topic_score_codex":0.000015475567,"about_ca_topic_score_gemma":0.000005977388,"teacher_disagreement_score":0.97186923,"about_ca_system_score_codex":0.00010952882,"about_ca_system_score_gemma":0.000052975687,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W4406624426","doi":"10.1007/s42835-025-02144-2","title":"A dissolved Gases Analysis Method for Power Transformer Faults Diagnosis Based on the Observation of Subsets of Labelled Fault Data","year":2025,"lang":"en","type":"article","venue":"Journal of Electrical Engineering and Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Fault (geology); Transformer; Reliability engineering; Computer science; Seismology; Geology; Engineering; Electrical engineering","score_opus":0.013467885777779296,"score_gpt":0.2593976779848815,"score_spread":0.2459297922071022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406624426","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30687588,0.00062462426,0.6912277,0.0009451324,0.00006539501,0.00015169503,0.0000526934,0.000028897257,0.000027995231],"genre_scores_gemma":[0.9898924,0.00041460144,0.009630046,0.000017836246,0.0000062426207,0.000014322343,0.000013096575,0.000009722825,0.000001732277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991682,0.000011096897,0.00046298912,0.00009569518,0.0001165515,0.00014547748],"domain_scores_gemma":[0.9984659,0.0010735455,0.000088794906,0.00019685377,0.00015041442,0.000024523682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032333928,0.000111708054,0.0003723595,0.0006519253,0.00002257233,0.0000054090733,0.0002237906,0.00013114983,0.000005016715],"category_scores_gemma":[0.00066168624,0.00008122694,0.00009964192,0.0015523883,0.000019689822,0.000061310726,0.0000060010875,0.0001984472,5.278938e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042063012,0.00076939526,0.030941244,0.0006824231,0.0051653055,0.00000650435,0.00015675805,0.7453062,0.117899485,0.028628116,0.0011548566,0.068869054],"study_design_scores_gemma":[0.00065525295,0.00023088785,0.005941785,0.000098095064,0.0005514798,0.0000013549125,0.000008615711,0.92930734,0.061815783,0.0003614775,0.00094628386,0.00008163217],"about_ca_topic_score_codex":0.0000040837494,"about_ca_topic_score_gemma":0.000002395753,"teacher_disagreement_score":0.68301654,"about_ca_system_score_codex":0.000022130149,"about_ca_system_score_gemma":0.000024401796,"threshold_uncertainty_score":0.33123386},"labels":[],"label_agreement":null},{"id":"W4407307115","doi":"10.3390/machines13020125","title":"Power Transformer Prognostics and Health Management Using Machine Learning: A Review and Future Directions","year":2025,"lang":"en","type":"review","venue":"Machines","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Prognostics; Transformer; Reliability engineering; Computer science; Engineering; Machine learning; Electrical engineering; Voltage","score_opus":0.019490772146202155,"score_gpt":0.3014236317047524,"score_spread":0.28193285955855024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407307115","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.984791e-7,0.9945363,0.0007843606,0.00026757893,0.000398628,0.0014111301,0.00013507908,0.00016559103,0.002300356],"genre_scores_gemma":[0.000006144869,0.9986303,0.00070067815,0.00011089858,0.00007496215,0.000086941116,0.00020851224,0.000058358164,0.00012320181],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988221,0.000049478753,0.0004902109,0.00027479735,0.00010891161,0.00025450403],"domain_scores_gemma":[0.99961376,0.000057572448,0.00006763076,0.000141026,0.00002066033,0.000099354096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019245395,0.00042750107,0.0010692029,0.0002352476,0.00016973415,0.00005375312,0.00007661597,0.00012488666,0.000029823459],"category_scores_gemma":[0.000009494178,0.00035084458,0.00013435395,0.00038351837,0.000023013092,0.000073221185,0.000018665181,0.0004009971,0.0000018059761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.0187078e-7,0.0000144048,0.000026434902,0.15214561,0.00017894313,0.0000020517482,0.000040465293,0.000006955144,2.041765e-8,0.00022810494,0.00018301436,0.8471737],"study_design_scores_gemma":[0.00010356005,0.000027634096,0.000064248656,0.025269477,0.0012057717,0.000030289017,0.0000027705203,0.0007342363,3.4753658e-8,0.000020150766,0.9722505,0.00029129614],"about_ca_topic_score_codex":0.00002513885,"about_ca_topic_score_gemma":0.00002057683,"teacher_disagreement_score":0.97206753,"about_ca_system_score_codex":0.00006238989,"about_ca_system_score_gemma":0.000034890207,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W4407317257","doi":"10.1109/ecce55643.2024.10860917","title":"Machine Learning Based Power Loss Modeling and Fault Diagnostics for Power Transformer and AC Drive System","year":2024,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Transformer; Computer science; Electric power system; Fault (geology); Electrical engineering; Automotive engineering; Power (physics); Engineering; Voltage; Physics","score_opus":0.006823291838942747,"score_gpt":0.2083927552814901,"score_spread":0.20156946344254734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407317257","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11436617,0.0059849797,0.8751421,0.00016019367,0.00041290285,0.00042349022,0.00011760686,0.0004941492,0.0028983974],"genre_scores_gemma":[0.9969995,0.0012046781,0.0015344064,0.000038304424,0.00002959256,0.00004321107,0.00005283918,0.000065401175,0.000032044205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991321,0.000008228002,0.00024582638,0.00022842282,0.00011872652,0.00026667796],"domain_scores_gemma":[0.9994932,0.00027006274,0.000007780931,0.000074538126,0.000049841055,0.0001045961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014118075,0.0002092663,0.00018815201,0.00012255914,0.00009165643,0.00013872937,0.000042160777,0.00011120672,0.00002735914],"category_scores_gemma":[0.0000330013,0.00018491551,0.00005726042,0.00009754621,0.000022037028,0.00021499157,0.000004611413,0.0001827998,0.0000054784805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006904883,0.000057846595,0.0023274177,0.004258075,0.00040630234,0.00005323471,0.0036096051,0.9259212,0.0025958414,0.049700733,0.00043730205,0.010563399],"study_design_scores_gemma":[0.00047304036,0.00009296272,0.00013193503,0.00029544567,0.000066939545,0.000009136438,0.00015571325,0.99150795,0.0006551328,0.000122045734,0.006238252,0.0002514381],"about_ca_topic_score_codex":0.000018062663,"about_ca_topic_score_gemma":0.000010588971,"teacher_disagreement_score":0.8826334,"about_ca_system_score_codex":0.000041628275,"about_ca_system_score_gemma":0.00001575736,"threshold_uncertainty_score":0.75406355},"labels":[],"label_agreement":null},{"id":"W4407406085","doi":"10.3390/en18040789","title":"Development of a Comprehensive Model for Drying Optimization and Moisture Management in Power Transformer Manufacturing","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Moisture; Environmental science; Process engineering; Engineering; Electrical engineering; Materials science; Composite material; Voltage","score_opus":0.009988107709446779,"score_gpt":0.22365841915233453,"score_spread":0.21367031144288776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407406085","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49376732,0.00027278546,0.5038196,0.00001596066,0.000057279296,0.00016020978,0.0000034427,0.000024784944,0.0018786086],"genre_scores_gemma":[0.92612064,0.00028026596,0.07348204,0.000017411061,0.000001558125,0.00004502149,0.00001365891,0.0000077733075,0.000031641164],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996221,0.0000015221449,0.00016522882,0.0000749689,0.0000434931,0.00009265861],"domain_scores_gemma":[0.99990964,0.000018127508,0.000008940094,0.000040930903,0.000012720515,0.0000096504355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025501236,0.000075652366,0.00009245895,0.00012670779,0.000026989492,0.0000096233325,0.000030570754,0.00003222828,0.0000013547055],"category_scores_gemma":[6.6830853e-7,0.000077801924,0.000015448391,0.00004836306,0.000007974174,0.0000726352,0.0000048137604,0.00002767274,5.721406e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007290037,0.000007935359,0.000019667887,0.00021933032,0.00003808946,1.576242e-7,0.001282026,0.98910624,0.0013316211,0.0019344257,0.000016011943,0.0060372255],"study_design_scores_gemma":[0.00059836596,0.0000042170004,0.003216261,0.00013258745,0.00001569389,8.359379e-8,0.00041049012,0.93194425,0.061665192,0.00034463164,0.0015582445,0.00010998101],"about_ca_topic_score_codex":0.0000018468928,"about_ca_topic_score_gemma":0.000014795442,"teacher_disagreement_score":0.4323533,"about_ca_system_score_codex":0.000027632565,"about_ca_system_score_gemma":0.0000065720433,"threshold_uncertainty_score":0.31726703},"labels":[],"label_agreement":null},{"id":"W4407448601","doi":"10.1109/tdei.2025.3541615","title":"Spectral Analysis of Electrical Discharge in Mineral Oil—Comparison With Air Discharge","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Chicoutimi; Université du Québec à Chicoutimi","funders":"","keywords":"Partial discharge; Electric discharge; Spectral analysis; Mineral oil; Materials science; Environmental science; Petroleum engineering; Electrode; Electrical engineering; Voltage; Engineering; Chemistry; Metallurgy; Physics","score_opus":0.008423183381286803,"score_gpt":0.23771784935761436,"score_spread":0.22929466597632756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407448601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6489796,0.00038685414,0.34932306,0.00007381439,0.00008739022,0.00014454851,0.000018053039,0.00007607521,0.00091061933],"genre_scores_gemma":[0.9988195,0.0007010127,0.00025055997,0.000041570318,0.00001429739,0.000043308675,0.000032180946,0.000022032493,0.00007558157],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983629,0.000038942057,0.0005763989,0.00031897702,0.0002641817,0.00043858888],"domain_scores_gemma":[0.9993798,0.00023683341,0.000057071196,0.00016903262,0.000067772795,0.000089472844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012909844,0.00026167056,0.00051328243,0.0019600918,0.00009385089,0.000032565582,0.00009652887,0.00017845335,0.000012870947],"category_scores_gemma":[0.000012431939,0.00023870544,0.00013179495,0.0062954957,0.00003313785,0.0001909941,7.1153823e-7,0.00046960404,0.0000013620959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005691041,0.0015366297,0.038192388,0.00011647135,0.0015133494,0.000004023705,0.0004074544,0.78992254,0.028567133,0.00888464,0.00007386046,0.1302124],"study_design_scores_gemma":[0.00077182683,0.0002946286,0.16423783,0.000028999892,0.00048149575,8.481212e-7,0.000004283598,0.81764024,0.016001929,0.00019357276,0.00009639841,0.00024793355],"about_ca_topic_score_codex":0.000079794896,"about_ca_topic_score_gemma":0.00018618155,"teacher_disagreement_score":0.34983987,"about_ca_system_score_codex":0.000181924,"about_ca_system_score_gemma":0.000044201537,"threshold_uncertainty_score":0.9734125},"labels":[],"label_agreement":null},{"id":"W4408089273","doi":"10.3390/en18051209","title":"A Comprehensive Review of Transformer Winding Diagnostics: Integrating Frequency Response Analysis with Machine Learning Approaches","year":2025,"lang":"en","type":"review","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Computer science; Frequency response; Engineering; Electronic engineering; Machine learning; Electrical engineering; Voltage","score_opus":0.029282921925235118,"score_gpt":0.2650891575302612,"score_spread":0.23580623560502606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408089273","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005021987,0.9913945,0.0057776673,0.000011181279,0.0000979172,0.00051777024,0.00018039424,0.00014630157,0.0018240567],"genre_scores_gemma":[0.00059063133,0.99653417,0.0017319836,0.00001334181,0.000028516917,0.00017850946,0.00081531785,0.00006590376,0.000041629595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979066,0.00024405123,0.00095095305,0.00032627402,0.000272952,0.00029913743],"domain_scores_gemma":[0.99724674,0.0020647012,0.00021620668,0.00031098258,0.00010274433,0.00005863852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003406433,0.00057344366,0.0023078606,0.0008462427,0.000085883774,0.000036907884,0.0002568409,0.00019451274,0.00004248501],"category_scores_gemma":[0.00030910995,0.0004324567,0.0006591,0.0019481449,0.00006866927,0.0001398114,0.000014399844,0.00057431206,0.000002622675],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016947259,0.000036870588,0.000097331766,0.41944888,0.0045377957,0.000016419886,0.00044253946,0.03667096,0.000004977485,0.00058944215,0.00006328059,0.53807455],"study_design_scores_gemma":[0.00021850555,0.00013740217,0.000058766334,0.32879445,0.014237359,0.000008801296,0.0001259176,0.0026574251,0.000044121076,0.000018141907,0.65282065,0.0008784531],"about_ca_topic_score_codex":0.00004890735,"about_ca_topic_score_gemma":0.000025897658,"teacher_disagreement_score":0.65275735,"about_ca_system_score_codex":0.00010973736,"about_ca_system_score_gemma":0.00015260724,"threshold_uncertainty_score":0.9998127},"labels":[],"label_agreement":null},{"id":"W4408280765","doi":"10.1109/access.2025.3550088","title":"Bubbling Inception Temperature in Power Transformers—Part 1: Comparative Study of Kraft Paper, Thermally Upgraded Kraft Paper, and Aramid Paper With Mineral Oil","year":2025,"lang":"en","type":"article","venue":"IEEE Access","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Institute of Electrical and Electronics Engineers","keywords":"Kraft paper; Mineral oil; Transformer oil; Electrical insulation paper; Transformer; Kraft process; Materials science; Electrical engineering; Composite material; Engineering; Voltage; Metallurgy","score_opus":0.013360661341483745,"score_gpt":0.26182633025959223,"score_spread":0.24846566891810848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408280765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994048,0.0006507698,0.00019471144,0.00011347153,0.00033653385,0.00041845583,0.000021372129,0.00006847079,0.004148215],"genre_scores_gemma":[0.9991411,0.00042464954,0.00003869898,0.00017127945,0.000035489815,0.00007974336,0.000024505025,0.000026010712,0.000058539248],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987095,0.00004661251,0.00044890807,0.00028632558,0.0002272,0.00028145986],"domain_scores_gemma":[0.9995495,0.00008806399,0.000045006564,0.00017640721,0.000083613275,0.00005740454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012695331,0.0002883029,0.00040094776,0.00021506607,0.00007199643,0.00010208009,0.00018786467,0.00013466108,0.00004466226],"category_scores_gemma":[0.0000049556174,0.00024067606,0.000041019448,0.0005379401,0.000061020255,0.0011283428,0.000011601783,0.00025796704,9.147254e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006855732,0.0024262464,0.12897086,0.0010437713,0.0011027791,0.000049391936,0.038348053,0.21157736,0.60777366,0.00064314,0.0014062148,0.005972988],"study_design_scores_gemma":[0.01678658,0.0012988923,0.9094885,0.0017444366,0.00037629736,0.000009835526,0.0064089145,0.011838773,0.043854196,0.00021972734,0.0062247845,0.0017490627],"about_ca_topic_score_codex":0.0001599082,"about_ca_topic_score_gemma":0.002685739,"teacher_disagreement_score":0.78051764,"about_ca_system_score_codex":0.000049721144,"about_ca_system_score_gemma":0.000037195667,"threshold_uncertainty_score":0.98144853},"labels":[],"label_agreement":null},{"id":"W4408363684","doi":"10.1080/02786826.2025.2461161","title":"On the three charge regimes of bipolar charge conditioners","year":2025,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Transport Canada","keywords":"Charge (physics); Environmental science; Materials science; Physics; Engineering physics; Quantum mechanics","score_opus":0.006637238523533809,"score_gpt":0.2127832622398585,"score_spread":0.20614602371632468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408363684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98571223,0.000689638,0.0010070285,0.0036109984,0.000202759,0.00015582317,0.000010313142,0.00012266259,0.008488532],"genre_scores_gemma":[0.99952525,0.00030227355,0.000021071926,0.000105469495,0.0000029952312,0.000014316644,9.685584e-7,0.0000026233922,0.00002504131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995756,0.0000016227947,0.0000852628,0.00010082894,0.00009336646,0.00014327561],"domain_scores_gemma":[0.99972373,0.000045578745,0.000013418272,0.00015227054,0.000051735573,0.000013237711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014578772,0.000054254848,0.00006869816,0.00019786764,0.00012272583,0.000011695832,0.00017737922,0.000055234974,0.000018228191],"category_scores_gemma":[0.00008978633,0.0000384861,0.000009138046,0.00083239033,0.00050849153,0.00007866059,0.000017910728,0.000085096006,0.000010883996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.0044637e-7,0.000011470597,0.0010552449,0.0000112788775,0.00000870355,2.9825662e-7,0.000032677395,0.0000082199085,0.13273923,0.860166,0.0009938725,0.0049720965],"study_design_scores_gemma":[0.00023211661,0.000088210974,0.0022462588,0.000075876545,0.000011901084,0.0000017944144,0.000046366895,0.0077808197,0.95983744,0.024550384,0.005010406,0.000118412776],"about_ca_topic_score_codex":0.0000051599345,"about_ca_topic_score_gemma":0.000004191991,"teacher_disagreement_score":0.83561563,"about_ca_system_score_codex":0.00001426216,"about_ca_system_score_gemma":0.00002693133,"threshold_uncertainty_score":0.18735582},"labels":[],"label_agreement":null},{"id":"W4409342911","doi":"10.1016/j.elstat.2025.104071","title":"50th Anniversary, Journal of Electrostatics","year":2025,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Instytut Maszyn Przepływowych im. Roberta Szewalskiego Polskiej Akademii Nauk","keywords":"Electrostatics; Engineering physics; Polymer science; Nanotechnology; Engineering; Materials science; Physics; Quantum mechanics","score_opus":0.003193129868664236,"score_gpt":0.21669924328075643,"score_spread":0.2135061134120922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409342911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38010606,0.0039731283,0.6116041,0.00051356334,0.001297008,0.00010853611,0.00001650612,0.000018974542,0.0023620974],"genre_scores_gemma":[0.986397,0.004336427,0.008875001,0.00016400717,0.00013614696,2.9168905e-7,0.0000030306137,0.000024369469,0.000063719264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998463,0.000027309954,0.00086628716,0.00004636016,0.00031609426,0.00028094425],"domain_scores_gemma":[0.99872607,0.00018144023,0.00032066423,0.00009198747,0.0005878249,0.000092018796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035756826,0.00014760374,0.00034637842,0.00043880666,0.000043473563,0.000051392246,0.00021322044,0.00007235426,0.000016360127],"category_scores_gemma":[0.00017012938,0.00013394043,0.00015403598,0.00042514384,0.000050958046,0.00029335302,0.0000063557163,0.00049803616,0.0000014763988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006901787,0.0009854255,0.009794159,0.0009754243,0.0037813056,0.0005214143,0.0059845783,0.10723722,0.5237944,0.03745955,0.25484788,0.05392845],"study_design_scores_gemma":[0.014234458,0.009979816,0.034538284,0.0020824706,0.0026855948,0.0015572066,0.0015744905,0.11073325,0.54258066,0.09212832,0.18621323,0.0016922437],"about_ca_topic_score_codex":7.606335e-7,"about_ca_topic_score_gemma":0.0000018793864,"teacher_disagreement_score":0.60629094,"about_ca_system_score_codex":0.00019327024,"about_ca_system_score_gemma":0.00029574207,"threshold_uncertainty_score":0.54619324},"labels":[],"label_agreement":null},{"id":"W4409804515","doi":"10.59019/wqyq7474","title":"Evaluating the Effectiveness of Refractometric Sensors for Transformer Oil Ageing Monitoring","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformer; Ageing; Environmental science; Engineering; Reliability engineering; Computer science; Electrical engineering; Medicine; Voltage; Internal medicine","score_opus":0.028130157158141326,"score_gpt":0.33713984107268696,"score_spread":0.30900968391454564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409804515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95830035,0.0044843787,0.0021005312,0.000003932698,0.0036854253,0.00052079494,0.00004238541,0.00017335579,0.030688824],"genre_scores_gemma":[0.99695873,0.001246176,0.00036919827,8.2468114e-7,0.000154751,0.0002461496,0.00026064154,0.00011025288,0.00065329345],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988024,0.000040875533,0.00040921106,0.00020405967,0.00030835418,0.00023506088],"domain_scores_gemma":[0.9979103,0.0017118618,0.00004420778,0.0001560363,0.00014646642,0.00003113446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009805844,0.0002591028,0.00031175226,0.0003839268,0.000070863534,0.000054507072,0.00012947252,0.00021350775,0.000012721374],"category_scores_gemma":[0.00018526593,0.00019432188,0.0002196616,0.0006105745,0.000008902856,0.00011016752,0.0000017055947,0.00029436094,0.000007719947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005047951,0.0000672478,0.00019476294,0.062744744,0.0014229012,0.0000053086214,0.004519115,0.1793759,0.32596323,0.0012539423,0.000054576998,0.42389348],"study_design_scores_gemma":[0.0013464821,0.00049458386,0.03126965,0.008200783,0.0016073278,0.0000028649126,0.0015050122,0.20435695,0.74672544,0.0017612843,0.0015660359,0.0011635919],"about_ca_topic_score_codex":0.00003863209,"about_ca_topic_score_gemma":0.000009417987,"teacher_disagreement_score":0.42272988,"about_ca_system_score_codex":0.00009241694,"about_ca_system_score_gemma":0.000037670165,"threshold_uncertainty_score":0.79242164},"labels":[],"label_agreement":null},{"id":"W4410004260","doi":"10.3390/macromol5020020","title":"Degradation Mechanisms of Cellulose-Based Transformer Insulation: The Role of Dissolved Gases and Macromolecular Characterisation","year":2025,"lang":"en","type":"article","venue":"Macromol—A Journal of Macromolecular Research","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Cellulose; Degradation (telecommunications); Macromolecule; Transformer; Dissolved gas analysis; Materials science; Chemical engineering; Environmental science; Waste management; Chemistry; Engineering; Transformer oil; Electrical engineering; Biochemistry","score_opus":0.012416337339792166,"score_gpt":0.26407857614606356,"score_spread":0.25166223880627137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410004260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82488906,0.0024824466,0.17087144,0.00032349795,0.00014455862,0.0004404268,0.000035584104,0.000014445434,0.00079856213],"genre_scores_gemma":[0.99836695,0.00046423308,0.001027436,0.00002284981,0.000021499987,0.000013855238,0.000032469638,0.000032993055,0.000017712386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99751425,0.0002535038,0.00089101226,0.0001678242,0.0008432325,0.00033016325],"domain_scores_gemma":[0.99843454,0.00030535468,0.0001964053,0.00027540204,0.0006961509,0.00009215797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015696451,0.00020235124,0.00037623974,0.0005965786,0.0001220949,0.00006966402,0.00033971577,0.00013676105,0.00006607662],"category_scores_gemma":[0.00015302353,0.00016681694,0.0001815486,0.0007775084,0.0001985358,0.00020270223,0.000023980094,0.0004337726,0.0000014680589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014544289,0.00012833315,0.0006352622,0.00028191874,0.00017325146,0.000020259353,0.00029808522,0.0011422224,0.9751471,0.0063510253,0.000022096467,0.015654983],"study_design_scores_gemma":[0.000981943,0.00029197562,0.0095373085,0.00034849893,0.00009663159,0.00002337233,0.00015324313,0.017424803,0.9597273,0.010569215,0.0007069215,0.0001388178],"about_ca_topic_score_codex":0.00004713624,"about_ca_topic_score_gemma":0.0000071472928,"teacher_disagreement_score":0.1734779,"about_ca_system_score_codex":0.00008021532,"about_ca_system_score_gemma":0.00015115907,"threshold_uncertainty_score":0.68025976},"labels":[],"label_agreement":null},{"id":"W4410049202","doi":"10.21203/rs.3.rs-6558166/v1","title":"Echo State Network Applied for Classification of Medium Voltage Insulators","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Government of Canada; Canadian Bureau for International Education; University of Regina","keywords":"Echo (communications protocol); State (computer science); Voltage; Acoustics; Computer science; Materials science; Electrical engineering; Physics; Engineering; Algorithm; Computer network","score_opus":0.04350246342946096,"score_gpt":0.3399359240984866,"score_spread":0.29643346066902565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410049202","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13946481,0.0035717045,0.79528314,0.0003079726,0.0033264437,0.009971706,0.0040803864,0.00071076775,0.043283075],"genre_scores_gemma":[0.9959373,0.0014844859,0.0006971906,0.0000050014987,0.00020737891,0.0006995911,0.0008076283,0.000044567558,0.000116853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810594,0.000037770722,0.00047452046,0.00032523472,0.0005449416,0.0005116085],"domain_scores_gemma":[0.9983319,0.0005648544,0.000057684763,0.00050190184,0.00044149908,0.000102137026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010092334,0.00020790473,0.00033072694,0.00038017496,0.00008968528,0.000054411543,0.0003468159,0.00032198805,0.000017858903],"category_scores_gemma":[0.00013565083,0.00022267902,0.0001168235,0.0004491354,0.00006563238,0.000046721438,0.00012760649,0.0007620705,0.0000072547195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025161623,0.00024277669,0.0056063696,0.023868673,0.0006288659,0.0000023963175,0.0022428264,0.8412763,0.0108077675,0.048155133,0.020762386,0.0461549],"study_design_scores_gemma":[0.0015320403,0.00019307257,0.14362001,0.0030626117,0.000092377995,1.9433706e-7,0.0002685326,0.680651,0.019204812,0.096942194,0.053522874,0.0009102465],"about_ca_topic_score_codex":0.000033480443,"about_ca_topic_score_gemma":0.000034400022,"teacher_disagreement_score":0.8564725,"about_ca_system_score_codex":0.0002160238,"about_ca_system_score_gemma":0.00025493331,"threshold_uncertainty_score":0.9080587},"labels":[],"label_agreement":null},{"id":"W4410478629","doi":"10.1007/978-981-96-1185-0_8","title":"Compaction and Restoration of the S-Transform Based on N-Fold Redundancy","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Fold (higher-order function); Compaction; Redundancy (engineering); Computer science; Geology; Geotechnical engineering; Programming language; Operating system","score_opus":0.008176397564076086,"score_gpt":0.19830216876842452,"score_spread":0.19012577120434843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410478629","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019930024,0.02897865,0.70020163,0.00043302917,0.005951211,0.002508672,0.00011676521,0.00013559117,0.25968146],"genre_scores_gemma":[0.9984537,0.00101375,0.000012372736,0.000032869302,0.00012700369,0.000008400142,0.000035448826,0.000021471711,0.00029501438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999368,0.000013357108,0.00028178375,0.00011734788,0.000117469586,0.00010200365],"domain_scores_gemma":[0.99953985,0.00020633743,0.000055442426,0.00015135553,0.00002512961,0.000021899037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105962274,0.00018335452,0.00025599232,0.00010066142,0.000044830824,0.000038548835,0.00004547085,0.0003263477,0.0000023605762],"category_scores_gemma":[0.000010544868,0.00013923555,0.000042667038,0.000052875166,0.000030146632,0.00003110348,0.0000036054773,0.00031883005,1.18870894e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001808261,0.000004112511,0.00034644577,0.00043205378,0.00002427519,5.201996e-7,0.0000683561,0.97867453,0.000017441052,0.0071497955,0.00013851967,0.013125893],"study_design_scores_gemma":[0.0002782156,0.000053822547,0.0013140746,0.0028423718,0.00004379485,0.0000015208014,0.0000012673142,0.9838318,0.00003829917,0.0014097699,0.010013261,0.00017177656],"about_ca_topic_score_codex":0.000042467003,"about_ca_topic_score_gemma":0.00014393953,"teacher_disagreement_score":0.9964607,"about_ca_system_score_codex":0.000056323355,"about_ca_system_score_gemma":0.00001520404,"threshold_uncertainty_score":0.5677861},"labels":[],"label_agreement":null},{"id":"W4411415017","doi":"10.3390/physchem5020023","title":"Improving Oxidation Stability and Insulation Performance of Plant-Based Oils for Sustainable Power Transformers","year":2025,"lang":"en","type":"article","venue":"Physchem","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Kraft paper; Materials science; Transformer oil; Chemical engineering; Antioxidant; Composite material; Pulp and paper industry; Organic chemistry; Transformer; Chemistry; Voltage; Electrical engineering","score_opus":0.006193357813037046,"score_gpt":0.19966519447295414,"score_spread":0.1934718366599171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411415017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8775888,0.000103973565,0.12055056,0.000021076283,0.000051934432,0.0003332966,0.00002520392,0.000043742846,0.0012814087],"genre_scores_gemma":[0.9989502,0.000022981201,0.0008818908,0.000011197113,0.000005883314,0.000040616724,0.000070649425,0.000009039605,0.0000075669473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999507,0.0000041939,0.00017869922,0.00009846048,0.000060888164,0.00015074336],"domain_scores_gemma":[0.99971807,0.000082589846,0.000022149416,0.00007051811,0.000084945794,0.000021738962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013716466,0.00008422224,0.00010492152,0.000076958706,0.000049620616,0.000014884301,0.0000318084,0.000046613157,0.000005560956],"category_scores_gemma":[0.000030392886,0.00009004847,0.000028688144,0.00012683541,0.000019416457,0.00027788477,0.0000028280522,0.000045075107,1.8312753e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002750563,0.00011343043,0.009720621,0.0062510045,0.000063363346,2.116924e-7,0.00066312886,0.005943604,0.94747406,0.008278345,0.00006457858,0.02115261],"study_design_scores_gemma":[0.0006749308,0.000062092404,0.017760286,0.000041529172,0.00002081304,5.2324463e-8,0.00007770963,0.261332,0.71931314,0.00016844526,0.00045469034,0.000094319985],"about_ca_topic_score_codex":0.000012734484,"about_ca_topic_score_gemma":0.0000021750673,"teacher_disagreement_score":0.2553884,"about_ca_system_score_codex":0.00004867216,"about_ca_system_score_gemma":0.000034554632,"threshold_uncertainty_score":0.367207},"labels":[],"label_agreement":null},{"id":"W4411714454","doi":"10.1016/j.nexres.2025.100555","title":"Sustainable natural ester dielectric liquid for power transformers: Thermo-oxidative performance and kraft paper compatibility","year":2025,"lang":"en","type":"article","venue":"Next research.","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Compatibility (geochemistry); Kraft paper; Transformer; Liquid dielectric; Materials science; Dielectric; Oxidative phosphorylation; Composite material; Environmental science; Electrical engineering; Chemistry; Engineering; Optoelectronics; Voltage","score_opus":0.018946478084398317,"score_gpt":0.29238196651400084,"score_spread":0.2734354884296025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411714454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720454,0.0018192405,0.0029303706,0.00040189445,0.0001238711,0.0010290688,0.000010868504,0.00008147845,0.021557782],"genre_scores_gemma":[0.99809456,0.00081538555,0.0000983524,0.000070425005,0.000021336573,0.00013339893,0.000020541653,0.000020189122,0.00072579226],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998715,0.000039010138,0.0001967746,0.0002243645,0.00021259925,0.0006122508],"domain_scores_gemma":[0.9991042,0.0004024273,0.00000871389,0.00015659432,0.0002584558,0.000069601854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055588514,0.0001438952,0.0001645491,0.0002453375,0.00023059308,0.00010947394,0.00012848871,0.000086536646,0.000050028586],"category_scores_gemma":[0.00008763728,0.0001254063,0.000048222995,0.00048288226,0.00010573088,0.00066801294,0.00002078581,0.0003249692,0.0000045331785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059980736,0.0012616953,0.008678368,0.013069037,0.0015978802,0.00003461441,0.028432721,0.0036471689,0.39772904,0.10408635,0.028004942,0.40746012],"study_design_scores_gemma":[0.006570222,0.0037460986,0.13732879,0.0006007254,0.000109973465,0.000006303957,0.004406663,0.3429153,0.20604004,0.007536222,0.2892474,0.0014922755],"about_ca_topic_score_codex":0.000042556494,"about_ca_topic_score_gemma":0.000035603898,"teacher_disagreement_score":0.40596783,"about_ca_system_score_codex":0.00014966154,"about_ca_system_score_gemma":0.00007232465,"threshold_uncertainty_score":0.51139206},"labels":[],"label_agreement":null},{"id":"W4411950247","doi":"10.23919/aces66556.2025.11052476","title":"Spectral Analysis of the Differential Surface Admittance Electric Field Integral Equation","year":2025,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Admittance; Electric-field integral equation; Integral equation; Surface (topology); Electric field; Mathematical analysis; Differential equation; Physics; Field (mathematics); Mathematics; Geometry; Electrical impedance; Quantum mechanics","score_opus":0.006405470376940991,"score_gpt":0.21606011927698343,"score_spread":0.20965464890004243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411950247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71941096,0.00006920233,0.27144983,0.00012568352,0.00021182494,0.000055123743,0.0000021448432,0.000029648592,0.008645602],"genre_scores_gemma":[0.9996709,0.00005596124,0.00009884105,0.000030187257,0.0000075784537,0.0000014286304,0.000004945841,0.0000028179884,0.00012732153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996319,0.0000074319223,0.00014020053,0.0000584071,0.00007395171,0.000088134206],"domain_scores_gemma":[0.99976563,0.00008101146,0.000012228257,0.00011031395,0.000020821713,0.0000100111165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027720744,0.000055824206,0.000099989644,0.00009557596,0.000019388966,0.000010397747,0.00008495938,0.000035515783,0.000106381034],"category_scores_gemma":[0.00002361253,0.000039872266,0.00009669189,0.00096471806,0.000003807654,0.000039216106,0.0000048100187,0.000072233386,0.0000010258372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038239945,0.0001328462,0.19454567,0.000103626335,0.0026065412,3.5553774e-7,0.0003799713,0.46722975,0.21339348,0.10206635,0.0027159983,0.01678717],"study_design_scores_gemma":[0.000073091636,0.000009364643,0.22026479,0.000008507964,0.00022884835,1.829459e-8,0.0000049624823,0.6157833,0.16312706,0.00038870887,0.000070328686,0.000041059622],"about_ca_topic_score_codex":0.00006078576,"about_ca_topic_score_gemma":0.00013581675,"teacher_disagreement_score":0.28025997,"about_ca_system_score_codex":0.000025112215,"about_ca_system_score_gemma":0.000009957751,"threshold_uncertainty_score":0.16259438},"labels":[],"label_agreement":null},{"id":"W4412040219","doi":"10.3390/en18133535","title":"Multiclass Fault Diagnosis in Power Transformers Using Dissolved Gas Analysis and Grid Search-Optimized Machine Learning","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rio Tinto (Canada); Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Dissolved gas analysis; Power grid; Transformer; Grid; Computer science; Machine learning; Reliability engineering; Artificial intelligence; Engineering; Power (physics); Electrical engineering; Mathematics; Physics","score_opus":0.007994084738928564,"score_gpt":0.234091188090269,"score_spread":0.22609710335134042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412040219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97710884,0.00126145,0.020052506,0.000116840434,0.00015781986,0.00011478495,0.000023124663,0.000112572045,0.0010520899],"genre_scores_gemma":[0.99467874,0.0033639632,0.0018089715,0.000018226423,0.000011021121,0.00002435702,0.00005015729,0.000019485195,0.000025091353],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991096,0.00003598636,0.0002619307,0.00018613106,0.0001244207,0.00028190832],"domain_scores_gemma":[0.99961597,0.00020533249,0.000013651109,0.00008733042,0.00002485246,0.000052883068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014708676,0.00017247911,0.0002884347,0.0005675867,0.00008380119,0.00006293582,0.000067004075,0.00007754327,0.00004163691],"category_scores_gemma":[0.000041268813,0.00017106564,0.00009671851,0.00083011336,0.00004573558,0.0001947204,0.0000139660615,0.00020174691,9.56108e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018223807,0.000022597524,0.07633501,0.00003642112,0.00027221604,0.000003941582,0.0009718982,0.91639906,0.0028823812,0.00006719167,0.0000066497187,0.0029843932],"study_design_scores_gemma":[0.0009143034,0.000016806705,0.049064334,0.00006515363,0.0002198864,3.286245e-7,0.00030279218,0.93570024,0.012675634,0.000023351928,0.00081171707,0.00020546911],"about_ca_topic_score_codex":0.0007100341,"about_ca_topic_score_gemma":0.00047656297,"teacher_disagreement_score":0.02727068,"about_ca_system_score_codex":0.0000738137,"about_ca_system_score_gemma":0.000012688326,"threshold_uncertainty_score":0.6975854},"labels":[],"label_agreement":null},{"id":"W4412201152","doi":"10.3390/app15147676","title":"Thermal and Electrical Fault Diagnosis in Oil–Paper Insulation System: A Comparative Study of Natural Esters and Mineral Oil","year":2025,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Mineral oil; Petroleum engineering; Environmental science; Materials science; Geology; Metallurgy","score_opus":0.011311906054631947,"score_gpt":0.24432497782575005,"score_spread":0.2330130717711181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412201152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467194,0.000454384,0.00002763047,0.000022017717,0.000070580296,0.00008769333,0.0000012026785,0.000020508032,0.0046440335],"genre_scores_gemma":[0.9997821,0.00005620268,0.00008728946,0.000011966954,0.0000062024883,0.000048819984,0.0000011304938,0.0000021493445,0.0000041535313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994559,0.000013104965,0.00016891022,0.00013600786,0.00011489439,0.00011115136],"domain_scores_gemma":[0.99977976,0.00013390282,0.000017811006,0.00003880595,0.000011889376,0.000017824805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011589448,0.00007748307,0.00014041913,0.00014110298,0.00005522092,0.00003347756,0.000055779732,0.00002667783,6.3785546e-7],"category_scores_gemma":[0.000005701388,0.000063992855,0.000007112003,0.00040507142,0.00007190879,0.0001272049,0.00001105951,0.000064195316,2.4522956e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012976323,0.0006707503,0.53259176,0.000635983,0.00016249779,0.0000050984772,0.035720706,0.13056427,0.12745343,0.035855357,0.0000827819,0.13612762],"study_design_scores_gemma":[0.00095593155,0.00009025782,0.7911587,0.00006973132,0.000020865133,4.5220145e-7,0.0025256309,0.20364241,0.0013280278,0.00005032321,0.000027042823,0.00013066243],"about_ca_topic_score_codex":0.000073677176,"about_ca_topic_score_gemma":0.00011740419,"teacher_disagreement_score":0.25856692,"about_ca_system_score_codex":0.000020971343,"about_ca_system_score_gemma":0.000009694978,"threshold_uncertainty_score":0.26095527},"labels":[],"label_agreement":null},{"id":"W4412369166","doi":"10.3390/app15147631","title":"A State-of-the-Art Review on the Potential of Waste Cooking Oil as a Sustainable Insulating Liquid for Green Transformers","year":2025,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Greenhouse gas; Waste management; Environmental science; Transformer oil; Transformer; Engineering","score_opus":0.01612233475219544,"score_gpt":0.2670446904680043,"score_spread":0.25092235571580884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412369166","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010643252,0.9740017,0.001493181,0.00010911032,0.00019631704,0.0015955401,0.00006219934,0.000025839447,0.022409698],"genre_scores_gemma":[0.0035531577,0.9957392,0.000051096584,0.000071898874,0.000021862345,0.00030486513,0.000014254435,0.000019490208,0.00022414429],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837357,0.000029979275,0.0006706171,0.00022707735,0.00036268987,0.00033606007],"domain_scores_gemma":[0.99902123,0.00048346276,0.0002026606,0.00019709999,0.00006662426,0.000028925344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089631166,0.0002520045,0.00073242764,0.00013780296,0.00022546815,0.000025440204,0.00054196216,0.000073676485,0.000008830277],"category_scores_gemma":[0.00008199362,0.00014648547,0.00033234674,0.00097466673,0.00017331104,0.00007234727,0.000029200657,0.0001800856,0.0000024400651],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008699383,0.000019654939,9.14566e-8,0.13752718,0.00009795058,3.9304487e-7,0.00013583139,0.0026650648,0.00006231527,0.008474984,0.000296736,0.8507111],"study_design_scores_gemma":[0.00020935237,0.00019191088,5.361492e-7,0.08032254,0.00074995984,0.000002132837,0.00015846678,0.0011854143,0.000769772,0.00089333265,0.91511446,0.0004021245],"about_ca_topic_score_codex":0.000018084731,"about_ca_topic_score_gemma":0.0000055674177,"teacher_disagreement_score":0.9148177,"about_ca_system_score_codex":0.000048178674,"about_ca_system_score_gemma":0.00032528213,"threshold_uncertainty_score":0.5973504},"labels":[],"label_agreement":null},{"id":"W4413806815","doi":"10.3390/en18174579","title":"Effect of Moisture and Aging of Kraft Paper Immersed in Mineral Oil and Synthetic Ester on Bubbling Inception Temperature in Power Transformers","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Mineral oil; Kraft paper; Moisture; Materials science; Water content; Electrical insulation paper; Transformer; Synthetic oil; Transformer oil; Environmental science; Composite material; Process engineering; Petroleum engineering; Pulp and paper industry; Electrical engineering; Voltage; Engineering; Geotechnical engineering","score_opus":0.0017820091608375806,"score_gpt":0.20113448373180826,"score_spread":0.19935247457097066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413806815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970868,0.0011346381,0.000016722192,0.00008361591,0.00010745978,0.00004630344,0.0000045563766,0.000011126092,0.0015087376],"genre_scores_gemma":[0.9991113,0.00078894815,0.000027284337,0.000019047953,0.000004605045,0.000008830653,0.0000056121653,0.00000867193,0.00002568257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995432,0.000022301734,0.0001764249,0.00009707649,0.00006055813,0.0001004559],"domain_scores_gemma":[0.9998055,0.00011152092,0.000011970795,0.00005016337,0.000008360472,0.00001245415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011751064,0.00010670731,0.00017936419,0.00022045578,0.000010270078,0.000008962774,0.00002433473,0.000077998804,0.0000026584953],"category_scores_gemma":[0.000013912496,0.00009215902,0.000021957712,0.00015575223,0.00003212955,0.00011245728,0.000003862909,0.000096361684,5.570669e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001162133,0.000039179336,0.02781805,0.0013367533,0.000044818364,0.0000037727812,0.0038552023,0.12480635,0.811582,0.0007942529,0.000019196992,0.029584188],"study_design_scores_gemma":[0.005464764,0.0004942216,0.44201332,0.0044749607,0.00008710366,0.0000028522195,0.00091735425,0.0134567395,0.5316197,0.00012508787,0.00079690805,0.0005469296],"about_ca_topic_score_codex":0.00006673962,"about_ca_topic_score_gemma":0.00011384239,"teacher_disagreement_score":0.41419527,"about_ca_system_score_codex":0.000018619994,"about_ca_system_score_gemma":0.0000052727264,"threshold_uncertainty_score":0.37581357},"labels":[],"label_agreement":null},{"id":"W4414269954","doi":"10.1016/j.epsr.2025.112207","title":"SPICE implementation of multiconductor transmission line model of transformer winding for very fast transient analysis","year":2025,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Spice; Transmission line; Transformer; Electric power transmission; Nonlinear system; Time domain; Decoupling (probability); Transient (computer programming); Equivalent circuit","score_opus":0.03825087052825764,"score_gpt":0.35352767077701425,"score_spread":0.3152768002487566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414269954","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38807753,0.0011981062,0.6089685,0.0000296767,0.000121257726,0.00090367434,0.00009986134,0.000026041125,0.0005753379],"genre_scores_gemma":[0.9989676,0.00038773462,0.0003478075,0.0000023004156,0.0000114804925,0.00012012996,0.000056585894,0.000022710896,0.000083688916],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803525,0.00006231207,0.00072889304,0.00022044269,0.0004996964,0.00045343107],"domain_scores_gemma":[0.99902624,0.00027440017,0.000045000015,0.00019677564,0.00038456862,0.00007303993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092539476,0.00015283076,0.00041956853,0.0015543714,0.00008248877,0.000023856044,0.00018461853,0.00011777841,0.00001726944],"category_scores_gemma":[0.000020739137,0.0001469563,0.00021550707,0.0022903143,0.000026114158,0.00016656815,0.0000030332897,0.00019296256,6.1786386e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009206055,0.00011248968,0.0003579417,0.0012678468,0.00089890626,3.099362e-7,0.0022105272,0.22677396,0.7577661,0.0008929639,0.00018456273,0.009442314],"study_design_scores_gemma":[0.00090346014,0.00017816327,0.0011558975,0.000104424675,0.0002140118,1.8971501e-7,0.0003406463,0.7252365,0.27123302,0.00003886263,0.00048179968,0.00011302775],"about_ca_topic_score_codex":0.00020777738,"about_ca_topic_score_gemma":0.000026197262,"teacher_disagreement_score":0.61089003,"about_ca_system_score_codex":0.0001527957,"about_ca_system_score_gemma":0.00015275467,"threshold_uncertainty_score":0.5992704},"labels":[],"label_agreement":null},{"id":"W4414382899","doi":"10.3390/photonics12090939","title":"On the Feasibility of Localizing Transformer Winding Deformations Using Optical Sensing and Machine Learning","year":2025,"lang":"en","type":"article","venue":"Photonics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Transformer; Accelerometer; Vibration; Hyperparameter; Decision tree; Support vector machine; Random forest; Supervised learning","score_opus":0.031042984758805823,"score_gpt":0.2599569236979777,"score_spread":0.22891393893917186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414382899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82163703,0.00024661262,0.17235209,0.00006967693,0.000089411704,0.00016037107,0.0000068146105,0.000034502147,0.0054034847],"genre_scores_gemma":[0.99878895,0.00012802117,0.001022707,0.000038222213,0.0000031641557,0.0000010652057,0.0000052497853,0.0000100143725,0.0000025877246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946845,0.000015522572,0.0002076492,0.0000798069,0.000086162174,0.0001423905],"domain_scores_gemma":[0.9995419,0.00029855294,0.000017105054,0.000092251204,0.000025257259,0.00002497644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021367296,0.00009154195,0.00011494093,0.00007116258,0.0001458591,0.000025964566,0.000040580544,0.00004736039,0.000008725698],"category_scores_gemma":[0.00008554518,0.00007325039,0.000038129638,0.00017494625,0.000042777574,0.00008539498,0.0000061327787,0.00020935126,7.544077e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043542277,0.00006379,0.007870038,0.00055214716,0.00016653942,0.0000015126082,0.0024378467,0.8409755,0.076656364,0.057539403,0.000015691481,0.013677605],"study_design_scores_gemma":[0.00017780265,0.000017260058,0.00066589494,0.00013556049,0.00003527125,0.000002274983,0.00009302078,0.9620581,0.035307158,0.0012773883,0.00015694721,0.000073292664],"about_ca_topic_score_codex":0.000031850934,"about_ca_topic_score_gemma":0.000026477474,"teacher_disagreement_score":0.17715193,"about_ca_system_score_codex":0.00006646548,"about_ca_system_score_gemma":0.000017687791,"threshold_uncertainty_score":0.2987064},"labels":[],"label_agreement":null},{"id":"W4414445390","doi":"10.1016/j.rser.2025.116302","title":"A comprehensive systematic and bibliometric review of technologies and measurement tools for power quality events detection, classification, and fault location in smart grids","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Smart grid; Resilience (materials science); Units of measurement; Electric power system; Fault (geology); Visualization; Fault detection and isolation; Emerging technologies","score_opus":0.037411859775233904,"score_gpt":0.2820596046064425,"score_spread":0.24464774483120863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414445390","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014094072,0.91976446,0.06422314,0.0001387655,0.00004625575,0.0014878412,0.0000034911636,0.000039797807,0.00020217236],"genre_scores_gemma":[0.5358269,0.46367896,0.00009678087,0.000029039249,0.0000015977768,0.0003221343,0.0000050625745,0.0000050801787,0.000034439363],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987713,0.00007765499,0.000667186,0.00019496729,0.00011133473,0.00017753495],"domain_scores_gemma":[0.9990641,0.00019485626,0.00011223944,0.00016880005,0.00043157872,0.000028417044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011974532,0.00014557237,0.0005540593,0.001915344,0.00007289004,0.000042750464,0.00004749946,0.00008168076,4.3515314e-7],"category_scores_gemma":[0.0011292036,0.00012431336,0.00002664376,0.0046844217,0.000033854627,0.0002462656,0.000025768404,0.000042507952,4.3570747e-8],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018484758,0.00006292443,0.0019613253,0.8607111,0.00011673888,6.055266e-7,0.00009348883,0.00040694876,0.0017464622,0.008361164,0.00044494608,0.12607579],"study_design_scores_gemma":[0.0055152387,0.0008788481,0.1241257,0.27321768,0.0012373562,0.000030527633,0.010865849,0.029667601,0.009469871,0.022772143,0.52014023,0.0020789811],"about_ca_topic_score_codex":0.00021365802,"about_ca_topic_score_gemma":0.00007288282,"teacher_disagreement_score":0.5874935,"about_ca_system_score_codex":0.00008324356,"about_ca_system_score_gemma":0.000030729574,"threshold_uncertainty_score":0.5069352},"labels":[],"label_agreement":null},{"id":"W4415005154","doi":"10.1016/j.molliq.2025.128692","title":"Enhanced stability nanofluids for sustainable high-voltage transformer applications","year":2025,"lang":"en","type":"article","venue":"Journal of Molecular Liquids","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanofluid; Transformer oil; Mineral oil; Nanoparticle; Pulmonary surfactant; Dielectric; Dissipation factor","score_opus":0.004075303125096295,"score_gpt":0.22329683960383134,"score_spread":0.21922153647873505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415005154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18135881,0.00093246176,0.813457,0.00013952483,0.00015343982,0.00041645055,0.000010345515,0.000028228482,0.0035037377],"genre_scores_gemma":[0.99770063,0.00024977603,0.0016999367,0.00009147813,0.00004780121,0.000086985056,0.000009036866,0.00002092886,0.0000934231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902606,0.000011514025,0.00046837737,0.000096437565,0.00014829819,0.00024933313],"domain_scores_gemma":[0.9992481,0.000076910976,0.0000416506,0.00015529504,0.00040908594,0.00006899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029809267,0.00012774384,0.00021941104,0.00017059853,0.000065469154,0.000038268787,0.00016406713,0.00009370917,0.000022374217],"category_scores_gemma":[0.00005041317,0.0001244355,0.00017600175,0.00026754683,0.000027237693,0.00021255919,0.000004533049,0.00013929192,0.0000012930608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007979853,0.00010295241,0.00001809053,0.00044431476,0.0001716132,0.0000054608277,0.00013209828,0.0044763614,0.9249972,0.064554796,0.00047791665,0.0045393775],"study_design_scores_gemma":[0.0009007425,0.00019119123,0.00024030684,0.000049527487,0.00010529847,0.0000019603694,0.000112081936,0.0006827435,0.950902,0.010304696,0.036370624,0.00013886062],"about_ca_topic_score_codex":0.000003633629,"about_ca_topic_score_gemma":0.00000119451,"teacher_disagreement_score":0.8163418,"about_ca_system_score_codex":0.00013223635,"about_ca_system_score_gemma":0.00010798656,"threshold_uncertainty_score":0.50743324},"labels":[],"label_agreement":null},{"id":"W4415596551","doi":"10.1016/j.jiec.2025.10.046","title":"Probing oxidative aging in natural ester nanofluids using FTIR and frequency domain spectroscopy","year":2025,"lang":"en","type":"article","venue":"Journal of Industrial and Engineering Chemistry","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Fourier transform infrared spectroscopy; Nanofluid; Dielectric; Spectroscopy; Nanoparticle; Dispersion (optics); Dielectric spectroscopy; Oxidative phosphorylation","score_opus":0.008188286453188268,"score_gpt":0.21493023778709186,"score_spread":0.2067419513339036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415596551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592847,0.0014370685,0.0018376957,0.0000551387,0.00040602576,0.000048870384,0.0000021889523,0.000016279673,0.00026829174],"genre_scores_gemma":[0.9973482,0.00015588268,0.0022845543,0.000005928144,0.00018814146,0.0000010007385,0.0000013036172,0.000011119685,0.000003879901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993596,0.0000043197683,0.00031706618,0.00007787257,0.00007677244,0.00016437254],"domain_scores_gemma":[0.99979675,0.000048849728,0.000036859357,0.00004239107,0.000025154637,0.000049972237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015048902,0.00013051732,0.00019409915,0.000109446984,0.000023947565,0.000049482405,0.000053519347,0.00011339865,0.0000033449658],"category_scores_gemma":[0.000046632093,0.00012572808,0.000029188388,0.00016823814,0.00001652023,0.00019680163,0.0000122171705,0.00044698932,4.678115e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008560163,0.000008939744,0.0019501635,0.00011395479,0.000047470712,0.000014639661,0.00019083044,0.0032468268,0.9939599,0.00006134046,0.000019598927,0.00037777814],"study_design_scores_gemma":[0.0029900176,0.000042911666,0.0032028926,0.0031130332,0.000063154715,0.00014123005,0.00027131624,0.02954527,0.9589723,0.00088801695,0.00032521403,0.0004446709],"about_ca_topic_score_codex":0.0000053263775,"about_ca_topic_score_gemma":4.4721278e-7,"teacher_disagreement_score":0.034987625,"about_ca_system_score_codex":0.00011618156,"about_ca_system_score_gemma":0.00003524132,"threshold_uncertainty_score":0.51270425},"labels":[],"label_agreement":null},{"id":"W4416088547","doi":"10.3390/s25226851","title":"Stability and Repeatability Analysis of a Phase-Modulated Optical Fibre Sensor for Transformer Oil Ageing Detection","year":2025,"lang":"en","type":"article","venue":"Sensors","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Université du Québec à Chicoutimi","keywords":"Repeatability; Transformer oil; Transformer; Linearity; Optical fiber; Thermal; Ageing; Refractive index","score_opus":0.011051495002976081,"score_gpt":0.2550522848258976,"score_spread":0.2440007898229215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416088547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95365417,0.00009291852,0.044673905,0.000042861022,0.00010105341,0.00017621605,0.00014321305,0.00008955894,0.0010261041],"genre_scores_gemma":[0.99924093,0.000091476526,0.00057050044,0.000006023943,0.000008543628,0.0000137044035,0.00004631367,0.000010660948,0.000011841802],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991456,0.000019306974,0.0003584743,0.00021288518,0.000086935586,0.00017678113],"domain_scores_gemma":[0.9994036,0.00025192654,0.000020803838,0.00018796611,0.00008859171,0.000047141137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021631767,0.00012517709,0.0002970418,0.00020473896,0.00005352595,0.0000149337075,0.000033590153,0.0001010181,0.000013348049],"category_scores_gemma":[0.00011887014,0.00012642227,0.00014924639,0.00059311144,0.000055141343,0.000075141426,0.000002805299,0.00008204134,2.4315088e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004952463,0.00033999595,0.0053152256,0.002379214,0.0029366435,0.0000030607002,0.0018378737,0.12171161,0.6255226,0.0003422738,0.0000063507628,0.23910987],"study_design_scores_gemma":[0.0008776206,0.00006326315,0.0299855,0.000027916863,0.0008737352,3.8460706e-7,0.000106432795,0.74568903,0.22183262,0.000103154634,0.0003084702,0.00013187509],"about_ca_topic_score_codex":0.00004155597,"about_ca_topic_score_gemma":0.0001234852,"teacher_disagreement_score":0.6239774,"about_ca_system_score_codex":0.00005068702,"about_ca_system_score_gemma":0.000009988089,"threshold_uncertainty_score":0.51553506},"labels":[],"label_agreement":null},{"id":"W4416183581","doi":"10.1109/ceidp61707.2025.11218580","title":"Fiber Hornification in Kraft Paper and its Degradation Rate in Different Insulating Liquids","year":2025,"lang":"","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Pressboard; Mineral oil; Kraft paper; Degradation (telecommunications); Compatibility (geochemistry); Dielectric; Transformer","score_opus":0.009897078270006274,"score_gpt":0.23156214488524693,"score_spread":0.22166506661524066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416183581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831115,0.0015802745,0.0043797093,0.000928153,0.00030145544,0.000637493,0.000009265965,0.000047129048,0.009004998],"genre_scores_gemma":[0.9964074,0.0025304314,0.00011703926,0.00008806353,0.000029469082,0.000056285528,0.00006190009,0.000023476065,0.00068594376],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983277,0.00007911247,0.0007779906,0.0003579349,0.000118386466,0.00033890636],"domain_scores_gemma":[0.9994172,0.00026572956,0.000046459678,0.00016142499,0.000051424053,0.000057786678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031733137,0.00028728825,0.00029175906,0.0005055806,0.000056697976,0.000101082434,0.00007983065,0.00022189604,0.00022962964],"category_scores_gemma":[0.00012689228,0.00029112617,0.00003713333,0.00061839184,0.00001572072,0.0005521317,0.000029801498,0.0002571185,0.000015502668],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023414452,0.0013223232,0.20997985,0.0032722717,0.00026602915,0.000017599934,0.0058315303,0.16395834,0.26799437,0.11168895,0.00025598804,0.2351786],"study_design_scores_gemma":[0.0009957139,0.00003247727,0.59686816,0.0005052407,0.000022824757,2.0309031e-7,0.00005449264,0.39044607,0.009468542,0.0006331252,0.00073450775,0.00023864678],"about_ca_topic_score_codex":0.00010891594,"about_ca_topic_score_gemma":0.00048548265,"teacher_disagreement_score":0.38688833,"about_ca_system_score_codex":0.00021802381,"about_ca_system_score_gemma":0.00003554567,"threshold_uncertainty_score":0.9999541},"labels":[],"label_agreement":null},{"id":"W4416535598","doi":"10.1016/j.rser.2025.116463","title":"Towards sustainable transformer insulation design: Advances in thermally upgraded kraft and Nomex paper under high thermal stress","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Thermal insulation; Kraft paper; Aramid; Insulation system; Renewable energy; Service life; Transformer","score_opus":0.007216129202822168,"score_gpt":0.2214994509750454,"score_spread":0.21428332177222323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416535598","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11039173,0.5815791,0.26200828,0.00075155206,0.00025318016,0.0018783484,0.000010564989,0.0002227697,0.042904478],"genre_scores_gemma":[0.80695325,0.1892143,0.0003179617,0.00020360276,0.000033334447,0.00019201855,0.000029712784,0.000031151754,0.003024658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823636,0.00009830867,0.0005200316,0.00031780524,0.00012466141,0.0007028374],"domain_scores_gemma":[0.999479,0.000089815265,0.000046097186,0.00020386456,0.000089283494,0.0000919475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050196133,0.000323879,0.00049769715,0.00029126913,0.00017982842,0.00012409875,0.000118129305,0.00016637717,0.000039002785],"category_scores_gemma":[0.000032363212,0.00028126867,0.00005893262,0.00061030453,0.00005256439,0.0011614602,0.000025634217,0.0001299584,6.102738e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001133557,0.00019280432,0.0020156042,0.005981654,0.00013897575,0.00006809335,0.0009414445,0.5772126,0.0050193765,0.24849348,0.0003801702,0.15944245],"study_design_scores_gemma":[0.0031517893,0.00022867709,0.0164381,0.0008718908,0.00017967203,0.000005920111,0.0029066217,0.017209047,0.012330062,0.056420002,0.889058,0.0012002046],"about_ca_topic_score_codex":0.0015627006,"about_ca_topic_score_gemma":0.00020944943,"teacher_disagreement_score":0.88867784,"about_ca_system_score_codex":0.00015691348,"about_ca_system_score_gemma":0.00010743287,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4416978498","doi":"10.1016/j.ces.2025.123115","title":"Dissipation and heat-transfer management in high-voltage heating elements","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Mitacs","keywords":"Joule heating; Natural convection; Heating element; Convection; Heat transfer; Joule effect; Heat transfer coefficient; Electric heating; Thermal; Dissipation","score_opus":0.004166538270187705,"score_gpt":0.21106798476203711,"score_spread":0.2069014464918494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416978498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89525616,0.000085928186,0.10317197,0.000021889318,0.00017046386,0.000109318826,0.0000018506764,0.0000873917,0.0010950534],"genre_scores_gemma":[0.99789864,0.000051131705,0.00198883,0.000016648704,0.000008217774,0.000020893576,0.000004170098,0.0000066396497,0.000004801401],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933875,8.1578077e-7,0.0001643892,0.00015789056,0.000120884564,0.00021729682],"domain_scores_gemma":[0.9998352,0.00002317175,0.0000014141934,0.0000838788,0.000010384919,0.000045949888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012256831,0.000087233595,0.0000768256,0.00017075487,0.00002706848,0.0000387417,0.00009884827,0.000027211336,0.0000029107312],"category_scores_gemma":[0.000021744368,0.00009432137,0.000009813724,0.0005180227,0.000033747518,0.00017629044,0.00001862041,0.00008344393,9.744411e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026697278,0.000025882833,0.003563837,0.00029502375,0.000012933989,0.0000029879131,0.00014240215,0.13006671,0.83584183,0.016834589,0.000011808717,0.013199332],"study_design_scores_gemma":[0.00040404362,0.0000056728113,0.053333968,0.00020477295,0.00000814048,4.3687336e-7,0.000011041448,0.70442545,0.24099223,0.0002695675,0.00017589564,0.00016874752],"about_ca_topic_score_codex":0.000006764571,"about_ca_topic_score_gemma":4.133465e-7,"teacher_disagreement_score":0.5948496,"about_ca_system_score_codex":0.000094083174,"about_ca_system_score_gemma":0.000006147294,"threshold_uncertainty_score":0.3846314},"labels":[],"label_agreement":null},{"id":"W4417249328","doi":"10.1109/epdc67173.2025.11278330","title":"Thermal Analysis of New Generation of Distribution Transformers: Experimental Validation","year":2025,"lang":"","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computational fluid dynamics; Thermography; Thermal; Temperature measurement; Thermal analysis","score_opus":0.020364162518868446,"score_gpt":0.2646130741557088,"score_spread":0.24424891163684034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417249328","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47198707,0.0006830374,0.52354896,0.00004718728,0.0002811892,0.00019337353,0.000141434,0.000015011536,0.0031027526],"genre_scores_gemma":[0.9973818,0.0003974391,0.00032339751,0.0000088203415,0.000040775616,0.000006853679,0.001723945,0.000010157873,0.00010680857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984811,0.000034055873,0.00086264824,0.00019863714,0.00023995197,0.00018362529],"domain_scores_gemma":[0.99949783,0.000056266676,0.00010359352,0.00016917802,0.000116717834,0.00005639553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019241715,0.0001973761,0.0004182421,0.00041578722,0.000045956556,0.000026425545,0.00009004473,0.00016115162,0.0006236957],"category_scores_gemma":[0.000019315214,0.0002127241,0.00032681966,0.001600716,0.000051498602,0.00034685025,0.0000071877007,0.00007435166,0.0000018376498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044096196,0.00027324678,0.00207268,0.00011226298,0.0025996205,1.1380024e-7,0.0011293193,0.39752972,0.5631677,0.0124973385,0.000251618,0.020322286],"study_design_scores_gemma":[0.0004313676,0.000063249485,0.010813929,0.00003682137,0.001569752,2.2151067e-8,0.00012461032,0.38870355,0.5979863,0.000018919885,0.00014797255,0.00010352466],"about_ca_topic_score_codex":0.0003588745,"about_ca_topic_score_gemma":0.000027278651,"teacher_disagreement_score":0.52539474,"about_ca_system_score_codex":0.0001344464,"about_ca_system_score_gemma":0.00009998199,"threshold_uncertainty_score":0.8674637},"labels":[],"label_agreement":null},{"id":"W54943481","doi":"","title":"The Observation of Isochronous Behaviour in a Low Energy Electrostatic Storage Ring","year":2013,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Storage ring; Ring (chemistry); Physics; Low energy; Energy storage; Chemistry; Atomic physics; Optics; Power (physics); Quantum mechanics","score_opus":0.007712208966406116,"score_gpt":0.17817049802848647,"score_spread":0.17045828906208035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W54943481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968793,0.00032384563,0.0018867705,0.000104689054,0.000098590426,0.00017011384,0.000013236112,0.000038414415,0.0004850444],"genre_scores_gemma":[0.9993151,0.00017802174,0.00028787812,0.00001202048,0.000010766393,0.0000015575413,0.000025043657,0.000018868493,0.00015073725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991044,0.000045555968,0.00021083461,0.0001410851,0.00022056252,0.00027758948],"domain_scores_gemma":[0.99941134,0.00012285232,0.00008446695,0.00021799274,0.00009982307,0.00006354835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021050469,0.00012926165,0.00018208734,0.00015619134,0.00014779464,0.000022545399,0.0002700835,0.00011191485,0.000078296995],"category_scores_gemma":[0.00003059009,0.00014311878,0.000077453835,0.0003379372,0.00006966724,0.0006415687,0.000031699983,0.00020559096,0.00001580934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015779238,0.00037160944,0.7188625,0.00045934305,0.00024129445,0.000026883254,0.0071592517,0.03675185,0.21347335,0.0037418008,0.00044664677,0.018307708],"study_design_scores_gemma":[0.0006979742,0.00006966798,0.9722115,0.000107660046,0.000025637588,0.0000014062337,0.00037876103,0.01841753,0.0072010756,0.0005344,0.00018599378,0.00016842973],"about_ca_topic_score_codex":0.0005317945,"about_ca_topic_score_gemma":0.0010784632,"teacher_disagreement_score":0.253349,"about_ca_system_score_codex":0.00016603325,"about_ca_system_score_gemma":0.00003282179,"threshold_uncertainty_score":0.5836215},"labels":[],"label_agreement":null},{"id":"W634777727","doi":"","title":"2001 Annual report : Conference on Electrical Insulation and Dielectric Phenomena, October 14-17, 2001, Four Points Hotel, Kitchener, ON, Canada","year":2001,"lang":"en","type":"book","venue":"IEEE Operations Center eBooks","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","score_opus":0.01736157466016545,"score_gpt":0.2169685748752055,"score_spread":0.19960700021504005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W634777727","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010066862,0.00020274447,0.009581452,0.0002570319,0.002017616,0.0015089924,0.00093709823,0.0002514795,0.97517675],"genre_scores_gemma":[0.37287012,0.001409265,0.0005263081,0.0017828493,0.0015946957,0.00020659236,0.0026706608,0.0003583939,0.6185811],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975227,0.000040010418,0.0007080648,0.0005644551,0.00052125426,0.0006435166],"domain_scores_gemma":[0.99882334,0.00008785223,0.000085096945,0.0004352451,0.0002881068,0.0002803483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014697101,0.0005719967,0.0004543525,0.00035648304,0.00021630435,0.00015281886,0.00017654547,0.00034983558,0.00011708012],"category_scores_gemma":[0.000039978673,0.00059711374,0.000076192846,0.00011367465,0.000039699415,0.00014424446,0.000013667435,0.0006963798,0.000022785389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019711356,0.00049811724,0.00064570655,0.00020167527,0.0008719975,0.0012401218,0.0008712171,0.034872353,0.0011852505,0.0073050573,0.9192689,0.03284246],"study_design_scores_gemma":[0.0031191525,0.00075085345,0.0036016428,0.00071418076,0.0002895,0.00042715363,0.0000141518985,0.15554647,0.0009284401,0.0012985553,0.8306009,0.002708972],"about_ca_topic_score_codex":0.0043224036,"about_ca_topic_score_gemma":0.058185417,"teacher_disagreement_score":0.36280325,"about_ca_system_score_codex":0.00094880664,"about_ca_system_score_gemma":0.0009477394,"threshold_uncertainty_score":0.99964803},"labels":[],"label_agreement":null},{"id":"W6892760810","doi":"10.5281/zenodo.12077105","title":"Context 21 lösungen pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Theme (computing); Grammar; Adjective; Vocabulary; Sentence; Pride; Dependent clause; Sample (material)","score_opus":0.01964098718069284,"score_gpt":0.2202033861165903,"score_spread":0.20056239893589745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892760810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012887314,0.006033749,0.00615421,0.00042432823,0.0014658252,0.0007972765,0.0011743174,0.0014802717,0.9823412],"genre_scores_gemma":[0.22989567,0.012492856,0.00046040994,0.00045880035,0.0038861951,3.4902803e-7,0.021768438,0.04959473,0.68144256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975336,0.00015702893,0.0004845667,0.00068153354,0.0005011015,0.0006421256],"domain_scores_gemma":[0.9986418,0.000029084067,0.00009502583,0.0006206215,0.00030981598,0.00030364603],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044041764,0.00044464378,0.00036325594,0.00057757995,0.00073956326,0.0015353349,0.0009975,0.00033480278,0.3073862],"category_scores_gemma":[0.00026513785,0.0005063198,0.0001615449,0.0006232843,0.0001498839,0.00017630625,0.00050061947,0.0007675449,0.6693052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001946211,0.000082429025,4.1720017e-7,0.0006764125,0.0004417168,0.000043370906,0.0010786185,0.00019357391,0.00063714257,0.005374743,0.9123473,0.0791048],"study_design_scores_gemma":[0.00044807544,0.00016877451,0.00005092161,0.0005434574,0.00017007942,0.00003762703,0.00013181289,0.0023367235,0.00015790679,0.00033076535,0.9951025,0.000521351],"about_ca_topic_score_codex":0.000029223429,"about_ca_topic_score_gemma":0.0000011994198,"teacher_disagreement_score":0.36191905,"about_ca_system_score_codex":0.00033281208,"about_ca_system_score_gemma":0.000005894752,"threshold_uncertainty_score":0.9997388},"labels":[],"label_agreement":null},{"id":"W6901621502","doi":"10.60692/dnj0p-45y78","title":"Canola oil: A renewable and sustainable green dielectric liquid for transformer insulation","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Canola; Flash point; Renewable energy; Transformer; Environmentally friendly; Mineral oil; Transformer oil","score_opus":0.01132681712905544,"score_gpt":0.18923110069396712,"score_spread":0.17790428356491167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901621502","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40341696,0.00055930443,0.5555096,0.00009360949,0.00082462,0.0009923318,0.00027127954,0.0014942524,0.036838],"genre_scores_gemma":[0.9990695,0.000016311094,0.00016842353,0.000022969489,0.000059842467,0.00019495079,0.00006689803,0.000025201936,0.0003758821],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990067,0.000008205009,0.00039952243,0.00011026475,0.00013616087,0.00033915878],"domain_scores_gemma":[0.9996781,0.000013410278,0.000026186175,0.00010886034,0.0001027144,0.00007077571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022719175,0.00016560059,0.00015354897,0.00038629925,0.000121750505,0.00024806164,0.00005500262,0.0001134189,0.0000046017076],"category_scores_gemma":[0.000006836318,0.00015128525,0.000053141877,0.0003376202,0.000009763894,0.0012678314,0.000004691473,0.00006750682,0.000031505904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012337212,0.000019851663,0.006499383,0.13882598,0.0014723365,0.000042648946,0.52660733,0.18140876,0.0008566089,0.06944857,0.0029643683,0.070620455],"study_design_scores_gemma":[0.0011594088,0.00021758115,0.0021280972,0.00045372514,0.00011592707,0.000035714354,0.003229112,0.92999196,0.0032082212,0.000031954536,0.058918722,0.00050958415],"about_ca_topic_score_codex":0.000064151965,"about_ca_topic_score_gemma":0.0000012208181,"teacher_disagreement_score":0.7485832,"about_ca_system_score_codex":0.00016481875,"about_ca_system_score_gemma":0.00003533074,"threshold_uncertainty_score":0.61692333},"labels":[],"label_agreement":null},{"id":"W6924947532","doi":"10.15468/dl.yb9yyu","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"SAINT; State (computer science); Matching (statistics); Range (aeronautics)","score_opus":0.011857842687314536,"score_gpt":0.19894658675895485,"score_spread":0.1870887440716403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924947532","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038328592,0.00003968328,0.000055059223,0.000019872403,0.001375426,0.00028359072,0.9973205,0.00013395684,0.00038864685],"genre_scores_gemma":[0.00015385431,0.00032065163,8.4937744e-7,0.00011807041,0.0000013032061,0.000002449829,0.99940276,1.9748622e-8,3.118073e-8],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990252,0.000011493125,0.0003033062,0.0001187304,0.00030068122,0.00024053828],"domain_scores_gemma":[0.999376,0.000015903308,0.00006738412,0.00033548905,0.00010841072,0.00009682204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000927479,0.00024366475,0.00021341302,0.000077473735,0.00007993979,0.00010081201,0.00028593867,0.00030967256,0.0009022384],"category_scores_gemma":[0.000030730775,0.00026769278,0.000103203296,0.00019010977,0.00004373163,0.000857137,0.000051783063,0.00023372758,0.22725953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007457181,0.000010175324,0.0003299647,0.000293664,0.000030342295,4.5129647e-7,0.000019866551,0.0011680789,7.103824e-8,6.1157166e-8,0.9972713,0.0008685464],"study_design_scores_gemma":[0.00024238451,0.00001838593,0.00018129582,0.0000041910216,0.000040029066,0.0000012863827,0.000017638375,0.000012072544,0.000005286661,5.03721e-7,0.99919605,0.00028089705],"about_ca_topic_score_codex":0.00006837657,"about_ca_topic_score_gemma":0.0000042887664,"teacher_disagreement_score":0.2263573,"about_ca_system_score_codex":0.00025312172,"about_ca_system_score_gemma":0.000045449444,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W6976684785","doi":"10.6084/m9.figshare.26989714.v1","title":"Additional file 3 of Traditional medical practices for children in five islands from the Society archipelago (French Polynesia)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Table (database); Quarter (Canadian coin)","score_opus":0.024958321968258246,"score_gpt":0.2383263359374147,"score_spread":0.21336801396915644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976684785","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019463469,0.0003292661,0.000027779555,0.00018769728,0.000047188907,0.00013438788,0.9978194,0.000040019626,0.0012196202],"genre_scores_gemma":[0.03976014,0.000010085034,0.00027092057,0.00008113083,0.00037012677,0.00059123826,0.95887744,0.000012657441,0.000026250471],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944586,0.0000074952254,0.0001369724,0.00010198341,0.00020569358,0.00010199297],"domain_scores_gemma":[0.9938832,0.00598242,0.000026720334,0.00005687088,0.00002051509,0.000030308753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025545223,0.00007184839,0.00007094787,0.000021223554,0.00002668858,0.000026715301,0.000114767674,0.000077453915,0.9188109],"category_scores_gemma":[0.0012302184,0.000057591,0.00010934425,0.00009624986,0.000007919461,0.00012482688,0.000007847006,0.00016471799,0.000109176275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010160077,0.000015762052,0.00000479741,0.000047565616,0.00004843404,8.6930265e-7,0.00030343098,0.00009885828,0.0000014571608,0.000021624728,0.99766487,0.0017913112],"study_design_scores_gemma":[0.00024043907,0.00003402192,0.106839694,0.003496317,0.000016470916,0.0000060797074,0.000045089724,0.13929424,0.000034294422,0.0013960201,0.74844,0.00015731242],"about_ca_topic_score_codex":0.000016745485,"about_ca_topic_score_gemma":0.000056090368,"teacher_disagreement_score":0.91870177,"about_ca_system_score_codex":0.00001614988,"about_ca_system_score_gemma":0.00009837046,"threshold_uncertainty_score":0.23484929},"labels":[],"label_agreement":null},{"id":"W6977374504","doi":"10.6084/m9.figshare.c.3307545","title":"Kelp forest size alters microbial community structure and function on Vancouver Island, Canada","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kelp; Kelp forest; Ecosystem; Abundance (ecology); Trophic cascade; Trophic level; Detritus; Community structure; Microbial population biology; Productivity","score_opus":0.007284765945873267,"score_gpt":0.1794895443224992,"score_spread":0.17220477837662593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977374504","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026934178,0.00022903227,0.000021601354,0.000012629167,0.0013681749,0.0003128158,0.7877233,0.0001542768,0.20990884],"genre_scores_gemma":[0.6359972,0.00010418982,0.0000427832,0.0011512007,0.0018687514,0.000102597725,0.25003135,0.0013297766,0.10937214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995622,0.000013397694,0.000086287764,0.00009461488,0.00009231633,0.0001511617],"domain_scores_gemma":[0.9996267,0.00010634467,0.000031705145,0.000168001,0.000014604818,0.000052645668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000069656826,0.00019588915,0.00013578779,0.00004147658,0.000048629518,0.00001990448,0.00008389625,0.00017554066,0.09660953],"category_scores_gemma":[0.000044420714,0.0001667674,0.000022246806,0.00002709402,0.0000036202412,0.00003082568,0.000012504184,0.00025753246,0.00007091297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040547584,0.0000023582197,0.00001181356,0.00023793365,0.000036696427,0.0000015179305,0.000012134339,0.00011375708,0.000029402434,0.0000011746351,0.9987049,0.000844273],"study_design_scores_gemma":[0.00029686687,0.000020456288,0.0015355747,0.0015199578,0.000013291716,7.21009e-7,0.000003264315,0.0000765539,0.0000802083,0.000016069904,0.99621695,0.0002200986],"about_ca_topic_score_codex":0.024849312,"about_ca_topic_score_gemma":0.9129853,"teacher_disagreement_score":0.88813597,"about_ca_system_score_codex":0.00008973531,"about_ca_system_score_gemma":0.00004669035,"threshold_uncertainty_score":0.9816443},"labels":[],"label_agreement":null},{"id":"W6977403757","doi":"10.6084/m9.figshare.28735457","title":"Additional file 9 of Facilitators and barriers to implementation of early intensive manual therapies for young children with cerebral palsy across Canada","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; BC Children's Hospital; Dalhousie University; University of Alberta; Glenrose Rehabilitation Hospital; University of Calgary; Alberta Children's Hospital; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Cerebral palsy; Clinical Practice; MEDLINE","score_opus":0.006447094095734908,"score_gpt":0.23181186856815222,"score_spread":0.22536477447241732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977403757","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111037396,0.000020607544,0.000014952002,0.000010673302,0.000012675296,0.00021235984,0.8886465,0.000007176012,0.000037677935],"genre_scores_gemma":[0.6276225,3.8296037e-7,0.00010626985,0.00003283859,0.000005123061,0.00026748722,0.37195203,0.000004852061,0.000008563096],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99967414,0.0000023706473,0.00010244945,0.00006440717,0.0000654003,0.000091211135],"domain_scores_gemma":[0.9996094,0.00015328174,0.000019196174,0.000038945698,0.00014273674,0.00003642548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000058762066,0.000059984282,0.00007705308,0.000019568639,0.000030174147,0.000007813956,0.000033350283,0.000017810642,0.2660326],"category_scores_gemma":[0.00016387737,0.000057177065,0.000014509739,0.000063561085,0.000004617663,0.000057886977,0.0000066571192,0.000023038941,0.0000010552682],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000737055,7.375909e-7,0.002429184,0.000069967544,0.0000754239,7.6101934e-8,0.00068596634,0.00012407242,0.00000682154,0.000004708272,0.99484545,0.0017502161],"study_design_scores_gemma":[0.00031292017,0.000089112145,0.94879085,0.0005821083,0.0000075141406,4.7048096e-7,0.0016680148,0.0001374129,0.001390688,0.000013385572,0.04690703,0.00010049182],"about_ca_topic_score_codex":0.004769744,"about_ca_topic_score_gemma":0.06645926,"teacher_disagreement_score":0.94793844,"about_ca_system_score_codex":0.00002408202,"about_ca_system_score_gemma":0.000083960455,"threshold_uncertainty_score":0.9505754},"labels":[],"label_agreement":null},{"id":"W6990094239","doi":"","title":"The danger of vibration in power transformers","year":2017,"lang":"en","type":"article","venue":"University of Zagreb University Computing Centre (SRCE)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Electromagnetic coil; Vibration; Transformer; Autotransformer; Isolation transformer; Optical fiber; Distribution transformer; Electrical equipment","score_opus":0.0043826333867215995,"score_gpt":0.1623184973374105,"score_spread":0.1579358639506889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990094239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754111,0.00003058942,0.013844487,0.0002081579,0.00019412604,0.00012499413,0.000018285604,0.000034492507,0.010133723],"genre_scores_gemma":[0.9993872,0.000196199,0.00027184212,0.0000027056458,0.0000065216955,2.6504907e-12,0.0000074294317,0.000005896242,0.00012218177],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99945,0.000023000159,0.00010818287,0.00011011656,0.00012908757,0.00017958668],"domain_scores_gemma":[0.99951416,0.00008901124,0.000090567206,0.0001963607,0.000065416345,0.00004445883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011235412,0.00009391033,0.00014199136,0.000102305276,0.0003386765,0.000015680673,0.00035317472,0.00006982825,0.00002283267],"category_scores_gemma":[0.000012469301,0.000106205734,0.00008147666,0.000093209266,0.00016157406,0.00026430906,0.00004086546,0.00011006626,0.000003675103],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008467632,0.00064538035,0.03206285,0.00065318623,0.00094535557,0.00024816036,0.6289972,0.1417855,0.016760811,0.040034078,0.0033056056,0.13371511],"study_design_scores_gemma":[0.00534891,0.00015148298,0.47005555,0.0005512068,0.00017841758,0.0000034609463,0.21159929,0.29205698,0.0047052377,0.00016703819,0.014381014,0.0008013923],"about_ca_topic_score_codex":0.00031618046,"about_ca_topic_score_gemma":0.000548934,"teacher_disagreement_score":0.43799272,"about_ca_system_score_codex":0.000088995606,"about_ca_system_score_gemma":0.000025925616,"threshold_uncertainty_score":0.4330944},"labels":[],"label_agreement":null},{"id":"W6991701011","doi":"","title":"Human exposure to ultraviolet radiation at the Antipodes - a comparison between an Antarctic (67°S) and Arctic (75°N) location","year":2002,"lang":"en","type":"other","venue":"Open Research Online (The Open University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Snow; Latitude; Albedo (alchemy); Polar night; Ultraviolet radiation; Spectroradiometer; Ozone depletion; The arctic; Solstice; Polar","score_opus":0.07949414614806154,"score_gpt":0.3483974546470044,"score_spread":0.26890330849894284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991701011","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25841826,0.0023039747,0.002120106,0.0060485457,0.00047110053,0.020145949,0.0020452507,0.00036293096,0.70808387],"genre_scores_gemma":[0.8503896,0.0017302388,0.00033049256,0.00005336433,0.00024624678,0.000016996732,0.0013526749,0.00023921563,0.1456412],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981771,0.00035888195,0.00021910721,0.00042912556,0.0004136734,0.00040209809],"domain_scores_gemma":[0.99871415,0.00019123526,0.00007375232,0.00068360654,0.00013669857,0.00020057532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072379084,0.00025051643,0.0003416485,0.00044139917,0.0006708095,0.00059057935,0.0020560483,0.00018531,0.0006811086],"category_scores_gemma":[0.000046258367,0.0001990604,0.00003283763,0.0008798823,0.00016787155,0.00046621452,0.000586758,0.00059510185,0.00009802154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041069472,0.0018906189,0.109444745,0.0015358184,0.0020814943,0.00011607981,0.010024604,0.026889652,0.0024116007,0.008347283,0.5970266,0.23982084],"study_design_scores_gemma":[0.001351485,0.00058108015,0.08085447,0.0006318689,0.00015479203,0.0000030526614,0.0009728821,0.0030776195,0.00011089829,0.00008516236,0.9116351,0.00054158753],"about_ca_topic_score_codex":0.0070290808,"about_ca_topic_score_gemma":0.00882687,"teacher_disagreement_score":0.59197134,"about_ca_system_score_codex":0.00031251775,"about_ca_system_score_gemma":0.00005326178,"threshold_uncertainty_score":0.9995832},"labels":[],"label_agreement":null},{"id":"W6992920289","doi":"","title":"Nanodielectrics: A \"Universal\" Panacea for Solving All Electrical Insulation Problems?","year":2010,"lang":"en","type":"article","venue":"Figshare","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Event (particle physics); Product (mathematics); Accident (philosophy); Point (geometry); Circumstantial evidence","score_opus":0.017444654693499238,"score_gpt":0.21904465971039652,"score_spread":0.2016000050168973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992920289","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35080567,0.0065840897,0.05817096,0.0013881328,0.0060049775,0.018699674,0.42559764,0.011535031,0.121213846],"genre_scores_gemma":[0.97495604,0.000017399667,0.0005745831,0.00004598747,0.00012557476,0.00015552684,0.024052108,0.00003917935,0.000033576765],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935776,0.0000026395,0.00013973513,0.00013131574,0.00009837716,0.00027016178],"domain_scores_gemma":[0.9995842,0.00012875062,0.00002417658,0.00010897094,0.00008655385,0.00006736643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032609645,0.00011497039,0.00009380945,0.00010048091,0.00005719334,0.000049400514,0.00010292629,0.00013240639,0.0033800246],"category_scores_gemma":[0.00031320783,0.00012412538,0.000055152424,0.00017671297,0.000001797245,0.0002063778,0.000007244396,0.0001936152,0.00014050415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044345994,0.0002290657,0.00055222574,0.001453634,0.00029481357,0.000011579038,0.0016988084,0.023646818,0.29504964,0.003935043,0.55642885,0.11665514],"study_design_scores_gemma":[0.00044876232,0.000067154746,0.003516799,0.00012834111,0.00001689254,0.0000029996718,0.0000025778277,0.53504723,0.007186874,0.0004184287,0.45288977,0.0002741647],"about_ca_topic_score_codex":0.000003352912,"about_ca_topic_score_gemma":0.000020820044,"teacher_disagreement_score":0.6241504,"about_ca_system_score_codex":0.000043187458,"about_ca_system_score_gemma":0.000025966132,"threshold_uncertainty_score":0.997531},"labels":[],"label_agreement":null},{"id":"W7008863889","doi":"","title":"Cost driven bound tightening for line and voltage constraint screening in AC-OPF","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Constraint (computer-aided design); Control theory (sociology); Line (geometry); Upper and lower bounds; Voltage; Power (physics)","score_opus":0.02190550189694117,"score_gpt":0.2512276424484012,"score_spread":0.22932214055146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008863889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94559336,0.001613481,0.00061455497,0.000017180186,0.002182144,0.0028044286,0.0044221627,0.00050510414,0.042247575],"genre_scores_gemma":[0.9919607,0.0010585473,0.0024277698,0.000060412873,0.000049836326,0.00033586656,0.00316863,0.00016213382,0.00077609706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752134,0.000040327595,0.0008444095,0.00064362714,0.00029899477,0.0006513181],"domain_scores_gemma":[0.99869835,0.000473339,0.00014584886,0.00028964685,0.00019392518,0.0001989078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043784923,0.0006266947,0.00067595404,0.000596739,0.00044622677,0.00014263339,0.0002646244,0.0006892924,0.000034954006],"category_scores_gemma":[0.00037781263,0.00074535364,0.0001834184,0.00038146687,0.000039131148,0.0005177557,0.000033033917,0.0010634371,0.000008724878],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022674342,0.00012573155,0.00018672043,0.0025206609,0.000507708,0.00006324608,0.00007188984,0.009710124,0.041177616,0.041487336,0.000014019683,0.9039082],"study_design_scores_gemma":[0.017067458,0.00081830996,0.024854505,0.017930763,0.0018071454,0.00005698323,0.0018927391,0.1315859,0.36080486,0.044546086,0.39001277,0.008622488],"about_ca_topic_score_codex":0.000104744235,"about_ca_topic_score_gemma":0.0016938699,"teacher_disagreement_score":0.8952857,"about_ca_system_score_codex":0.00027913277,"about_ca_system_score_gemma":0.000042002946,"threshold_uncertainty_score":0.99949974},"labels":[],"label_agreement":null},{"id":"W7033320114","doi":"","title":"Práticas da enfermeira de ligação para a continuidade do cuidado","year":2017,"lang":"pt","type":"article","venue":"Repositório Digital Institucional da UFPR (Universidade Federal do Paraná)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université Laval","keywords":"Government (linguistics); Action (physics); Agency (philosophy); Qualitative research; Control (management)","score_opus":0.030654130991525485,"score_gpt":0.2700895829540209,"score_spread":0.23943545196249544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033320114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8123339,0.0030953991,0.013870228,0.0016776833,0.002015926,0.0012498649,0.0011053762,0.00045012773,0.16420153],"genre_scores_gemma":[0.99439424,0.0006544506,0.00037303194,0.00013543396,0.00051667896,0.000029643445,0.00036445458,0.00017944766,0.0033526416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9948054,0.00006957648,0.0010788741,0.001290573,0.0010744629,0.0016811067],"domain_scores_gemma":[0.996322,0.00023749379,0.00053613435,0.0015385561,0.00032084028,0.0010450141],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002879535,0.0011837009,0.0010950423,0.0004672557,0.0023472959,0.009619905,0.0014726545,0.0008404214,0.00030192133],"category_scores_gemma":[0.00030687772,0.0013972231,0.00080255367,0.00031433778,0.00056046364,0.005419731,0.00041416963,0.0011334831,0.00076774124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046715955,0.006370515,0.13219157,0.005878933,0.011383131,0.026376864,0.024300689,0.051465355,0.0495166,0.5680051,0.025711514,0.09412814],"study_design_scores_gemma":[0.023883859,0.0023589486,0.5296717,0.011214658,0.0022224146,0.0047597853,0.0035483004,0.09011748,0.010203212,0.009830831,0.30006424,0.012124563],"about_ca_topic_score_codex":0.00034116136,"about_ca_topic_score_gemma":0.00007862265,"teacher_disagreement_score":0.55817425,"about_ca_system_score_codex":0.0008913062,"about_ca_system_score_gemma":0.00053409545,"threshold_uncertainty_score":0.9989515},"labels":[],"label_agreement":null},{"id":"W7037280072","doi":"","title":"Early Music and the Choir of King's College, Cambridge, 1958 to 2015","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Schulich School of Music; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Choir; Style (visual arts); Vocal music; Singing; Music education; Music; Period (music)","score_opus":0.011000577081041766,"score_gpt":0.22471193112172258,"score_spread":0.2137113540406808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037280072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660374,0.00067661447,0.0000012265343,0.000024002435,0.0019223802,0.0009972503,0.0020195367,0.00013310049,0.12818849],"genre_scores_gemma":[0.9957036,0.0007199579,0.00012210433,0.00007074175,0.00006407064,0.0001439726,0.00031331636,0.00017077327,0.002691498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977019,0.000078855024,0.0007048188,0.00049147336,0.00053445145,0.00048853963],"domain_scores_gemma":[0.99818337,0.00026058516,0.00025890634,0.0007618772,0.00028656085,0.0002486881],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006105585,0.0005425349,0.0007398819,0.00030880506,0.00065196434,0.00010705273,0.00060137484,0.00047004627,0.00003715995],"category_scores_gemma":[0.00045407852,0.0005081632,0.00021848154,0.0002635912,0.00008478158,0.00047133534,0.000044293905,0.0008083914,0.00007158706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016509935,0.00036671886,0.0003648665,0.0035941547,0.0021742024,0.000102822916,0.00033517944,0.0020806598,0.06113957,0.5114502,0.00070973334,0.41603094],"study_design_scores_gemma":[0.011686955,0.0006600521,0.33128318,0.004159913,0.0017594511,0.000044774228,0.00041246574,0.0019130467,0.11144399,0.014911901,0.517079,0.004645288],"about_ca_topic_score_codex":0.0009141887,"about_ca_topic_score_gemma":0.0016353531,"teacher_disagreement_score":0.5163693,"about_ca_system_score_codex":0.00017014047,"about_ca_system_score_gemma":0.000029584104,"threshold_uncertainty_score":0.999737},"labels":[],"label_agreement":null},{"id":"W7042600448","doi":"","title":"Performance of EHD assisted convective boiling heat exchangers utilizing dielectric fluids","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Boiling; Heat exchanger; Electrohydrodynamics; Heat transfer; Pressure drop; Convection; Convective heat transfer","score_opus":0.01161467540242888,"score_gpt":0.19749156990173827,"score_spread":0.1858768944993094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042600448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37806913,0.00040886638,0.00060592906,0.0000024217475,0.0008114611,0.0002439719,0.00003108047,0.00014054279,0.6196866],"genre_scores_gemma":[0.9589671,0.0007108453,0.00026515772,0.000007156202,0.00009070356,0.0000021937667,0.00034468865,0.00007692056,0.039535265],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886197,0.000024143104,0.00026226012,0.00029065972,0.00021889505,0.0003420888],"domain_scores_gemma":[0.99944305,0.000049811137,0.00006895689,0.00018304825,0.00017018981,0.000084946034],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059770584,0.0003328586,0.00037630257,0.00037091327,0.00010811377,0.000024218816,0.00023557276,0.00032106892,0.0059753396],"category_scores_gemma":[0.0000089505575,0.00040650368,0.00013628998,0.00072176906,0.00003999508,0.00027848344,0.000012111999,0.00027767086,0.00002719423],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010814195,0.00020803358,0.0054864557,0.005462226,0.0015263708,0.00006576507,0.008853856,0.0037365207,0.0711445,0.00054528256,0.0011122292,0.90077734],"study_design_scores_gemma":[0.0048641167,0.0016388741,0.06102142,0.004409709,0.0017785357,0.000014294983,0.01105528,0.36517626,0.28365028,0.000033380333,0.2627993,0.0035585628],"about_ca_topic_score_codex":0.000050641458,"about_ca_topic_score_gemma":0.00018646292,"teacher_disagreement_score":0.89721876,"about_ca_system_score_codex":0.00024065978,"about_ca_system_score_gemma":0.00005801905,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W7063917081","doi":"","title":"Analyse des outils administratifs et des mesures de lutte aux îlots de chaleur dans les milieux de vie des communautés thermiquement vulnérables à Montréal","year":2013,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Context (archaeology); Deformation monitoring; Work (physics)","score_opus":0.019280784494934186,"score_gpt":0.2360685610821659,"score_spread":0.2167877765872317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063917081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6203284,0.03763266,0.21926709,0.00009281497,0.00016502611,0.00046864804,0.00011324278,0.00007321834,0.1218589],"genre_scores_gemma":[0.9427746,0.016914424,0.0303506,0.000017069453,0.00006351732,0.000005155325,0.000034763503,0.0000870161,0.009752881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9978788,0.00034411656,0.00049420283,0.00033665754,0.0003118847,0.00063432654],"domain_scores_gemma":[0.99867105,0.00021107332,0.0001575715,0.00046719605,0.00022883409,0.00026427917],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043401468,0.00056468643,0.00060968316,0.00024332377,0.00092900975,0.000054704327,0.0009976452,0.00047776278,0.00038684928],"category_scores_gemma":[0.000111406145,0.00056202983,0.00050295907,0.00027307143,0.0021743318,0.00025215946,0.0001879049,0.00046381648,0.000033256623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017940118,0.0014781622,0.14466418,0.012957384,0.0025953543,0.000055883913,0.062873766,0.5996189,0.109537244,0.035548694,0.0012549132,0.029236116],"study_design_scores_gemma":[0.0014563472,0.00025678787,0.74670696,0.0159606,0.0015006502,0.000086630935,0.001504183,0.13113798,0.07311179,0.00354897,0.023843912,0.0008851542],"about_ca_topic_score_codex":0.04577819,"about_ca_topic_score_gemma":0.33404532,"teacher_disagreement_score":0.6020428,"about_ca_system_score_codex":0.0034914555,"about_ca_system_score_gemma":0.00077860506,"threshold_uncertainty_score":0.99968314},"labels":[],"label_agreement":null},{"id":"W7064029682","doi":"","title":"Biden says he wants to confront China. Is Trudeau willing to go along?","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Prime minister; Negotiation","score_opus":0.0050550214602418,"score_gpt":0.18143525735415938,"score_spread":0.17638023589391758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064029682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021768699,0.00065451,0.000074441436,0.00023589829,0.00075939955,0.0005831313,0.0005878335,0.00022839522,0.9966587],"genre_scores_gemma":[0.0029614326,0.000561813,0.0025208783,0.0005539525,0.0002028041,0.000029289831,0.0003852306,0.00020798093,0.9925766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983125,0.000019525909,0.0006624149,0.00022097869,0.00040598013,0.000378627],"domain_scores_gemma":[0.99912035,0.000045248227,0.00012174234,0.00036615448,0.00010471486,0.00024176278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001271767,0.00039437358,0.0004701937,0.00014683107,0.00004663336,0.00008257977,0.00023513263,0.00033252322,0.19548877],"category_scores_gemma":[0.00007029712,0.00042824008,0.00013800456,0.000021263031,0.000023283652,3.7367e-7,0.00004667747,0.00022636187,0.0100915665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015161766,0.00001664675,0.0000046711834,0.00046597424,0.000110499874,0.00001485589,0.00055811764,0.01181797,0.00000525995,0.000013182167,0.98459256,0.0023850775],"study_design_scores_gemma":[0.00031371147,0.00008058615,0.0001118009,0.0007156727,0.000051261068,0.000019962099,0.000037777845,0.00044511064,0.00011530567,0.0000047126528,0.9976288,0.00047531285],"about_ca_topic_score_codex":0.0022768902,"about_ca_topic_score_gemma":0.0016449977,"teacher_disagreement_score":0.1853972,"about_ca_system_score_codex":0.00008600154,"about_ca_system_score_gemma":0.000025308766,"threshold_uncertainty_score":0.99981695},"labels":[],"label_agreement":null},{"id":"W7064054322","doi":"","title":"Black Krishna and Mark Bills on CKLN - Connie Fogal on Money, Power, Sovereignty and the NAU","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"nobody; Prime minister; Merge (version control); Sovereignty; Complaint; Fell; Debt","score_opus":0.00400254894600413,"score_gpt":0.1701197284453408,"score_spread":0.16611717949933666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064054322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051453034,0.0005075031,0.0000025849286,0.00007743584,0.00028319773,0.0005294051,0.00018140933,0.000132668,0.99777126],"genre_scores_gemma":[0.08617759,0.0037366713,0.00013984766,0.00050262327,0.00012563574,0.000010866685,0.00010385957,0.00015610807,0.90904677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988063,0.000028464117,0.00043794347,0.00015620384,0.00031712666,0.0002539921],"domain_scores_gemma":[0.9991734,0.00028545657,0.00015490476,0.00024398601,0.000044063643,0.000098188844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024624405,0.0003391344,0.000352393,0.00011179886,0.000054683835,0.00006403987,0.00013396767,0.0003412202,0.04353947],"category_scores_gemma":[0.000064465785,0.00026528892,0.00008101766,0.0000093894605,0.00023186451,3.8107487e-7,0.000024677904,0.00030460532,0.0013951081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013418242,0.00001946059,0.0000018087882,0.00024795913,0.00008144479,0.000005033784,0.00019081752,0.001124708,1.682485e-7,0.0011810035,0.9953911,0.0016223403],"study_design_scores_gemma":[0.0014932035,0.0001699205,0.00007224333,0.0003124786,0.000046876256,0.000014810868,0.00005654086,0.00051991193,0.00001492842,0.00008508055,0.9969191,0.00029489046],"about_ca_topic_score_codex":0.0004943079,"about_ca_topic_score_gemma":0.00009405782,"teacher_disagreement_score":0.088724464,"about_ca_system_score_codex":0.00003234058,"about_ca_system_score_gemma":0.000007922938,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W7064107534","doi":"","title":"Analyse bayÃ©sienne et classification pour modÃ¨les continus modifiÃ©s Ã  zÃ©ro","year":2010,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maximum likelihood; Random noise; Distribution (mathematics)","score_opus":0.004852864723375993,"score_gpt":0.15186078443045095,"score_spread":0.14700791970707497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064107534","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039455246,0.0011566418,0.0067446083,0.004745363,0.0008903301,0.0003779584,0.0015783577,0.00003271206,0.94501877],"genre_scores_gemma":[0.90596086,0.0013429448,0.0035181043,0.00031086296,0.00018981384,0.000017497368,0.0001319863,0.0001579347,0.08836999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750084,0.00006386111,0.00051752885,0.00037980117,0.0010932849,0.00044468194],"domain_scores_gemma":[0.9987064,0.0003455615,0.00024089693,0.00033010473,0.0000016157763,0.00037541828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000018292863,0.00044923185,0.0004915142,0.00007309915,0.00012282848,0.000056747474,0.0002847219,0.00018242573,0.0010440258],"category_scores_gemma":[0.000009163881,0.00048274588,0.000071415925,0.00010383096,0.000104405204,0.00031406645,0.000053593863,0.0005014646,4.576593e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026623256,0.00018982078,0.039440285,0.0015744112,0.0010270007,0.00014466168,0.0003953944,0.009604727,0.17467123,0.59736603,0.009558182,0.16576204],"study_design_scores_gemma":[0.00096355885,0.000079746234,0.28364888,0.00072427257,0.0002556986,0.000010066735,0.0012314721,0.1924533,0.04238831,0.002058962,0.47511116,0.0010745793],"about_ca_topic_score_codex":0.013677161,"about_ca_topic_score_gemma":0.17652677,"teacher_disagreement_score":0.8665056,"about_ca_system_score_codex":0.000023925422,"about_ca_system_score_gemma":0.0012781769,"threshold_uncertainty_score":0.99986917},"labels":[],"label_agreement":null},{"id":"W7064194163","doi":"","title":"Aplicación para obtener el área foliar desde imágenes obtenidas en un escáner","year":2016,"lang":"es","type":"other","venue":"Institutional Repository (Universidad Autónoma del Estado de México)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade de Santiago de Compostela; Universidad de Concepción; Instituto Politécnico Nacional; Royal Swedish Academy of Sciences; Keele University; Universidad Autónoma del Estado de México; Simon Fraser University; Amity University; Universität St. Gallen; Universidad Autónoma Chapingo; University of the Punjab","keywords":"Measure (data warehouse); Limiting; Order (exchange); Work (physics)","score_opus":0.008997004704775553,"score_gpt":0.22523713322112004,"score_spread":0.2162401285163445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064194163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15679196,0.0036496622,0.18350574,0.0005425139,0.004408236,0.001269912,0.00078933133,0.0009270718,0.6481156],"genre_scores_gemma":[0.9415162,0.0020154067,0.0038524931,0.00014505378,0.0018303834,0.00008529296,0.0002378212,0.00044624996,0.049871095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569285,0.0001805649,0.00082386844,0.0011813611,0.00092173595,0.0011996186],"domain_scores_gemma":[0.9974191,0.0003372739,0.00036082068,0.0009437177,0.00028322925,0.0006558124],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025613004,0.0011952537,0.0008712986,0.000986832,0.00094149867,0.0002580951,0.0009553281,0.0014282911,0.0012904535],"category_scores_gemma":[0.00007251452,0.0012233462,0.0006369679,0.00048551458,0.0006047879,0.0008996667,0.00017021534,0.0007420199,0.001417259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040811708,0.0010434765,0.018439071,0.0011502214,0.0037907115,0.0054058884,0.0010277168,0.024897458,0.063900985,0.83418894,0.0070110136,0.038736384],"study_design_scores_gemma":[0.0045264936,0.00028762096,0.19627914,0.0029796218,0.001452811,0.0015958335,0.00019622219,0.018584022,0.013752776,0.006035491,0.7503155,0.0039944635],"about_ca_topic_score_codex":0.00060199096,"about_ca_topic_score_gemma":0.000028663002,"teacher_disagreement_score":0.8281535,"about_ca_system_score_codex":0.0020212498,"about_ca_system_score_gemma":0.0011386984,"threshold_uncertainty_score":0.99986804},"labels":[],"label_agreement":null},{"id":"W7064197649","doi":"","title":"Building a case for self-regulating as a socially constructed phenomenon","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phenomenon; Social phenomenon; Perspective (graphical); Field (mathematics); Limit (mathematics)","score_opus":0.002131727212363756,"score_gpt":0.14351863834266282,"score_spread":0.14138691113029905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064197649","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044354023,0.0005646022,0.00068421,0.0001445468,0.00026593645,0.00039148921,0.0011040074,0.00008595138,0.9923239],"genre_scores_gemma":[0.91342413,0.0010799747,0.03279868,0.0005076329,0.00050791056,0.000066663015,0.00009293668,0.0007311723,0.050790887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988388,0.000011484611,0.00023692696,0.00017086146,0.00047901805,0.0002629437],"domain_scores_gemma":[0.9995271,0.00014329782,0.000081923245,0.000103701444,2.2552497e-7,0.0001437387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000040731943,0.00023150224,0.00027814793,0.000037984773,0.0000880703,0.000021856207,0.000090856,0.00006141911,0.00013069749],"category_scores_gemma":[0.0000010508879,0.0002594235,0.00003037556,0.000048332837,0.000028366248,0.00009418541,0.000015699543,0.00009630831,1.6887985e-9],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062587194,0.00013393797,0.001650854,0.009644149,0.004015316,0.0017629435,0.0010813972,0.005146112,0.026642501,0.5811171,0.13655673,0.23162311],"study_design_scores_gemma":[0.0016278232,0.0001144406,0.00047223727,0.0009844245,0.00023298002,0.00014625881,0.00072306825,0.039216984,0.011699576,0.004154547,0.93938357,0.0012440741],"about_ca_topic_score_codex":0.0021333173,"about_ca_topic_score_gemma":0.019335467,"teacher_disagreement_score":0.94153297,"about_ca_system_score_codex":0.000008710628,"about_ca_system_score_gemma":0.0007725933,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W7064210849","doi":"","title":"Burgos, wash day on the Arlanzon - Spain","year":2013,"lang":"en","type":"other","venue":"Rice University's digital scholarship archive (Rice University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parenthesis; Order (exchange); Mail order; Negative","score_opus":0.008096751335735024,"score_gpt":0.15896678856945226,"score_spread":0.15087003723371722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064210849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037369595,0.000101861966,0.008236602,0.00018607153,0.00037397712,0.0005957561,0.0010137717,0.0007178777,0.98503715],"genre_scores_gemma":[0.17124839,0.0022641218,0.00022312526,0.00019757918,0.000333283,9.381894e-7,0.0008135565,0.0006124728,0.82430655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981324,0.00014197224,0.00015324149,0.0005354224,0.00042684138,0.0006100912],"domain_scores_gemma":[0.99840176,0.0005085324,0.00012324384,0.0005884207,0.000057063975,0.00032097698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010919756,0.0005742712,0.00036488372,0.0012097714,0.00026388452,0.0002607302,0.0011581408,0.00034252668,0.0005059625],"category_scores_gemma":[0.00007088664,0.000575045,0.0002583534,0.0008919741,0.00017923505,0.0009668156,0.00018048898,0.0010280542,0.0016036071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021123231,0.00073736947,0.0015212601,0.0007500501,0.0026198197,0.0015759887,0.001299383,0.0023839844,0.0014366572,0.25825188,0.7145864,0.014626039],"study_design_scores_gemma":[0.00059130345,0.00008655717,0.0029087723,0.00035166886,0.00014320138,0.0000036500096,0.0004316929,0.00042019377,0.000027695722,0.00026858188,0.9940001,0.00076658744],"about_ca_topic_score_codex":0.00016375599,"about_ca_topic_score_gemma":0.0000673124,"teacher_disagreement_score":0.27941373,"about_ca_system_score_codex":0.00041032344,"about_ca_system_score_gemma":0.00006634774,"threshold_uncertainty_score":0.9996701},"labels":[],"label_agreement":null},{"id":"W7064231958","doi":"","title":"Avangrid Second Quarter 2024 Financial Results Available on Company’s Website","year":2024,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Payment; The Internet; Financial services; Work (physics)","score_opus":0.008813406555124567,"score_gpt":0.20263484111890503,"score_spread":0.19382143456378048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064231958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022256123,0.0014204356,0.00030829274,0.00006402666,0.005169589,0.00022551414,0.001119777,0.0007091946,0.9909609],"genre_scores_gemma":[0.0011653252,0.000351735,0.00015232779,0.00013770028,0.0010160628,0.000017918645,0.00023450973,0.00041985413,0.99650455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900675,0.0000059417803,0.00025915809,0.00030340676,0.00015918506,0.00026554722],"domain_scores_gemma":[0.9995984,0.000021979204,0.000021897084,0.00027819638,0.00001062916,0.00006892637],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000056980876,0.00030382661,0.00025848814,0.0002676331,0.000014013174,0.0000741119,0.00010691217,0.00029535088,0.026456764],"category_scores_gemma":[0.0000073417687,0.00027660685,0.00009135044,0.00011568403,0.000014829925,0.000039476403,0.0000090105395,0.00034138156,0.05124718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067020023,0.000014230877,0.0000012219954,0.000256497,0.000052551477,0.000012334326,0.00004069277,0.000081800674,0.000021838243,0.00045331405,0.9987644,0.00029443382],"study_design_scores_gemma":[0.00030915148,0.0000540325,0.000057829177,0.00047445067,0.000031169464,0.0000012830461,0.0000026796681,0.0022421456,0.00016523438,0.000105079285,0.9962142,0.00034270907],"about_ca_topic_score_codex":0.000057083726,"about_ca_topic_score_gemma":0.00060655846,"teacher_disagreement_score":0.024790416,"about_ca_system_score_codex":0.000048879592,"about_ca_system_score_gemma":0.000022373446,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W7064281945","doi":"","title":"Asymmetrical digital subscriber line (ADSL) over ultra-long telephone lines","year":2001,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telephone line; Digital subscriber line; Line (geometry); Asymmetric digital subscriber line; Telephony; Electric power transmission","score_opus":0.0026983616924524086,"score_gpt":0.1379103060065407,"score_spread":0.13521194431408828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064281945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023394383,0.0021571754,0.0012702399,0.00025380572,0.0005923999,0.0001942056,0.0012740177,0.00007165687,0.99184704],"genre_scores_gemma":[0.71772146,0.005184775,0.00042430274,0.00041886047,0.0005446046,0.000011533748,0.00023327822,0.0004426818,0.27501848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806005,0.000009190276,0.0003020955,0.00022188594,0.0010762748,0.00033048762],"domain_scores_gemma":[0.9993373,0.00015520773,0.00007546583,0.00018155338,4.1334934e-7,0.00025003016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000003940973,0.00032112177,0.0003591459,0.00007961047,0.000039638817,0.000041700776,0.00016802385,0.00008955225,0.0003154842],"category_scores_gemma":[0.0000039711867,0.0003170699,0.000043561155,0.00015739973,0.000044036027,0.00023032958,0.000025604468,0.00019732724,1.8427686e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034802046,0.00031726548,0.14634737,0.0029769486,0.0019198541,0.0010881731,0.0001222741,0.0032560618,0.0073173568,0.019308902,0.6644172,0.15258054],"study_design_scores_gemma":[0.0005790646,0.00005656849,0.022437138,0.00040547017,0.0000556366,0.00001072182,0.00008050375,0.0034104239,0.015442258,0.00013860063,0.9566811,0.0007025211],"about_ca_topic_score_codex":0.0025785067,"about_ca_topic_score_gemma":0.020987708,"teacher_disagreement_score":0.7168286,"about_ca_system_score_codex":0.000009172567,"about_ca_system_score_gemma":0.00027600967,"threshold_uncertainty_score":0.9999281},"labels":[],"label_agreement":null},{"id":"W7064285716","doi":"","title":"Azərbaycanda ümumi təhsil pilləsində çalışan təhsilverənlərin neyromiflərə inanc göstəricilərinin araşdırılması","year":2022,"lang":"az","type":"dissertation","venue":"Khazar University Institutional Repository (Khazar University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human physiology; Ovary; Significant difference","score_opus":0.006257009237076695,"score_gpt":0.17639660027544468,"score_spread":0.17013959103836798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064285716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6178968,0.0011883938,0.0028272867,0.00018735898,0.009977278,0.0015076154,0.0018480525,0.000875553,0.36369163],"genre_scores_gemma":[0.9205138,0.0029979222,0.0004945438,0.0000785487,0.0005439314,0.0000040691743,0.0052243783,0.00018122364,0.0699616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931692,0.0004616222,0.0010327096,0.0019477882,0.0018841634,0.00150453],"domain_scores_gemma":[0.9960109,0.0003580343,0.0007615183,0.0012145238,0.00072722987,0.00092777],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00037610115,0.001633308,0.0013982042,0.0029476613,0.0053072665,0.0002571694,0.0021361317,0.0013406695,0.001145382],"category_scores_gemma":[0.00010707701,0.0024018246,0.0011424822,0.0030243227,0.00073007616,0.0021574714,0.00046285184,0.002652308,0.00033471783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073459693,0.004748438,0.020032194,0.0037007446,0.00817764,0.039134644,0.015393885,0.40391016,0.022772457,0.44703904,0.019245189,0.008499649],"study_design_scores_gemma":[0.005558624,0.00060436514,0.023771498,0.0008621981,0.0019783918,0.0002536446,0.010232107,0.008785477,0.0030507417,0.00012610389,0.9413537,0.003423173],"about_ca_topic_score_codex":0.0031570413,"about_ca_topic_score_gemma":0.0008153099,"teacher_disagreement_score":0.9221085,"about_ca_system_score_codex":0.007533259,"about_ca_system_score_gemma":0.0034403678,"threshold_uncertainty_score":0.9999558},"labels":[],"label_agreement":null},{"id":"W7064288973","doi":"","title":"Challenges in Accessing Information in Digitized 19th-Century Czech Texts: Paper - iPRES 2012 - Digital Curation Institute, iSchool, Toronto","year":2012,"lang":"en","type":"article","venue":"Phaidra (Universität Wien)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Spelling; Digital curation; Conjunction (astronomy); Character encoding; Data curation; Character (mathematics); Digital Archives","score_opus":0.018293190886784102,"score_gpt":0.22166055206463117,"score_spread":0.20336736117784707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064288973","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120326295,0.025617106,0.5733426,0.00052406423,0.0025419164,0.00096444396,0.00008785577,0.0006231531,0.27597255],"genre_scores_gemma":[0.9950554,0.0045438916,0.00010131156,0.000028262888,0.00007849559,0.0000083519735,0.00015210109,0.000014848191,0.000017360058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906963,0.00001231244,0.00024999166,0.00011653398,0.00018658211,0.00036492],"domain_scores_gemma":[0.9996395,0.000037979968,0.0000442672,0.00014198154,0.000031742587,0.00010452408],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000097088625,0.0001752967,0.0001610673,0.00022929131,0.000060289756,0.00013102709,0.0001407113,0.00011582162,0.00008317334],"category_scores_gemma":[0.000026543003,0.00020095713,0.000040476498,0.00021038576,0.000025030755,0.89820987,0.0000322821,0.00014600335,0.000057293968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008212487,0.00026198974,0.00039265252,0.0002266112,0.0000589575,0.000008330743,0.016911514,0.007720294,0.00062193815,0.57357305,0.000031451662,0.40011105],"study_design_scores_gemma":[0.012525232,0.00019956927,0.050336316,0.0013222967,0.00013330542,0.00003526969,0.013370724,0.061590523,0.00012538422,0.060817942,0.7964173,0.0031261144],"about_ca_topic_score_codex":0.00009348063,"about_ca_topic_score_gemma":0.00058858516,"teacher_disagreement_score":0.8980788,"about_ca_system_score_codex":0.0003755963,"about_ca_system_score_gemma":0.000021870184,"threshold_uncertainty_score":0.8194794},"labels":[],"label_agreement":null},{"id":"W7064316071","doi":"","title":"Canadian doctors offer virtual refresher training for Ukrainian health-care workers","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Training (meteorology); First world war; The Internet","score_opus":0.007493548074278053,"score_gpt":0.18975766638314528,"score_spread":0.18226411830886724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064316071","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005901121,0.00079509825,0.000002930154,0.00017339995,0.0008771314,0.00076905824,0.00144682,0.00023449211,0.99564207],"genre_scores_gemma":[0.0066258074,0.00026089573,0.000802924,0.0004683331,0.00019451448,0.00009510113,0.0020672313,0.00029311283,0.98919207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845386,0.000027255524,0.0005831939,0.00016865265,0.00027754705,0.00048949587],"domain_scores_gemma":[0.9991757,0.000088275505,0.0001665565,0.00024676818,0.00005845086,0.0002641929],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015844149,0.00033157575,0.00039216946,0.000196194,0.00012411966,0.000046393026,0.00024121924,0.00028779634,0.23531406],"category_scores_gemma":[0.000045069297,0.00038205125,0.00016043433,0.000013961864,0.00003833703,3.5340395e-7,0.000015631418,0.0002848072,0.0006019935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018450884,0.0000052872347,0.0000037402867,0.00042582475,0.00008458694,0.0000028730753,0.0029915236,0.0066342712,3.374232e-8,0.000022442895,0.98220444,0.0076065403],"study_design_scores_gemma":[0.0004892052,0.00016415925,0.000016190957,0.00016841061,0.000029658542,0.000006144841,0.0010673559,0.00012999146,7.079567e-7,0.0000014729465,0.9975554,0.00037131095],"about_ca_topic_score_codex":0.07548262,"about_ca_topic_score_gemma":0.19123024,"teacher_disagreement_score":0.23471206,"about_ca_system_score_codex":0.00044935127,"about_ca_system_score_gemma":0.00016460897,"threshold_uncertainty_score":0.99986315},"labels":[],"label_agreement":null},{"id":"W7064351868","doi":"","title":"2024-01-07 - BTWRLM558 - Subverting The Republic","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pretext; Government (linguistics); Subpoena; State (computer science); Limiting; Circumstantial evidence","score_opus":0.010606107066438171,"score_gpt":0.22263661282172476,"score_spread":0.2120305057552866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064351868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027209954,0.0029119775,0.017015506,0.00020317726,0.0047317725,0.0007140843,0.0008210552,0.0012225109,0.9721078],"genre_scores_gemma":[0.051703107,0.00094573095,0.0004962178,0.00022111739,0.0012604545,0.00014068285,0.0007024261,0.0013165826,0.9432137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969217,0.00011050369,0.0007659835,0.00080771704,0.0004475638,0.0009465161],"domain_scores_gemma":[0.9984601,0.00032582323,0.00014800207,0.0007853528,0.000017410815,0.00026332427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025535692,0.00084035884,0.0005939332,0.0006859927,0.000029150568,0.0003860202,0.0011470706,0.00022879109,0.014377856],"category_scores_gemma":[0.000075609365,0.0006581209,0.00049080595,0.00019370798,0.00026286507,0.00011457826,0.00035003648,0.001449437,0.010629534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021580743,0.000033947614,0.00006465192,0.00042032034,0.00071395515,0.00008222435,0.0019871579,0.000100379,0.00011440991,0.005593718,0.98986566,0.0010019824],"study_design_scores_gemma":[0.00027679565,0.00009403917,0.000328885,0.0019297953,0.00015885921,0.00004633836,0.00004433983,0.030432584,0.000195308,0.0037922328,0.96198875,0.0007120524],"about_ca_topic_score_codex":0.0062106783,"about_ca_topic_score_gemma":0.010533886,"teacher_disagreement_score":0.051431004,"about_ca_system_score_codex":0.00009018791,"about_ca_system_score_gemma":0.00004271468,"threshold_uncertainty_score":0.999587},"labels":[],"label_agreement":null},{"id":"W7064396150","doi":"","title":"Brochure confidentielle que Sir John et les ministres tories ont expediee aux electeurs d'Ontario pour soulever les prejuges contre les Catholiques et leur faire enlever leurs droits aux ecoles separees.","year":2014,"lang":"fr","type":"article","venue":"QSpace (Queen's University Library)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Power (physics); Context (archaeology); Field (mathematics)","score_opus":0.012379318035801796,"score_gpt":0.20812128266766702,"score_spread":0.19574196463186522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064396150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8549233,0.0025750862,0.008484849,0.10295077,0.0015326004,0.00090663525,0.00074766425,0.0010137041,0.02686541],"genre_scores_gemma":[0.805445,0.0045532864,0.0017983526,0.00026489625,0.00030761262,0.0000067133524,0.00042082963,0.0001589374,0.18704432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967669,0.0004888445,0.00047477442,0.00084123603,0.00047594408,0.0009522826],"domain_scores_gemma":[0.9979036,0.000640081,0.00024251008,0.0005402838,0.00025125252,0.00042228505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013834203,0.0009177252,0.0008069092,0.0003409078,0.0006602295,0.00047597094,0.0006815296,0.00084640883,0.00075213687],"category_scores_gemma":[0.00012015211,0.0011151995,0.00039028225,0.00031209484,0.00039621769,0.003268609,0.00024715564,0.0010650791,0.00004901209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036207947,0.0006105409,0.25736058,0.0010212678,0.0009042648,0.00033272017,0.032056853,0.009219032,0.00025944883,0.18779261,0.50680125,0.0032793216],"study_design_scores_gemma":[0.0015679725,0.0003569947,0.14509219,0.00085487356,0.00036373586,0.00000499004,0.007896136,0.000328273,0.0068689818,0.0014973062,0.83371323,0.001455333],"about_ca_topic_score_codex":0.29659623,"about_ca_topic_score_gemma":0.20455071,"teacher_disagreement_score":0.32691196,"about_ca_system_score_codex":0.00040476356,"about_ca_system_score_gemma":0.0010723962,"threshold_uncertainty_score":0.99912983},"labels":[],"label_agreement":null},{"id":"W7064396828","doi":"","title":"Cartier Wind Energy Delivering Additional Power to Quebec","year":2011,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind power; Power (physics); Energy (signal processing); Field (mathematics); Renewable energy","score_opus":0.005736098364926944,"score_gpt":0.17009311309237318,"score_spread":0.16435701472744624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064396828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026499629,0.00020447386,0.020420555,0.000006711186,0.0005249211,0.00007056975,0.000803034,0.00034156296,0.97760165],"genre_scores_gemma":[0.025231868,0.00021578703,0.0024528815,0.00037647426,0.00049600075,0.00005051647,0.0012679528,0.00083928765,0.96906924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994411,0.0000028827824,0.00011850536,0.00013963121,0.00011240727,0.00018550274],"domain_scores_gemma":[0.99972177,0.00001330968,0.000011748284,0.00013855215,0.000016065713,0.00009855164],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000109468065,0.00018364654,0.00013410435,0.00018168412,0.000012451792,0.000016643768,0.00008408264,0.00016482781,0.16023771],"category_scores_gemma":[0.000003563484,0.00018719748,0.000049597675,0.00006513666,0.000009195376,0.000041572068,0.000010328783,0.000065200285,0.0007966686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.597983e-7,0.000007847518,0.0000032255673,0.000011419402,0.000054580767,0.0000026321823,0.0000415735,0.0003599934,0.00004546634,0.0029922707,0.99435866,0.002121349],"study_design_scores_gemma":[0.00006414293,0.000011761971,0.0004655778,0.00009740017,0.000010703562,8.210702e-7,0.0000030063331,0.00019624305,0.00019466219,0.000036138063,0.99866194,0.00025757807],"about_ca_topic_score_codex":0.0052326075,"about_ca_topic_score_gemma":0.011220701,"teacher_disagreement_score":0.15944104,"about_ca_system_score_codex":0.000049193983,"about_ca_system_score_gemma":0.000017762262,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W7064429890","doi":"","title":"Certain Days and P4W Memorial interviews","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Theme (computing); Politics; Work (physics)","score_opus":0.005381154127465785,"score_gpt":0.18130168807211214,"score_spread":0.17592053394464635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064429890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022469076,0.00074062037,0.0000136536355,0.000052304513,0.0008483121,0.00028681237,0.00020273401,0.00020524772,0.99762785],"genre_scores_gemma":[0.0014705281,0.0028372433,0.00030971286,0.00005663337,0.0003017547,0.000013223173,0.00011247566,0.00012949368,0.9947689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990356,0.000019639316,0.0004451338,0.00011154928,0.00018398152,0.00020408817],"domain_scores_gemma":[0.99948835,0.000067639696,0.00012839797,0.00019027216,0.000040326275,0.00008498272],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010801978,0.00026118246,0.0003045774,0.0000742047,0.000023174116,0.00003465138,0.00014387796,0.00027891112,0.19613218],"category_scores_gemma":[0.000032207623,0.00022876832,0.000078988785,0.0000035509195,0.000056064007,2.5152445e-7,0.000026346554,0.00013379139,0.005040412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001220828,0.00000726673,7.6889467e-7,0.0004660047,0.00004941216,0.0000025343572,0.00009109786,0.00009458479,0.0000014705197,0.000049128597,0.9909271,0.008298429],"study_design_scores_gemma":[0.0004734055,0.000046141322,0.0000050026456,0.0003651851,0.000035698653,0.000012397784,0.000014207449,0.00012181999,0.00002562775,0.000020457628,0.9986149,0.00026516133],"about_ca_topic_score_codex":0.00051424175,"about_ca_topic_score_gemma":0.0004188695,"teacher_disagreement_score":0.19109178,"about_ca_system_score_codex":0.000030528518,"about_ca_system_score_gemma":0.00000775847,"threshold_uncertainty_score":0.9957343},"labels":[],"label_agreement":null},{"id":"W7064430160","doi":"","title":"Can nature ever really be our home?, ecovillage realities in British Columbia and Ontario","year":2001,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Field (mathematics); Work (physics)","score_opus":0.0018482907849750715,"score_gpt":0.12766380837436644,"score_spread":0.12581551758939138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064430160","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04190428,0.001747333,0.0000060601724,0.00063349336,0.00042405305,0.00025004955,0.0021889503,0.000032969227,0.9528128],"genre_scores_gemma":[0.62506175,0.0051003783,0.00018107513,0.00060671195,0.00008344484,0.000010214408,0.00012585953,0.00017371682,0.36865687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986813,0.000014906246,0.00021329234,0.00020241532,0.0006231467,0.00026493816],"domain_scores_gemma":[0.9996192,0.0000421829,0.00005398399,0.00012475239,2.956636e-7,0.00015959311],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000062432086,0.00017674366,0.00030363692,0.00003156424,0.000042806005,0.000069188995,0.00010854545,0.00012183901,0.00015357464],"category_scores_gemma":[0.0000011234739,0.0002726553,0.000017250448,0.000048105332,0.000024381807,0.00011252188,0.000030630512,0.00029232906,7.0455775e-10],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005053431,0.000042384574,0.3584659,0.0017372161,0.00038706526,0.0010471911,0.0004199399,0.00030718304,0.00027451332,0.004134378,0.6196631,0.013470578],"study_design_scores_gemma":[0.00041913043,0.000027837488,0.3229242,0.00067024946,0.000022982113,0.000014947676,0.00073136686,0.00021973837,0.000085115935,0.00043091094,0.67400277,0.00045072316],"about_ca_topic_score_codex":0.89268297,"about_ca_topic_score_gemma":0.99966854,"teacher_disagreement_score":0.5841559,"about_ca_system_score_codex":0.000028653498,"about_ca_system_score_gemma":0.00074311387,"threshold_uncertainty_score":0.9999726},"labels":[],"label_agreement":null},{"id":"W7064433960","doi":"","title":"The ATLAS Simulation Infrastructure.","year":2010,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nuclear Physics; Royal Holloway, University of London; Agencia Nacional de Promoción Científica y Tecnológica; Deutsches Elektronen-Synchrotron; Ministrstvo za visoko šolstvo, znanost in tehnologijo; Stockholms Universitet; Univerza v Ljubljani; National Academy of Sciences of Belarus; Università di Pisa; Bundesministerium für Wissenschaft und Forschung; Univerzita Palackého v Olomouci; Institut National de Physique Nucléaire et de Physique des Particules; Stony Brook University; Université de Genève; Centre National pour la Recherche Scientifique et Technique; H. Lundbeck A/S; Université Pierre et Marie Curie; Ritsumeikan University; SLAC National Accelerator Laboratory; Università degli Studi di Pavia; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; College of Engineering, Michigan State University; Université Hassan II de Casablanca; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; General Secretariat for Research and Technology; Universitetet i Oslo; Ministry of Education and Science of the Russian Federation; Norges Forskningsråd; Gordon and Betty Moore Foundation; Lunds Universitet; University of Pittsburgh; National Science Council; Universiteit van Amsterdam; Universität Heidelberg; Science and Technology Facilities Council; Ministerstvo Průmyslu a Obchodu; York University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; Justus Liebig Universität Gießen; University of Oxford; Lundbeckfonden; University College London; University of Pennsylvania; Consejo Nacional de Investigaciones Científicas y Técnicas; Southern Methodist University; Universität Siegen; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; University of Oregon; Comisión Nacional de Investigación Científica y Tecnológica; Joint Institute for Nuclear Research; Türkiye Atom Enerjisi Kurumu; Universidad de Granada; Kungliga Tekniska Högskolan; Iowa State University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Univerzita Karlova v Praze; McGill University; Federal Agency of Atomic Energy of the Russian Federation; European Commission; Leverhulme Trust; Akademie Věd České Republiky; Slovenská Akadémia Vied; Universidad Nacional de La Plata; Michigan State University; University of Regina; Aix-Marseille Université; National Natural Science Foundation of China; Ohio State University; České Vysoké Učení Technické v Praze; Univerzita Komenského v Bratislave; National Science Foundation; University of Michigan; Harvard University; Queen Mary University of London; High Energy Physics; University of Oklahoma; Fundação para a Ciência e a Tecnologia; University of Washington; Financiadora de Estudos e Projetos; Vetenskapsrådet; Oklahoma State University; Università degli Studi di Napoli Federico II; Radboud Universiteit; U.S. Department of Energy; CERN; Massachusetts Institute of Technology","keywords":"Atlas (anatomy); Large Hadron Collider; Detector; Series (stratigraphy); Energy (signal processing); Atlas detector","score_opus":0.005349393881469449,"score_gpt":0.18391273328349314,"score_spread":0.17856333940202368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064433960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91192037,0.00001542104,0.019386955,0.000073848234,0.0012778153,0.00017665254,0.0000140676875,0.00014074377,0.06699414],"genre_scores_gemma":[0.9982823,0.000030705123,0.00027819365,0.000028087128,0.00014671941,6.7361833e-7,0.000011980706,0.000022197399,0.0011991522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928385,0.000014900127,0.00013638473,0.00016423782,0.00012976216,0.00027084674],"domain_scores_gemma":[0.9994016,0.000113984635,0.000028495611,0.00031966888,0.000049522932,0.00008672683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006600593,0.00015257385,0.00010726255,0.0001029425,0.00015401654,0.00007930842,0.00025407458,0.000104979365,0.00023717123],"category_scores_gemma":[0.000011199342,0.0001298844,0.00005548086,0.00021373612,0.000054910553,0.00026331784,0.000043885797,0.0003178615,0.00035946516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038616563,0.00015403848,0.6156279,0.00025126044,0.00067173253,0.00022371607,0.0032011934,0.020762535,0.044277437,0.040707055,0.0046014395,0.26913553],"study_design_scores_gemma":[0.0003924321,0.000011768278,0.47718316,0.000009824777,0.000015839145,0.0000053218687,0.000045598408,0.063209414,0.0007421295,0.00022378382,0.45798776,0.00017297556],"about_ca_topic_score_codex":0.0000039922897,"about_ca_topic_score_gemma":0.000095308234,"teacher_disagreement_score":0.4533863,"about_ca_system_score_codex":0.00003419944,"about_ca_system_score_gemma":0.000011158287,"threshold_uncertainty_score":0.52965325},"labels":[],"label_agreement":null},{"id":"W7064457651","doi":"","title":"Almost 2,000 Ontario nurses commute to Michigan for work","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Joins","score_opus":0.006403619531565508,"score_gpt":0.1827203687731567,"score_spread":0.1763167492415912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064457651","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019278185,0.00011327794,0.000013670801,0.00006128369,0.0012748295,0.00084096775,0.00047629906,0.00066744036,0.99635947],"genre_scores_gemma":[0.0010129906,0.00015727505,0.0013115226,0.00012692812,0.00013804504,0.00007190575,0.00033917767,0.00037637333,0.9964658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988308,0.000009080695,0.000492145,0.00013416821,0.00022069731,0.00031311336],"domain_scores_gemma":[0.9992691,0.00014150675,0.00011137487,0.000280163,0.00007445162,0.00012338505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009441253,0.00031225302,0.00035222803,0.000108367516,0.000045906487,0.000048800073,0.0002427307,0.0003004723,0.061579462],"category_scores_gemma":[0.000044926197,0.00034226026,0.00013367496,0.000014224715,0.000030205925,2.409807e-7,0.000021553646,0.00019071443,0.0059085963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003237379,0.000015528221,0.0000109981265,0.0002703223,0.00009067027,0.0000022398074,0.0005825117,0.006416329,2.2369318e-7,0.000014647486,0.99072623,0.0018378966],"study_design_scores_gemma":[0.00036089736,0.00008899126,0.00012905872,0.0004903861,0.00005771981,0.0000038533844,0.00003849759,0.00005586332,0.000015969004,0.0000069717516,0.9983882,0.0003636282],"about_ca_topic_score_codex":0.016284646,"about_ca_topic_score_gemma":0.14644094,"teacher_disagreement_score":0.1301563,"about_ca_system_score_codex":0.000083210514,"about_ca_system_score_gemma":0.000019020783,"threshold_uncertainty_score":0.99990296},"labels":[],"label_agreement":null},{"id":"W7064465090","doi":"","title":"Characterizing subcortical morphometric differences and heterogeneity in Autism Spectrum Disorder","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Autism spectrum disorder; Disease; Population; Schizophrenia (object-oriented programming); Central nervous system","score_opus":0.014796502512285037,"score_gpt":0.2244711246523684,"score_spread":0.20967462214008337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064465090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929891,0.00075443456,0.0000012214342,0.000016001544,0.0016825766,0.00043204456,0.00055905135,0.00040396125,0.003161579],"genre_scores_gemma":[0.9932297,0.005475519,0.00004517113,0.000021770024,0.000024808485,0.00010807048,0.0007347445,0.00019012165,0.00017012902],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99735713,0.00006782365,0.00075687916,0.00065716496,0.0004483351,0.00071264466],"domain_scores_gemma":[0.99908435,0.000244251,0.000107962514,0.0003021419,0.000028292825,0.00023298565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028392777,0.00060653506,0.0006655124,0.0010291549,0.00027092907,0.00011360982,0.0002643581,0.0005897762,0.00005175488],"category_scores_gemma":[0.00018616878,0.00066728255,0.00014906969,0.0011303424,0.000032289376,0.0004785423,0.000042796157,0.0010391055,0.00010749228],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039440728,0.0011353184,0.08639217,0.0062130135,0.0015207985,0.00068446115,0.00020106627,0.0010879443,0.14343426,0.10549833,0.0000054299517,0.6534328],"study_design_scores_gemma":[0.00063603057,0.00008927133,0.9797465,0.00042732907,0.00009969541,0.000007676595,0.00006227289,0.0015687932,0.009242896,0.005934066,0.0012241747,0.0009612528],"about_ca_topic_score_codex":0.0003048489,"about_ca_topic_score_gemma":0.0029931914,"teacher_disagreement_score":0.89335436,"about_ca_system_score_codex":0.00027829976,"about_ca_system_score_gemma":0.000013783707,"threshold_uncertainty_score":0.9995778},"labels":[],"label_agreement":null},{"id":"W7064466874","doi":"","title":"A checklist of works by and about John Buchan in the John Buchan Collection, Douglas Library, Queen's University, Kingston, Ontario","year":2019,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist","score_opus":0.0032155863978104555,"score_gpt":0.15220391753159285,"score_spread":0.1489883311337824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064466874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009456323,0.0004247845,0.0012537062,0.011496601,0.001010458,0.0016442733,0.00062427187,0.0008249784,0.9732646],"genre_scores_gemma":[0.06273463,0.00831683,0.00053020805,0.00012130183,0.000116309006,0.0000012602314,0.00041383092,0.0003411943,0.92742443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849766,0.000107172375,0.00021105082,0.00046606286,0.00028622328,0.00043184208],"domain_scores_gemma":[0.99906206,0.00012162807,0.00017488042,0.00046855895,0.00002122863,0.00015162305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000051068226,0.000490387,0.00054468896,0.00093805,0.0001253888,0.00013280481,0.00065835775,0.00063356437,0.00079343846],"category_scores_gemma":[0.000005145203,0.0005343171,0.00015120284,0.0010332426,0.00015544496,0.0012404184,0.00016869613,0.0007432621,0.000021105436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000825954,0.000079799385,0.011737527,0.00023325256,0.00016754263,0.000053274263,0.0018100613,0.00018192019,0.000002681137,0.0022728438,0.9832728,0.0001056927],"study_design_scores_gemma":[0.0011630714,0.00009769383,0.012925029,0.0007039597,0.00011083339,6.7626513e-7,0.00077139615,0.000060225717,0.00011299543,0.000049012222,0.983439,0.00056607265],"about_ca_topic_score_codex":0.10049043,"about_ca_topic_score_gemma":0.00743021,"teacher_disagreement_score":0.09306022,"about_ca_system_score_codex":0.00020981731,"about_ca_system_score_gemma":0.00024313445,"threshold_uncertainty_score":0.99971086},"labels":[],"label_agreement":null},{"id":"W7064476161","doi":"","title":"Book of Job - Part 56","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job analysis; Job loss; Work (physics); Job creation","score_opus":0.0039825848564515026,"score_gpt":0.1609190574277967,"score_spread":0.1569364725713452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064476161","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012774908,0.0032371653,0.0000046031128,0.00002576962,0.00044309365,0.00032962515,0.00018048483,0.00018391493,0.9955826],"genre_scores_gemma":[0.0003111107,0.0031280008,0.0002865276,0.00011897864,0.00012469717,0.000016189617,0.00016071151,0.0001262291,0.99572754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988867,0.000012518277,0.0005627581,0.00008869305,0.00024750354,0.0002017979],"domain_scores_gemma":[0.99936885,0.000051435763,0.00019041852,0.00024218083,0.000074182506,0.00007292491],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000064213134,0.00024322723,0.00033468872,0.0000762893,0.00001570789,0.000018809647,0.0001724708,0.00030283013,0.49122515],"category_scores_gemma":[0.000024429297,0.00024975065,0.00014011403,0.000005541068,0.000059015623,2.7446296e-7,0.000016711912,0.0001532247,0.007674397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049309747,0.0000125694805,0.0000013176207,0.00071585516,0.000081505226,0.0000012485776,0.000047369336,0.0016174044,6.8687115e-7,0.00004133842,0.99653375,0.00094201684],"study_design_scores_gemma":[0.0002569796,0.000051341176,0.000011791938,0.00032612745,0.00004777644,0.0000049192495,0.000009531672,0.00025523032,0.00004593388,0.000003709087,0.9987487,0.00023792597],"about_ca_topic_score_codex":0.001029723,"about_ca_topic_score_gemma":0.0001132593,"teacher_disagreement_score":0.48355076,"about_ca_system_score_codex":0.00002342908,"about_ca_system_score_gemma":0.000010438734,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W7064479659","doi":"","title":"ArcelorMittal and the Government of Canada announce investment of CAD$1.765 billion in decarbonization technologies in Canada","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Investment (military); Capital (architecture); Subsidy","score_opus":0.0032161239970655633,"score_gpt":0.1496313360476252,"score_spread":0.14641521205055966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064479659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14068773,0.024896586,0.0013105089,0.0007217758,0.0009432438,0.0016458537,0.0004917413,0.000080098835,0.82922244],"genre_scores_gemma":[0.9962509,0.0027293088,0.00009803507,0.000019661036,0.0000036479762,0.00001532458,0.000019354933,0.000035911136,0.0008278416],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931264,0.000009286638,0.0002240952,0.000083690546,0.00026996539,0.000100341495],"domain_scores_gemma":[0.9997769,0.000046314533,0.00004708664,0.00010897341,0.00000982045,0.000010932775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052049498,0.00010277409,0.00020555714,0.00005299771,0.0000037897466,0.0000024239241,0.00006234116,0.0000693314,0.000020311205],"category_scores_gemma":[0.000029523173,0.00007766282,0.000008106667,0.0001873041,0.000028076503,0.0000107621845,0.000015114665,0.00008501552,6.731505e-9],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014557378,0.0003102631,0.3896629,0.009221651,0.0009836499,0.00020420697,0.0026153978,0.30996504,0.0043093488,0.07664481,0.13844498,0.06749218],"study_design_scores_gemma":[0.011591223,0.0001353089,0.27408332,0.009482524,0.00017123172,0.000013330014,0.015442168,0.3964518,0.067284115,0.0016278097,0.22094126,0.0027758894],"about_ca_topic_score_codex":0.9934448,"about_ca_topic_score_gemma":0.9997784,"teacher_disagreement_score":0.85556316,"about_ca_system_score_codex":0.0005813926,"about_ca_system_score_gemma":0.0005114248,"threshold_uncertainty_score":0.31669977},"labels":[],"label_agreement":null},{"id":"W7064517499","doi":"","title":"Canada $925 Billion Alternative Asset Manager Brookfield &amp;amp; Singapore $287 Billion Temasek to Buy 53.32% of France Renewable Energy Group Neoen at $6.5 Billion Valuation Representing 26.9% Premium Over Last Closing Price, Existing Shareholders of Neoen Include Jacques Veyrat Family Office Impala, ISALT Fonds Stratégique de Participations, Cartusia &amp;amp; Xavier Barbaro","year":2024,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Valuation (finance); Asset (computer security); Revenue","score_opus":0.032938527405491344,"score_gpt":0.2773406802463854,"score_spread":0.24440215284089406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064517499","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23584114,0.008967841,0.47479972,0.00027084656,0.0036118648,0.0038892564,0.0025644524,0.0014024163,0.26865244],"genre_scores_gemma":[0.92501533,0.001610297,0.018323954,0.00041319567,0.000812166,0.00036937284,0.003683563,0.0013085942,0.048463527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951608,0.00022523852,0.0015771214,0.0010211217,0.0011139188,0.0009017819],"domain_scores_gemma":[0.99726534,0.0004814359,0.0006703381,0.00093802327,0.00033946702,0.00030539767],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007670072,0.0008512045,0.0009607364,0.0010124893,0.00016672231,0.00018153888,0.00041914854,0.00059183274,0.00039744377],"category_scores_gemma":[0.00038679544,0.000853236,0.00024568394,0.0012680895,0.00007384219,0.0004281429,0.00019240138,0.00047406586,0.000024649155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011582153,0.00023433896,0.010013282,0.004410069,0.0010483292,0.000021639324,0.003009181,0.40934366,0.10653888,0.00092712796,0.46264854,0.0016891354],"study_design_scores_gemma":[0.0015362281,0.00017442752,0.013193241,0.013065495,0.0009901664,0.000018882205,0.00046204086,0.04090945,0.025316248,0.0013040766,0.89990747,0.0031222852],"about_ca_topic_score_codex":0.49541408,"about_ca_topic_score_gemma":0.71606094,"teacher_disagreement_score":0.6891742,"about_ca_system_score_codex":0.0008761204,"about_ca_system_score_gemma":0.00036165628,"threshold_uncertainty_score":0.99939185},"labels":[],"label_agreement":null},{"id":"W7064518419","doi":"","title":"ARCHIVEIT-1830-NONE-JRKGCB-20110715172131-00000-crawling206.us.archive.org-6682.warc.gz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Process (computing)","score_opus":0.006014899553892154,"score_gpt":0.168352333054469,"score_spread":0.16233743350057686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064518419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017105234,0.0005502162,0.00007565188,0.000024162604,0.0008649875,0.0006852504,0.00068197923,0.00070136844,0.9962453],"genre_scores_gemma":[0.0054642293,0.0031223858,0.0019273141,0.00015340334,0.00035567966,0.000047579673,0.00092313695,0.00043130553,0.987575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974703,0.00005493511,0.001013328,0.0003144261,0.00050721865,0.00063976186],"domain_scores_gemma":[0.99855286,0.00014385012,0.00034801572,0.00058985874,0.00010174892,0.00026365538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019127825,0.00069050986,0.00067496905,0.0002755165,0.00008824635,0.000061568426,0.00055581576,0.0005255314,0.29346788],"category_scores_gemma":[0.00006407513,0.0007309315,0.000296734,0.000018618288,0.00017917914,0.0000010233043,0.0000795177,0.00060772855,0.029367847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042393043,0.000060970397,0.000025074281,0.0010371917,0.00018896126,0.00001806671,0.00039189003,0.0008053469,0.000007954377,0.00010064501,0.9957541,0.0015674008],"study_design_scores_gemma":[0.0006975915,0.00014166452,0.0002112171,0.000561055,0.00011995339,0.000037479895,0.000031178748,0.00039029907,0.000103909195,0.00006210469,0.99688214,0.00076137757],"about_ca_topic_score_codex":0.0032716158,"about_ca_topic_score_gemma":0.0011548587,"teacher_disagreement_score":0.26410002,"about_ca_system_score_codex":0.00006319062,"about_ca_system_score_gemma":0.00004218516,"threshold_uncertainty_score":0.99951416},"labels":[],"label_agreement":null},{"id":"W7064528739","doi":"","title":"Canadian materials for schools /","year":2015,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.00824813949553913,"score_gpt":0.20657852305893643,"score_spread":0.1983303835633973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064528739","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012455024,0.005874849,0.0017160757,0.0029510325,0.00066674914,0.0010591622,0.0075613875,0.00047373425,0.9784515],"genre_scores_gemma":[0.2162226,0.003451078,0.0026215399,0.0018847383,0.0020422062,0.0011543431,0.0014492067,0.0021379446,0.76903635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983323,0.000029187671,0.0003681251,0.0003070669,0.0005814662,0.00038183492],"domain_scores_gemma":[0.99841225,0.00083607796,0.000112248206,0.0002573995,0.00005263892,0.00032941124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002080123,0.0003985313,0.0003548952,0.0010699639,0.00006926362,0.00023597921,0.000390401,0.0001534472,0.003853599],"category_scores_gemma":[0.0007912132,0.00041948777,0.00010794663,0.00026397643,0.00004372289,0.00018492478,0.00003290479,0.00017779417,0.0003915655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013068937,0.000024211784,0.00035948365,0.00018019023,0.0001826985,0.0000030028148,0.00020101565,0.00022425108,0.00035253132,0.0022049602,0.9961392,0.00011533671],"study_design_scores_gemma":[0.00055564876,0.000037852395,0.0014226122,0.00021231027,0.000051521587,0.000004568952,0.000014290457,0.0004320296,0.00039520234,0.0002655415,0.9961399,0.00046851442],"about_ca_topic_score_codex":0.6370235,"about_ca_topic_score_gemma":0.99779445,"teacher_disagreement_score":0.3607709,"about_ca_system_score_codex":0.005737521,"about_ca_system_score_gemma":0.034136064,"threshold_uncertainty_score":0.9998257},"labels":[],"label_agreement":null},{"id":"W7064531030","doi":"","title":"CaractÃ©risation des gisements d'or filoniens concordants dans les turbidites plissÃ©es de Jinping, sud-est Guizhou (Chine)","year":2007,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intrusion; Transpression; Igneous rock; Prospection","score_opus":0.006592206893809437,"score_gpt":0.16920425897696498,"score_spread":0.16261205208315554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064531030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2746455,0.0024296965,0.006747197,0.00054240663,0.0009530474,0.0005159145,0.0018876869,0.000046415676,0.7122321],"genre_scores_gemma":[0.92759347,0.00383422,0.00537317,0.00030528023,0.0002998653,0.000015531963,0.00014235008,0.00020111565,0.062235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708426,0.00005915654,0.0005895882,0.00036094984,0.0012353612,0.00067070726],"domain_scores_gemma":[0.9985776,0.00050090195,0.00024652484,0.0002464829,0.000001927733,0.00042659428],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000027034503,0.00052177836,0.00047867,0.00009680832,0.000262608,0.000059265993,0.00029174628,0.0001360829,0.0008982015],"category_scores_gemma":[0.000018838506,0.00052230805,0.00006281835,0.0001371817,0.00018448263,0.0003822696,0.0000689712,0.00029096464,4.2736968e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007283659,0.00024557614,0.7170154,0.004295843,0.0013167758,0.000585899,0.0037130509,0.008677551,0.044412613,0.10832146,0.0069794217,0.10370804],"study_design_scores_gemma":[0.0009171327,0.0001932136,0.6511885,0.0018704033,0.00020706344,0.000021653723,0.0021225251,0.016816089,0.06271512,0.0007717803,0.2621822,0.0009943196],"about_ca_topic_score_codex":0.044655878,"about_ca_topic_score_gemma":0.32718888,"teacher_disagreement_score":0.65294796,"about_ca_system_score_codex":0.0000947253,"about_ca_system_score_gemma":0.0014703656,"threshold_uncertainty_score":0.99972284},"labels":[],"label_agreement":null},{"id":"W7064538430","doi":"","title":"The Caribbean quest; information paper","year":2014,"lang":"en","type":"other","venue":"Americanae (AECID Library)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for National Strategic Studies; University of Pittsburgh; European Commission; International Development Research Centre; UNICEF; World Bank Group","keywords":"Information system; Government (linguistics); Work (physics); Context (archaeology)","score_opus":0.0018045016541628574,"score_gpt":0.15635827288528553,"score_spread":0.15455377123112268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064538430","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006869375,0.0012675,0.0048321267,0.00051918434,0.001171704,0.00027529307,0.00010066949,0.0010344365,0.9907304],"genre_scores_gemma":[0.31150174,0.08126751,0.006648512,0.013434752,0.007367562,0.0007617077,0.0072107865,0.0063198516,0.56548756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916005,0.000020398282,0.0002579271,0.00010993496,0.00017714192,0.0002745534],"domain_scores_gemma":[0.9993593,0.000076458906,0.00008779828,0.0003771991,0.0000081978615,0.000091056194],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036030742,0.00025072423,0.00021275308,0.00013930287,0.00006165278,0.00007774037,0.00028604822,0.00014039193,0.0011616969],"category_scores_gemma":[0.000015031268,0.0001946412,0.00007551085,0.00020907848,0.00008086345,0.00059400225,0.000020982916,0.00019735571,0.0006317796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001211874,0.0000025771014,0.00047375768,0.00002812071,0.000059536316,5.577454e-7,0.000033345535,0.00014330629,0.0000022641875,0.0030208994,0.95771706,0.038517337],"study_design_scores_gemma":[0.00010299386,0.000024953528,0.0057626297,0.0000492357,0.000021086678,4.8915183e-7,0.00001277216,0.0011823273,0.000027958906,0.00010293061,0.99244815,0.0002644517],"about_ca_topic_score_codex":0.0025357013,"about_ca_topic_score_gemma":0.0000675916,"teacher_disagreement_score":0.4252428,"about_ca_system_score_codex":0.000020336121,"about_ca_system_score_gemma":0.000030455874,"threshold_uncertainty_score":0.9997514},"labels":[],"label_agreement":null},{"id":"W7064556043","doi":"","title":"Attitudes of Undergraduate Social Work Students Toward&#13;\\nInterprofessional Health Care Practice and&#13;\\nInterprofessional Health Care Education","year":2012,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Social work; Interprofessional education; Health care; Variety (cybernetics); Work (physics); Health professionals","score_opus":0.023809682371794257,"score_gpt":0.32845626082282736,"score_spread":0.3046465784510331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064556043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92901975,0.0029716121,0.0014376605,0.0041222367,0.030900685,0.0022044114,0.00024896467,0.00035720892,0.02873746],"genre_scores_gemma":[0.9957539,0.00038813252,0.00040502826,0.000037597725,0.0022228258,0.0000012328405,0.00019026443,0.000036411104,0.00096463633],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996145,0.001007387,0.00037367176,0.00043768558,0.0012341186,0.0008021454],"domain_scores_gemma":[0.9978261,0.00037063193,0.00021265027,0.00027196377,0.00077168783,0.00054695626],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000711793,0.0002991868,0.0004719715,0.0007211626,0.0015379499,0.00007851161,0.0006413784,0.0002582825,0.000022184122],"category_scores_gemma":[0.00008693524,0.00035482933,0.00015720453,0.0010299116,0.00028922193,0.0012015712,0.00039613812,0.000857928,0.000012840405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02955682,0.008739984,0.2355921,0.010359798,0.003965811,0.000439558,0.40352452,0.0015662537,0.0043304856,0.06330006,0.18240052,0.056224108],"study_design_scores_gemma":[0.012514052,0.0022623213,0.19290146,0.0027495483,0.0004401844,0.000044730612,0.24673118,0.00013402622,0.0020594758,0.00012141766,0.5379313,0.00211029],"about_ca_topic_score_codex":0.0019511197,"about_ca_topic_score_gemma":0.00031775085,"teacher_disagreement_score":0.3555308,"about_ca_system_score_codex":0.002494477,"about_ca_system_score_gemma":0.0018207076,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W7064557078","doi":"","title":"Carta enviada por el Arzobispo Auxiliar de Toronto: Benjamin Ibberson Webster.","year":2017,"lang":"es","type":"other","venue":"Institutional Repository of Tecnológico de Monterrey (Tecnológico de Monterrey)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Order (exchange); Relation (database)","score_opus":0.00922933730318815,"score_gpt":0.24085273731311418,"score_spread":0.23162340000992604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064557078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2625815,0.03602529,0.013740995,0.00042047605,0.009695967,0.0029101542,0.001736937,0.001076245,0.6718124],"genre_scores_gemma":[0.956793,0.0040206765,0.0025217277,0.00017270338,0.0020288795,0.00037984207,0.00036567912,0.00066268194,0.033054817],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99143064,0.0003103739,0.002368445,0.001870067,0.0016286601,0.0023917952],"domain_scores_gemma":[0.994002,0.0003052022,0.0015805536,0.0026727775,0.0003612224,0.0010782318],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008943486,0.0022606046,0.0022755882,0.000763225,0.0012600657,0.000624045,0.0027397973,0.002523536,0.0004645644],"category_scores_gemma":[0.00043336357,0.0024538815,0.0015131775,0.00024545877,0.0011719927,0.0013221429,0.00036837065,0.001763461,0.000115603354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006036341,0.011710393,0.15227395,0.016448574,0.021153597,0.017570313,0.022712944,0.08161664,0.336758,0.04450353,0.13260596,0.15660979],"study_design_scores_gemma":[0.006445935,0.0012293833,0.09075437,0.013930809,0.0019440347,0.0021146985,0.0005055542,0.06006735,0.03539205,0.0006380214,0.78205603,0.0049217776],"about_ca_topic_score_codex":0.025752498,"about_ca_topic_score_gemma":0.005550111,"teacher_disagreement_score":0.6942115,"about_ca_system_score_codex":0.0054860422,"about_ca_system_score_gemma":0.0017361102,"threshold_uncertainty_score":0.9990133},"labels":[],"label_agreement":null},{"id":"W7064567966","doi":"","title":"CMS Energy Co. (CMS) Stake Raised by Bank of Montreal Can","year":2018,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Government (linguistics); Energy supply; Renewable energy; Energy consumption","score_opus":0.005470717560349662,"score_gpt":0.19081750706249737,"score_spread":0.1853467895021477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064567966","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057695463,0.0005389591,0.014172526,0.000012027829,0.00035659605,0.00009059163,0.00055374095,0.00022259881,0.98399526],"genre_scores_gemma":[0.10083409,0.0043050996,0.00038965474,0.00009115508,0.00046664698,0.00003027584,0.0016856408,0.00089590397,0.8913015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933946,0.000005956587,0.00019188077,0.00013446866,0.00014396488,0.00018425887],"domain_scores_gemma":[0.99965864,0.000022760072,0.000036368045,0.00019617185,0.000019812853,0.000066229295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024411796,0.00021754643,0.00026140263,0.000121121295,0.000009217368,0.000010693527,0.00011025841,0.00022501638,0.0068718577],"category_scores_gemma":[0.000003785536,0.00018991606,0.00006103581,0.00006655304,0.00003160201,0.000018198018,0.0000041151297,0.000049206887,0.00003987878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021879673,0.000021848278,0.000025091595,0.000049113332,0.00013103323,7.325461e-7,0.000028628583,0.000057482477,0.00042033213,0.00035265318,0.99565285,0.0032580504],"study_design_scores_gemma":[0.00043075826,0.000035381163,0.00011146139,0.000058198904,0.000026773503,2.7482474e-7,0.000004368832,0.0026290633,0.004093426,0.00004524932,0.9923344,0.00023063846],"about_ca_topic_score_codex":0.0040838216,"about_ca_topic_score_gemma":0.0029649248,"teacher_disagreement_score":0.10077639,"about_ca_system_score_codex":0.000026129066,"about_ca_system_score_gemma":0.000018109837,"threshold_uncertainty_score":0.994036},"labels":[],"label_agreement":null},{"id":"W7064596416","doi":"","title":"Climate: What Works, What Doesn't","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Plan (archaeology); Work (physics); Jaccard index","score_opus":0.0044877353182841955,"score_gpt":0.1776639092368918,"score_spread":0.1731761739186076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064596416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002729456,0.011065101,0.000009472569,0.00005124427,0.0018246359,0.00038529708,0.00004718395,0.00044977028,0.98614],"genre_scores_gemma":[0.0005433015,0.1323517,0.0006873579,0.00029155848,0.00025717798,0.000014415944,0.00047424226,0.00026013015,0.8651201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983489,0.000016209236,0.00065891375,0.0001563583,0.00037945792,0.00044017105],"domain_scores_gemma":[0.9991681,0.00009964148,0.00019245158,0.00032692644,0.00008046454,0.00013239912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019625398,0.00039217598,0.0003885738,0.00017692991,0.00004111272,0.0005319986,0.00024223789,0.00057502557,0.22961676],"category_scores_gemma":[0.000022003664,0.00040398352,0.00015028911,0.000014888909,0.000066065186,0.0000037577965,0.00002993211,0.0003164693,0.011670525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019029925,0.000019065117,6.103431e-7,0.00063847634,0.000056992798,0.000009818316,0.00010462242,0.0020443706,2.2965456e-7,0.000020737561,0.9400016,0.057084456],"study_design_scores_gemma":[0.00037668218,0.00004336263,0.000006903552,0.003847083,0.00005232141,0.000018500106,0.00029545836,0.00020155494,0.000027529433,0.000006564241,0.99470186,0.00042217108],"about_ca_topic_score_codex":0.00021891244,"about_ca_topic_score_gemma":0.00033298455,"teacher_disagreement_score":0.21794623,"about_ca_system_score_codex":0.000061886734,"about_ca_system_score_gemma":0.000009534425,"threshold_uncertainty_score":0.9998412},"labels":[],"label_agreement":null},{"id":"W7064596555","doi":"","title":"Canada’s environment policy could benefit from a Biden presidency: experts","year":2020,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Legislation; Politics","score_opus":0.006529844844546006,"score_gpt":0.180597533188534,"score_spread":0.174067688343988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064596555","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000031710973,0.0034129908,0.0030120763,0.0009926854,0.00040487436,0.00029193057,0.0010238477,0.0003131497,0.9905167],"genre_scores_gemma":[0.105297424,0.025701333,0.0039755506,0.0041351723,0.004855579,0.0002012455,0.0022187817,0.0030625635,0.8505524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992197,0.0000029721045,0.0001610917,0.00019412726,0.00022854736,0.00019353241],"domain_scores_gemma":[0.99961364,0.000023453582,0.000022003804,0.00020598846,0.0000020406028,0.000132864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000066295092,0.00023538544,0.00020698397,0.00007224195,0.000012868841,0.00001993342,0.00013724157,0.00016815797,0.0076777213],"category_scores_gemma":[0.00000578172,0.0002349597,0.000037135113,0.000037894824,0.0000080807295,0.000024375373,0.000016357082,0.00009354587,0.00009921969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.4904045e-7,0.000004628179,0.000048903137,0.000025930416,0.000101671096,0.000009357217,0.000060529535,0.001067707,0.00009599156,0.00044052774,0.9968747,0.0012693406],"study_design_scores_gemma":[0.00012490535,0.000007097375,0.0009510531,0.00006541294,0.000023497954,2.2506498e-7,0.000006616095,0.0019122871,0.00028944513,0.00013235021,0.99621046,0.00027668223],"about_ca_topic_score_codex":0.9188338,"about_ca_topic_score_gemma":0.7657203,"teacher_disagreement_score":0.15311353,"about_ca_system_score_codex":0.00021024623,"about_ca_system_score_gemma":0.00020651911,"threshold_uncertainty_score":0.9932294},"labels":[],"label_agreement":null},{"id":"W7064598315","doi":"","title":"Canadian Solar, Photowatt and ECM Greentech Plan to Form a JV Company in Low-Carbon Production of Silicon Ingots and Wafers | Stock Market | NYSE Composite Stock Quote | NYA Company Stock Market Quotes","year":2018,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Stock market; Initial public offering; Plan (archaeology); Listed company","score_opus":0.008449572609240081,"score_gpt":0.20537385714820364,"score_spread":0.19692428453896355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064598315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8708771,0.00045392406,0.0005456312,0.00028376267,0.0009549517,0.004237336,0.0005684479,0.00030412833,0.12177472],"genre_scores_gemma":[0.98716503,0.0003046018,0.0010530734,0.00010685543,0.0001604626,0.00011962322,0.00016384343,0.00043270047,0.010493785],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977483,0.000048765545,0.00059444585,0.00062938896,0.00030755482,0.0006715172],"domain_scores_gemma":[0.99876016,0.00007503925,0.00010578848,0.0004515024,0.00007201788,0.0005354944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029060408,0.00062088895,0.0007829126,0.0014503241,0.000068328576,0.00007336492,0.00023502014,0.00038774472,0.00034895772],"category_scores_gemma":[0.00003864302,0.00065792014,0.000055060125,0.0004430432,0.000079133206,0.00012477672,0.00006129559,0.0003185833,0.00000842896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012104311,0.00050205423,0.36270434,0.0084351115,0.0013964273,0.000044073426,0.005050312,0.0021867172,0.011757343,0.000053629243,0.5877489,0.01891068],"study_design_scores_gemma":[0.0036058144,0.001013066,0.74498504,0.0067436425,0.00031955817,0.000054070315,0.00027223182,0.15447149,0.0034404183,0.00008191922,0.081681706,0.003331039],"about_ca_topic_score_codex":0.08597897,"about_ca_topic_score_gemma":0.4616739,"teacher_disagreement_score":0.50606716,"about_ca_system_score_codex":0.00035938917,"about_ca_system_score_gemma":0.000093346964,"threshold_uncertainty_score":0.9995872},"labels":[],"label_agreement":null},{"id":"W7064616795","doi":"","title":"CAIS (Canadian Association for Information Science) Conference Program Committee","year":2016,"lang":"en","type":"other","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Information system; MEDLINE; Executive committee","score_opus":0.027019018972429885,"score_gpt":0.2827531863610268,"score_spread":0.25573416738859694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064616795","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014741197,0.00033767647,0.003219634,0.001101731,0.0009237547,0.004812242,0.0044780727,0.00052096474,0.9831318],"genre_scores_gemma":[0.73157144,0.005585109,0.0066615217,0.000033028868,0.00066973426,0.00006464973,0.0047043343,0.0004497963,0.25026035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811876,0.000034998662,0.00016950676,0.00025307637,0.00074498734,0.0006786802],"domain_scores_gemma":[0.99803466,0.000092145696,0.000102945945,0.00037385715,0.0011508419,0.00024558118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814296,0.00016670542,0.0002367419,0.0018060086,0.00027227687,0.000098278484,0.0006415536,0.00022046316,0.00030206772],"category_scores_gemma":[0.00037887067,0.00018131736,0.000062771505,0.00065466494,0.0003902125,0.00086683384,0.0000533768,0.00028795656,0.00029407413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000151536115,0.000050968447,0.00066385797,0.00054867053,0.00012933934,0.0000020818172,0.0012463807,0.000028422066,0.00036990235,0.0016328973,0.9268586,0.06845371],"study_design_scores_gemma":[0.0004376477,0.00008773657,0.0019805485,0.00017120982,0.00001583331,4.7414215e-7,0.00011892931,0.0003623352,0.00036412917,0.00010024188,0.9961496,0.00021130766],"about_ca_topic_score_codex":0.020427903,"about_ca_topic_score_gemma":0.027299711,"teacher_disagreement_score":0.7328714,"about_ca_system_score_codex":0.0010970512,"about_ca_system_score_gemma":0.00085195096,"threshold_uncertainty_score":0.99044955},"labels":[],"label_agreement":null},{"id":"W7064617371","doi":"","title":"1964 Chap. 0393. An Act Authorizing The Town Of Longmeadow To Contribute Twenty-Seven Hundred Dollars Towards Sidewalk On Magawiska Road In The City Of Springfield.","year":2006,"lang":"en","type":"other","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Quarter (Canadian coin); Public transport; Metropolitan area","score_opus":0.007319860025227227,"score_gpt":0.20978772017106878,"score_spread":0.20246786014584156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064617371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55439633,0.0066798925,0.0010347829,0.0020826343,0.0016697114,0.0046048257,0.0022059686,0.00079788454,0.42652798],"genre_scores_gemma":[0.9762969,0.0018516226,0.00035499418,0.0001800542,0.000254872,0.00007970308,0.00045813413,0.0005900296,0.019933665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559265,0.00040203496,0.0014640685,0.0006552222,0.0008190001,0.0010670443],"domain_scores_gemma":[0.9976359,0.00027532162,0.00064756954,0.0012483787,0.000030621584,0.00016220257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041405737,0.0007483706,0.0011260732,0.0006346646,0.00008782091,0.0001622892,0.0015034096,0.00037734013,0.0001322387],"category_scores_gemma":[0.000021102118,0.00060372794,0.00034839488,0.0008620881,0.00016517458,0.0008716787,0.00012249454,0.001028429,0.0000032925354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005555696,0.0044868235,0.09011984,0.008182008,0.007235714,0.00096143875,0.023524562,0.10715503,0.04242254,0.012537947,0.5920802,0.105738245],"study_design_scores_gemma":[0.004632121,0.0039465614,0.19514607,0.0032631585,0.0005151938,0.000046428726,0.0003562896,0.0035937952,0.21645454,0.007937266,0.5608655,0.0032430452],"about_ca_topic_score_codex":0.0006671399,"about_ca_topic_score_gemma":0.000114816794,"teacher_disagreement_score":0.4219006,"about_ca_system_score_codex":0.00007655832,"about_ca_system_score_gemma":0.00039825364,"threshold_uncertainty_score":0.9996414},"labels":[],"label_agreement":null},{"id":"W7064618999","doi":"","title":"Best Practices in Use of Involuntary Outpatient Treatment","year":2019,"lang":"en","type":"article","venue":"Otago University Research Archive (University of Otago)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Dysgeusia; Pretext; Proteogenomics; Hyporeflexia","score_opus":0.07694867898389966,"score_gpt":0.2679225982889014,"score_spread":0.19097391930500174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064618999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858808,0.00005030352,0.0012479398,0.00006675764,0.00006346885,0.0005400969,0.00024512503,0.000019430468,0.011886075],"genre_scores_gemma":[0.9957832,0.0015408407,0.0018375153,0.0000014656848,0.000006012042,1.4475415e-7,0.00006752297,0.000010163765,0.00075310725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882454,0.00017109199,0.000111963964,0.0002293945,0.0003465857,0.00031641225],"domain_scores_gemma":[0.9988162,0.0005561728,0.000086454726,0.00028738877,0.00013288064,0.00012093897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002093215,0.00012093786,0.00024239023,0.0007546363,0.00008439057,0.000009103435,0.00029616087,0.00007488901,0.00017910839],"category_scores_gemma":[0.000041923613,0.00015628325,0.000093156596,0.00049346173,0.00020333132,0.0007072399,0.00011265979,0.00026405137,0.00006613739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022824155,0.0028652293,0.79281914,0.0011592368,0.000818971,0.0004743219,0.033892035,0.03857798,0.09219406,0.00669891,0.0017081088,0.026509598],"study_design_scores_gemma":[0.008866698,0.004888939,0.5022621,0.00096314773,0.00018618525,0.000007581636,0.038462646,0.10793826,0.0039416584,0.0006927991,0.33079156,0.0009984053],"about_ca_topic_score_codex":0.0133946,"about_ca_topic_score_gemma":0.006051786,"teacher_disagreement_score":0.32908344,"about_ca_system_score_codex":0.00030541324,"about_ca_system_score_gemma":0.00010759465,"threshold_uncertainty_score":0.99317527},"labels":[],"label_agreement":null},{"id":"W7064622540","doi":"","title":"Canada’s innovation gap: policy options to increase business sector R&amp;D","year":2010,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lagging; Productivity; Investment (military); Foreign direct investment; Business sector; Key (lock); Business analysis; New business development","score_opus":0.011177887831788861,"score_gpt":0.1983547806328705,"score_spread":0.18717689280108163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064622540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014370149,0.000095016454,0.011820594,0.00062438956,0.001691366,0.0006533574,0.002406013,0.00068114355,0.967658],"genre_scores_gemma":[0.22535113,0.0009174717,0.0022716695,0.00090545235,0.0020232003,0.000009601341,0.0045619835,0.0011626915,0.7627968],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908245,0.00001399218,0.00015733026,0.00024402626,0.00020484465,0.00029738626],"domain_scores_gemma":[0.9992631,0.00002659726,0.000052346433,0.0003369551,0.00015215343,0.0001688645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003544374,0.00028736918,0.00022344942,0.0017146074,0.00007247257,0.00003207307,0.00027171138,0.00032615164,0.0009916408],"category_scores_gemma":[0.000058938538,0.00036492734,0.00003568495,0.002336893,0.000024090414,0.00010998349,0.000032717166,0.00030569197,0.00009311433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009047479,0.000026392627,0.0030292463,0.00010238356,0.00008174795,0.000026157364,0.0000048479073,0.001606741,0.00005548177,0.0056004687,0.9884432,0.0010142723],"study_design_scores_gemma":[0.00029331938,0.0000061799446,0.0012443434,0.00009488375,0.00004313805,6.998216e-9,0.000052987984,0.00007714641,0.00008413588,0.000025583287,0.9976798,0.0003984542],"about_ca_topic_score_codex":0.5924999,"about_ca_topic_score_gemma":0.9949564,"teacher_disagreement_score":0.40245646,"about_ca_system_score_codex":0.00043830925,"about_ca_system_score_gemma":0.0008274819,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W7064630941","doi":"","title":"2000 Census County Block Map: Hidalgo County, Inset P01","year":2000,"lang":"en","type":"other","venue":"The Portal to Texas History (University of North Texas)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Block (permutation group theory); Scale (ratio); County government; Quarter (Canadian coin)","score_opus":0.009510360339215552,"score_gpt":0.17195796021506296,"score_spread":0.16244759987584742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064630941","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01617485,0.0038044616,0.00024121319,0.000114512164,0.0016418324,0.0007967312,0.006158328,0.0006278428,0.9704402],"genre_scores_gemma":[0.2170237,0.004317513,0.00047399054,0.00036506073,0.0005029736,0.0000019660504,0.0021835507,0.000878505,0.7742527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985741,0.000027314902,0.0002414429,0.00033379384,0.00042973802,0.00039365335],"domain_scores_gemma":[0.99897414,0.00003590296,0.00014664035,0.00060338975,0.000041906405,0.00019804496],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008158433,0.0004133672,0.00047874506,0.00036400367,0.000090690744,0.000009029737,0.0006672274,0.00026562973,0.0053990465],"category_scores_gemma":[0.0000034035954,0.00046076332,0.0001845935,0.00021335347,0.00021342842,0.000092571034,0.000044911547,0.00037916357,0.0006821411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030731535,0.000065694585,0.0019489883,0.00014206798,0.00019018224,0.00008126675,0.00024341994,0.001293545,0.0000018649206,0.00005058749,0.9943284,0.0016232971],"study_design_scores_gemma":[0.00035120538,0.000049202117,0.046061628,0.000120459576,0.000183639,0.0000080364625,0.000011515953,0.00025453308,0.000001535838,0.000007228619,0.95246947,0.00048154543],"about_ca_topic_score_codex":0.0019220843,"about_ca_topic_score_gemma":0.0074082366,"teacher_disagreement_score":0.20084885,"about_ca_system_score_codex":0.00046712765,"about_ca_system_score_gemma":0.0001633504,"threshold_uncertainty_score":0.9997844},"labels":[],"label_agreement":null},{"id":"W7064657216","doi":"","title":"Community-based planning : a new direction for planning in north central Edmonton","year":2004,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Plan (archaeology); Government (linguistics); Field (mathematics)","score_opus":0.022106912011904855,"score_gpt":0.23458723714788612,"score_spread":0.21248032513598128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064657216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2201408,0.0029956396,0.0014497692,0.000037170827,0.0050020507,0.0042014904,0.0052163824,0.004092772,0.7568639],"genre_scores_gemma":[0.9861088,0.00018618234,0.0031014797,0.00020794664,0.00022424181,0.00020626196,0.0021669918,0.0014273492,0.006370764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997845,0.000100448124,0.0005520476,0.00039046066,0.0003005079,0.0008115161],"domain_scores_gemma":[0.99891853,0.0001931546,0.00014767206,0.00042755928,0.000036549696,0.00027651724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028255154,0.00062593404,0.0005685156,0.0006864085,0.0003499386,0.000063844345,0.00035322132,0.0005977391,0.00006912347],"category_scores_gemma":[0.00011549437,0.0007525741,0.0001969208,0.0004554586,0.00002676136,0.00027891377,0.000028236493,0.0014523985,0.000024451268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037584448,0.0007606373,0.0044200025,0.00434806,0.0007964241,0.0001540179,0.00019742367,0.8495831,0.0042245286,0.0072208075,0.0030080357,0.124911144],"study_design_scores_gemma":[0.0038226822,0.00021173742,0.01001776,0.0033386145,0.00014836487,0.000006433988,0.000038113118,0.0033303062,0.003431949,0.0015844998,0.9725517,0.0015178645],"about_ca_topic_score_codex":0.002155766,"about_ca_topic_score_gemma":0.0075761774,"teacher_disagreement_score":0.96954364,"about_ca_system_score_codex":0.00097914,"about_ca_system_score_gemma":0.00005511241,"threshold_uncertainty_score":0.9994925},"labels":[],"label_agreement":null},{"id":"W7064680776","doi":"","title":"Canada pushes for strong global tobacco treaty","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Treaty; Government (linguistics); Legislation; Negotiation","score_opus":0.008642515157753907,"score_gpt":0.184741104735272,"score_spread":0.1760985895775181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064680776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386967,0.0007438984,0.001680692,0.00033981915,0.0012388547,0.00065007544,0.00072008226,0.00023001553,0.05569986],"genre_scores_gemma":[0.9986025,0.0004200925,0.00017569805,0.00009622442,0.00019957214,0.00005056277,0.00007359756,0.000032519718,0.0003492255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874645,0.000010461705,0.00019531394,0.00016698225,0.00014228132,0.0007384824],"domain_scores_gemma":[0.9995522,0.000030360387,0.000012075035,0.00015631516,0.000025115689,0.00022391378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004879521,0.00016352256,0.00012965091,0.000012466403,0.000053366235,0.00004817267,0.00013577024,0.000034996654,0.0001622709],"category_scores_gemma":[0.000024283567,0.00016362318,0.00004522369,0.0001529343,0.000012347891,0.00012931318,0.000004075394,0.00006412687,0.000014706297],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009120938,0.000098955104,0.07230358,0.000101049205,0.0002240587,0.000043532276,0.0004745582,0.065657236,0.000097597636,0.0027145243,0.07628707,0.7819066],"study_design_scores_gemma":[0.00051795953,0.000016207483,0.35799524,0.000013023407,0.0000292016,0.0000029740877,0.000007155287,0.0025372955,0.0007505659,0.000033881202,0.63787544,0.00022104176],"about_ca_topic_score_codex":0.021121599,"about_ca_topic_score_gemma":0.071759276,"teacher_disagreement_score":0.7816856,"about_ca_system_score_codex":0.00029898883,"about_ca_system_score_gemma":0.00012744078,"threshold_uncertainty_score":0.98539686},"labels":[],"label_agreement":null},{"id":"W7064682536","doi":"","title":"5 Canadian Utilities With Stellar Dividend Growth Histories","year":2019,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dividend; Work (physics); Unemployment; Government (linguistics)","score_opus":0.004861842359016914,"score_gpt":0.15942310940793977,"score_spread":0.15456126704892287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064682536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021243533,0.0016742907,0.0010044844,0.000038884147,0.00072731706,0.00016791296,0.0001404026,0.00026884183,0.9959566],"genre_scores_gemma":[0.07252522,0.00070397544,0.00023817805,0.000047665068,0.00013225459,0.000009320681,0.00010907889,0.00047030204,0.925764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994873,0.0000027386748,0.00007965087,0.0001108696,0.00010821026,0.00021122454],"domain_scores_gemma":[0.99970305,0.000016400165,0.000010904331,0.00015696701,0.000016023338,0.00009665615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016489104,0.00018208193,0.00016104497,0.00020499367,0.00001585522,0.000027635717,0.00008442765,0.00014852392,0.0015970144],"category_scores_gemma":[0.0000029158266,0.00015661733,0.00002253058,0.00005654463,0.000017989403,0.00004248378,0.00000256103,0.000089922556,0.00018551547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.535358e-7,0.0000027134115,0.0011484509,0.0003508343,0.00011300571,0.0000057723837,0.00019938826,0.00008234351,0.0000012106985,0.008136751,0.9895714,0.0003871577],"study_design_scores_gemma":[0.00008911593,0.000017659528,0.00020751292,0.00009505678,0.00002361855,9.756715e-7,0.00003079635,0.00015822602,0.000029372635,0.0000372048,0.99906653,0.00024393147],"about_ca_topic_score_codex":0.17082168,"about_ca_topic_score_gemma":0.48688215,"teacher_disagreement_score":0.31606048,"about_ca_system_score_codex":0.00018898981,"about_ca_system_score_gemma":0.00009111745,"threshold_uncertainty_score":0.9993157},"labels":[],"label_agreement":null},{"id":"W7064692089","doi":"","title":"1943 Chap. 0497. An Act Continuing In Effect The Existing Mortality Tables And Rates Of Interest Applicable To Certain Retirement Systems Of The Commonwealth And The Political Subdivisions Thereof.","year":2010,"lang":"en","type":"other","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Politics; Subdivision; Interest rate; Quarter (Canadian coin); Government (linguistics)","score_opus":0.012786067651622313,"score_gpt":0.24107249941780687,"score_spread":0.22828643176618454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064692089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94904685,0.004643929,0.00011321748,0.00050615665,0.00041146053,0.0029682855,0.00047870877,0.00016161623,0.041669805],"genre_scores_gemma":[0.99543947,0.0010486479,0.000043593558,0.00004282144,0.00006945367,0.00009620433,0.000073193165,0.0002623011,0.002924323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970618,0.0006340381,0.00095135276,0.00039060562,0.00027521368,0.0006870052],"domain_scores_gemma":[0.9978078,0.000835682,0.00041813837,0.00077605335,0.000015050974,0.0001472858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053596566,0.00045132753,0.00085327995,0.0001824314,0.0001038955,0.00015479077,0.000657261,0.0001841676,0.00002700853],"category_scores_gemma":[0.000027835038,0.00026410987,0.00011265483,0.00030982532,0.00047760332,0.000457972,0.00019518657,0.00078250456,3.584895e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020867889,0.00072964537,0.6919451,0.015619766,0.0029508627,0.00004175474,0.010253021,0.0050044633,0.03374422,0.19843225,0.030794017,0.008398154],"study_design_scores_gemma":[0.015951445,0.0047136624,0.30726507,0.02049343,0.0015406866,0.00011428358,0.0029420333,0.0802619,0.2901773,0.03360347,0.23778695,0.0051497817],"about_ca_topic_score_codex":0.0016625471,"about_ca_topic_score_gemma":0.00030144773,"teacher_disagreement_score":0.38467997,"about_ca_system_score_codex":0.000028215916,"about_ca_system_score_gemma":0.00010963118,"threshold_uncertainty_score":0.9999811},"labels":[],"label_agreement":null},{"id":"W7064696259","doi":"","title":"Commemorating the Hiroshima-Nagasaki bombings and a call for nuclear disarmament","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disarmament; Nuclear weapon; Modernization theory; Nuclear ethics; Economic Justice; Arms control; International security","score_opus":0.054501942807424646,"score_gpt":0.2709935379903832,"score_spread":0.21649159518295857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064696259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508655,0.00021830181,0.003221458,0.0005256757,0.00023120649,0.00024034816,0.000046668818,0.00014531508,0.00028449975],"genre_scores_gemma":[0.99894136,0.00020199815,0.00010306059,0.00036170954,0.000048131875,0.0000015837762,0.00003533848,0.000045795303,0.00026099294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991233,0.000042551204,0.00016187427,0.00023623662,0.00014328698,0.00029275738],"domain_scores_gemma":[0.9993964,0.00013230786,0.000038298116,0.00023867383,0.00007650537,0.00011785115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014309627,0.00018393186,0.00017188897,0.00007504532,0.00028696656,0.00029333282,0.00022261389,0.000092151466,0.0000071151276],"category_scores_gemma":[0.000025907617,0.00018361592,0.00007576948,0.00017404865,0.000055660355,0.00062442565,0.00009485118,0.00025897275,0.000013603651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009646876,0.00018721035,0.9645749,0.00055456336,0.00036915168,0.00020938533,0.004436219,0.0020928811,0.018311918,0.002971755,0.000038336933,0.006157232],"study_design_scores_gemma":[0.002507891,0.00013494148,0.9416112,0.00031557115,0.000238618,0.00005623981,0.0009700213,0.00038171778,0.008415012,0.0004172866,0.04422965,0.0007218551],"about_ca_topic_score_codex":0.0000016049689,"about_ca_topic_score_gemma":0.00017740017,"teacher_disagreement_score":0.044191312,"about_ca_system_score_codex":0.00010155376,"about_ca_system_score_gemma":0.000018589373,"threshold_uncertainty_score":0.748764},"labels":[],"label_agreement":null},{"id":"W7064699414","doi":"","title":"Clinical and multimodal biomarker correlates of ADNI neuropathological findings","year":2013,"lang":"en","type":"article","venue":"Digital Commons@Becker (Washington University School of Medicine)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; University of California, Los Angeles; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Eli Lilly and Company; Medpace; Biogen; University of California, San Diego; BioClinica; Synarc; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association","keywords":"Biomarker; Disease; Clinical neurology; MEDLINE","score_opus":0.017077829394604345,"score_gpt":0.22709240635729225,"score_spread":0.2100145769626879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064699414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872627,0.00014042194,0.0012393313,0.00021955163,0.00023238333,0.00020011488,0.00004029123,0.00008524587,0.010579939],"genre_scores_gemma":[0.9994247,0.00018561368,0.00022496309,0.000031654727,0.000022284137,3.9762975e-7,0.000034785044,0.000015765454,0.00005981335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892795,0.00004232514,0.00043119385,0.00019183075,0.00021286764,0.00019383895],"domain_scores_gemma":[0.9989274,0.00046440557,0.00007367558,0.00019269533,0.00011464746,0.00022714626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001998537,0.0001766558,0.00039059267,0.00018423023,0.000044542336,0.000023605768,0.00022765553,0.00015622021,0.0001250695],"category_scores_gemma":[0.00040962716,0.00015994665,0.00008949732,0.0002086992,0.0005482196,0.0006633896,0.000078284625,0.0003124154,0.000029239616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050692983,0.00008988773,0.98506516,0.00007407792,0.00006669657,0.000020545134,0.00020737253,0.000082445506,0.0009743982,0.00047772142,0.0036814085,0.009209591],"study_design_scores_gemma":[0.0015426329,0.00026084066,0.9864436,0.00017815335,0.000053302956,0.000009078763,0.00035263898,0.008528044,0.00011560737,0.00024436956,0.0020949629,0.00017678605],"about_ca_topic_score_codex":0.00007167468,"about_ca_topic_score_gemma":0.000005198667,"teacher_disagreement_score":0.012162002,"about_ca_system_score_codex":0.000021688162,"about_ca_system_score_gemma":0.000016360738,"threshold_uncertainty_score":0.6522435},"labels":[],"label_agreement":null},{"id":"W7064715281","doi":"","title":"CIBC Cuts Bank of Montreal (TSE:BMO) Price Target to C$135.00","year":2022,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Position (finance); Debt; Payment; Term (time)","score_opus":0.005025724208810476,"score_gpt":0.19609260174717497,"score_spread":0.1910668775383645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064715281","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008992868,0.00080663065,0.009963059,0.000038961847,0.0006098985,0.00035254806,0.00029280828,0.00032054706,0.98752564],"genre_scores_gemma":[0.044130392,0.0019119647,0.007834149,0.00033686883,0.0005516746,0.00018856498,0.00086469494,0.0015021374,0.9426796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991379,0.000008222677,0.00022412346,0.00018523286,0.0002194046,0.0002251388],"domain_scores_gemma":[0.99957174,0.00003249678,0.000033763405,0.0002601011,0.000016252381,0.00008563902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049024376,0.0002160791,0.00027332958,0.0002535125,0.000016115924,0.000010625997,0.00017883808,0.00013429325,0.051685162],"category_scores_gemma":[0.000012369271,0.00022095568,0.00007335367,0.00020303241,0.000008146139,0.00003135491,0.000026930906,0.0001442046,0.00013236857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035314745,0.00004684538,0.00015520134,0.00016481297,0.000115908115,0.000004652449,0.0001516066,0.006832047,0.0001423902,0.0006142517,0.99086535,0.00090339134],"study_design_scores_gemma":[0.00018638548,0.000046412704,0.0015863472,0.00004393605,0.000014353271,7.293045e-7,0.000014123219,0.002028674,0.00030952875,0.00006990448,0.9954358,0.00026385515],"about_ca_topic_score_codex":0.00044097585,"about_ca_topic_score_gemma":0.00010835876,"teacher_disagreement_score":0.05155279,"about_ca_system_score_codex":0.00006606986,"about_ca_system_score_gemma":0.000021976877,"threshold_uncertainty_score":0.94918174},"labels":[],"label_agreement":null},{"id":"W7064719654","doi":"","title":"British Columbia Advances Mining Sector Towards Net-Zero Impact with pH7's Clean-Tech Solutions","year":2024,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","score_opus":0.009035080312811103,"score_gpt":0.22193645775593468,"score_spread":0.21290137744312357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064719654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078383094,0.010462069,0.025640348,0.000014000758,0.0010073861,0.0003780704,0.00055424275,0.0016638353,0.9594962],"genre_scores_gemma":[0.23952757,0.008701019,0.0053544445,0.00007199068,0.00082683633,0.00013571492,0.0005089053,0.002199108,0.7426744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998919,0.0000061061946,0.00019104152,0.00027591683,0.00020477598,0.00040316154],"domain_scores_gemma":[0.9996383,0.000017857947,0.000027518388,0.0001846806,0.00002419611,0.000107449436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048990816,0.00023629174,0.00029019418,0.00011327602,0.000035412955,0.00046792917,0.00012040863,0.00022687062,0.0116723785],"category_scores_gemma":[0.0000073476676,0.00029312342,0.0001015899,0.000253303,0.0000416012,0.00012837867,0.000014606432,0.00022482533,0.00012948511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013146667,0.000016479025,0.00017371857,0.00029213374,0.0002289108,0.00002634952,0.000037763235,0.00088565756,0.000011370086,0.00001667071,0.9704581,0.02785154],"study_design_scores_gemma":[0.00030133824,0.00012854364,0.0013881889,0.0014223926,0.00013148213,0.000038701182,0.00003215788,0.004170023,0.000014186845,0.000159622,0.99158335,0.00063002034],"about_ca_topic_score_codex":0.013569673,"about_ca_topic_score_gemma":0.113947086,"teacher_disagreement_score":0.23874374,"about_ca_system_score_codex":0.000114989416,"about_ca_system_score_gemma":0.00006294236,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W7064731772","doi":"","title":"The 2021 CFL schedule has been released - what Elks fans have to look forward to","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schedule","score_opus":0.0061928478800220505,"score_gpt":0.18235356135188535,"score_spread":0.1761607134718633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064731772","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060855797,0.0020174426,0.00008491262,0.0007757747,0.000798279,0.0007454819,0.00014669966,0.00013240542,0.9952381],"genre_scores_gemma":[0.0017020005,0.0024500352,0.001162123,0.00044578555,0.0002430101,0.00006845244,0.00037343314,0.00019605322,0.9933591],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982735,0.000030866482,0.0006215917,0.00020966913,0.0004390536,0.00042532125],"domain_scores_gemma":[0.9988371,0.00014258415,0.00012476122,0.0004898733,0.00016513035,0.0002405558],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017035849,0.0003773217,0.00038235864,0.00009942223,0.00012392888,0.0003601826,0.0003513518,0.00033974828,0.09913199],"category_scores_gemma":[0.00013547787,0.00035133655,0.00017333115,0.000020437576,0.00005516954,8.1966505e-7,0.00005929278,0.00028040702,0.0063595003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023128734,0.000016515418,0.0000013145034,0.00023725367,0.000104827675,0.000008266697,0.00028090816,0.010587772,0.000003182734,0.000022522938,0.9801215,0.008592808],"study_design_scores_gemma":[0.00030733523,0.00009136797,0.000015084621,0.0007268166,0.000050122817,0.000009219593,0.0002935475,0.0004941887,0.00012665127,0.0000054479765,0.99747664,0.00040358363],"about_ca_topic_score_codex":0.0011715357,"about_ca_topic_score_gemma":0.003232277,"teacher_disagreement_score":0.092772484,"about_ca_system_score_codex":0.000089016685,"about_ca_system_score_gemma":0.000043670498,"threshold_uncertainty_score":0.99989384},"labels":[],"label_agreement":null},{"id":"W7064735142","doi":"","title":"Building bridges in the backcountry: a case study of design in the headwaters region of the Oldman watershed","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Process (computing); Watershed; Action research; Action (physics); Design process; Engineering design process; Key (lock)","score_opus":0.01917039372892308,"score_gpt":0.2082642870951727,"score_spread":0.18909389336624963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064735142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978781,0.000058527126,0.0006270692,0.00012562983,0.00017172296,0.00091826956,0.000007731338,0.000007894632,0.00020511003],"genre_scores_gemma":[0.99981046,0.000083813975,0.00004627333,0.000006039841,0.000007700528,0.0000012210332,0.000018402287,0.000014017867,0.000012063763],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991191,0.00018137993,0.00015739372,0.00013355412,0.00026558363,0.00014298529],"domain_scores_gemma":[0.9993341,0.0001678396,0.00012224805,0.00032003195,0.000045794233,0.000010016838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037384164,0.0001481615,0.00024551066,0.00019179612,0.00006110653,0.00001204446,0.00046622875,0.000107915286,6.3366736e-7],"category_scores_gemma":[0.00001007926,0.00010794436,0.00007312451,0.00030873012,0.00003368324,0.00011866454,0.00001476612,0.00023783273,7.169548e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075585576,0.0016853989,0.25790974,0.003779279,0.0005850494,0.001548816,0.431085,0.29021385,0.0063935025,0.0010058536,0.0024483968,0.0025892651],"study_design_scores_gemma":[0.0011754242,0.00021126417,0.521825,0.0004546425,0.00017790707,0.000031093845,0.46670926,0.008428949,0.0006494106,0.00003489573,0.000106988504,0.00019516509],"about_ca_topic_score_codex":0.013479768,"about_ca_topic_score_gemma":0.22307757,"teacher_disagreement_score":0.2817849,"about_ca_system_score_codex":0.000069909314,"about_ca_system_score_gemma":0.000021424077,"threshold_uncertainty_score":0.99308956},"labels":[],"label_agreement":null},{"id":"W7064736363","doi":"","title":"CCalling@#####18007909186 HP PRINTER tech support phone number HP PRINTER customer service phone number HP PRINTER technical support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Service (business); Smart phone; 3d printer; Laptop","score_opus":0.009437290345052139,"score_gpt":0.2521175439457327,"score_spread":0.24268025360068057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064736363","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045431335,0.0000054403813,0.022605026,0.000417982,0.0034626685,0.0032100896,0.0005245141,0.0025069136,0.9627242],"genre_scores_gemma":[0.16201243,0.001055963,0.0044895844,0.0007104526,0.0011762358,0.0014322499,0.0005983019,0.0023810405,0.82614374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98750633,0.00038560716,0.002951267,0.0048075984,0.0017776231,0.0025715576],"domain_scores_gemma":[0.9900469,0.00049943547,0.0008418211,0.006845096,0.00059987576,0.0011668731],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0029152134,0.0025662489,0.0024325964,0.00063343317,0.00022507262,0.00043703447,0.0033311187,0.002804417,0.9071107],"category_scores_gemma":[0.00048302498,0.002578529,0.0011783174,0.00081959623,0.00050722575,0.00081172417,0.002341959,0.003066012,0.95950454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038032996,0.00166474,0.017550154,0.0017069272,0.002132507,0.00030126175,0.0010650414,0.00026334473,0.0119532505,0.00083897176,0.9544414,0.00770203],"study_design_scores_gemma":[0.0031144053,0.0000034906889,0.0032012463,0.0014836414,0.00048860227,0.00057463645,0.00005003243,0.00034147227,0.021111721,0.0007015262,0.9658105,0.003118726],"about_ca_topic_score_codex":0.00053821126,"about_ca_topic_score_gemma":0.00058554154,"teacher_disagreement_score":0.15746929,"about_ca_system_score_codex":0.0012733146,"about_ca_system_score_gemma":0.00042719312,"threshold_uncertainty_score":0.99923396},"labels":[],"label_agreement":null},{"id":"W7064738673","doi":"","title":"Data-driven and instructor-engaged: Enhancing equity in Canadian STEM courses","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Equity (law); Work (physics); Qualitative research; Qualitative property; Data collection","score_opus":0.0895210070803285,"score_gpt":0.31642757348472444,"score_spread":0.22690656640439594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064738673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964969,0.00024044538,0.00083140156,0.00006239706,0.0003999378,0.00020467307,0.00020447228,0.00011596183,0.0014437814],"genre_scores_gemma":[0.99930155,0.00026181803,0.000029468792,0.00007732074,0.000022017724,6.6485154e-7,0.000072420706,0.000021682548,0.00021307856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987113,0.00011863426,0.00021190639,0.00034570953,0.00014061335,0.00047185752],"domain_scores_gemma":[0.99911654,0.00014264806,0.000028211385,0.00042157996,0.000041935695,0.0002490738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004485676,0.00020688749,0.00022649058,0.0007280603,0.00022399439,0.00018523043,0.0005561502,0.00016138321,0.0000062015665],"category_scores_gemma":[0.00003898302,0.00026436092,0.000025660507,0.00044571204,0.000051808107,0.0014811915,0.00020704663,0.0007161813,0.000014527885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007890571,0.0000115743715,0.99576014,0.00011913442,0.00004229028,0.00007616605,0.00032154607,0.00064727466,0.00048012723,0.00023528322,0.0000011286138,0.0022974252],"study_design_scores_gemma":[0.000658509,0.000017066455,0.9932007,0.00035659308,0.00004809869,0.0000043501254,0.0003867663,0.00014083226,0.0010352355,0.000056659734,0.0038160426,0.00027915405],"about_ca_topic_score_codex":0.0011111745,"about_ca_topic_score_gemma":0.66973525,"teacher_disagreement_score":0.6686241,"about_ca_system_score_codex":0.00048496164,"about_ca_system_score_gemma":0.00022197951,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W7064744807","doi":"","title":"Covanta Holding Corporation Reports 2013 First Quarter Results","year":2013,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Work (physics)","score_opus":0.008904946047253216,"score_gpt":0.19449776426642582,"score_spread":0.1855928182191726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064744807","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008181157,0.00030799824,0.021995697,0.00010299486,0.0018916839,0.00042710645,0.000046694287,0.00076024234,0.9743858],"genre_scores_gemma":[0.18040948,0.0031915524,0.002336573,0.00007546789,0.00067100587,0.000098971235,0.001791519,0.00091900025,0.81050646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990519,0.0000044818107,0.00037316594,0.00022714573,0.00015543436,0.00018785911],"domain_scores_gemma":[0.9994507,0.000025173858,0.00010655442,0.00032969567,0.000023950746,0.000063935986],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000066515815,0.00023010933,0.00020035035,0.00017401701,0.000026546451,0.00007901017,0.00006028952,0.0002693874,0.0019658296],"category_scores_gemma":[0.000011442779,0.0002158802,0.000049607603,0.00008117532,0.000013148586,0.00013471636,0.0000060006273,0.00012337494,0.0007791177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.943539e-7,0.000008101923,0.000039767197,0.000066678214,0.00003415789,0.000010818706,0.000029044422,0.000644586,0.000058794758,0.000267027,0.9984942,0.00034582242],"study_design_scores_gemma":[0.00019340782,0.000019470492,0.00044681304,0.00020711546,0.000022652488,0.000009146839,0.0000058632827,0.01340404,0.00015250046,0.00008129467,0.98513454,0.00032315747],"about_ca_topic_score_codex":0.0007475032,"about_ca_topic_score_gemma":0.0005724447,"teacher_disagreement_score":0.18032767,"about_ca_system_score_codex":0.000038046146,"about_ca_system_score_gemma":0.000008835464,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W7064748986","doi":"","title":"Collaborative mind mapping to support online discussion in teacher education","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"Collaborative learning; Online discussion; Concept map; Set (abstract data type); Grounded theory; Construct (python library); Mind map; Variety (cybernetics); Process (computing); Computer-supported collaborative learning","score_opus":0.038211096128278686,"score_gpt":0.29012941615332777,"score_spread":0.2519183200250491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064748986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99661136,0.000028913078,0.0007638079,0.0001932391,0.00051239127,0.000502273,0.000047734567,0.000072633506,0.0012676417],"genre_scores_gemma":[0.99505985,0.000034315464,0.00013188049,0.0001003462,0.000052610536,0.0000019531828,0.00013862122,0.00003516165,0.004445237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892026,0.000053294836,0.00022324933,0.0003053558,0.0001940681,0.00030378855],"domain_scores_gemma":[0.9994315,0.000026417583,0.000040504186,0.0002530865,0.000080186575,0.00016828883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013457473,0.00021104344,0.00020996858,0.0006318341,0.000042740903,0.000089359106,0.00025518856,0.00014003951,0.0000859995],"category_scores_gemma":[0.000014614488,0.00020784642,0.000044926415,0.00078129413,0.000014508953,0.0010948519,0.000054209457,0.0003142753,0.000396663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023683971,0.00014526691,0.98565435,0.000046015535,0.000015064112,0.000013009301,0.0014430356,0.0013389464,0.003686017,0.000014621539,0.0000026778057,0.007617291],"study_design_scores_gemma":[0.0005899422,0.00008997159,0.9798386,0.0002721017,0.000014792676,0.0000024535411,0.0011046556,0.000015485854,0.0013785253,0.000020058496,0.016353883,0.00031953293],"about_ca_topic_score_codex":0.0000024193878,"about_ca_topic_score_gemma":0.00090874184,"teacher_disagreement_score":0.016351206,"about_ca_system_score_codex":0.00032840463,"about_ca_system_score_gemma":0.00011847278,"threshold_uncertainty_score":0.8475731},"labels":[],"label_agreement":null},{"id":"W7064771238","doi":"","title":"Coronary bypass grafting in South Thames: The correlation between clinical scores and waiting times","year":2002,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Bypass grafting; Waiting list; Bypass surgery; Referral; Correlation; Coronary angiography; Artery; Bypass operation","score_opus":0.05855765967411439,"score_gpt":0.3168843995952315,"score_spread":0.2583267399211171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064771238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832748,0.0015419491,0.00034105015,0.00026777555,0.00019518298,0.0006516194,0.00007029083,0.00011177617,0.013545525],"genre_scores_gemma":[0.9986518,0.00068878615,0.00010195729,0.000023193192,0.00024005052,0.000041625888,0.000038914608,0.00004510133,0.00016859018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763507,0.00019633058,0.0006445224,0.0003101346,0.0005913687,0.00062255864],"domain_scores_gemma":[0.9977115,0.0017624013,0.000059362985,0.0002275906,0.000093535695,0.00014560325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018527537,0.00018608295,0.0002774752,0.00026884148,0.00030370778,0.000104686784,0.00018238227,0.00017026224,0.0001396337],"category_scores_gemma":[0.00050269754,0.0001572261,0.00007328718,0.0006268003,0.00020668056,0.00032382685,0.00007560541,0.00095114514,0.000048591006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001963781,0.000054190405,0.97617674,0.000077781515,0.00009018299,0.00015964422,0.0015852795,0.0022623981,0.00003927869,0.002234004,0.001454178,0.015846668],"study_design_scores_gemma":[0.0010588779,0.00013658429,0.5718432,0.00027137413,0.000021992311,0.000017675138,0.0008328418,0.42332694,0.00007114006,0.0006562668,0.0014963085,0.00026680698],"about_ca_topic_score_codex":0.000068461304,"about_ca_topic_score_gemma":0.0001129759,"teacher_disagreement_score":0.42106456,"about_ca_system_score_codex":0.000048904243,"about_ca_system_score_gemma":0.000032884796,"threshold_uncertainty_score":0.6411494},"labels":[],"label_agreement":null},{"id":"W7064776206","doi":"","title":"COVID-19 and decreasing consumption: a multisectoral assesment for Italy","year":2023,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Estimation; Psychological resilience; Economic indicator; Resilience (materials science); Economic impact analysis; Official statistics","score_opus":0.08175137397792699,"score_gpt":0.3391060224685546,"score_spread":0.2573546484906276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064776206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878889,0.0006497176,0.009091402,0.00071100617,0.00013150174,0.0008274671,0.00031264164,0.00020088747,0.00018649761],"genre_scores_gemma":[0.996835,0.0010498618,0.0016139079,0.00000916282,0.000036772384,0.0000038929084,0.00028558698,0.000017429658,0.00014841574],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998897,0.000047156762,0.00011868215,0.0002738147,0.00029834328,0.00036496468],"domain_scores_gemma":[0.9989477,0.00036150054,0.000021340751,0.00020915671,0.00017273969,0.0002875685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007835835,0.000100791105,0.00015501166,0.0004246451,0.0002909452,0.00002859681,0.0001677356,0.000058133548,0.00004509253],"category_scores_gemma":[0.00048993086,0.00012259829,0.00004481571,0.0004294999,0.00024054594,0.0002482042,0.000069766356,0.00015532688,0.00003322287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018088679,0.0012116794,0.22933789,0.021012,0.0020553062,0.0006670772,0.050253313,0.039561227,0.19542627,0.010691036,0.31962958,0.12834576],"study_design_scores_gemma":[0.0072153397,0.0007351389,0.4026365,0.00031324237,0.00011282784,0.000044386037,0.003168533,0.06956914,0.009789328,0.0023767487,0.502957,0.0010818099],"about_ca_topic_score_codex":0.0004354973,"about_ca_topic_score_gemma":0.0001728669,"teacher_disagreement_score":0.18563694,"about_ca_system_score_codex":0.00021911213,"about_ca_system_score_gemma":0.00015890712,"threshold_uncertainty_score":0.4999413},"labels":[],"label_agreement":null},{"id":"W7064804674","doi":"","title":"Cible autoantigÃ©nique dans l'infertilitÃ©, Ã©tude de l'isoforme testiculaire de la calpastatine","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hemodynamics; Blood pressure; Diabetes mellitus; Context (archaeology)","score_opus":0.0014771054264186602,"score_gpt":0.13950178277782294,"score_spread":0.13802467735140428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064804674","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024682423,0.00112422,0.005269384,0.0014070846,0.00021747337,0.0003001212,0.0011139611,0.00004170118,0.9658436],"genre_scores_gemma":[0.87559426,0.00333942,0.008214278,0.0006984563,0.00016328169,0.00003355134,0.00009026051,0.00025255038,0.11161394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758345,0.00009915817,0.0004512631,0.00030295327,0.000871541,0.0006916327],"domain_scores_gemma":[0.99853784,0.0006060554,0.00011187177,0.00023927842,4.884539e-7,0.0005044837],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000020122085,0.0004523406,0.0004437563,0.000049787926,0.00012537312,0.000048883914,0.00025643178,0.00014998924,0.001548315],"category_scores_gemma":[0.000009084268,0.0004911479,0.000060888342,0.00009839534,0.0001537368,0.00022855266,0.000045559,0.00037517998,2.9091625e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007698428,0.00052153016,0.25216845,0.0077129165,0.0020466368,0.0014583801,0.0038776943,0.08240899,0.1336288,0.3827466,0.03974273,0.09291741],"study_design_scores_gemma":[0.00061385747,0.00010975341,0.35120478,0.0011863754,0.00015993071,0.00004862283,0.00033851087,0.068314835,0.04248438,0.0019921546,0.5327846,0.00076219946],"about_ca_topic_score_codex":0.01994756,"about_ca_topic_score_gemma":0.05774409,"teacher_disagreement_score":0.8542297,"about_ca_system_score_codex":0.000057343575,"about_ca_system_score_gemma":0.0028639256,"threshold_uncertainty_score":0.999754},"labels":[],"label_agreement":null},{"id":"W7064804696","doi":"","title":"Dalle rive dell'Arno a quelle dell'Oceano Atlantico orci per l'olio di oliva di Montelupo del XVIII secolo rinvenuti in Francia e Canada","year":2024,"lang":"it","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Power (physics); Identity (music); Sequence (biology)","score_opus":0.006524158999507043,"score_gpt":0.19796388017313868,"score_spread":0.19143972117363164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064804696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9119118,0.018419476,0.019993719,0.0006093389,0.003962091,0.0011680035,0.00043979855,0.0003670983,0.04312871],"genre_scores_gemma":[0.99208796,0.0047910344,0.0002370227,0.00024730034,0.00032886656,0.000052338954,0.00016787768,0.0001808669,0.0019067515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99617213,0.000066415945,0.0009897642,0.0007857409,0.00060543505,0.001380492],"domain_scores_gemma":[0.9985031,0.00040117739,0.000058699727,0.0004948458,0.00012378946,0.00041838837],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002700456,0.0007315361,0.00069897785,0.00036769174,0.00020918106,0.00024642827,0.0004206959,0.00040418506,0.00096629467],"category_scores_gemma":[0.00006766047,0.0007559997,0.0002273722,0.00075439696,0.00006490671,0.00044046322,0.00011453399,0.0009046084,0.00034443894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002650954,0.0013672357,0.2640052,0.005902761,0.0026251136,0.0029698035,0.020103965,0.46898028,0.004443061,0.056293868,0.15927254,0.013771055],"study_design_scores_gemma":[0.0013125245,0.00013441415,0.085934296,0.00081921776,0.0002319867,0.00003008919,0.0004865649,0.78054756,0.0015861794,0.00039885138,0.12716773,0.0013506046],"about_ca_topic_score_codex":0.4975186,"about_ca_topic_score_gemma":0.74800634,"teacher_disagreement_score":0.31156725,"about_ca_system_score_codex":0.0010154821,"about_ca_system_score_gemma":0.0009401153,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W7064811691","doi":"","title":"Child welfare's links to homelessness; BC overdose data; What is \"authentic\" Indigenous art?","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Theme (computing); Welfare; Welfare system; Welfare dependency","score_opus":0.005998158029789906,"score_gpt":0.19162807536067775,"score_spread":0.18562991733088785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064811691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000052302785,0.001559341,0.000013771565,0.00024999017,0.0012302797,0.00070761255,0.0010896211,0.00029536916,0.9948017],"genre_scores_gemma":[0.004890561,0.0070316806,0.00032543406,0.00028765653,0.00027394545,0.000022380696,0.0019263556,0.00026625342,0.98497576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822724,0.000017498345,0.0005744055,0.0002857412,0.00046455982,0.00043053066],"domain_scores_gemma":[0.9981428,0.000038654405,0.0002932994,0.0012363057,0.000092409275,0.00019652795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016356714,0.00046913547,0.0005390309,0.00016036782,0.00017280683,0.00033374256,0.00091690785,0.0007150482,0.09954375],"category_scores_gemma":[0.000044592172,0.0005021489,0.00011850655,0.000010343708,0.000061159524,0.0000027367903,0.00013694829,0.0004759042,0.014156329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016344544,0.0000345346,0.0000021093963,0.00064966705,0.00013139122,0.000012364413,0.00066244934,0.0009935441,1.0985848e-7,0.000010972966,0.9793684,0.018118113],"study_design_scores_gemma":[0.00041083407,0.000066158944,0.000045346642,0.0010574965,0.00009077137,0.000017864333,0.00007610308,0.00024167134,0.000017280854,0.0000032297037,0.99742866,0.00054459885],"about_ca_topic_score_codex":0.0017851981,"about_ca_topic_score_gemma":0.0016081864,"teacher_disagreement_score":0.08538742,"about_ca_system_score_codex":0.000059145583,"about_ca_system_score_gemma":0.000018000512,"threshold_uncertainty_score":0.999743},"labels":[],"label_agreement":null},{"id":"W7064814456","doi":"","title":"Civically Speaking - Transportation, Bus Rapid Transit (BRT) and Urban Planning with Dr. Ehab Diab with Host, Lenore Swystun","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Public transport; Transportation planning; Urban planning; Rapid transit; State (computer science); Transit-oriented development","score_opus":0.0037311764482653113,"score_gpt":0.15625216205585532,"score_spread":0.15252098560759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064814456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001312864,0.0010467212,0.000121354344,0.00005414344,0.00013276773,0.0006419775,0.0002792955,0.00027926106,0.9961316],"genre_scores_gemma":[0.13207343,0.0012034553,0.0021408931,0.00016730052,0.00020334368,0.00004264908,0.0011147157,0.0005228427,0.86253136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985422,0.000016593238,0.00050812896,0.0002181584,0.00038916137,0.0003257758],"domain_scores_gemma":[0.99925846,0.00008192838,0.00020818057,0.00023631568,0.00009780586,0.00011732603],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086966975,0.00044269324,0.00047676265,0.00012333978,0.000054446406,0.000066287015,0.000155011,0.0002990515,0.012957443],"category_scores_gemma":[0.000007432508,0.0003874499,0.0000664281,0.000019563397,0.00008867839,0.000001496989,0.00000452234,0.0002956848,0.00030095287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011668211,0.000023406092,0.00017070955,0.0013673665,0.00020364822,0.000028412156,0.0012601687,0.015381163,0.0000018980022,0.000022884422,0.9804051,0.0010185941],"study_design_scores_gemma":[0.0011721865,0.00031817987,0.00094643363,0.0011540563,0.00016563188,0.000032172946,0.00012773676,0.00032676206,0.000017406584,0.000001167612,0.9952089,0.0005293338],"about_ca_topic_score_codex":0.0005613718,"about_ca_topic_score_gemma":0.0007464139,"teacher_disagreement_score":0.13360025,"about_ca_system_score_codex":0.00003428447,"about_ca_system_score_gemma":0.00002710812,"threshold_uncertainty_score":0.9998577},"labels":[],"label_agreement":null},{"id":"W7064819551","doi":"","title":"COMPOSITION AND PHENOLOGY OF MAYFLIES (EPHEMEROPTERA) EMERGING FROM STREAMS IN ALGONQUIN PARK, ONTARIO, CANADA","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phenology; STREAMS; Composition (language); Invertebrate; Common species","score_opus":0.0035936156130877616,"score_gpt":0.16075083741003227,"score_spread":0.1571572217969445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064819551","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01457291,0.00067606615,0.000008246207,0.000016094851,0.00026406345,0.00018839742,0.00022580873,0.000042282754,0.9840061],"genre_scores_gemma":[0.27922592,0.0014253943,0.0017081874,0.00009631363,0.00009781852,0.000012295283,0.001403288,0.0001519017,0.7158789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897003,0.00001337493,0.0005297326,0.00010430592,0.00019146081,0.00019109609],"domain_scores_gemma":[0.9995458,0.00007766457,0.00016042583,0.00012916705,0.000036678946,0.000050244078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058230682,0.00021341797,0.00033102246,0.00011414412,0.000014744964,0.000010097034,0.000092033966,0.00021623926,0.04864661],"category_scores_gemma":[0.000007408252,0.00024389844,0.000033742206,0.000008296085,0.000049033624,3.3284778e-7,0.000015891816,0.00018186336,0.000046948888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024127261,0.00001574976,0.00017569802,0.00025688455,0.000066649765,0.00000910907,0.00037717685,0.0034904126,0.0000054953844,0.000013684063,0.99096024,0.004604749],"study_design_scores_gemma":[0.0004084654,0.000027388958,0.00076642627,0.00030102377,0.000030786683,0.0000044684534,0.00008253535,0.00037026498,0.000099699886,0.000006979261,0.9976875,0.00021444076],"about_ca_topic_score_codex":0.93650967,"about_ca_topic_score_gemma":0.95918655,"teacher_disagreement_score":0.26812723,"about_ca_system_score_codex":0.000116564894,"about_ca_system_score_gemma":0.000034907338,"threshold_uncertainty_score":0.994589},"labels":[],"label_agreement":null},{"id":"W7064827851","doi":"","title":"Canadian Solar to build $800M solar cell plant in Indiana (NASDAQ:CSIQ)","year":2023,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solar energy; Photovoltaic system; Solar tracker; Solar cell; Renewable energy","score_opus":0.005335709723766552,"score_gpt":0.18201389166910514,"score_spread":0.1766781819453386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064827851","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005975409,0.00047696356,0.0016317364,0.0001913244,0.0017580407,0.0006860595,0.0013541278,0.0009844577,0.99231976],"genre_scores_gemma":[0.22423033,0.0078089214,0.0035554008,0.0020426784,0.0015209009,0.00034134145,0.0018955217,0.0086110495,0.74999386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998815,0.0000074046443,0.00022781182,0.00024943548,0.00014959915,0.0005507344],"domain_scores_gemma":[0.9993401,0.00003851282,0.000016147542,0.00024587323,0.000008096391,0.00035124767],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000082713195,0.00028793415,0.000265743,0.001042986,0.000022854809,0.000045395136,0.00020177456,0.00038578815,0.0011831844],"category_scores_gemma":[0.000015153678,0.00031369473,0.000051124174,0.00033441867,0.000006200295,0.000046916095,0.000010871191,0.00028578576,0.0015723552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013982645,0.000015690315,0.0019234219,0.00016875647,0.000054395285,0.00012810563,0.00029465588,0.0033132872,0.00005409015,0.0001869471,0.99095035,0.0029088815],"study_design_scores_gemma":[0.00018911788,0.000019158584,0.0019678734,0.00022926598,0.000013062668,8.745576e-7,0.00002248419,0.0017699698,0.00035192532,0.000024298948,0.9949396,0.00047235104],"about_ca_topic_score_codex":0.32241613,"about_ca_topic_score_gemma":0.93138427,"teacher_disagreement_score":0.60896814,"about_ca_system_score_codex":0.0003190166,"about_ca_system_score_gemma":0.000117475516,"threshold_uncertainty_score":0.9999315},"labels":[],"label_agreement":null},{"id":"W7064829611","doi":"","title":"Canadians Support Compensation for Plasma Donors","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Action (physics); Government (linguistics); Compensation of employees","score_opus":0.005232188760832176,"score_gpt":0.17253934278305594,"score_spread":0.16730715402222376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064829611","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006285953,0.000033875844,0.000029030389,0.00004027039,0.0007499455,0.0005767138,0.0007791071,0.00023614347,0.9974921],"genre_scores_gemma":[0.0019393435,0.0002311411,0.0014373203,0.00008224613,0.00021947295,0.000036534846,0.001328386,0.00017390546,0.99455166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989497,0.000009269832,0.0004644177,0.00011795934,0.00018665957,0.00027200452],"domain_scores_gemma":[0.99935764,0.00007232134,0.00015352215,0.00019751386,0.000108527616,0.00011046126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000984897,0.0002603776,0.000281378,0.00010344582,0.000043440774,0.000035970428,0.00016641368,0.00032711672,0.18084574],"category_scores_gemma":[0.000035802546,0.00029094124,0.00010661983,0.000006406589,0.00005904071,2.518957e-7,0.00000883827,0.00009564217,0.0055265143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014931548,0.000008900569,0.0000021364906,0.0004799232,0.00006632342,0.000001375687,0.0000973729,0.0015181932,2.562074e-7,0.0000507669,0.99561596,0.0021438848],"study_design_scores_gemma":[0.0004694398,0.00011753509,0.000012198933,0.0001275802,0.00005738369,0.000010014707,0.000026001073,0.0018858064,0.000024133604,0.000009217876,0.9969566,0.0003041122],"about_ca_topic_score_codex":0.007741739,"about_ca_topic_score_gemma":0.022945829,"teacher_disagreement_score":0.17531922,"about_ca_system_score_codex":0.00007478245,"about_ca_system_score_gemma":0.000031480366,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W7064834631","doi":"","title":"Canada pension funds with combined $1.2 trillion under management ask companies to standardize ESG reporting","year":2020,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ask price; Pension; Work (physics); Government (linguistics); Investment (military)","score_opus":0.012347945390483346,"score_gpt":0.2093027672663783,"score_spread":0.19695482187589497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064834631","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034894733,0.00015003509,0.12256713,0.00039788493,0.0006279525,0.00068739045,0.0000677208,0.00053728453,0.87461567],"genre_scores_gemma":[0.8774736,0.00042165088,0.0048766825,0.0009576638,0.00019376577,0.00004813458,0.00038390025,0.00089165353,0.11475298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867415,0.000007293904,0.0004485656,0.00025086472,0.00037917815,0.00023993563],"domain_scores_gemma":[0.99946237,0.000020182746,0.00013522987,0.00021627395,0.000025893267,0.00014002624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057487276,0.00027813888,0.00037865175,0.00013175065,0.000037630954,0.00004630476,0.00008757532,0.000079215024,0.00037619506],"category_scores_gemma":[0.000009373323,0.00023767243,0.000035756737,0.00022087844,0.000008283415,0.00002741234,0.000021602784,0.0001251537,0.000010700874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033460838,0.000011242854,0.00015573371,0.00040161496,0.0003542049,0.0001518995,0.00003945371,0.02394863,0.000016927263,0.0016627181,0.9716209,0.0016031747],"study_design_scores_gemma":[0.0007122321,0.00010771819,0.0029637904,0.0005310706,0.00011272755,0.000005306215,0.0001253484,0.004028598,0.00013863272,0.000027542988,0.9907081,0.0005389469],"about_ca_topic_score_codex":0.08776149,"about_ca_topic_score_gemma":0.36653262,"teacher_disagreement_score":0.8771246,"about_ca_system_score_codex":0.00020598552,"about_ca_system_score_gemma":0.000083975494,"threshold_uncertainty_score":0.9692},"labels":[],"label_agreement":null},{"id":"W7064842182","doi":"","title":"2024 DCVA Closing Celebration","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Internship; Graduation (instrument); Ceremony; Work (physics); Quarter (Canadian coin)","score_opus":0.008639585139750017,"score_gpt":0.22126480607635343,"score_spread":0.2126252209366034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064842182","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014617428,0.0022160108,0.0791119,0.000047648617,0.004992107,0.0005352531,0.0009250383,0.0011422661,0.9108836],"genre_scores_gemma":[0.03508235,0.00093176664,0.0017393228,0.00009484392,0.0012519157,0.000085684114,0.001206579,0.0013778777,0.95822966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768955,0.0000634887,0.000603675,0.0007038528,0.0003473559,0.00059207063],"domain_scores_gemma":[0.999115,0.00012439907,0.000098332,0.00043907136,0.000016137277,0.00020709357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000096516866,0.0007359012,0.0005318802,0.0008941661,0.000013974296,0.00026731624,0.0005200007,0.0002411281,0.008388954],"category_scores_gemma":[0.000021838026,0.00073839136,0.0003468893,0.00014427294,0.00013879633,0.00011258308,0.0001583886,0.0009456034,0.009584571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017782271,0.000035487592,0.000038141512,0.0006272072,0.00048257314,0.000074593845,0.0013523864,0.00015580167,0.0006001948,0.0045511876,0.9911885,0.0008761111],"study_design_scores_gemma":[0.0002725522,0.00010788586,0.000070873124,0.0026147508,0.00014884595,0.000026045205,0.000018317107,0.05151587,0.0008943772,0.0045533623,0.9390472,0.00072990486],"about_ca_topic_score_codex":0.002137635,"about_ca_topic_score_gemma":0.006587305,"teacher_disagreement_score":0.07737257,"about_ca_system_score_codex":0.000080569,"about_ca_system_score_gemma":0.000031805095,"threshold_uncertainty_score":0.9995067},"labels":[],"label_agreement":null},{"id":"W7064847771","doi":"","title":"Canadian Solar Inc. (NASDAQ:CSIQ) Holdings Raised by Waterfront Wealth Inc.","year":2021,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Production (economics)","score_opus":0.005170798407430049,"score_gpt":0.19097166372024948,"score_spread":0.18580086531281945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064847771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016485289,0.0054132794,0.0030045495,0.0002569038,0.0018890664,0.0003829305,0.0007992067,0.00046470467,0.9876245],"genre_scores_gemma":[0.102640405,0.019658629,0.0021066663,0.0018384067,0.0010838449,0.00012656773,0.014107688,0.0026323874,0.8558054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987033,0.000013445922,0.00026107414,0.00028717914,0.00018017135,0.00055482297],"domain_scores_gemma":[0.99925065,0.000016958731,0.000030944884,0.000284253,0.000029251729,0.00038795115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077601115,0.00035759545,0.00034604882,0.00029073528,0.00005294537,0.000082584884,0.00018748853,0.00044896276,0.015052229],"category_scores_gemma":[0.0000076612205,0.00035965568,0.00005544187,0.00011036959,0.000017340466,0.000054384076,0.000013883471,0.00028694898,0.00024201655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.9993977e-7,0.000010547757,0.000084653126,0.00015922928,0.00009030416,0.0000117387,0.00007334083,0.00007074375,0.00043486542,0.00012774458,0.99737114,0.0015651165],"study_design_scores_gemma":[0.0002737759,0.000015554846,0.00009722427,0.00015458323,0.000021004835,0.0000018275812,0.000014427617,0.0023688716,0.00085039856,0.000018476769,0.9957274,0.0004564395],"about_ca_topic_score_codex":0.23346731,"about_ca_topic_score_gemma":0.27188197,"teacher_disagreement_score":0.1318191,"about_ca_system_score_codex":0.00034581465,"about_ca_system_score_gemma":0.00018137314,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W7064848711","doi":"","title":"Capstone Turbine Reports First Quarter Fiscal 2020 Financial Results","year":2019,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Capstone; Debt; Turbine; Work (physics)","score_opus":0.004315403792043472,"score_gpt":0.1882872918042985,"score_spread":0.18397188801225503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064848711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007770039,0.0005254372,0.0021803621,0.00022834633,0.0030856673,0.00035114778,0.00019999048,0.00049376953,0.9928576],"genre_scores_gemma":[0.048894692,0.00089969905,0.00059793226,0.00012305759,0.0015668864,0.000031981428,0.0010560303,0.0006187146,0.946211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989153,0.000004034764,0.00037100443,0.00028060368,0.00018037559,0.00024869453],"domain_scores_gemma":[0.99944365,0.000027089007,0.000060844246,0.000385391,0.000013112629,0.000069938855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005548875,0.00027376856,0.00029533412,0.000107792715,0.000017561006,0.000025124229,0.00007870035,0.00038158227,0.001007683],"category_scores_gemma":[0.000032135024,0.00025392193,0.0000875421,0.000094731724,0.000015038733,0.00004416336,0.00000951634,0.00020480687,0.0007496106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052072887,0.000015063651,0.000045085668,0.00010894175,0.000027829574,0.000051587678,0.00004345394,0.00043980865,0.000012460632,0.000051970856,0.9989716,0.00022699992],"study_design_scores_gemma":[0.00038318007,0.00003786881,0.0015135227,0.00019044215,0.000026136058,0.00001520521,0.0000022670602,0.0016882496,0.00007220231,0.000026280837,0.99568963,0.00035499205],"about_ca_topic_score_codex":0.00020178044,"about_ca_topic_score_gemma":0.0006332199,"teacher_disagreement_score":0.04881699,"about_ca_system_score_codex":0.00003879283,"about_ca_system_score_gemma":0.000020465232,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W7064860909","doi":"","title":"Condensé d’imaginaire(s). \\n Nouveaux courts métrages québécois 2009\\n","year":2009,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.0032699328883425928,"score_gpt":0.1590538951435296,"score_spread":0.155783962255187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064860909","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35367554,0.40536916,0.018634845,0.16246262,0.0031416651,0.0007439737,0.0005766713,0.00073310174,0.05466242],"genre_scores_gemma":[0.9121687,0.0663702,0.0016606888,0.00066496327,0.00024493318,0.0000031321304,0.000092298935,0.00007240091,0.01872271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981423,0.00004198909,0.00028740588,0.0003868359,0.0003154809,0.0008260129],"domain_scores_gemma":[0.99890536,0.00009791972,0.000088264664,0.0004026954,0.00012232886,0.000383442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013679365,0.00043101286,0.00038807985,0.00023062623,0.00036953308,0.000050262675,0.00029971366,0.00032898513,0.0004043754],"category_scores_gemma":[0.000024151188,0.0005715135,0.00022376417,0.00031654627,0.00009231778,0.00051848026,0.000039009097,0.00039775338,0.00049487915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012433638,0.00045571485,0.000941321,0.00023294929,0.00044976582,0.0054325154,0.0035535013,0.03264157,0.0076813265,0.14694174,0.50600624,0.29553905],"study_design_scores_gemma":[0.0013096323,0.00023218789,0.027551299,0.0001978206,0.0003274121,0.00035780267,0.0002950696,0.019404309,0.0013043814,0.0037040361,0.9446224,0.00069363165],"about_ca_topic_score_codex":0.019509792,"about_ca_topic_score_gemma":0.0489776,"teacher_disagreement_score":0.55849314,"about_ca_system_score_codex":0.00583931,"about_ca_system_score_gemma":0.00010097749,"threshold_uncertainty_score":0.9996736},"labels":[],"label_agreement":null},{"id":"W7064886861","doi":"","title":"Components of Metabolic Syndrome and 5-Year Chance in Insulin Clearance - The Resistance Atherosclerosis Study (IRAS)","year":2013,"lang":"en","type":"article","venue":"ScholarlyCommons (University of Pennsylvania)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; University of Toronto","keywords":"Metabolic syndrome; Blood pressure; Insulin; Triglycerides blood; Insulin resistance; Diabetes mellitus","score_opus":0.012135642853270075,"score_gpt":0.1768326095879138,"score_spread":0.16469696673464373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064886861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976157,0.0008543888,0.00022879899,0.00011753189,0.00005817546,0.00044480123,0.000030847,0.000025893105,0.0006238668],"genre_scores_gemma":[0.9987352,0.0007688463,0.00043096842,0.000005475781,0.0000032587584,0.0000018785785,0.0000031953894,0.000012936909,0.00003827636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992613,0.000064338004,0.00017107347,0.00015134386,0.00018552631,0.00016639273],"domain_scores_gemma":[0.99948543,0.0000694779,0.00006215777,0.00027377543,0.000060109505,0.00004906806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022169625,0.00011427436,0.00026548404,0.00013737498,0.00010216409,0.000026317093,0.00032119578,0.00005535925,0.000046741578],"category_scores_gemma":[0.000015989051,0.00012206649,0.00004218735,0.0003787749,0.000104689585,0.0006845405,0.000054920365,0.00024275164,0.000022630362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017567512,0.0011910843,0.9179636,0.00034340637,0.00041389992,0.000018243369,0.017939983,0.0016844021,0.050111473,0.0051540923,0.00026777684,0.004736327],"study_design_scores_gemma":[0.0009391516,0.000050408806,0.99564517,0.00008485625,0.00002599263,7.0561947e-7,0.0013564016,0.0010465056,0.00011248535,0.00017530711,0.0004479679,0.00011507211],"about_ca_topic_score_codex":0.00075269345,"about_ca_topic_score_gemma":0.001105626,"teacher_disagreement_score":0.07768151,"about_ca_system_score_codex":0.000017461085,"about_ca_system_score_gemma":0.0000064553733,"threshold_uncertainty_score":0.4977727},"labels":[],"label_agreement":null},{"id":"W7064891033","doi":"","title":"Conservatives threaten to discard Ontario's feed-in tariff","year":2011,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tariff; Government (linguistics); Gloom; Work (physics)","score_opus":0.014395083472050358,"score_gpt":0.20108203043844225,"score_spread":0.1866869469663919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064891033","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007509455,0.00017482271,0.0038771357,0.0000309348,0.00041253486,0.0003054273,0.000034764005,0.00027689536,0.9941365],"genre_scores_gemma":[0.059482716,0.00027331227,0.0030493748,0.00015919167,0.000104380204,0.00008478929,0.00011397577,0.00056424696,0.936168],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994198,0.000004325632,0.00014625581,0.00015639764,0.00007547194,0.00019776705],"domain_scores_gemma":[0.9997367,0.000013505345,0.000012234503,0.00016345679,0.000007301376,0.00006675403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027412902,0.00020655255,0.0002300446,0.00019737643,0.0000071031823,0.000016144377,0.00010694113,0.00016719713,0.0073021674],"category_scores_gemma":[0.000003129352,0.00018519048,0.00004079354,0.000086491134,0.000012070047,0.000038445276,0.000010512865,0.00013695745,0.00038640882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099993895,0.00005873573,0.033668097,0.00012234967,0.00021305034,0.00001589337,0.0027306192,0.00037558464,0.00007028478,0.005733555,0.95460457,0.002397265],"study_design_scores_gemma":[0.00023469553,0.00002970341,0.09340321,0.00024101122,0.000019084127,5.222098e-7,0.0000189337,0.00011919285,0.00014665605,0.0002836198,0.9051092,0.00039414904],"about_ca_topic_score_codex":0.06844075,"about_ca_topic_score_gemma":0.45504743,"teacher_disagreement_score":0.3866067,"about_ca_system_score_codex":0.00008391746,"about_ca_system_score_gemma":0.000023751087,"threshold_uncertainty_score":0.9936053},"labels":[],"label_agreement":null},{"id":"W7064905641","doi":"","title":"Canada Outdoor Air Source Heat Pump Market [2023 Report]","year":2023,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Air source heat pumps; Heat pump; Air pollution; Heat exchanger","score_opus":0.005473903059336016,"score_gpt":0.18661269788199414,"score_spread":0.18113879482265813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064905641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002355391,0.0002476531,0.0032295545,0.0001766833,0.0024821616,0.00020985313,0.00021271656,0.0015562437,0.9918616],"genre_scores_gemma":[0.0038880117,0.00046392382,0.00006633277,0.0001316279,0.00032387118,0.000026852573,0.00014558484,0.0011896832,0.9937641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990113,0.000005489032,0.00024989038,0.00020987137,0.00023817131,0.00028529367],"domain_scores_gemma":[0.99950206,0.000056055247,0.000022011605,0.00030413413,0.000013369544,0.000102376594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006515799,0.00024501167,0.0002391136,0.00011995464,0.000020249312,0.000016311827,0.00010958922,0.00019011371,0.004228618],"category_scores_gemma":[0.000031326388,0.0002424434,0.00005679988,0.00014449717,0.000009538281,0.000024568166,0.000012226441,0.0001557267,0.00014803452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.310268e-7,0.0000028663187,0.0000924666,0.000084536645,0.000087258624,0.00011717275,0.000004164896,0.0017095935,0.0000033995536,0.000022466616,0.99717593,0.00069959153],"study_design_scores_gemma":[0.00009053587,0.000003934243,0.0009501736,0.00011988072,0.000024099927,0.00001061863,0.000007985948,0.0063783107,0.00004359236,0.0000070408446,0.99206716,0.0002966577],"about_ca_topic_score_codex":0.74607223,"about_ca_topic_score_gemma":0.9314069,"teacher_disagreement_score":0.18533471,"about_ca_system_score_codex":0.00015216481,"about_ca_system_score_gemma":0.00013837933,"threshold_uncertainty_score":0.99668163},"labels":[],"label_agreement":null},{"id":"W7064918950","doi":"","title":"Contrasting responses of Arctic charr and brown trout to compensatory nutrient enrichment in an oligotrophicated reservoir","year":2025,"lang":"en","type":"article","venue":"Epsilon Open Archive (Sveriges lantbruksuniversitet biblioteket (Swedish University of Agricultural Sciences))","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Energimyndigheten; Naturvårdsverket; Stiftelsen Oscar och Lili Lamms Minne","keywords":"Nutrient; Arctic; Trout; Brown trout; Eutrophication; Salmonidae; Ecosystem","score_opus":0.0161536133750256,"score_gpt":0.24328828275981,"score_spread":0.22713466938478438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064918950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918513,0.00011277994,0.00057894556,0.00042442698,0.000114211325,0.000580783,0.00016618628,0.000040585794,0.006130799],"genre_scores_gemma":[0.9970823,0.00061746035,0.0021118592,0.000032435495,0.000006783494,4.9319516e-7,0.000043369455,0.0000047150866,0.00010056148],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99860114,0.00012548004,0.0002570252,0.0003817036,0.00029055105,0.00034412072],"domain_scores_gemma":[0.9991581,0.0002609018,0.00009752339,0.00016698809,0.00013079391,0.00018569434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003325392,0.00019698661,0.000389375,0.0016161994,0.00026519853,0.000086656095,0.00088351755,0.00006200206,0.000043332868],"category_scores_gemma":[0.000040804287,0.0001851579,0.00005681883,0.003208513,0.0003399555,0.000979743,0.00033047647,0.00017153735,0.000002103469],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034214675,0.0011516372,0.38626012,0.0009845393,0.00047846237,0.0002022987,0.02343076,0.07558221,0.4649968,0.030927012,0.009815295,0.0027493816],"study_design_scores_gemma":[0.0013128427,0.000352954,0.98543984,0.00047377852,0.00004022298,0.0000036322954,0.0057301703,0.0030649635,0.0021015285,0.00020921821,0.0010016992,0.00026914303],"about_ca_topic_score_codex":0.0019154998,"about_ca_topic_score_gemma":0.0014348953,"teacher_disagreement_score":0.59917974,"about_ca_system_score_codex":0.00014036326,"about_ca_system_score_gemma":0.000071701914,"threshold_uncertainty_score":0.755052},"labels":[],"label_agreement":null},{"id":"W7064929859","doi":"","title":"Collation Model for Ms. Codex 20: [Summa dictaminis] ...[etc.]; [manuscript].","year":2022,"lang":"en","type":"article","venue":"Scholarly Commons (University of Pennsylvania)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collation; Table (database); Front (military); Attribution; Quarter (Canadian coin); Period (music)","score_opus":0.024073317305892888,"score_gpt":0.19676155668686385,"score_spread":0.17268823938097097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064929859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61592716,0.00029525004,0.36718446,0.0007884786,0.00053309475,0.000777749,0.0019115823,0.00028273754,0.012299507],"genre_scores_gemma":[0.9948015,0.000055629513,0.004009633,0.00003358413,0.00001863536,0.000004816513,0.00033277116,0.000031683245,0.000711716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901634,0.000036651192,0.00017605258,0.00020342402,0.00031056508,0.0002569502],"domain_scores_gemma":[0.9993238,0.000082504004,0.00006949499,0.0002845571,0.00013881295,0.0001008305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027893353,0.0001494804,0.00022795473,0.0002620831,0.0006140265,0.000061277206,0.00041316144,0.000079418285,0.0001432183],"category_scores_gemma":[0.000020292762,0.0002290534,0.00013215125,0.00034289085,0.000043470347,0.0010969031,0.000100604375,0.00032451545,0.000011042685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003699241,0.00047701958,0.010470907,0.00028200835,0.00036295483,0.000021791358,0.007649608,0.864908,0.034088474,0.019382767,0.053142715,0.008843831],"study_design_scores_gemma":[0.0014408972,0.00017207747,0.0092272125,0.000015856009,0.00009920566,0.00000288937,0.0012027746,0.9408371,0.00014166781,0.0016755722,0.044885684,0.00029909136],"about_ca_topic_score_codex":0.000083456616,"about_ca_topic_score_gemma":0.00046527712,"teacher_disagreement_score":0.3788744,"about_ca_system_score_codex":0.00019239899,"about_ca_system_score_gemma":0.00006070775,"threshold_uncertainty_score":0.93405265},"labels":[],"label_agreement":null},{"id":"W7064933033","doi":"","title":"De schone lei in Canada: een historische rechtsvergelijking","year":2024,"lang":"nl","type":"article","venue":"Radboud Repository (Radboud University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Process (computing); Order (exchange)","score_opus":0.005733905537339879,"score_gpt":0.15964865101321285,"score_spread":0.15391474547587297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064933033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59085685,0.07614341,0.020007672,0.0005753975,0.03737257,0.0010773564,0.00024107668,0.00084357936,0.2728821],"genre_scores_gemma":[0.9835573,0.0026361658,0.00021927836,0.000018918563,0.00056894845,0.000002233059,0.00003127369,0.00010081052,0.012865089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973004,0.00016069603,0.0005269278,0.0006555881,0.0004710833,0.0008853196],"domain_scores_gemma":[0.9987635,0.00027366093,0.0000759028,0.0004409236,0.00008126572,0.00036472612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023819284,0.00047481465,0.00045815212,0.00082166126,0.0002955173,0.00031247942,0.00045827022,0.00036682416,0.00006166902],"category_scores_gemma":[0.00003192282,0.0006222631,0.0001587785,0.0013521122,0.00007134993,0.0006463208,0.00006989944,0.0011092717,0.000048333586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030858887,0.00042528484,0.035181396,0.0032732468,0.0022331239,0.045389593,0.0051809843,0.6684031,0.028496332,0.13401482,0.06811608,0.00897746],"study_design_scores_gemma":[0.0006666208,0.00005928799,0.014785074,0.001039271,0.00030833707,0.00009426496,0.00076469604,0.21325777,0.0010576661,0.000034363846,0.7670537,0.00087891985],"about_ca_topic_score_codex":0.66655064,"about_ca_topic_score_gemma":0.145194,"teacher_disagreement_score":0.69893765,"about_ca_system_score_codex":0.013468029,"about_ca_system_score_gemma":0.0039210753,"threshold_uncertainty_score":0.9996229},"labels":[],"label_agreement":null},{"id":"W7064941268","doi":"","title":"The CRA called \"malicious\" by judge in case of Vancouver couple","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Identification (biology)","score_opus":0.0031543633887299886,"score_gpt":0.1699846347942303,"score_spread":0.1668302714055003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064941268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006247323,0.0005615938,0.0000050156273,0.000019572411,0.00053396076,0.00035024594,0.00020675818,0.000085245134,0.9976129],"genre_scores_gemma":[0.013605694,0.0010646661,0.00013785045,0.00004134106,0.00006149239,0.000017774717,0.000091073445,0.00011273972,0.9848674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882954,0.000020677475,0.00061615004,0.00009665748,0.0002031447,0.00023384686],"domain_scores_gemma":[0.99926865,0.00013873099,0.00019731234,0.00025638068,0.00008382627,0.000055127894],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017133183,0.0002320341,0.00029654175,0.000058616253,0.00003826372,0.00002056188,0.00018303258,0.00027914223,0.051347576],"category_scores_gemma":[0.00005109656,0.00020027344,0.000080777936,0.000010976727,0.00010066216,2.5254207e-7,0.00001911576,0.00015545136,0.0010436492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017794617,0.000020497444,0.0000044319336,0.0002795472,0.000045994915,0.000020062764,0.000116184,0.0011147195,0.0000010576838,0.00000936314,0.9974788,0.000891589],"study_design_scores_gemma":[0.0004619546,0.00006648421,0.0000049065015,0.00014182265,0.000026431064,0.00003214311,0.00007472583,0.001210075,0.0000373829,0.000005536201,0.9977342,0.00020433907],"about_ca_topic_score_codex":0.0068318015,"about_ca_topic_score_gemma":0.030430019,"teacher_disagreement_score":0.05030393,"about_ca_system_score_codex":0.000046295612,"about_ca_system_score_gemma":0.000014521882,"threshold_uncertainty_score":0.9997818},"labels":[],"label_agreement":null},{"id":"W7064943908","doi":"","title":"The Development of Conspiracy Theories During the Freedom Convoy","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distrust; Politics; Ideology; Blame; Appeal; Narrative; Order (exchange)","score_opus":0.03397831496136086,"score_gpt":0.25047129815765307,"score_spread":0.2164929831962922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064943908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978476,0.0001532579,0.00066816784,0.000049969818,0.00042234577,0.000324305,0.000026799753,0.00010154444,0.0004060067],"genre_scores_gemma":[0.9994282,0.000030216188,0.000012541882,0.000015402598,0.00002274608,0.0000062122253,0.000007524594,0.000024864186,0.00045227335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998855,0.00012621489,0.00026459087,0.00016316849,0.00032493979,0.0002660912],"domain_scores_gemma":[0.9992467,0.00022279342,0.00007577316,0.000338675,0.000059296104,0.000056718913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004216159,0.00016246934,0.00014375606,0.00012293016,0.0010669931,0.000099591816,0.00066567404,0.000034604116,0.000025233372],"category_scores_gemma":[0.000017854816,0.00013059558,0.000062718085,0.0003165154,0.000111289744,0.00037467183,0.00021076425,0.00039195348,0.000013394222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058304915,0.00006171922,0.9887006,0.0000365103,0.0001495772,0.000023000339,0.0041543045,0.0043032905,0.0011623426,0.0007534958,3.6649865e-7,0.00059645425],"study_design_scores_gemma":[0.0007282474,0.000055428252,0.98428166,0.000021285996,0.000040657516,0.000006887997,0.0027920492,0.0000074056757,0.0038984553,0.000113606824,0.007851949,0.00020234917],"about_ca_topic_score_codex":0.0000016092929,"about_ca_topic_score_gemma":0.000517189,"teacher_disagreement_score":0.007851582,"about_ca_system_score_codex":0.00016311668,"about_ca_system_score_gemma":0.00006388947,"threshold_uncertainty_score":0.8206556},"labels":[],"label_agreement":null},{"id":"W7064947028","doi":"","title":"Deep pockets, packets, and harbours","year":2013,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Intellectual property; Liability; Legislature; Directive; Service provider; The Internet; Treaty; Communications law","score_opus":0.005728300506264758,"score_gpt":0.18606184446898663,"score_spread":0.1803335439627219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064947028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857597,0.0019597304,0.0070719966,0.00042387194,0.00062916434,0.00026046365,0.000007783586,0.00035729253,0.0035300183],"genre_scores_gemma":[0.9964533,0.0014381034,0.0015535981,0.00017076697,0.00020792143,0.000025924222,0.000026363912,0.000076817036,0.00004723155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998558,0.000034463184,0.0004013802,0.00027300906,0.00021375634,0.0005194132],"domain_scores_gemma":[0.99925685,0.00014470752,0.00005047798,0.00024000891,0.000081907405,0.00022605446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020139627,0.00030016754,0.00026164146,0.00020557249,0.00020396887,0.00025129956,0.00018394194,0.00014006623,0.00006924326],"category_scores_gemma":[0.000062248764,0.0002873486,0.000085365864,0.00020822334,0.000057905156,0.00040547407,0.000025813266,0.00037007788,0.00014148897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008894065,0.0006595643,0.0824352,0.0011365556,0.0018661846,0.00028509332,0.031290386,0.027973859,0.3992481,0.025574371,0.033294942,0.3961468],"study_design_scores_gemma":[0.0043356246,0.00058759167,0.23535176,0.0011485484,0.00043099164,0.0004067777,0.0018792436,0.60363483,0.08254768,0.026490575,0.03910048,0.0040858686],"about_ca_topic_score_codex":0.00002874058,"about_ca_topic_score_gemma":0.000013215342,"teacher_disagreement_score":0.575661,"about_ca_system_score_codex":0.000053986452,"about_ca_system_score_gemma":0.00002018655,"threshold_uncertainty_score":0.99995786},"labels":[],"label_agreement":null},{"id":"W7064969704","doi":"","title":"A cognitive-functional approach to topic constructions in Beijing Mandarin","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mandarin Chinese; Beijing; Iconicity; Schema (genetic algorithms); Point (geometry)","score_opus":0.011704961229903778,"score_gpt":0.189950158273908,"score_spread":0.1782451970440042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064969704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8926882,0.00010320341,0.0165989,0.0000470491,0.0004452037,0.0003211972,0.000051251925,0.00007658332,0.08966837],"genre_scores_gemma":[0.9976864,0.000116807445,0.001210932,0.000009047927,0.00003940313,0.0000012008769,0.0006135112,0.000016254216,0.0003064509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993879,0.000011107931,0.00009929208,0.00017936829,0.00016471297,0.00015759669],"domain_scores_gemma":[0.99972343,0.000028705535,0.00003513533,0.00008249687,0.00007404231,0.00005621176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000457418,0.00014662152,0.00020877816,0.0003878571,0.00008131409,0.000014589722,0.00009316291,0.00016911268,0.000009577559],"category_scores_gemma":[0.000010168939,0.0002199253,0.000068991256,0.0002555388,0.000019971565,0.00012745423,0.0000071231925,0.00022588343,0.000018380963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018566367,0.0024795493,0.33813715,0.006579308,0.0022032738,0.0002391842,0.016744161,0.22877057,0.008380765,0.04553072,0.022943107,0.32613555],"study_design_scores_gemma":[0.0006668921,0.000041523952,0.9821855,0.00030412874,0.000084699765,0.0000030071992,0.009970591,0.0042119445,0.0001231962,0.00012162338,0.0020070442,0.0002798714],"about_ca_topic_score_codex":0.00028858703,"about_ca_topic_score_gemma":0.081446365,"teacher_disagreement_score":0.64404833,"about_ca_system_score_codex":0.00011988263,"about_ca_system_score_gemma":0.000038014037,"threshold_uncertainty_score":0.93531483},"labels":[],"label_agreement":null},{"id":"W7064972939","doi":"","title":"Effets de l'arme à feu sur la carrière criminelle: Sondage auprès de détenus fédéraux au Québec","year":2018,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Government (linguistics); Chine","score_opus":0.005242659895338795,"score_gpt":0.16850587807872325,"score_spread":0.16326321818338446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064972939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46362373,0.015688092,0.0092809,0.00051770936,0.0022280551,0.00054438395,0.00025227657,0.00035520233,0.50750965],"genre_scores_gemma":[0.7133567,0.0012698885,0.0019819296,0.000102081576,0.00095089566,0.000029209099,0.00013070056,0.0002484012,0.28193024],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997163,0.0001681546,0.0004649381,0.0006441409,0.0005247849,0.0010349697],"domain_scores_gemma":[0.9980284,0.0003568647,0.00021104314,0.0005197379,0.00020425796,0.00067968265],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002846393,0.00075003033,0.0005824294,0.00039462058,0.002740105,0.00010058539,0.0005554304,0.0009782853,0.0007481032],"category_scores_gemma":[0.00013991637,0.0009250502,0.00041564452,0.00028059288,0.0004958006,0.00033918853,0.00014669617,0.0006025281,0.0005079515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0013545004,0.0020084553,0.43134153,0.0041740816,0.0058739185,0.02166932,0.11843478,0.14858904,0.060344934,0.0805693,0.07498885,0.050651293],"study_design_scores_gemma":[0.0020444146,0.0001530471,0.14419743,0.00087966933,0.00082819303,0.001294728,0.0012669491,0.015485039,0.0048492784,0.00017752223,0.82766956,0.0011541448],"about_ca_topic_score_codex":0.5170111,"about_ca_topic_score_gemma":0.15079366,"teacher_disagreement_score":0.7526807,"about_ca_system_score_codex":0.018481726,"about_ca_system_score_gemma":0.006601405,"threshold_uncertainty_score":0.99932003},"labels":[],"label_agreement":null},{"id":"W7064985386","doi":"","title":"A comparative study to screen dementia and APOE genotypes in an ageing East African population","year":2013,"lang":"en","type":"article","venue":"University of Nairobi Research Archive (University of Nairobi)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Apolipoprotein E; Genotype; Ageing; Vascular dementia; Ethnic group; Population; Disease","score_opus":0.030901241086734976,"score_gpt":0.248917358917288,"score_spread":0.21801611783055302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064985386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98674756,0.000031405605,0.009835887,0.00007381577,0.000015811824,0.00087724975,0.00006461051,0.000035471978,0.0023181953],"genre_scores_gemma":[0.9963921,0.000047541565,0.0034526894,0.0000018651932,0.000006516632,1.8888451e-7,0.000050608618,0.0000096593585,0.000038887432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987104,0.00021250921,0.00012542782,0.00027347787,0.00031421712,0.00036397864],"domain_scores_gemma":[0.99920565,0.00013184284,0.000042574615,0.0002040732,0.0001782877,0.00023759634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003336184,0.00013006186,0.00029177894,0.00093166914,0.00024601538,0.000018797664,0.00034892367,0.00004489704,0.00009457606],"category_scores_gemma":[0.000016611903,0.00018029666,0.00004608459,0.0005634334,0.00019965933,0.00060205965,0.00018374977,0.0002511431,0.00002171683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013396029,0.0030901313,0.48585156,0.00052197697,0.0009218587,0.00023009055,0.34487662,0.06689351,0.07149538,0.0021964351,0.0027919817,0.019790862],"study_design_scores_gemma":[0.0010966001,0.0005461956,0.93110675,0.00008068042,0.000031034022,5.4509894e-7,0.038976464,0.02740235,0.00003636817,0.00029199672,0.00025793433,0.00017308326],"about_ca_topic_score_codex":0.020141391,"about_ca_topic_score_gemma":0.0327259,"teacher_disagreement_score":0.4452552,"about_ca_system_score_codex":0.00011479447,"about_ca_system_score_gemma":0.000032492884,"threshold_uncertainty_score":0.98638356},"labels":[],"label_agreement":null},{"id":"W7064988172","doi":"","title":"A comparison of the bioaccumulation potential of three freshwater organisims exposed to sediment-associated contaminants under laboratory conditions","year":2011,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioaccumulation; Pimephales promelas; Sediment; Trophic level; Contamination; Chironomus riparius; Bioindicator; Crangon crangon","score_opus":0.02609413622355373,"score_gpt":0.2211874073855239,"score_spread":0.19509327116197017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064988172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99004436,0.000028088736,0.008993953,0.00008702855,0.00016877192,0.00020884087,0.00025011008,0.00002326102,0.00019556699],"genre_scores_gemma":[0.999803,0.000006586366,0.0001292617,0.000010223689,0.000006364147,1.6452516e-7,0.000024633533,0.00000853141,0.000011246767],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99950427,0.000029644207,0.00014818767,0.00006554887,0.00015013097,0.00010220426],"domain_scores_gemma":[0.9995177,0.00003602597,0.000096516625,0.00017901332,0.00014333632,0.000027400185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097262935,0.00007243946,0.00015466563,0.00006441737,0.00008620288,0.000002522825,0.00021730793,0.00006214283,0.00014994062],"category_scores_gemma":[0.000008914196,0.00006107792,0.000057625177,0.00026246384,0.000087146276,0.0001014642,0.000035622154,0.000054350854,0.0000067928563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047362377,0.0001377978,0.0236385,0.000030172569,0.00018589638,5.5573724e-7,0.005541292,0.008211035,0.96084344,0.0007377305,0.00056453806,0.0000616792],"study_design_scores_gemma":[0.00060445454,0.00007733628,0.90492076,0.000034126726,0.00014615353,1.2555132e-7,0.0016450743,0.008627472,0.083541445,0.00027654762,0.000047486436,0.00007903904],"about_ca_topic_score_codex":0.00031070923,"about_ca_topic_score_gemma":0.0009029321,"teacher_disagreement_score":0.8812822,"about_ca_system_score_codex":0.00003585402,"about_ca_system_score_gemma":0.000021414788,"threshold_uncertainty_score":0.24906853},"labels":[],"label_agreement":null},{"id":"W7064994709","doi":"","title":"Circadian regulation of the mouse presenilin-2 gene : how is the molecular clockwork involved?","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clockwork; Gene; Circadian rhythm; Circadian clock; Period (music); Gene expression","score_opus":0.0089976805973722,"score_gpt":0.20107766377143133,"score_spread":0.19207998317405914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064994709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97191554,0.0017572346,0.000005245444,0.00013106519,0.001172825,0.0011516996,0.00095527153,0.00019624324,0.022714896],"genre_scores_gemma":[0.9955512,0.00088174234,0.00024694836,0.00017281418,0.00009057658,0.000110846035,0.00080357754,0.00023280825,0.0019094496],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971916,0.00015239122,0.00072384905,0.0005298278,0.0008515625,0.0005507356],"domain_scores_gemma":[0.9978849,0.00015696127,0.00031509524,0.001162126,0.00031823976,0.00016265584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037212545,0.0006266579,0.00047917152,0.00021991895,0.00056720217,0.00009758975,0.00087516545,0.00075669796,0.00009179293],"category_scores_gemma":[0.00023284821,0.0005045415,0.00048356695,0.000668194,0.00006764458,0.00045346722,0.00004817556,0.0011745312,0.000035967685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009603997,0.00019513853,0.0001768514,0.0009231629,0.0009768269,0.000008525059,0.0002076985,0.030059306,0.8041672,0.07982355,0.00018573974,0.083179936],"study_design_scores_gemma":[0.00049618667,0.00003790718,0.007917017,0.00029182565,0.0003253828,0.0000033871813,0.00014941792,0.0023064336,0.92527735,0.0055409847,0.056917842,0.00073625485],"about_ca_topic_score_codex":0.00007867395,"about_ca_topic_score_gemma":0.0008466678,"teacher_disagreement_score":0.12111014,"about_ca_system_score_codex":0.00036348708,"about_ca_system_score_gemma":0.00004261872,"threshold_uncertainty_score":0.9997406},"labels":[],"label_agreement":null},{"id":"W7065006133","doi":"","title":"Diversity in Creation: Identity, Race, Sexuality and Indigenous Creativity","year":2007,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Diversity (politics); Human sexuality; Indigenous; Sexual orientation; Identity (music); Sexual identity; Theme (computing); Narrative; Negotiation","score_opus":0.016522665211026716,"score_gpt":0.26301062079722776,"score_spread":0.24648795558620104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065006133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90959996,0.00009549824,0.06866362,0.000012964977,0.000075241944,0.00009760225,0.0000040098007,0.00006792727,0.021383166],"genre_scores_gemma":[0.9995419,0.00014763625,0.0002065271,0.000018717965,0.000018225866,8.3904837e-7,0.000006440316,0.000004374684,0.000055337325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995652,0.000006572465,0.00011227217,0.00007947522,0.00010164537,0.0001348737],"domain_scores_gemma":[0.99980146,0.00006809869,0.0000079966585,0.00006140222,0.000015299134,0.000045767963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033730624,0.00006110705,0.00007917956,0.000078430705,0.00012064994,0.000017914044,0.000041178137,0.00004873495,0.000036977224],"category_scores_gemma":[0.000014526223,0.00006550654,0.000010552066,0.00013924942,0.000018577432,0.00037034566,0.000051420353,0.00006547676,0.000005498831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050548165,0.00004196048,0.9899323,0.000028946775,0.000009729768,0.000006158075,0.0034325458,0.0003308045,0.00017323416,0.0018183847,0.00002476137,0.0041961493],"study_design_scores_gemma":[0.00022949265,0.000011862292,0.9962786,0.0000053037215,0.000005218806,0.0000012156065,0.00009018668,0.0009769386,0.0008614578,0.0012117698,0.000244661,0.00008330219],"about_ca_topic_score_codex":0.00078001653,"about_ca_topic_score_gemma":0.003520995,"teacher_disagreement_score":0.089941934,"about_ca_system_score_codex":0.000053429754,"about_ca_system_score_gemma":0.0000040344885,"threshold_uncertainty_score":0.2671279},"labels":[],"label_agreement":null},{"id":"W7065028905","doi":"","title":"Desarrollo territorial rural y cooperativas: un anÃ¡lisis desde las polÃticas pÃºblicas","year":2014,"lang":"es","type":"other","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Local Development; Inequality; Rural area","score_opus":0.008427541235501778,"score_gpt":0.21917771961788732,"score_spread":0.21075017838238555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065028905","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37676245,0.005110677,0.16293718,0.0018467263,0.014477169,0.0038225728,0.002162357,0.0029462907,0.4299346],"genre_scores_gemma":[0.97436154,0.0021147854,0.004734302,0.00019650256,0.003460541,0.000038950646,0.00063152105,0.00094223727,0.013519596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536115,0.00028167278,0.00088311586,0.001019854,0.0007892355,0.0016649975],"domain_scores_gemma":[0.9969569,0.00042608124,0.00035684436,0.0011849825,0.0002453941,0.0008298297],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000372331,0.0014370226,0.001402344,0.0013428202,0.0005013047,0.00058170484,0.0010674802,0.0017903227,0.0035988619],"category_scores_gemma":[0.00017359774,0.0016736566,0.00065571384,0.0010931896,0.00031413554,0.00067738665,0.00017919247,0.0012098934,0.0011830869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032962197,0.0047039227,0.048487496,0.0071717105,0.019078456,0.0050954483,0.016168894,0.07082755,0.062166538,0.25697324,0.27576116,0.23026934],"study_design_scores_gemma":[0.008493979,0.001008525,0.033643834,0.0023326504,0.0022179205,0.0002499373,0.0011469865,0.105826184,0.0030895902,0.0007763519,0.8364512,0.0047628884],"about_ca_topic_score_codex":0.001174893,"about_ca_topic_score_gemma":0.00018037898,"teacher_disagreement_score":0.5975991,"about_ca_system_score_codex":0.0011992386,"about_ca_system_score_gemma":0.00045087936,"threshold_uncertainty_score":0.99983793},"labels":[],"label_agreement":null},{"id":"W7065042591","doi":"","title":"Counting African Mammal Herds in Aerial Imagery Using Deep Learning: Are Anchor-Based Algorithms the Most Suitable?","year":2022,"lang":"en","type":"other","venue":"ORBi (University of Liège)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Géomatique du Québec; Université de Sherbrooke","funders":"","keywords":"Aerial imagery; Aerial photography; Satellite imagery; Aerial survey; Vegetation (pathology); Aerial image; Mammal","score_opus":0.009374534216234336,"score_gpt":0.18572915606842139,"score_spread":0.17635462185218706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065042591","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23491791,0.0042426502,0.121452354,0.00067303097,0.0044518723,0.002297102,0.0011083961,0.0014653172,0.6293914],"genre_scores_gemma":[0.9839144,0.00039131148,0.0029596773,0.000021327707,0.0003565939,0.0000018298987,0.00026199836,0.0004120763,0.011680838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990663,0.000055187567,0.00012895843,0.00020239051,0.00025789332,0.000289267],"domain_scores_gemma":[0.9995263,0.00007898464,0.0001371064,0.00018437071,0.000028143937,0.00004509545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018944612,0.00020031707,0.00029402992,0.00030305763,0.0001547083,0.000026358894,0.00027124243,0.00017002494,0.0022643197],"category_scores_gemma":[0.000007847715,0.00024054173,0.000082708466,0.00043882083,0.000075644464,0.00010380907,0.000052368396,0.0004701648,0.0000075031835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031250136,0.0006172648,0.21332876,0.0025889375,0.0011523534,0.0011745809,0.007447619,0.67834884,0.0041796044,0.00051251083,0.067263596,0.023073455],"study_design_scores_gemma":[0.0023106977,0.00009922776,0.03106581,0.00052791875,0.00026136104,0.0000070607784,0.0065218857,0.4898048,0.000052126918,0.000024494042,0.468178,0.0011466256],"about_ca_topic_score_codex":0.0044571133,"about_ca_topic_score_gemma":0.0012182478,"teacher_disagreement_score":0.74899644,"about_ca_system_score_codex":0.00022612179,"about_ca_system_score_gemma":0.000059665195,"threshold_uncertainty_score":0.99864775},"labels":[],"label_agreement":null},{"id":"W7065051785","doi":"","title":"Designing the School for Civil Society","year":2018,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civil society; Session (web analytics); Association (psychology); Foundation (evidence)","score_opus":0.012610381785917927,"score_gpt":0.19561317489804714,"score_spread":0.18300279311212922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065051785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005444037,0.001904336,0.48296347,0.0007366202,0.00092687865,0.0011068782,0.00021079645,0.00040357068,0.51120305],"genre_scores_gemma":[0.5932947,0.0053317156,0.0143929655,0.0001810131,0.0016269324,0.000004069043,0.00016679341,0.0006622482,0.3843396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956983,0.000012478468,0.000061015027,0.000096925774,0.000106504594,0.00015326052],"domain_scores_gemma":[0.9995246,0.00010208656,0.000056134584,0.00024944288,0.000035848578,0.000031903437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016001973,0.00012149983,0.00014078933,0.000039251187,0.00014381915,0.000010866564,0.00038262553,0.00014096519,0.0007560966],"category_scores_gemma":[0.00001006521,0.00009649565,0.00018603566,0.00010510126,0.00011856513,0.000043160326,0.000027757183,0.00010941201,0.00010050232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064531373,0.0000052564383,0.000018495411,0.00010722607,0.00020399597,2.3682514e-7,0.0005102549,0.00020988517,0.0025899091,0.00017948709,0.9957699,0.00039890193],"study_design_scores_gemma":[0.0003803471,0.000035612367,0.0014082396,0.00010624405,0.00023308236,6.509751e-7,0.00060188863,0.006660515,0.00010830217,0.00025683708,0.99003226,0.00017604794],"about_ca_topic_score_codex":0.00012735183,"about_ca_topic_score_gemma":0.00015742553,"teacher_disagreement_score":0.59275025,"about_ca_system_score_codex":0.00003423465,"about_ca_system_score_gemma":0.000026761429,"threshold_uncertainty_score":0.82787275},"labels":[],"label_agreement":null},{"id":"W7065057913","doi":"","title":"Developing critical coalescence concentration curves using dilution and determining frother-like properties of oil sands process water","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada; Natural Sciences and Engineering Research Council of Canada; McGill University; Barrick Gold Corporation","keywords":"Dilution; Coalescence (physics); Bubble; Drop (telecommunication); Oil sands; Froth flotation","score_opus":0.023637049968492273,"score_gpt":0.24859812996995054,"score_spread":0.22496108000145826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065057913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495995,0.0014129136,0.00009024973,0.0000061071105,0.0008011281,0.00026408545,0.000108164895,0.00015230036,0.002205085],"genre_scores_gemma":[0.9972112,0.0016034916,0.0005749178,0.000058657348,0.000031575695,0.000056955072,0.00031804884,0.00011420437,0.000030930252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99784774,0.00008705135,0.0007520642,0.00043145946,0.00041913355,0.0004625804],"domain_scores_gemma":[0.9991264,0.00008105233,0.00012324868,0.00019028506,0.0003609517,0.00011808177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003654635,0.00045804278,0.0005134187,0.00014346458,0.00038614456,0.00006751417,0.00017634033,0.000392879,0.000014846674],"category_scores_gemma":[0.0002494069,0.0004207654,0.000080733706,0.00014335864,0.000083259365,0.00081126986,0.000017626084,0.00044986457,0.0000054370294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120777084,0.00007163827,0.00030571135,0.021396384,0.0001636535,0.000008002633,0.00018158132,0.0014746566,0.91378176,0.006320478,6.5322325e-7,0.056174703],"study_design_scores_gemma":[0.0005480294,0.00006989033,0.0009446453,0.011984192,0.00023093964,0.000014964318,0.00014201684,0.012296494,0.9712006,0.0010689108,0.0005794253,0.00091993436],"about_ca_topic_score_codex":0.000039184342,"about_ca_topic_score_gemma":0.000076619945,"teacher_disagreement_score":0.057418797,"about_ca_system_score_codex":0.00021368242,"about_ca_system_score_gemma":0.00004136376,"threshold_uncertainty_score":0.9998244},"labels":[],"label_agreement":null},{"id":"W7065062834","doi":"","title":"Designation of a Neotype for <i>Oeneis melissa</i> (<i>Fabricius</i>, 1775) and a Lectotype for <i>Oeneis polixenes</i> (<i>Fabricius</i>, 1775) (Lepidoptera: Nymphalidae: Satyrinae)","year":2019,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Holotype; Taxon; Type locality; Extant taxon; Type (biology); Type specimen; Taxonomy (biology)","score_opus":0.005852390532561418,"score_gpt":0.174687214300939,"score_spread":0.16883482376837758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065062834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76292235,0.0016564059,0.22485355,0.0005864629,0.0007855016,0.0025618563,0.0006402026,0.00021160993,0.0057820985],"genre_scores_gemma":[0.9887731,0.0006292008,0.009839027,0.00011879875,0.00008131127,0.0000094798515,0.0001542912,0.000057974008,0.00033678228],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985295,0.000031698375,0.00036316895,0.00039446366,0.00025946158,0.00042170513],"domain_scores_gemma":[0.9985171,0.0004994818,0.0001866655,0.00030672256,0.00034531436,0.00014474067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002512472,0.00029907728,0.00057576876,0.00032701629,0.00014549655,0.000029327533,0.00028286132,0.0002269212,0.00006223554],"category_scores_gemma":[0.000046608246,0.00038244473,0.00023580289,0.00045211642,0.000090076006,0.0004737409,0.00004685856,0.00011300085,0.000011493778],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053280094,0.0020167842,0.067417316,0.014735875,0.0029631122,0.000035542023,0.011491051,0.09400904,0.5143988,0.06521372,0.032658555,0.18973218],"study_design_scores_gemma":[0.029664185,0.005219728,0.09839991,0.0014508185,0.001908614,0.000040358158,0.002345557,0.3717651,0.13441499,0.010555035,0.3405113,0.0037244032],"about_ca_topic_score_codex":0.00033314843,"about_ca_topic_score_gemma":0.0001705822,"teacher_disagreement_score":0.37998384,"about_ca_system_score_codex":0.00009445983,"about_ca_system_score_gemma":0.00009396102,"threshold_uncertainty_score":0.99986273},"labels":[],"label_agreement":null},{"id":"W7065064830","doi":"","title":"Conception d’une micromachine de traction à chaud sous atmosphère contrôlée","year":2018,"lang":"fr","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Filter (signal processing); Limiting","score_opus":0.00804617838577169,"score_gpt":0.2351378812488009,"score_spread":0.2270917028630292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065064830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43362108,0.015773157,0.43226904,0.02188978,0.0050580464,0.008800267,0.0015648141,0.032505516,0.048518278],"genre_scores_gemma":[0.9259988,0.008717653,0.017189695,0.00062100985,0.0013537455,0.001428077,0.00057957176,0.0016592771,0.04245218],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.98992264,0.00022804736,0.0018774314,0.0025443102,0.0009878385,0.004439731],"domain_scores_gemma":[0.9939078,0.0006564827,0.0010317558,0.0032033036,0.00054863095,0.0006520041],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0012539614,0.0028924446,0.0024448787,0.0014392264,0.0008049507,0.00050095306,0.0031319559,0.010266508,0.0027402025],"category_scores_gemma":[0.0027348434,0.0032790839,0.0009235663,0.0033508781,0.0023648206,0.0006615576,0.00058149686,0.0053400802,0.002167485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011274832,0.0037073428,0.09277169,0.003539356,0.0036433886,0.0038894312,0.005510788,0.13084142,0.31686193,0.024022413,0.28408346,0.1300013],"study_design_scores_gemma":[0.005471787,0.0027212366,0.020430973,0.0021308349,0.0013098114,0.0011038885,0.004970005,0.16456164,0.07363989,0.006885989,0.71155375,0.0052201664],"about_ca_topic_score_codex":0.0017762148,"about_ca_topic_score_gemma":0.005012056,"teacher_disagreement_score":0.4923777,"about_ca_system_score_codex":0.003431678,"about_ca_system_score_gemma":0.0010848757,"threshold_uncertainty_score":0.9986094},"labels":[],"label_agreement":null},{"id":"W7065075018","doi":"","title":"2015-07-25 CON v. RAC Poster Banner","year":2015,"lang":"fr","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Face (sociological concept); Banner; Quarter (Canadian coin)","score_opus":0.010977363236016308,"score_gpt":0.22856923103855625,"score_spread":0.21759186780253995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065075018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028438994,0.0028556385,0.05486412,0.00069809816,0.0070579643,0.0014080801,0.0034282843,0.00042656754,0.92641735],"genre_scores_gemma":[0.10258515,0.00082340214,0.0027006555,0.00047544474,0.0019409979,0.00012752226,0.0037097225,0.0010228528,0.88661426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99413985,0.0004095469,0.0015512436,0.0014467387,0.00081145234,0.0016411749],"domain_scores_gemma":[0.9966267,0.0007329804,0.0004098571,0.0010631816,0.00018092302,0.0009863958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003883517,0.0017435286,0.001460859,0.00096128474,0.000049766917,0.00036720152,0.0015341698,0.000598704,0.068742074],"category_scores_gemma":[0.00018738625,0.001770853,0.0007173024,0.00018830744,0.00064001896,0.0003897249,0.000593121,0.001914661,0.0411401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026872073,0.0002992712,0.0010882088,0.0005330385,0.0013033606,0.00026190554,0.010404251,0.00063268025,0.00089258444,0.016080666,0.9663934,0.0018418942],"study_design_scores_gemma":[0.001988311,0.00072492124,0.0042610513,0.0030444842,0.00036951966,0.00012922143,0.000070082984,0.043180496,0.00080812204,0.004628771,0.939003,0.0017920284],"about_ca_topic_score_codex":0.010461793,"about_ca_topic_score_gemma":0.014681513,"teacher_disagreement_score":0.09974125,"about_ca_system_score_codex":0.00034763498,"about_ca_system_score_gemma":0.00022445725,"threshold_uncertainty_score":0.9995311},"labels":[],"label_agreement":null},{"id":"W7065099534","doi":"","title":"Demographic consequences and conservation implications of intermittent breeding in the common eider and black-browed albatross","year":2024,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Polar Programs; Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Institut Polaire Français Paul Emile Victor; Division of Polar Programs; Centre National de la Recherche Scientifique; Compute Canada; National Science Foundation","keywords":"Population; Population model; Vital rates; Eider; Breed; Population size; Checklist; Small population size; Breeding pair; Conservation biology","score_opus":0.014587094683291864,"score_gpt":0.2110058808070581,"score_spread":0.19641878612376623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065099534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92315733,0.0011568994,0.0025914586,0.001613229,0.0001641937,0.0007332422,0.0002818784,0.00011267821,0.07018909],"genre_scores_gemma":[0.9978857,0.001079487,0.00017275779,0.000017272696,0.000008183173,0.0000010608416,0.000022535009,0.000035542133,0.000777431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951977,0.000018335226,0.0001320038,0.0001506503,0.000085574764,0.000093660536],"domain_scores_gemma":[0.9996875,0.00005774342,0.000070925875,0.00013779885,0.00001937303,0.00002668781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012425143,0.000117258314,0.00019628635,0.0002617038,0.000025089617,0.000014642865,0.00013133862,0.00012200244,0.00008549304],"category_scores_gemma":[0.000006135426,0.00012056941,0.000043760712,0.00016796857,0.00046376762,0.000055865243,0.00003555156,0.00015367556,0.000007166595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000791738,0.00026764328,0.7628236,0.0073027536,0.0015245009,0.00004871468,0.07953023,0.00034609518,0.01017796,0.052403864,0.06687902,0.018616484],"study_design_scores_gemma":[0.0013520865,0.00009828814,0.9283137,0.0026415156,0.0003769632,0.000022201944,0.014845447,0.0052791177,0.00020048452,0.011445254,0.034733877,0.000691066],"about_ca_topic_score_codex":0.0011427068,"about_ca_topic_score_gemma":0.0018262317,"teacher_disagreement_score":0.16549015,"about_ca_system_score_codex":0.0000137945835,"about_ca_system_score_gemma":0.000010306197,"threshold_uncertainty_score":0.49166778},"labels":[],"label_agreement":null},{"id":"W7065120510","doi":"","title":"Counterspace capabilities: Renewed hope for cooperative governance?","year":2025,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario; Government of Canada; Georgetown University; University of California, Los Angeles; Johns Hopkins University","keywords":"Space (punctuation); International community; Emerging technologies; Government (linguistics); Space technology","score_opus":0.006054051186673962,"score_gpt":0.21160800617779463,"score_spread":0.20555395499112067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065120510","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022114075,0.007982567,0.010127561,0.00016768427,0.0071618664,0.0014959348,0.005741301,0.00071709,0.96439457],"genre_scores_gemma":[0.04493391,0.007091754,0.0023228305,0.00044626763,0.0014192797,0.00083251717,0.0006424798,0.0011157179,0.94119525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984457,0.000022774288,0.0004281796,0.00048513574,0.00015390753,0.00046430898],"domain_scores_gemma":[0.9988596,0.00032199558,0.00013124324,0.00046297756,0.00010349852,0.00012071904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001228689,0.00054977863,0.0006860537,0.00020351537,0.000083540996,0.00007480018,0.00027314655,0.00047314385,0.0033864034],"category_scores_gemma":[0.00012939479,0.0006093007,0.0002191609,0.00013359862,0.00018405754,0.00013420664,0.00002005824,0.0002755309,0.00017917572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014246327,0.000035608755,0.0026091258,0.00050218566,0.0003820524,0.0000030331928,0.00025013657,0.0004644778,0.000031565734,0.006637404,0.9886413,0.00042887052],"study_design_scores_gemma":[0.0010164203,0.00006781451,0.0005905304,0.0007934183,0.00010828252,0.0000033134513,0.00009695566,0.0017296025,0.00025653857,0.000101182006,0.99450827,0.0007277042],"about_ca_topic_score_codex":0.0002405414,"about_ca_topic_score_gemma":0.0011907462,"teacher_disagreement_score":0.042722505,"about_ca_system_score_codex":0.0005160531,"about_ca_system_score_gemma":0.00037975563,"threshold_uncertainty_score":0.9996358},"labels":[],"label_agreement":null},{"id":"W7065123725","doi":"","title":"Des tâches complexes et authentiques pour évaluer en formation à distance : un séminaire par Julie Lyne Leroux en 12 documents vidéo","year":2016,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Limiting; Statistical analysis; Context (archaeology)","score_opus":0.007945040868737563,"score_gpt":0.22128748498605053,"score_spread":0.21334244411731296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065123725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12766296,0.013612976,0.27601394,0.02449751,0.0007459327,0.001946049,0.00328641,0.0006518328,0.5515824],"genre_scores_gemma":[0.84953773,0.014163313,0.0064740772,0.0006480112,0.0005685492,0.0003638068,0.00027267225,0.00047352,0.12749831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576974,0.000475276,0.0011055444,0.00071502116,0.0011997676,0.00073463225],"domain_scores_gemma":[0.9912591,0.0073486743,0.00055140007,0.00047090984,0.00008465449,0.0002852852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005302126,0.0009952002,0.0007136566,0.0009378694,0.00034358836,0.0005247203,0.00082542247,0.00027425794,0.012681722],"category_scores_gemma":[0.00107004,0.00093520776,0.0004095362,0.00037193095,0.0004170286,0.0019269242,0.00023357896,0.00049462146,0.0010521156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006124169,0.0024029757,0.17609324,0.005422731,0.0039830967,0.00008098969,0.08282135,0.00468492,0.01906832,0.31464905,0.34402668,0.046154253],"study_design_scores_gemma":[0.0016855103,0.00012996524,0.38088015,0.0023634494,0.00023493958,0.000028176531,0.0001809181,0.0034065798,0.005060761,0.005896865,0.598942,0.0011906895],"about_ca_topic_score_codex":0.014774783,"about_ca_topic_score_gemma":0.61051315,"teacher_disagreement_score":0.7218748,"about_ca_system_score_codex":0.0064443955,"about_ca_system_score_gemma":0.005539611,"threshold_uncertainty_score":0.9997257},"labels":[],"label_agreement":null},{"id":"W7065134353","doi":"","title":"Developing Phylogeny-Aware Machine Learning Methods with Applications in Statistical Genetics and Causal Representation Learning","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Statistical learning; Representation (politics); Statistical genetics; Statistical learning theory; Statistical analysis; Statistical model; Algorithmic learning theory","score_opus":0.019050083839855247,"score_gpt":0.2932305803582217,"score_spread":0.27418049651836646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065134353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398241,0.0026690336,0.030953048,0.000011311612,0.0006732855,0.0022222663,0.0009825825,0.00078136474,0.021882974],"genre_scores_gemma":[0.95211804,0.0026031043,0.038912077,0.00001783098,0.000021633341,0.00033794678,0.005407911,0.00016495938,0.00041652078],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99756616,0.00027164302,0.00069176697,0.0006723865,0.00033210442,0.00046592043],"domain_scores_gemma":[0.9985706,0.0007024152,0.00015611584,0.00023527107,0.00019301788,0.00014255798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004507248,0.00053297286,0.00054344675,0.00050540984,0.0005389168,0.00009466726,0.000183963,0.0004401192,0.000024194349],"category_scores_gemma":[0.00029742197,0.0005847662,0.000057606478,0.00071569387,0.000031000665,0.00025311415,0.000038044207,0.0016261012,0.0000067044557],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015402716,0.000107101194,0.007330951,0.0024493055,0.00050842675,0.00004734213,0.00012114863,0.09048766,0.021015747,0.09073691,0.0000010140702,0.78704035],"study_design_scores_gemma":[0.007416567,0.00094985304,0.26699826,0.005273646,0.0022403472,0.00008162273,0.00372173,0.30760503,0.21227925,0.05228565,0.13233519,0.008812873],"about_ca_topic_score_codex":0.00021199649,"about_ca_topic_score_gemma":0.0018478505,"teacher_disagreement_score":0.7782275,"about_ca_system_score_codex":0.00040912058,"about_ca_system_score_gemma":0.000057610938,"threshold_uncertainty_score":0.9996604},"labels":[],"label_agreement":null},{"id":"W7065141697","doi":"","title":"Correspondence-Meningococcaemia: Experience at a tertiary care hospital&#13;\\nin East Delhi","year":2014,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"All-India Institute of Medical Sciences","keywords":"Tertiary care; Quarter (Canadian coin); Health care; Center (category theory)","score_opus":0.005121305618952172,"score_gpt":0.19200829617522314,"score_spread":0.18688699055627098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065141697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94928765,0.00061369175,0.013105645,0.00009695573,0.00030375278,0.00014130218,0.0000117480095,0.00013387148,0.036305405],"genre_scores_gemma":[0.9986967,0.00013613877,0.000763266,0.000011088716,0.000025851776,7.95831e-7,0.000012109891,0.000014778609,0.00033926245],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99936587,0.000015797921,0.00007500794,0.00017055233,0.00015885285,0.00021394179],"domain_scores_gemma":[0.9995544,0.000028695811,0.00003701596,0.0002177336,0.00005760755,0.00010453918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004003888,0.00013224021,0.00015009296,0.000029543946,0.00012065193,0.000009584217,0.00022404442,0.00009510576,0.002317806],"category_scores_gemma":[0.000012041055,0.00017095554,0.00006866134,0.000044504064,0.00005693232,0.00042523997,0.00005309409,0.00007121062,0.000048303107],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015471778,0.00014963723,0.14196724,0.00046160785,0.00017866031,0.000047473313,0.7088289,0.015774366,0.04089845,0.0010653853,0.0067104176,0.08376314],"study_design_scores_gemma":[0.00089628884,0.00014884389,0.92034316,0.000117472264,0.000046568573,0.00000280497,0.028515657,0.039677136,0.0016502258,0.000008479124,0.00815821,0.00043512988],"about_ca_topic_score_codex":0.007200141,"about_ca_topic_score_gemma":0.008625363,"teacher_disagreement_score":0.7783759,"about_ca_system_score_codex":0.0003043737,"about_ca_system_score_gemma":0.000012785332,"threshold_uncertainty_score":0.999411},"labels":[],"label_agreement":null},{"id":"W7065145294","doi":"","title":"Desarrollo de un sistema de seguridad frente a fugas de gases inflamables para el laboratorio del área térmica del IUIE","year":2018,"lang":"es","type":"dissertation","venue":"RiuNet (Universitat Politècnica de València)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethernet; Telmatology","score_opus":0.010324535835058657,"score_gpt":0.23837948351647015,"score_spread":0.2280549476814115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065145294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691623,0.0037624405,0.016147051,0.00033967698,0.0005569544,0.0007975315,0.0020315582,0.0004951444,0.0067073363],"genre_scores_gemma":[0.9758244,0.0066480245,0.013363164,0.00028030528,0.0006612963,0.000056131525,0.0024224725,0.00031120257,0.00043298144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945847,0.0003485403,0.00092416833,0.0009903315,0.00068985415,0.002462437],"domain_scores_gemma":[0.9960514,0.0006402989,0.00051099586,0.0009439188,0.0006915878,0.0011618027],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00078987196,0.0012226433,0.0011376092,0.00096051604,0.00073949987,0.00035139662,0.0011060705,0.0014320576,0.0002037698],"category_scores_gemma":[0.00043416693,0.0016089455,0.0006462623,0.0012391737,0.0002218888,0.0008647594,0.000104398045,0.0009984198,0.00021350427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005268136,0.0036914372,0.33460504,0.015393765,0.016593335,0.003638143,0.07481858,0.11023339,0.2220086,0.15948895,0.040668555,0.013592079],"study_design_scores_gemma":[0.0083956,0.0013585149,0.6761841,0.0052557983,0.0073420806,0.00027147352,0.009708979,0.18164693,0.03178745,0.013825153,0.058181185,0.0060427235],"about_ca_topic_score_codex":0.0043995716,"about_ca_topic_score_gemma":0.0013539231,"teacher_disagreement_score":0.34157908,"about_ca_system_score_codex":0.0027439531,"about_ca_system_score_gemma":0.0023842424,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W7065171234","doi":"","title":"Disturbance/Intersection","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Natural (archaeology); Natural landscape; Field (mathematics); Landscape design; Disturbance (geology); Representation (politics)","score_opus":0.006499433579128101,"score_gpt":0.17536492130032152,"score_spread":0.16886548772119342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065171234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86269695,0.0004093516,0.010614714,0.00008488943,0.0027467576,0.00023560494,0.000105294544,0.0002474415,0.122858986],"genre_scores_gemma":[0.99740297,0.00072157243,0.00009221599,0.0000019517179,0.00006495013,3.0094282e-7,0.00025232168,0.000026747937,0.0014369666],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99953026,0.0000065666004,0.00006946156,0.00012994315,0.000133446,0.000130353],"domain_scores_gemma":[0.9996975,0.000020056705,0.000052913347,0.0001319315,0.000058530008,0.000039086175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028870842,0.00013719381,0.00016894909,0.00013644237,0.00006650846,0.000007961319,0.00013165749,0.00017116667,0.000026381358],"category_scores_gemma":[0.000004110051,0.00016474401,0.00009800656,0.0000813029,0.000019799221,0.00015781287,0.0000054094658,0.00011757115,0.000081822254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021540816,0.00090312544,0.13097648,0.014889415,0.005164074,0.00033048372,0.017115535,0.007057328,0.16781141,0.019091897,0.2999366,0.33456957],"study_design_scores_gemma":[0.0011416863,0.00013499905,0.90713066,0.0011462881,0.0002892839,0.0000023109483,0.007832705,0.0029362233,0.0068208613,0.0006474108,0.071085654,0.0008319092],"about_ca_topic_score_codex":0.0002303554,"about_ca_topic_score_gemma":0.067719705,"teacher_disagreement_score":0.77615416,"about_ca_system_score_codex":0.00012692809,"about_ca_system_score_gemma":0.000014846997,"threshold_uncertainty_score":0.949292},"labels":[],"label_agreement":null},{"id":"W7065193779","doi":"","title":"(De)Constructing Canada: The use of museum spaces in disrupting settler narratives of Canadian identity","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University","keywords":"Multiculturalism; Narrative; Identity (music); Inclusion (mineral); Race (biology); Focus (optics); Identification (biology)","score_opus":0.024151901876593593,"score_gpt":0.23233356282837023,"score_spread":0.20818166095177665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065193779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784194,0.00018092175,5.682301e-7,0.000027774991,0.0010548017,0.00032099703,0.0016864418,0.000024774297,0.01828431],"genre_scores_gemma":[0.9988018,0.00024296851,0.0003603843,0.000017201603,0.000015352729,0.000021989435,0.0002957735,0.000076533695,0.00016797008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980428,0.00009123182,0.00069961546,0.0002793821,0.0003953842,0.0004915737],"domain_scores_gemma":[0.99857706,0.0002267841,0.00037577032,0.0004492495,0.0002025589,0.00016857308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004495833,0.00035700214,0.0004774989,0.00055770716,0.00042039235,0.00010227322,0.000456206,0.0003104522,0.000048030975],"category_scores_gemma":[0.000834499,0.00035111367,0.00011809324,0.00041039975,0.000061610655,0.0010003363,0.000017519787,0.0007959791,0.0000017804808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025800557,0.00030157503,0.052624334,0.010964098,0.0032342067,0.00033630175,0.0051552723,0.07930432,0.27528924,0.29321823,0.00019312222,0.27912128],"study_design_scores_gemma":[0.0025061357,0.00013673642,0.4354721,0.01025594,0.000724335,0.00005842169,0.016032236,0.002732201,0.18400203,0.015024112,0.32824174,0.004813994],"about_ca_topic_score_codex":0.9092914,"about_ca_topic_score_gemma":0.9985066,"teacher_disagreement_score":0.3828478,"about_ca_system_score_codex":0.0006924721,"about_ca_system_score_gemma":0.00034016286,"threshold_uncertainty_score":0.9998941},"labels":[],"label_agreement":null},{"id":"W7065205514","doi":"","title":"The Disappearance of Kimberly McAndrew (NS)","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conviction; Psychic; Discretion; Reading (process); Ledger; Point (geometry)","score_opus":0.0035010698200169865,"score_gpt":0.16765343021300708,"score_spread":0.16415236039299008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065205514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000607212,0.0010039838,0.0000068062923,0.000033371547,0.00051947334,0.0002604794,0.000115991395,0.00012340685,0.99787575],"genre_scores_gemma":[0.0057240417,0.0022062883,0.00020427867,0.000022904655,0.00013072956,0.000010161251,0.000059487236,0.00010383449,0.9915383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989307,0.000016159473,0.0004951874,0.00008378487,0.00026584207,0.00020833105],"domain_scores_gemma":[0.9992869,0.000091994276,0.0002004774,0.00027912392,0.00008811563,0.00005338458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012378274,0.00021312345,0.00025288857,0.00003694596,0.000044412645,0.000026909105,0.0002517972,0.00021658748,0.062771425],"category_scores_gemma":[0.000043048833,0.0001756151,0.00010315968,0.000008007231,0.00014821882,1.773738e-7,0.000016904773,0.00012552769,0.004149232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001559855,0.000009123302,0.000002592334,0.00039052084,0.00006232861,7.1741385e-7,0.00006963495,0.000586786,5.9227165e-7,0.00006620076,0.995956,0.0028398803],"study_design_scores_gemma":[0.00023380613,0.000067094865,0.000034780194,0.0003242316,0.000032624637,0.000005401952,0.000018642084,0.00024556386,0.000040929837,0.0000151888635,0.99879867,0.00018308869],"about_ca_topic_score_codex":0.00067880115,"about_ca_topic_score_gemma":0.00078057725,"teacher_disagreement_score":0.05862219,"about_ca_system_score_codex":0.000021469861,"about_ca_system_score_gemma":0.000012386431,"threshold_uncertainty_score":0.99662614},"labels":[],"label_agreement":null},{"id":"W7065205596","doi":"","title":"CSA Canadian Securities Administrators : The Scott Lecture Adds Value and Enhances the Public Discourse","year":2019,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Public discourse; Government (linguistics); Discourse analysis; Civil discourse","score_opus":0.005240787969065897,"score_gpt":0.20528319759817212,"score_spread":0.20004240962910622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065205596","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090547284,0.010051592,0.0004223259,0.0025795382,0.0012959883,0.00047777564,0.0002852924,0.00013865922,0.9838433],"genre_scores_gemma":[0.9434176,0.0036434873,0.00002194093,0.00034039782,0.0003455688,0.000034054585,0.00006777075,0.00021879129,0.051910363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993326,0.000016311278,0.00010893939,0.00013646338,0.00012792161,0.00027777403],"domain_scores_gemma":[0.9995536,0.000066071094,0.00002103124,0.00024700086,0.000011363684,0.00010093373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007150829,0.00021938563,0.00014213055,0.00010283646,0.00008786765,0.00018981342,0.00020860689,0.00018524796,0.0007944073],"category_scores_gemma":[0.000011748337,0.0001177608,0.00004076103,0.0000957153,0.000104882885,0.00006141999,0.0000076271535,0.00023654567,0.000054932974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.4105053e-7,0.0000085549445,0.00019622713,0.0002182639,0.00028620675,0.000003825129,0.0009509173,0.00011199001,0.00001679692,0.06538739,0.9279593,0.004859596],"study_design_scores_gemma":[0.00006254028,0.000016233387,0.00028634485,0.00009538707,0.00003500406,0.000003586566,0.00024621878,0.00073276024,0.00008646086,0.00017898517,0.9980461,0.00021036174],"about_ca_topic_score_codex":0.013023965,"about_ca_topic_score_gemma":0.35402384,"teacher_disagreement_score":0.94251215,"about_ca_system_score_codex":0.000030475156,"about_ca_system_score_gemma":0.00017101801,"threshold_uncertainty_score":0.9935484},"labels":[],"label_agreement":null},{"id":"W7065223260","doi":"","title":"Discipline and Development: Structures of discipline in Ontario education and the struggle for the soul","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Soul; Process (computing); Harm; Balance (ability); Rhetoric; Work (physics); Control (management)","score_opus":0.03961600684247034,"score_gpt":0.27513184132568225,"score_spread":0.2355158344832119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065223260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603534,0.00038991915,0.0028006001,0.00022632851,0.00010710724,0.00035337455,0.000009215545,0.000017727418,0.000060373637],"genre_scores_gemma":[0.9995377,0.000077242265,0.000120139455,0.000033519278,0.000018435301,0.0000018876053,0.000021045485,0.00000885719,0.00018116864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994471,0.000018722802,0.00016481872,0.00013482418,0.00009179609,0.00014272182],"domain_scores_gemma":[0.99962074,0.00012786132,0.000041825155,0.00013268566,0.000033967004,0.000042909538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015612484,0.0001240018,0.00014109397,0.000117203774,0.00012459104,0.00006642514,0.00016140527,0.000056737943,0.0000025609097],"category_scores_gemma":[0.000010477238,0.00008783302,0.000023661252,0.00010495814,0.00007231641,0.00037093318,0.000035720983,0.00017888365,3.9407416e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013302214,0.00004731854,0.9780649,0.000057261816,0.000045098346,0.0000010863555,0.0061100316,0.0011722262,0.00024012203,0.0010702665,5.959502e-7,0.013058088],"study_design_scores_gemma":[0.0011557367,0.000027402562,0.995438,0.00006097066,0.000033518565,0.0000025145139,0.0003211741,0.000027620685,0.00059414323,0.001404128,0.00082434085,0.000110489615],"about_ca_topic_score_codex":0.000041221338,"about_ca_topic_score_gemma":0.046943806,"teacher_disagreement_score":0.046902582,"about_ca_system_score_codex":0.000073264775,"about_ca_system_score_gemma":0.00006756327,"threshold_uncertainty_score":0.970447},"labels":[],"label_agreement":null},{"id":"W7065224930","doi":"","title":"Econometric Identification","year":2018,"lang":"en","type":"book-chapter","venue":"Research Portal (Queen's University Belfast)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Identification (biology); Econometric model; Estimation; Sample (material)","score_opus":0.023460887248747706,"score_gpt":0.24590172161190943,"score_spread":0.22244083436316173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065224930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027625351,0.00009205048,0.000936294,0.0001418799,0.00040286122,0.0004922863,0.00036959973,0.00022631338,0.99457616],"genre_scores_gemma":[0.38711748,0.004714209,0.0000781395,0.0000070406472,0.00034771673,0.000001912158,0.000783571,0.00011776441,0.60683215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822116,0.000022608945,0.0002788229,0.0004040976,0.00059764023,0.00047566192],"domain_scores_gemma":[0.99871206,0.0001286833,0.00006521332,0.00045545862,0.00039105903,0.0002475495],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004082237,0.00026437343,0.0002674124,0.0017257693,0.0002405687,0.000083045896,0.00042631084,0.0003965573,0.0038584927],"category_scores_gemma":[0.000035585945,0.0003404432,0.00015375979,0.00031476963,0.00021641547,0.00037944058,0.000090170994,0.0007116486,0.0019139439],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009676786,0.00016750881,0.00040082715,0.0010271079,0.001372188,0.0009476703,0.0007098098,0.0013225784,0.00020111773,0.61902094,0.35869426,0.016039243],"study_design_scores_gemma":[0.0003451306,0.00012479494,0.002813493,0.00015076315,0.00006611527,0.0000031715826,0.00008755962,0.00073345745,0.00017003801,0.0045719156,0.9903975,0.0005360222],"about_ca_topic_score_codex":0.00007313823,"about_ca_topic_score_gemma":0.000018592724,"teacher_disagreement_score":0.63170326,"about_ca_system_score_codex":0.0003891019,"about_ca_system_score_gemma":0.000121793186,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W7065239508","doi":"","title":"Dritte Nachträge zur \"Flora das Nahegebietes und Rheinhessens\" von Alfred Blaufuss &amp; Hans Reichert (1992)","year":2009,"lang":"de","type":"article","venue":"Digital collections (Goethe University Frankfurt)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Term (time); Subject (documents); Order (exchange)","score_opus":0.010667048857342909,"score_gpt":0.21737344715335297,"score_spread":0.20670639829601006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065239508","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14845352,0.0095620295,0.19200337,0.0055843308,0.009030084,0.0030274175,0.006041076,0.0022325297,0.62406564],"genre_scores_gemma":[0.94950294,0.0026384245,0.0010121578,0.00017996234,0.00057263364,0.0000026640837,0.0009120135,0.00011216347,0.045067016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970378,0.00008881049,0.0005620952,0.00076418364,0.0005967924,0.00095030735],"domain_scores_gemma":[0.9979779,0.00038038575,0.00014709578,0.00075190555,0.00029851074,0.00044417984],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018800015,0.00071414234,0.0006431098,0.00078008557,0.001613868,0.00088191207,0.00055555056,0.000592829,0.0004356335],"category_scores_gemma":[0.00019557332,0.00090070046,0.0004926741,0.00310205,0.00024461703,0.0017144292,0.00007340334,0.00086185854,0.00093941455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017986977,0.005771167,0.003718238,0.00077241595,0.010639434,0.0009134391,0.021140214,0.087316036,0.012824204,0.026430417,0.7912511,0.0374246],"study_design_scores_gemma":[0.002445538,0.00045718148,0.0020055738,0.00031344005,0.0008622676,0.00001851882,0.00069225667,0.014472666,0.0008631432,0.00235417,0.9741874,0.0013278977],"about_ca_topic_score_codex":0.0005343924,"about_ca_topic_score_gemma":0.0005108936,"teacher_disagreement_score":0.8010495,"about_ca_system_score_codex":0.00091138075,"about_ca_system_score_gemma":0.00025142147,"threshold_uncertainty_score":0.9998385},"labels":[],"label_agreement":null},{"id":"W7065258868","doi":"","title":"Duravit Builds the World's First Climate-Neutral Ceramic Plant in Canada","year":2023,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ceramic; Welding; Work (physics); Pipeline (software)","score_opus":0.005590649901462774,"score_gpt":0.17963730788678334,"score_spread":0.17404665798532057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065258868","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016166278,0.00045552556,0.000055086995,0.00045568575,0.0026789883,0.00044648553,0.0009131471,0.000726988,0.99265146],"genre_scores_gemma":[0.81184053,0.009904521,0.000067557005,0.00038068715,0.0005656246,0.00014948455,0.00049848936,0.0024978726,0.1740952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992567,0.000004628244,0.00018149143,0.00012699844,0.00010970483,0.00032052732],"domain_scores_gemma":[0.99967223,0.00009664425,0.00001750048,0.00017165452,0.0000030715732,0.000038884293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038836897,0.00018757118,0.00017606383,0.00014505036,0.00002246986,0.000022168615,0.00014904687,0.00007684999,0.0005908383],"category_scores_gemma":[0.0000029728155,0.0001408579,0.000030261366,0.00020529593,0.000008813376,0.000020257352,0.000010301283,0.00020892905,0.000074995696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020332513,0.000006640991,0.003395241,0.00016047322,0.000056782676,0.000044056003,0.000034283625,0.01910815,0.0000025499126,0.0020026774,0.9746999,0.00048717923],"study_design_scores_gemma":[0.00019373921,0.000003868423,0.023537941,0.0002994027,0.000015521664,0.000001700207,0.000017831639,0.0122809075,0.000040550825,0.000023391185,0.9632801,0.0003050607],"about_ca_topic_score_codex":0.87523293,"about_ca_topic_score_gemma":0.9997127,"teacher_disagreement_score":0.81855625,"about_ca_system_score_codex":0.00030145922,"about_ca_system_score_gemma":0.000076663135,"threshold_uncertainty_score":0.6469265},"labels":[],"label_agreement":null},{"id":"W7065273928","doi":"","title":"Diversificación de los estatutos de empleo y desafíos de representación colectiva de los trabajadores: las lógicas de acción de las asociaciones de trabajadores independientes en Quebec","year":2011,"lang":"es","type":"other","venue":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Corporate governance; Public management","score_opus":0.007278768929353019,"score_gpt":0.24621991649285338,"score_spread":0.23894114756350035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065273928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8010108,0.0020698707,0.04293486,0.00055780675,0.0009452987,0.0021500618,0.0028236911,0.0013760896,0.1461315],"genre_scores_gemma":[0.9768978,0.0035335228,0.005124974,0.00025026998,0.0013443053,0.00008999896,0.0005365159,0.0007786057,0.011444005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.989754,0.0011398888,0.0012685953,0.0020665033,0.0014353382,0.004335659],"domain_scores_gemma":[0.9922207,0.0024566748,0.0009224084,0.0013277102,0.00047848598,0.002594028],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0011267379,0.0021523978,0.0017395371,0.0028254148,0.0017782155,0.0023862664,0.0025866125,0.0034437408,0.0004788721],"category_scores_gemma":[0.0010959505,0.0028554543,0.0015361686,0.0015972689,0.0011979075,0.00259683,0.00055580254,0.002925968,0.0001279218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0063840305,0.006012751,0.49129584,0.004175393,0.010449471,0.0428467,0.05224052,0.1078762,0.034059554,0.18210532,0.04664566,0.015908571],"study_design_scores_gemma":[0.013411833,0.0017703475,0.54165095,0.009278175,0.0050636902,0.008486132,0.015166156,0.02368727,0.020505734,0.010310109,0.34216124,0.008508383],"about_ca_topic_score_codex":0.07017602,"about_ca_topic_score_gemma":0.01432924,"teacher_disagreement_score":0.2955156,"about_ca_system_score_codex":0.021983843,"about_ca_system_score_gemma":0.009987635,"threshold_uncertainty_score":0.9995213},"labels":[],"label_agreement":null},{"id":"W7065275572","doi":"","title":"EDUCATIONAL FACTORS INFLUENCING THE SELF-EFFICACY OF NEW GRADUATE NURSES FOR PROFESSIONAL COMPETENCIES DURING THE TRANSITION TO REGISTERED NURSE","year":2007,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Practicum; Consistency (knowledge bases); Registered nurse; Professional development; Nurse education; Work (physics); Patient care","score_opus":0.07112283860736396,"score_gpt":0.3116429092421497,"score_spread":0.24052007063478575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065275572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948293,0.000036573823,0.0030139592,0.0005101612,0.0006947813,0.00071097666,0.00004291569,0.00010176137,0.00005959491],"genre_scores_gemma":[0.99921507,0.000013284951,0.00009657428,0.000067335255,0.00012287717,0.0000023374564,0.000031280295,0.000029392677,0.00042185056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988419,0.000039596544,0.0002883956,0.00020497214,0.0003027805,0.0003223472],"domain_scores_gemma":[0.9989637,0.00038873614,0.000088475004,0.0002733652,0.0001430204,0.00014268665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024694018,0.00020536434,0.00017112098,0.00023072,0.00030523638,0.00006987086,0.0004199257,0.00008538991,0.000005867203],"category_scores_gemma":[0.000040909486,0.00015890376,0.00012198895,0.00036651237,0.000056946756,0.0006031471,0.00002141505,0.00025557863,0.000007079874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004120807,0.00038123832,0.9115677,0.00042703925,0.0003433193,0.000008863839,0.053788155,0.008571228,0.0221897,0.0010025505,0.000016512131,0.0012916165],"study_design_scores_gemma":[0.0007088191,0.00005010298,0.98422587,0.00020987561,0.00007852704,0.0000046523355,0.0019354447,0.000006965528,0.011744754,0.00008464346,0.0007556083,0.00019472155],"about_ca_topic_score_codex":0.000008322359,"about_ca_topic_score_gemma":0.00045121805,"teacher_disagreement_score":0.07265819,"about_ca_system_score_codex":0.00018005613,"about_ca_system_score_gemma":0.000104226056,"threshold_uncertainty_score":0.6479907},"labels":[],"label_agreement":null},{"id":"W7065288888","doi":"","title":"+91-9116799099 divorce problem solution specialist in melbourne","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bengali; MAGIC (telescope); Cheating; Kali; Phone","score_opus":0.01092298712838831,"score_gpt":0.22658403354132228,"score_spread":0.21566104641293396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065288888","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060437137,0.00005559204,0.008978854,0.000084106265,0.001015163,0.0009627161,0.0000635576,0.00040747746,0.98782814],"genre_scores_gemma":[0.02613225,0.003277507,0.0026649814,0.000053583502,0.0005188921,0.00031561754,0.00044708286,0.0006957247,0.96589434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662584,0.00017440353,0.0007116657,0.0014554933,0.00042459177,0.00060797896],"domain_scores_gemma":[0.9975367,0.000106062296,0.00015928513,0.0019554175,0.000058373498,0.00018411921],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011764037,0.0005358517,0.0006358333,0.0004274299,0.00006210042,0.00013413916,0.00065726874,0.0006600953,0.49721],"category_scores_gemma":[0.0003146194,0.0006734866,0.00020711929,0.00037028608,0.000085990316,0.00014130828,0.0003200384,0.0007583803,0.22674817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004279722,0.0006682337,0.0055454886,0.0022292936,0.0006856282,0.00017124326,0.0015297659,0.019917544,0.0065685576,0.0050210357,0.90756077,0.05005966],"study_design_scores_gemma":[0.0007845058,8.199388e-7,0.010152815,0.001275228,0.00007928687,0.000016994903,0.000027262458,0.003887147,0.0022084273,0.0014227753,0.9792398,0.00090488896],"about_ca_topic_score_codex":0.0011265967,"about_ca_topic_score_gemma":0.0024984048,"teacher_disagreement_score":0.27046183,"about_ca_system_score_codex":0.00045843478,"about_ca_system_score_gemma":0.00011602944,"threshold_uncertainty_score":0.9995716},"labels":[],"label_agreement":null},{"id":"W7065298556","doi":"","title":"Developing a Custom Printhead Controller to Print Large-Scale Parts Using Industrial Motion Systems","year":2022,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Controller (irrigation); Firmware; Control system; Motion study","score_opus":0.020855613675711666,"score_gpt":0.2324318203356525,"score_spread":0.2115762066599408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065298556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024277695,0.0024960584,0.9544391,0.0016046478,0.0029493696,0.005023209,0.00062143756,0.000959736,0.007628732],"genre_scores_gemma":[0.83368725,0.0011568769,0.12625302,0.0014877012,0.0035349312,0.005595231,0.0005568936,0.0021808327,0.025547257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9948811,0.00033743918,0.0013602386,0.00096006924,0.0007790564,0.0016820874],"domain_scores_gemma":[0.99774635,0.0001868081,0.00041446878,0.0008686343,0.00016209469,0.00062163116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012202967,0.0010342139,0.001211607,0.0012231428,0.0004993315,0.00043581755,0.00065099704,0.001228541,0.0015838388],"category_scores_gemma":[0.0002537521,0.0012142684,0.0003546156,0.00095249485,0.000054468026,0.00029167425,0.00033568265,0.0014490935,0.00014241629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000170581,0.0004594215,0.021088636,0.00055100064,0.00060960365,0.00008997667,0.0015625893,0.8560605,0.0032263028,0.08138434,0.003239337,0.031557724],"study_design_scores_gemma":[0.0016933375,0.00013091542,0.005675954,0.0008845671,0.00022395371,0.00007329428,0.0002526643,0.58608246,0.0009758827,0.00024336296,0.40246114,0.0013024507],"about_ca_topic_score_codex":0.012290294,"about_ca_topic_score_gemma":0.0035538033,"teacher_disagreement_score":0.8281861,"about_ca_system_score_codex":0.006017382,"about_ca_system_score_gemma":0.00058084825,"threshold_uncertainty_score":0.99932885},"labels":[],"label_agreement":null},{"id":"W7065308923","doi":"","title":"Dependencia financiera y ciclos de crecimiento en países latinoamericanos","year":2014,"lang":"es","type":"article","venue":"Americanae (AECID Library)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; World economy; Capital (architecture); Quarter (Canadian coin); Investment (military)","score_opus":0.003367163570144625,"score_gpt":0.19225558977570634,"score_spread":0.1888884262055617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065308923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.868393,0.0011702129,0.0592063,0.0018136449,0.0009322492,0.0005547734,0.00020514107,0.00072114775,0.06700353],"genre_scores_gemma":[0.9840042,0.0028950402,0.009939836,0.001675522,0.0006064431,0.00006465347,0.00011962177,0.00020217545,0.0004925106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706894,0.00020537831,0.0006595375,0.00059398747,0.00043612128,0.0010360106],"domain_scores_gemma":[0.99790287,0.00073836464,0.0001965314,0.0006517993,0.000043020842,0.0004674191],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017624616,0.0005809612,0.0006531434,0.000313858,0.00017092927,0.00015831526,0.0006182106,0.00023095324,0.0010939942],"category_scores_gemma":[0.0002712937,0.0006391535,0.00025268464,0.0009688181,0.00020082727,0.0011214638,0.00010477096,0.0004810332,0.00039781025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005023355,0.0003458035,0.6531183,0.00026444838,0.00033310443,0.000056069897,0.0010714696,0.009771101,0.0036779328,0.0310297,0.022638032,0.27764383],"study_design_scores_gemma":[0.00049335527,0.00041035752,0.81687826,0.00019348743,0.0001305446,0.000008427554,0.00007143959,0.029074058,0.007401433,0.00089623634,0.14354816,0.0008942301],"about_ca_topic_score_codex":0.0064060376,"about_ca_topic_score_gemma":0.0000088093175,"teacher_disagreement_score":0.27674958,"about_ca_system_score_codex":0.00013985777,"about_ca_system_score_gemma":0.00023420066,"threshold_uncertainty_score":0.99981916},"labels":[],"label_agreement":null},{"id":"W7065317546","doi":"","title":"Design and Implementation of an IoT Platform for Flood Prediction","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Scalability; Debugging; Software deployment; Internet of Things; Visualization; Cloud computing; System deployment","score_opus":0.028574741957428547,"score_gpt":0.28623511114428474,"score_spread":0.2576603691868562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065317546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923265,0.000074181844,0.0026991933,0.000008926252,0.00082508504,0.0011776118,0.00010180993,0.00017429538,0.0026123812],"genre_scores_gemma":[0.99721926,0.0004653765,0.0001694836,4.0121216e-7,0.00014519955,0.000020014975,0.0008164767,0.00006768604,0.0010960735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987146,0.000057888446,0.0002508354,0.00029195083,0.0003306615,0.00035403942],"domain_scores_gemma":[0.9992092,0.00023121128,0.000063640524,0.00019061584,0.00017434497,0.0001309456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036132196,0.00017429532,0.00022013027,0.0009106106,0.00024590312,0.000055201628,0.0001737811,0.0002304221,0.000007725052],"category_scores_gemma":[0.0000147018145,0.00021843245,0.00006675407,0.00046348904,0.000044592805,0.00027996872,0.00001292484,0.0002878834,0.0000020881828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008377252,0.0010823287,0.05212132,0.020865133,0.0065990807,0.00070171425,0.036988273,0.06264004,0.57966197,0.023988359,0.009469179,0.19750537],"study_design_scores_gemma":[0.0033300854,0.0028555712,0.34732643,0.00038183163,0.00038668897,0.000009059456,0.012303321,0.07248397,0.5535102,0.002375789,0.0042561674,0.0007809195],"about_ca_topic_score_codex":0.0017988048,"about_ca_topic_score_gemma":0.0046690335,"teacher_disagreement_score":0.29520512,"about_ca_system_score_codex":0.00025577628,"about_ca_system_score_gemma":0.00022170164,"threshold_uncertainty_score":0.8907417},"labels":[],"label_agreement":null},{"id":"W7065318282","doi":"","title":"Discoveries: Bridging Principles and Practice (A Practical Guide to Explorations)","year":2003,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Hyporeflexia; Emperipolesis; Fusible alloy","score_opus":0.022144261099629036,"score_gpt":0.2958464832930558,"score_spread":0.27370222219342677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065318282","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09198586,0.0016295287,0.58319676,0.010721762,0.0012608069,0.0009908114,0.00007580143,0.000554369,0.3095843],"genre_scores_gemma":[0.9715837,0.0009482115,0.02587748,0.0005278383,0.00016761433,0.000060764218,0.000019838782,0.000050872928,0.0007636755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918294,0.00003839746,0.00022641468,0.0001701604,0.00015831964,0.00022377443],"domain_scores_gemma":[0.9992817,0.00033756995,0.000025087013,0.00017034468,0.00005509705,0.00013017288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024557306,0.00013362021,0.0001256492,0.00006212585,0.00009136845,0.00013867705,0.000043502077,0.00005057817,0.00007847419],"category_scores_gemma":[0.0014255317,0.00013669356,0.000017856304,0.00017240038,0.00002219311,0.00078384986,0.00001314185,0.00010623288,0.00008821585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030495937,0.00067885476,0.007803122,0.0007368818,0.00070314575,0.0003144642,0.03054516,0.12785678,0.028818687,0.54672563,0.22581452,0.029697781],"study_design_scores_gemma":[0.00026659598,0.00004578153,0.00084769377,0.00004115793,0.000034635035,0.000036976362,0.0005095383,0.0048321025,0.0044964254,0.00014131384,0.98854476,0.00020301991],"about_ca_topic_score_codex":0.00004672845,"about_ca_topic_score_gemma":0.000062314546,"teacher_disagreement_score":0.87959784,"about_ca_system_score_codex":0.000051934992,"about_ca_system_score_gemma":0.000035406312,"threshold_uncertainty_score":0.55742013},"labels":[],"label_agreement":null},{"id":"W7065326623","doi":"","title":"Developing and implementing techniques to harvest surveillance information from existing veterinary diagnostic laboratory data","year":2013,"lang":"en","type":"article","venue":"IslandScholar (University of Prince Edward Island)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data extraction; Animal health; Data set; Set (abstract data type); Disease surveillance; Baseline (sea)","score_opus":0.017847211066487127,"score_gpt":0.23016840375080444,"score_spread":0.21232119268431732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065326623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85846007,0.00009884168,0.13904914,0.00012005361,0.00010487378,0.00027834612,0.0005639423,0.00014152282,0.0011832103],"genre_scores_gemma":[0.9749818,0.0004171226,0.024082903,0.00004563745,0.00003983098,0.0000017978073,0.00041397748,0.00001199507,0.0000049621804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992522,0.000027399408,0.00018745605,0.00017577787,0.0001415965,0.00021555516],"domain_scores_gemma":[0.99925345,0.00020182949,0.000063228945,0.00029225263,0.00011617191,0.00007305917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026684342,0.00012997189,0.00016934129,0.00012653241,0.00014839962,0.0000997866,0.00031315474,0.00006551284,0.00004811073],"category_scores_gemma":[0.00017740269,0.00016113283,0.000015763662,0.00017601196,0.000023857565,0.0023329877,0.00023962808,0.00013675964,0.000035914043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006938103,0.00006642506,0.5342404,0.0011435306,0.0003885356,0.000042337764,0.012729554,0.00051946717,0.027841177,0.0008633008,0.011536317,0.41055954],"study_design_scores_gemma":[0.00059017056,0.000092627844,0.81104743,0.0003995813,0.000030660725,0.0000036518104,0.0011046894,0.009280263,0.0016747306,0.00027456615,0.17492044,0.00058117986],"about_ca_topic_score_codex":0.0005229593,"about_ca_topic_score_gemma":0.00046576673,"teacher_disagreement_score":0.40997836,"about_ca_system_score_codex":0.00004406377,"about_ca_system_score_gemma":0.000029327075,"threshold_uncertainty_score":0.65708065},"labels":[],"label_agreement":null},{"id":"W7065337842","doi":"","title":"Diversity and prevalence of metastrongyloid nematodes infecting the red panda (&lt;i&gt;Ailurus fulgens&lt;/i&gt;) in European zoos","year":2010,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.022244916867635203,"score_gpt":0.2324973407116638,"score_spread":0.2102524238440286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065337842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188286,0.0005482937,0.0016530637,0.00010979069,0.00008153419,0.0003291844,0.000054731565,0.00004443629,0.005296097],"genre_scores_gemma":[0.9985929,0.0007923186,0.0004611971,0.0000018783415,0.000016862332,4.9470253e-7,0.000006244767,0.000017370114,0.00011071716],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984571,0.00021908598,0.00020883552,0.000252364,0.00049560546,0.00036700844],"domain_scores_gemma":[0.9988731,0.00033738872,0.0000805723,0.00035587055,0.00022592158,0.00012712371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016153438,0.00013917552,0.00025332614,0.00033330123,0.0007955181,0.000017857752,0.00052889466,0.000079222285,0.000054051692],"category_scores_gemma":[0.00025309558,0.00015483327,0.00008299089,0.0004920118,0.00063572096,0.0003378328,0.0006392211,0.0005263627,0.000008358373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040073603,0.0006234886,0.42564344,0.003469773,0.00047236233,0.0002728948,0.0350605,0.003454132,0.4757212,0.0059914887,0.0045988415,0.044291135],"study_design_scores_gemma":[0.001136667,0.00014711026,0.9746421,0.00018097137,0.000076841796,0.000015105694,0.0008389297,0.011527336,0.0014852894,0.00024138228,0.0094344225,0.0002738446],"about_ca_topic_score_codex":0.00055130606,"about_ca_topic_score_gemma":0.0019513926,"teacher_disagreement_score":0.54899865,"about_ca_system_score_codex":0.000074952026,"about_ca_system_score_gemma":0.00004141706,"threshold_uncertainty_score":0.63139176},"labels":[],"label_agreement":null},{"id":"W7065354185","doi":"","title":"De veroordeling van Shell tot 45% CO2-reductie in 2030: Over legitimiteit en effectiviteit","year":2022,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Windage; Pneumopericardium; Acquiescence","score_opus":0.008589762806043608,"score_gpt":0.22601507609182633,"score_spread":0.21742531328578274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065354185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98025674,0.0045678015,0.008056233,0.00012466824,0.0011872482,0.0005777853,0.0018242854,0.00015376165,0.0032514937],"genre_scores_gemma":[0.99268115,0.0026463876,0.00048489415,0.000202789,0.00056441955,0.00006146901,0.003143631,0.00011885268,0.000096384036],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967604,0.00041890584,0.0005941898,0.00085791963,0.00038618234,0.0009824013],"domain_scores_gemma":[0.997678,0.0009806631,0.00010868417,0.0009798196,0.00001512778,0.00023770757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013517697,0.00050009065,0.0005005033,0.0002757052,0.0005048718,0.00029053554,0.0011564313,0.0001246027,0.00022592278],"category_scores_gemma":[0.000025377667,0.00059556944,0.000076124146,0.0005363071,0.000055866327,0.0007435961,0.00097561005,0.0011142,0.000020124657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015991747,0.00020796599,0.0442962,0.0010106317,0.00021735765,0.000072016905,0.010732198,0.91833115,0.0020118079,0.00015911192,0.00076020684,0.02204142],"study_design_scores_gemma":[0.000996395,0.000118830656,0.083288364,0.0006506825,0.00014567484,0.000031189797,0.0008099559,0.88746,0.00004898249,0.0003915181,0.025448445,0.00060997484],"about_ca_topic_score_codex":0.0034237588,"about_ca_topic_score_gemma":0.001943189,"teacher_disagreement_score":0.038992163,"about_ca_system_score_codex":0.00022043618,"about_ca_system_score_gemma":0.00007134357,"threshold_uncertainty_score":0.9996496},"labels":[],"label_agreement":null},{"id":"W7065370578","doi":"","title":"Double Periodic Non–Homogeneous Poisson Models for Hurricanes Data","year":2004,"lang":"en","type":"book","venue":"Spectrum Research Repository (Concordia University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Poisson distribution; Poisson regression; Intensity (physics); Quasi-likelihood; Maximum likelihood; Function (biology); Periodic function; Likelihood function; Poisson process","score_opus":0.04549403404531755,"score_gpt":0.2630953306267385,"score_spread":0.21760129658142097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065370578","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075624734,0.0013753936,0.017526193,0.00016332357,0.001507206,0.002196891,0.0007966618,0.00044893613,0.96842295],"genre_scores_gemma":[0.5232741,0.0018812505,0.0001890445,0.000007713139,0.0011819684,0.00001686401,0.0016628433,0.00026423295,0.47152197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970864,0.000042548843,0.0003377154,0.00086978154,0.000695886,0.000967677],"domain_scores_gemma":[0.99767697,0.00021861999,0.00007701642,0.0014195926,0.00023360117,0.00037417834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034223404,0.0004509767,0.0005341674,0.0010246004,0.00057621836,0.00022531612,0.0016379383,0.0005207245,0.000029505229],"category_scores_gemma":[0.000013969231,0.00055207213,0.00021632502,0.00040679795,0.00029023748,0.00063298293,0.0002869201,0.00096330635,0.000031862935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045674243,0.001187981,0.0018652071,0.012394158,0.0075040753,0.012657221,0.0055012396,0.42672634,0.008397626,0.20837042,0.2986685,0.012159816],"study_design_scores_gemma":[0.0026036063,0.0005136995,0.00026016214,0.00047424439,0.00026527935,0.00005948573,0.00009418214,0.05867029,0.0031640276,0.006981047,0.9258047,0.0011093178],"about_ca_topic_score_codex":0.002476113,"about_ca_topic_score_gemma":0.0026819394,"teacher_disagreement_score":0.6271362,"about_ca_system_score_codex":0.0030110725,"about_ca_system_score_gemma":0.0029299296,"threshold_uncertainty_score":0.9996931},"labels":[],"label_agreement":null},{"id":"W7065383979","doi":"","title":"A distributed amplifier-based active transversal filter MMIC with positive and negative adjustable tap weights for very high-speed lightwave systems","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transversal (combinatorics); Filter (signal processing); Monolithic microwave integrated circuit; Control theory (sociology); Measure (data warehouse)","score_opus":0.0022588133471370046,"score_gpt":0.12727347746321635,"score_spread":0.12501466411607934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065383979","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013771676,0.0018151305,0.014993111,0.0006006174,0.0008205494,0.0031976115,0.07549948,0.00013947375,0.88916236],"genre_scores_gemma":[0.98217535,0.0004830277,0.0005506103,0.0001399186,0.00012586715,0.00007496785,0.0008501939,0.00025042825,0.015349641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863493,0.000023450551,0.00020382482,0.00026253198,0.00057127775,0.00030395298],"domain_scores_gemma":[0.9993049,0.00029205473,0.00008698092,0.0001247538,9.3161157e-7,0.0001903942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000035287412,0.00033883261,0.0004175492,0.00005173853,0.000079296595,0.00003276268,0.00009331742,0.00008042863,0.000048622675],"category_scores_gemma":[6.5003377e-7,0.00030396052,0.000028180222,0.000063878,0.000068587055,0.00018299323,0.000006195939,0.00013571912,2.7837757e-9],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.042469423,0.0013135063,0.0069256146,0.033926003,0.025249675,0.0020605926,0.004351751,0.10235218,0.04422767,0.19540738,0.4890604,0.052655797],"study_design_scores_gemma":[0.010640271,0.0014017393,0.028091239,0.006261458,0.001281151,0.00002192717,0.002085287,0.08767516,0.2747609,0.0006435324,0.5834295,0.0037077938],"about_ca_topic_score_codex":0.005124119,"about_ca_topic_score_gemma":0.015466403,"teacher_disagreement_score":0.9684037,"about_ca_system_score_codex":0.000017940665,"about_ca_system_score_gemma":0.00048099173,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W7065384458","doi":"","title":"Dossier sur les programmes de support administratif du Collège de Sherbrooke /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Standardization; Information system","score_opus":0.01065114970973822,"score_gpt":0.21641894948220125,"score_spread":0.20576779977246304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065384458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114839174,0.022020053,0.013048685,0.015388171,0.0006652949,0.0017242077,0.001881777,0.00058721367,0.8298454],"genre_scores_gemma":[0.6963776,0.0076943506,0.008342553,0.0010524013,0.0016210588,0.00066448253,0.00039246387,0.00083092623,0.2830242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960632,0.00019555661,0.0009286752,0.0006903478,0.0011684046,0.00095385365],"domain_scores_gemma":[0.99454856,0.0038728274,0.0003541571,0.00044242392,0.00013691567,0.00064512424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006039041,0.0009072553,0.000686528,0.0008201797,0.0002311384,0.00063994736,0.00079196465,0.0003831563,0.01802502],"category_scores_gemma":[0.00221712,0.000984397,0.00037027508,0.00078558555,0.00039795975,0.0005215062,0.00014965066,0.0006833465,0.00052509166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002550844,0.0015115176,0.24461345,0.0018177961,0.0013422458,0.00020097669,0.011576574,0.0041113826,0.001475785,0.04201381,0.68296653,0.008114841],"study_design_scores_gemma":[0.0013376354,0.00029355896,0.1407688,0.00053090253,0.00021231762,0.00010051386,0.000115034665,0.0064468607,0.0005295011,0.00043675755,0.84831846,0.00090965343],"about_ca_topic_score_codex":0.09353767,"about_ca_topic_score_gemma":0.93293214,"teacher_disagreement_score":0.83939445,"about_ca_system_score_codex":0.010431002,"about_ca_system_score_gemma":0.06262242,"threshold_uncertainty_score":0.99926066},"labels":[],"label_agreement":null},{"id":"W7065395001","doi":"","title":"Durability of cement systems reinforced with wollastonite microfibers","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Durability; Wollastonite; Microfiber; Cement; Abrasion (mechanical)","score_opus":0.005050072782888418,"score_gpt":0.177696795433877,"score_spread":0.1726467226509886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065395001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91717875,0.000053786443,0.0034802621,0.000018401312,0.000090573216,0.00018302728,0.000015990041,0.00006497103,0.07891425],"genre_scores_gemma":[0.99917686,0.00008302091,0.00046895375,0.000006314854,0.000012509784,0.000011249697,0.000010376895,0.0000111914605,0.00021953041],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995383,0.0000050078647,0.00016503269,0.000066752305,0.00010499418,0.000119922915],"domain_scores_gemma":[0.9997783,0.000018567387,0.000012407842,0.00013013558,0.000024558343,0.000036030753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005209984,0.000072325296,0.0001003488,0.000027852922,0.00001642578,0.000009609584,0.00004574881,0.000028654198,0.00032906368],"category_scores_gemma":[0.0000015207356,0.00006252571,0.000020564685,0.00008840625,0.000022007232,0.000060558534,0.0000015002439,0.000041650703,0.000018927925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011177263,0.000032863714,0.001933342,0.00051518425,0.0001405362,0.0000032085375,0.0010143315,0.79157484,0.18629329,0.0021677387,0.0010400084,0.015172864],"study_design_scores_gemma":[0.004446263,0.00082069356,0.043093026,0.0007799762,0.0001705356,0.000025111449,0.0003079044,0.57802,0.28546667,0.0003872909,0.0852561,0.0012264708],"about_ca_topic_score_codex":0.000017332239,"about_ca_topic_score_gemma":0.0000014853705,"teacher_disagreement_score":0.2135549,"about_ca_system_score_codex":0.0000339443,"about_ca_system_score_gemma":0.000008851549,"threshold_uncertainty_score":0.36030167},"labels":[],"label_agreement":null},{"id":"W7065404172","doi":"","title":"Distribution Characteristics of Total Mercury in Imported Coals at Shanghai Port","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Coal; Sulfur; Sulfide; Pollution","score_opus":0.07892750507808749,"score_gpt":0.430541007683521,"score_spread":0.3516135026054335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065404172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914276,0.0016729969,0.0038319668,0.000035782556,0.00060682045,0.000286571,0.00037089866,0.000035667537,0.0017316781],"genre_scores_gemma":[0.9946074,0.00482427,0.000029467848,0.0000291776,0.000079756435,0.000016741815,0.00035223176,0.000038257193,0.000022701419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980447,0.00005758598,0.0010206649,0.00019860918,0.00038342294,0.0002949746],"domain_scores_gemma":[0.9989035,0.00017269015,0.00036240031,0.00026109174,0.00015510517,0.0001451809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007453549,0.00022832396,0.0006149049,0.00032437488,0.000059152775,0.00015637437,0.0005515526,0.00012323815,0.0014529612],"category_scores_gemma":[0.00019466333,0.00023338737,0.0001136189,0.0004970004,0.00005419043,0.00095013255,0.00014682717,0.00022234269,0.0000072981634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008783864,0.00019924839,0.8210105,0.00023003132,0.00012943505,0.000014193857,0.00013432807,0.0017321958,0.15304041,0.00017177888,0.0065203602,0.016729726],"study_design_scores_gemma":[0.00038969264,0.000009770179,0.9562412,0.00028160997,0.000045204153,0.0000068787267,0.000006477943,0.004756487,0.03452129,0.00043495445,0.003050926,0.00025553012],"about_ca_topic_score_codex":0.00021625038,"about_ca_topic_score_gemma":0.000033607783,"teacher_disagreement_score":0.13523072,"about_ca_system_score_codex":0.0001406397,"about_ca_system_score_gemma":0.00003360289,"threshold_uncertainty_score":0.99945986},"labels":[],"label_agreement":null},{"id":"W7065443187","doi":"","title":"Efecto de la refrigeración con fluidos orgánicos sobre las ondas de choque en una turbina de Laval","year":2015,"lang":"es","type":"dissertation","venue":"RiuNet (Politechnical University of Valencia)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Human being; Order (exchange)","score_opus":0.006494761994851206,"score_gpt":0.251060342248104,"score_spread":0.24456558025325276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065443187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684802,0.0007276971,0.008768499,0.00013830009,0.00023051971,0.00061931397,0.00074033317,0.00037940705,0.019915724],"genre_scores_gemma":[0.99054116,0.0051797405,0.0025614628,0.000037450758,0.00015703184,0.0000030010447,0.00087669503,0.00009427669,0.0005491706],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99720037,0.0003854963,0.00048484397,0.000520833,0.00053825614,0.0008702171],"domain_scores_gemma":[0.9976313,0.00076477864,0.00023220567,0.0004904549,0.00034915996,0.00053207116],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010319323,0.0005597304,0.0007661473,0.00041579822,0.000179587,0.000057403602,0.00074060314,0.00175653,0.00011196144],"category_scores_gemma":[0.00048342632,0.00074279256,0.00041006398,0.00042778297,0.00022845632,0.00028375597,0.00007650929,0.0013133208,0.00005098909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043770983,0.005572045,0.070662186,0.021062681,0.004280758,0.0023449722,0.048926216,0.097980686,0.48949233,0.16898051,0.041129384,0.045191128],"study_design_scores_gemma":[0.008993625,0.0019037927,0.6770001,0.008139264,0.0036040235,0.00018683905,0.003610363,0.08329943,0.06972228,0.022367083,0.11660097,0.0045722597],"about_ca_topic_score_codex":0.0040678596,"about_ca_topic_score_gemma":0.00030854004,"teacher_disagreement_score":0.6063379,"about_ca_system_score_codex":0.0016061541,"about_ca_system_score_gemma":0.001185166,"threshold_uncertainty_score":0.9995394},"labels":[],"label_agreement":null},{"id":"W7065458333","doi":"","title":"Du dÃ©sir Ã  parole : un dÃ©fi pour mieux dire Dieu au quotidien","year":2002,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Economic Justice; Identity (music); Government (linguistics); Subject (documents); Perspective (graphical); Meaning (existential)","score_opus":0.002938979002525459,"score_gpt":0.1310040310073005,"score_spread":0.12806505200477503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065458333","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01618832,0.0027632918,0.00065288495,0.0051295157,0.0011289173,0.00032895943,0.001268301,0.00003256917,0.97250724],"genre_scores_gemma":[0.75690275,0.003837106,0.001309099,0.00049380393,0.0004790876,0.000018334455,0.000062116946,0.00021668039,0.236681],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703425,0.000056666988,0.000504247,0.0004052387,0.001330895,0.0006686788],"domain_scores_gemma":[0.9986734,0.00032847663,0.00017660914,0.000317581,9.673798e-7,0.00050300057],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000011709108,0.0005518727,0.0005592731,0.0000524081,0.00019927001,0.000040245992,0.0003347253,0.00012740122,0.0023218568],"category_scores_gemma":[0.0000066039693,0.00058836385,0.00008526699,0.00010127042,0.000098673925,0.000300884,0.00009167675,0.00030986173,1.3232227e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042216643,0.0005432767,0.18172087,0.0050337478,0.0025642687,0.0012264032,0.0020053536,0.016164167,0.008712976,0.3476587,0.08576695,0.34818113],"study_design_scores_gemma":[0.00074598787,0.00008539672,0.09611196,0.0007745006,0.00013651278,0.000011239487,0.00044258064,0.02560001,0.012067449,0.0007093457,0.8624986,0.00081645534],"about_ca_topic_score_codex":0.012939203,"about_ca_topic_score_gemma":0.07346973,"teacher_disagreement_score":0.7767316,"about_ca_system_score_codex":0.00005010461,"about_ca_system_score_gemma":0.0010491214,"threshold_uncertainty_score":0.9996568},"labels":[],"label_agreement":null},{"id":"W7065471213","doi":"","title":"Étude des impacts à la tête chez les athlètes de cheerleading universitaire : étude exploratoire et validation d’outil télémétrique.","year":2024,"lang":"fr","type":"other","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université du Québec à Trois-Rivières","keywords":"Data collection; Context (archaeology); Work (physics); Affect (linguistics)","score_opus":0.012162566322263325,"score_gpt":0.20033755575301346,"score_spread":0.18817498943075014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065471213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59409845,0.009912836,0.33948433,0.004086556,0.0010291319,0.00086288835,0.00038832772,0.0012373384,0.048900157],"genre_scores_gemma":[0.97706383,0.0047027203,0.001880777,0.000074567266,0.0004279991,0.000023660366,0.00029470705,0.00042193264,0.015109784],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686,0.00024052062,0.0005444865,0.0008779202,0.0004874274,0.0009895951],"domain_scores_gemma":[0.9982006,0.00028088735,0.00024283816,0.00053778786,0.00022896465,0.00050891266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004939516,0.0010431362,0.00077009853,0.0009793208,0.00087148574,0.00039789034,0.0007186243,0.0009560785,0.0013055367],"category_scores_gemma":[0.00019453645,0.0012343206,0.00052989606,0.001033801,0.0007468652,0.001842963,0.00020294508,0.0011273081,0.0009154905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024630566,0.0009334391,0.040116467,0.0045062494,0.0033028827,0.0018061483,0.16501854,0.4568259,0.010945396,0.28247556,0.008298611,0.02552448],"study_design_scores_gemma":[0.012479088,0.0011107888,0.2656883,0.024320716,0.0058194026,0.0007783891,0.04913329,0.28735152,0.01159861,0.0055687027,0.32681692,0.00933428],"about_ca_topic_score_codex":0.13536578,"about_ca_topic_score_gemma":0.30184835,"teacher_disagreement_score":0.38296542,"about_ca_system_score_codex":0.003057561,"about_ca_system_score_gemma":0.001233278,"threshold_uncertainty_score":0.99986243},"labels":[],"label_agreement":null},{"id":"W7065475204","doi":"","title":"DTE Energy schedules third quarter 2023 earnings release, conference call","year":2023,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Quarter (Canadian coin); Energy (signal processing); Work (physics)","score_opus":0.009352573184450997,"score_gpt":0.2031738586547912,"score_spread":0.19382128547034022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065475204","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036735168,0.00042874718,0.04038141,0.00008818438,0.00088227214,0.00008855397,0.00007620085,0.0022548414,0.95576304],"genre_scores_gemma":[0.036700998,0.0071585528,0.00078566174,0.00010473238,0.00043383572,0.000061615196,0.00023165872,0.0013297673,0.9531932],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913836,0.000009252903,0.00019314801,0.00021612129,0.00017079298,0.00027230213],"domain_scores_gemma":[0.99959123,0.000050630417,0.000032889668,0.0002125877,0.000024979121,0.00008767231],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000038970993,0.00026136547,0.00023880038,0.00019906835,0.000020560045,0.000047124155,0.00013750457,0.00032454586,0.0017388137],"category_scores_gemma":[0.000015938811,0.0002509799,0.00007143065,0.00013548223,0.000024656703,0.000055479202,0.0000115257635,0.00019875588,0.0013373261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012481169,0.000008130958,0.00008402045,0.000078094556,0.00010037885,0.000008294885,0.0000302899,0.00043968586,0.00005092595,0.011109442,0.986345,0.0017445113],"study_design_scores_gemma":[0.00016549812,0.000022005317,0.000732403,0.0002918719,0.0000273304,6.45267e-7,0.000012648278,0.015488132,0.00013117195,0.00016956656,0.98257196,0.0003867781],"about_ca_topic_score_codex":0.0011472304,"about_ca_topic_score_gemma":0.0028056328,"teacher_disagreement_score":0.03959575,"about_ca_system_score_codex":0.000027898854,"about_ca_system_score_gemma":0.000021037702,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W7065477774","doi":"","title":"“Empowering Indigenous Australians in the Clean Energy Transition: Learning from Canada’s Success”","year":2023,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Energy (signal processing); Government (linguistics); Clean energy; Clean technology; Population","score_opus":0.009365158531447756,"score_gpt":0.2100375729470389,"score_spread":0.20067241441559114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065477774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070611495,0.0009216478,0.017158477,0.0005151302,0.0023890736,0.0004925576,0.0003757911,0.002284101,0.9688021],"genre_scores_gemma":[0.97546715,0.0013793141,0.000029185863,0.00016808182,0.00034289053,0.00003158106,0.0003755355,0.00076409907,0.021442195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991013,0.000021004842,0.00020096886,0.00016725062,0.00021982832,0.00028966795],"domain_scores_gemma":[0.99970406,0.00007584744,0.00002239974,0.00015005053,0.000005809071,0.000041811047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054661483,0.00021827933,0.00019025241,0.00013481248,0.000042188167,0.00004400332,0.0001925473,0.00018368785,0.000737238],"category_scores_gemma":[0.0000038085836,0.00019093613,0.00004115358,0.00018632934,0.000010860458,0.000042167456,0.0000038536696,0.0003074591,0.000017312836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010634781,0.00007500128,0.002810007,0.00030995187,0.0006100275,0.0007328294,0.012779738,0.30646965,0.000110631336,0.00091063936,0.63085914,0.044321768],"study_design_scores_gemma":[0.00030604267,0.000022238177,0.009862022,0.00031773213,0.00004084244,0.0000025053962,0.0007189137,0.0038187597,0.00019008771,0.000044398617,0.9840994,0.0005770413],"about_ca_topic_score_codex":0.9567238,"about_ca_topic_score_gemma":0.99324673,"teacher_disagreement_score":0.96840596,"about_ca_system_score_codex":0.00012565852,"about_ca_system_score_gemma":0.00008399628,"threshold_uncertainty_score":0.8072239},"labels":[],"label_agreement":null},{"id":"W7065479267","doi":"","title":"Effective Neutrophil Activation During Innate Immunity: Understanding the Specific Roles of Rac1 and Rac2","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis; Faculty of Dentistry, University of Toronto; Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto","keywords":"RAC1; Rac GTP-Binding Proteins; Chemotaxis; Phagosome; Phagocytosis; NADPH oxidase; Membrane ruffling; Respiratory burst; Inflammation","score_opus":0.011659881638041802,"score_gpt":0.248762557928138,"score_spread":0.2371026762900962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065479267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884094,0.001492763,0.0018247264,0.00005765456,0.00023447454,0.0004064797,0.0000044861026,0.00007087871,0.00749915],"genre_scores_gemma":[0.9969815,0.0026638708,0.000022825225,0.00000387894,0.00006179779,0.000014284312,0.0001368639,0.000037763784,0.00007721138],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99938095,0.00002968762,0.0001791071,0.00012139533,0.00014331458,0.0001455781],"domain_scores_gemma":[0.9995556,0.0001461483,0.00008513324,0.000152487,0.000035429035,0.000025217993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010083868,0.00019241289,0.00020448584,0.0001521905,0.00012341428,0.00004347548,0.0000792449,0.00014227879,0.0000072495613],"category_scores_gemma":[0.000017925013,0.00016880853,0.00004696005,0.00017381829,0.000021121537,0.0001224329,0.000005102159,0.00032119543,0.0000014845328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068812456,0.00012339222,0.00034085847,0.0024015363,0.00066315086,0.000008683714,0.09243053,0.038345758,0.8079227,0.010361861,0.00025943713,0.046453953],"study_design_scores_gemma":[0.0016263345,0.00017760384,0.5532236,0.0018780369,0.00020691851,0.0000052155965,0.019573122,0.005277944,0.41092375,0.005445966,0.00080764404,0.00085385755],"about_ca_topic_score_codex":0.000027440536,"about_ca_topic_score_gemma":0.000053467833,"teacher_disagreement_score":0.55288273,"about_ca_system_score_codex":0.00013558178,"about_ca_system_score_gemma":0.00000984953,"threshold_uncertainty_score":0.6883812},"labels":[],"label_agreement":null},{"id":"W7065500965","doi":"","title":"Discrimination and the fiscal benefits of immigration","year":2024,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Wage; Fiscal policy; Affect (linguistics); Economic impact analysis; Fiscal imbalance; Fiscal year; Survey of Income and Program Participation","score_opus":0.006985506503081734,"score_gpt":0.20171230986121455,"score_spread":0.1947268033581328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065500965","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06988322,0.03765771,0.0015768999,0.0003714201,0.004578968,0.0008136664,0.0006915371,0.00043174764,0.8839948],"genre_scores_gemma":[0.9550348,0.0062425663,0.00024027671,0.000041076968,0.0005971513,0.000091664835,0.00019079367,0.00047966433,0.037082028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992031,0.000019344743,0.0003123976,0.00019826539,0.000120578785,0.00014631294],"domain_scores_gemma":[0.99957436,0.000090794565,0.00007903568,0.00019542543,0.000016792488,0.000043605472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014031016,0.00023295333,0.00030792554,0.000230638,0.000027199725,0.000039692593,0.0000940402,0.00021905343,0.0003960207],"category_scores_gemma":[0.000020499636,0.00018361925,0.000096825475,0.00008469485,0.00020725655,0.000079201316,0.000015803917,0.00018895032,0.0001099817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035997946,0.00007061147,0.032080106,0.0022578365,0.00084673177,0.0000044827657,0.0028703888,0.0005121407,0.00017210352,0.08847165,0.8570166,0.015661301],"study_design_scores_gemma":[0.0055874567,0.00021953374,0.14992088,0.0053839134,0.0019389678,0.000097128206,0.0005419877,0.038390897,0.0019354434,0.006215056,0.7869952,0.0027735718],"about_ca_topic_score_codex":0.00007783444,"about_ca_topic_score_gemma":0.00051297934,"teacher_disagreement_score":0.88515157,"about_ca_system_score_codex":0.000042452157,"about_ca_system_score_gemma":0.000019495403,"threshold_uncertainty_score":0.74877757},"labels":[],"label_agreement":null},{"id":"W7065522807","doi":"","title":"Energy savings from modified air circulation","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Circulation (fluid dynamics); Airflow; Energy consumption; Efficient energy use; Electric motor","score_opus":0.008307347375463705,"score_gpt":0.1899797207774006,"score_spread":0.1816723734019369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065522807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6595439,0.00012863676,0.23342411,0.00029366685,0.00027361052,0.000049052243,0.000021999449,0.00028660643,0.10597844],"genre_scores_gemma":[0.9980263,0.000066998604,0.0014834983,0.00012474027,0.00018800262,0.0000072105922,0.000058922058,0.00001677896,0.000027536224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996021,0.0000036252948,0.000112094545,0.00008043464,0.00008861111,0.00011315041],"domain_scores_gemma":[0.99981785,0.000026536161,0.000008764103,0.000094159004,0.000013974455,0.00003868897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021079422,0.00006938771,0.000062875144,0.000037004767,0.00002418734,0.000012287016,0.000047983285,0.00005121174,0.00018706413],"category_scores_gemma":[0.0000040727136,0.00007637583,0.000026879445,0.000056844063,0.000006236699,0.00014153257,0.000003394514,0.000044101656,0.00004162774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069335933,0.000043642274,0.00090501073,0.000012349814,0.000055558237,0.0000018074745,0.00058738125,0.38739535,0.30290088,0.02236607,0.0040360414,0.28168896],"study_design_scores_gemma":[0.00029468848,0.000006155609,0.03328607,0.000015252239,0.000012920169,4.8197194e-7,0.0000041672233,0.8940807,0.023443745,0.01100022,0.037691638,0.00016396877],"about_ca_topic_score_codex":0.00003458378,"about_ca_topic_score_gemma":0.00002373865,"teacher_disagreement_score":0.5066853,"about_ca_system_score_codex":0.00004443493,"about_ca_system_score_gemma":0.0000045007355,"threshold_uncertainty_score":0.31145158},"labels":[],"label_agreement":null},{"id":"W7065524697","doi":"","title":"EDF EN Canada and Enbridge Announce 300 Megawatt Blackspring Ridge Wind Project Commissioned in Alberta - Industrial Goods (INDUSGDS) News","year":2014,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ridge; Oak Ridge National Laboratory; Feature (linguistics); Work (physics)","score_opus":0.012467074911705065,"score_gpt":0.2129720942261178,"score_spread":0.20050501931441272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065524697","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009086325,0.00036230063,0.0006249202,0.00023239637,0.0021868285,0.0013549536,0.0002969985,0.00023082753,0.98562443],"genre_scores_gemma":[0.66089666,0.0019183621,0.0007053858,0.00046940852,0.003179545,0.000115987365,0.0011904989,0.0018612378,0.32966292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846715,0.000053458676,0.00042855824,0.0003501238,0.0002683261,0.00043235926],"domain_scores_gemma":[0.99925834,0.0002059136,0.00007025435,0.0003072852,0.0000119520655,0.00014623032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015582728,0.0004413738,0.00051165605,0.00027171933,0.000035926103,0.000060565413,0.00021375202,0.0005802912,0.00032128816],"category_scores_gemma":[0.00008695394,0.0004214659,0.000038779734,0.00022408128,0.000026605729,0.000086841086,0.000040304527,0.0005818393,0.000011371109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011484492,0.000026724972,0.0073841126,0.00016541476,0.00010705045,0.000011857704,0.0001839838,0.0007614839,0.00008039895,0.00019271535,0.9868878,0.0041869665],"study_design_scores_gemma":[0.0011193705,0.000029494382,0.0019595178,0.00043260393,0.000032359574,0.0000025220502,0.000024960978,0.00489352,0.00013061435,0.000006266995,0.99080735,0.0005614368],"about_ca_topic_score_codex":0.9014106,"about_ca_topic_score_gemma":0.9691085,"teacher_disagreement_score":0.6559615,"about_ca_system_score_codex":0.00023231133,"about_ca_system_score_gemma":0.00035143967,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W7065531145","doi":"","title":"Deutsche, englische und finnische Wortschatzerweiterungsstrategien am Beispiel von Anzeigen für Produkte der Schönheitspflege","year":2013,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Value (mathematics); Power (physics); Context (archaeology)","score_opus":0.012211872723318463,"score_gpt":0.21701086697916808,"score_spread":0.2047989942558496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065531145","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103730515,0.0086119305,0.02501201,0.00075016374,0.0020620467,0.0023267074,0.0007395055,0.0004982689,0.8562688],"genre_scores_gemma":[0.62219805,0.009579961,0.016251236,0.0001259744,0.0010564064,0.000011011784,0.0012165919,0.00095411576,0.34860668],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680644,0.00009420237,0.000513297,0.0009485872,0.00064645614,0.0009910251],"domain_scores_gemma":[0.99772537,0.00012490904,0.00042708023,0.0009704955,0.00031044838,0.00044170383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030195774,0.00091835216,0.0010173318,0.00070897804,0.00031188744,0.00014002397,0.0009777423,0.0012544796,0.008892982],"category_scores_gemma":[0.000043249758,0.0011543728,0.00044679546,0.0006971334,0.00031671728,0.0010200166,0.00019668211,0.0011198649,0.0017639004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084079383,0.0047543882,0.04761232,0.016425304,0.026865834,0.0013427914,0.04066551,0.020016354,0.034541324,0.17812832,0.41893312,0.20987393],"study_design_scores_gemma":[0.0018277914,0.00029325084,0.026022887,0.0012344791,0.00135751,0.000007677738,0.0008495794,0.007276974,0.0010104444,0.00017529634,0.95827734,0.0016667575],"about_ca_topic_score_codex":0.0014622738,"about_ca_topic_score_gemma":0.00049398106,"teacher_disagreement_score":0.5393442,"about_ca_system_score_codex":0.00016193197,"about_ca_system_score_gemma":0.00027463725,"threshold_uncertainty_score":0.9990906},"labels":[],"label_agreement":null},{"id":"W7065534461","doi":"","title":"Effective tax levels using the Devereux/Griffith methodology. Project for the EU Commission TAXUD/2013/CC/120: Intermediate report 2015","year":2015,"lang":"en","type":"book","venue":"Econstor (Econstor)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tax credit; Investment (military); Value-added tax; Tax reform; Shareholder; Work (physics); Ad valorem tax; Section (typography)","score_opus":0.06862180739049836,"score_gpt":0.3142102733840228,"score_spread":0.24558846599352444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065534461","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054448564,0.043093327,0.42069423,0.0018887102,0.06889221,0.03350814,0.010489918,0.0022008186,0.36478406],"genre_scores_gemma":[0.35721195,0.008412996,0.08536665,0.0029158404,0.02824985,0.011930424,0.0063585923,0.004965909,0.4945878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966284,0.00031191894,0.0011645547,0.0007192392,0.0004156553,0.0007602563],"domain_scores_gemma":[0.99350727,0.004117658,0.0006488314,0.0010862559,0.00042570682,0.00021429494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003114605,0.00091231713,0.001129116,0.00035292585,0.00046568795,0.00013995609,0.00078876,0.0008533164,0.00011705946],"category_scores_gemma":[0.0009387395,0.00062508107,0.00048542392,0.0001713378,0.0005723785,0.0003270258,0.00013501839,0.0012780109,0.000072942865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015190103,0.00014220076,0.0024770978,0.0006304386,0.002048814,0.00009707328,0.0021771432,0.0035628267,0.0002551846,0.0013892628,0.9795205,0.007547567],"study_design_scores_gemma":[0.0023700604,0.00021162168,0.0030535962,0.00073950563,0.0009091834,0.00060540927,0.00016865137,0.015493545,0.00050339056,0.0017588105,0.9729568,0.0012294404],"about_ca_topic_score_codex":0.00014585593,"about_ca_topic_score_gemma":0.00033694285,"teacher_disagreement_score":0.3353276,"about_ca_system_score_codex":0.0013214822,"about_ca_system_score_gemma":0.0015390929,"threshold_uncertainty_score":0.9996201},"labels":[],"label_agreement":null},{"id":"W7065538569","doi":"","title":"Economic policy uncertainty and return on financial assets: the G7 case","year":2017,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Bond; Stock market; Index (typography); Sample (material); Financial market; Rate of return","score_opus":0.006502162309556634,"score_gpt":0.24906920134296254,"score_spread":0.2425670390334059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065538569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9025408,0.0012852665,0.000038703838,0.0003098763,0.0024499965,0.00059471064,0.0002391071,0.00014276573,0.09239876],"genre_scores_gemma":[0.99553144,0.0013897072,0.000018070641,0.00008180369,0.00074846233,0.000057330937,0.0005000356,0.00008416277,0.0015889619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861014,0.000027461869,0.00041757693,0.0003696298,0.00016735628,0.00040781358],"domain_scores_gemma":[0.9988061,0.00013683189,0.0001740167,0.0006370533,0.00004986897,0.00019610157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021672779,0.0004001481,0.00036269752,0.00016999815,0.00046822598,0.00038682882,0.00022716272,0.0004282517,0.00002642975],"category_scores_gemma":[0.0003294669,0.00033165177,0.00013827028,0.00005542891,0.000040860672,0.00017142131,0.000011816186,0.00053680665,0.00003885135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015742494,0.00058194273,0.007434429,0.005842697,0.0033780867,0.010411945,0.03743915,0.11209231,0.008735142,0.087925054,0.15931256,0.56527245],"study_design_scores_gemma":[0.0059167556,0.0013388045,0.14298655,0.0055085975,0.0020749597,0.0057142633,0.0013050538,0.083110645,0.023484424,0.013277026,0.7075355,0.007747399],"about_ca_topic_score_codex":0.0014106618,"about_ca_topic_score_gemma":0.002872296,"teacher_disagreement_score":0.55752504,"about_ca_system_score_codex":0.00037411833,"about_ca_system_score_gemma":0.00040866638,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W7065556377","doi":"","title":"Effect of Acoustic Treatment and Table Dividers on Diners’ Experience in a Montréal Restaurant","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Soundscape; Active listening; Table (database); Ceiling (cloud); Audio feedback; Noise (video)","score_opus":0.009754859208678687,"score_gpt":0.22231141243215688,"score_spread":0.2125565532234782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065556377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828243,0.00018917857,0.00034080085,0.00003482687,0.00019312999,0.00019780081,0.000104392166,0.00004330555,0.0006141527],"genre_scores_gemma":[0.9990666,0.00078879256,0.000014234486,0.000014642507,0.000015104828,0.000030381583,0.000020674519,0.000019085839,0.000030471856],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942017,0.000009860507,0.00012851604,0.00010394328,0.000066022905,0.00027150198],"domain_scores_gemma":[0.99951667,0.00019717682,0.000009134305,0.000105370964,0.000009607734,0.0001620685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006326533,0.00011507353,0.00014278138,0.00022607521,0.00003041744,0.0000134909415,0.00004235543,0.000052993288,0.000005325391],"category_scores_gemma":[0.00007634626,0.000106238134,0.000015906617,0.00027531176,0.000028175215,0.000041081777,0.000003004383,0.000053792068,0.0000065149225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022171773,0.000012640749,0.006346244,0.00016715759,0.000027284615,0.00013535145,0.002263257,0.945376,0.029643675,0.0001087011,0.0012541583,0.014643397],"study_design_scores_gemma":[0.0014895848,0.0009120487,0.13626517,0.00022473384,0.000070018075,0.00000439448,0.00047831217,0.85433805,0.004195852,0.000045602774,0.0016123727,0.00036383452],"about_ca_topic_score_codex":0.026407842,"about_ca_topic_score_gemma":0.02624597,"teacher_disagreement_score":0.12991892,"about_ca_system_score_codex":0.00021280168,"about_ca_system_score_gemma":0.00004068966,"threshold_uncertainty_score":0.9915225},"labels":[],"label_agreement":null},{"id":"W7065564774","doi":"","title":"Élaboration et évaluation d’une stratégie d’application des connaissances pour les professionnels de la santé sur la détermination des objectifs de soins avec les personnes malades","year":2020,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical care; Vulnerability (computing); Social impact","score_opus":0.013889019484519944,"score_gpt":0.24191634206063367,"score_spread":0.22802732257611372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065564774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7562586,0.0034238661,0.14039378,0.001400654,0.00026204358,0.0010016996,0.00031907423,0.0005437124,0.09639656],"genre_scores_gemma":[0.9656994,0.016367871,0.0058376896,0.000030647185,0.0003152633,0.000015223788,0.0004398395,0.00022952985,0.011064587],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969615,0.00092284125,0.00037806318,0.00068671844,0.00045204296,0.0005988794],"domain_scores_gemma":[0.99772555,0.00095216493,0.0003926868,0.00029420867,0.00035837042,0.000277039],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006529541,0.00070594094,0.0005486842,0.00054175063,0.00090634596,0.00020617971,0.00047841168,0.0009678071,0.00037430343],"category_scores_gemma":[0.00021370267,0.0008677971,0.000248076,0.00088662974,0.00054991484,0.00105751,0.00009185766,0.0007327942,0.0000303539],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033088567,0.0005136562,0.08725427,0.0020529802,0.00066270895,0.00026471334,0.20631427,0.019770678,0.25904486,0.056426167,0.0014165051,0.3659483],"study_design_scores_gemma":[0.0036071579,0.0004763066,0.7352183,0.0028735606,0.0017625922,0.00013895,0.03664307,0.09625468,0.06135513,0.005676969,0.053861603,0.0021317024],"about_ca_topic_score_codex":0.011489583,"about_ca_topic_score_gemma":0.02397368,"teacher_disagreement_score":0.647964,"about_ca_system_score_codex":0.0017595537,"about_ca_system_score_gemma":0.0011556395,"threshold_uncertainty_score":0.99937725},"labels":[],"label_agreement":null},{"id":"W7065572016","doi":"","title":"Ecuador signs mining investment commitments in Canada for USD 4.8 billion\\n – 2024-03-20 07:39:28","year":2024,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Government (linguistics); Foreign direct investment; Work (physics)","score_opus":0.015918434252410796,"score_gpt":0.22093999541548626,"score_spread":0.20502156116307546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065572016","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048367647,0.0030689733,0.0016856946,0.00013057013,0.0045362143,0.0013054536,0.0011687062,0.00025977916,0.98736095],"genre_scores_gemma":[0.079743,0.0016032797,0.0059549194,0.0015323483,0.00072713953,0.00045575513,0.0014802064,0.002264269,0.9062391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988518,0.000007824514,0.00032451903,0.00026593823,0.00019583335,0.00035413133],"domain_scores_gemma":[0.9995813,0.00006678651,0.000030596006,0.00020169614,0.000012364154,0.00010728791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005868318,0.00032824534,0.00031096922,0.00029310308,0.000015229453,0.000038728856,0.00013674212,0.00017036284,0.0014567227],"category_scores_gemma":[0.0000089269615,0.000309325,0.000063681546,0.00017339287,0.000010371291,0.000036858764,0.000017075592,0.00015888023,0.00014874921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017022387,0.000016316484,0.00014157117,0.0004450978,0.00015804832,0.000019219677,0.00007866173,0.0019461111,0.000032579064,0.00026728067,0.9961246,0.0007687649],"study_design_scores_gemma":[0.0004390109,0.000043324802,0.000081088525,0.0006365257,0.000069167705,7.9423296e-7,0.00013198028,0.016700123,0.0002641516,0.00025456533,0.98089427,0.0004849925],"about_ca_topic_score_codex":0.2852817,"about_ca_topic_score_gemma":0.8579783,"teacher_disagreement_score":0.5726966,"about_ca_system_score_codex":0.00068486296,"about_ca_system_score_gemma":0.00024104545,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W7065686835","doi":"","title":"Determinants of Drop-Out from a Healthy Lifestyle Intervention: Experience from the Centre Pediatrique d'Intervention en Prevention et en Readaptation Cardiovasculaires ( Circuit) Program","year":2018,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attrition; Logistic regression; Circuit training; Attendance; Socioeconomic status; Anthropometry","score_opus":0.03419824858404658,"score_gpt":0.3320009518828371,"score_spread":0.29780270329879055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065686835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40831453,0.018131152,0.25168556,0.014211812,0.100978345,0.044844463,0.058898896,0.0020444733,0.10089077],"genre_scores_gemma":[0.9530791,0.00078907196,0.0024219616,0.000027498441,0.0018960718,0.0011791248,0.010702793,0.0003076148,0.029596746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955975,0.0004333979,0.0007021172,0.0006445871,0.0021458452,0.000476555],"domain_scores_gemma":[0.997755,0.000583264,0.00025258338,0.0004932666,0.0007605542,0.00015535366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020633824,0.00030539936,0.00037993194,0.00032975973,0.00031420877,0.0002668267,0.0006480726,0.00024233165,0.00022761841],"category_scores_gemma":[0.0008523574,0.00028116815,0.00028754032,0.0004584864,0.0003027293,0.0003728881,0.00007854337,0.0003329478,0.000013846093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019421992,0.0007308039,0.0031125173,0.001553632,0.0011211634,0.000021145417,0.0052756364,0.004673178,0.00029393498,0.004650381,0.9158253,0.06254811],"study_design_scores_gemma":[0.0009185907,0.00012096438,0.007518404,0.001348019,0.000060913168,0.0000011374169,0.0005408677,0.01458639,0.0006110624,0.0007742834,0.97318494,0.0003343963],"about_ca_topic_score_codex":0.4115053,"about_ca_topic_score_gemma":0.9914643,"teacher_disagreement_score":0.579959,"about_ca_system_score_codex":0.0009782355,"about_ca_system_score_gemma":0.0021289543,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W7065688054","doi":"","title":"Eramosa River Summer Wildflower Postcard, Guelph Canada","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wildflower; Guitar; Overwintering; Air temperature","score_opus":0.007301814701441795,"score_gpt":0.20087977552308542,"score_spread":0.19357796082164364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065688054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013559447,0.0005826085,0.019485407,0.00005124121,0.0046357047,0.0006745161,0.0024753856,0.0005693711,0.97016984],"genre_scores_gemma":[0.09239352,0.0006177912,0.0016327908,0.0004457531,0.001410797,0.0000784862,0.0024308828,0.0012747401,0.89971524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968602,0.000093472234,0.0006881656,0.0008195787,0.00058143056,0.0009571227],"domain_scores_gemma":[0.99843824,0.00020940181,0.00016250741,0.0007296481,0.00004658027,0.00041360882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008832655,0.0009956723,0.00077243015,0.00050267053,0.000029445257,0.00011314197,0.0010052302,0.00025859228,0.013819563],"category_scores_gemma":[0.000038974296,0.0009978358,0.00033049966,0.00012203996,0.00036498156,0.00010794414,0.00023066351,0.00071394123,0.0026490355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047188467,0.000046169716,0.00077113265,0.00016497764,0.00076520187,0.00011609991,0.00072208594,0.00008568279,0.0001382339,0.00063449075,0.99606377,0.00044494466],"study_design_scores_gemma":[0.0006160557,0.00014047616,0.0018519007,0.0010666001,0.00012166484,0.000027705373,0.000014745307,0.009691349,0.00043430546,0.00029530935,0.98466724,0.0010726184],"about_ca_topic_score_codex":0.65075976,"about_ca_topic_score_gemma":0.8806039,"teacher_disagreement_score":0.22984415,"about_ca_system_score_codex":0.00014236402,"about_ca_system_score_gemma":0.00018812595,"threshold_uncertainty_score":0.9992472},"labels":[],"label_agreement":null},{"id":"W7065715493","doi":"","title":"Estudio comparativo de los efectos madurativos de estimular en decúbito prono una muestra de bebés normales","year":2010,"lang":"es","type":"dissertation","venue":"Acceda (Universidad de Las Palmas de Gran Canaria)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Hay; Climax","score_opus":0.009325186333551566,"score_gpt":0.27521282815806103,"score_spread":0.26588764182450947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065715493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93459785,0.00068283087,0.055485725,0.00033159167,0.00051087386,0.0013790831,0.00031734403,0.00033218352,0.006362515],"genre_scores_gemma":[0.9868877,0.0008789068,0.009552101,0.00016299331,0.00044014162,0.00012664609,0.0013618642,0.00025816023,0.00033146667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956377,0.00030642096,0.0007188213,0.0008446083,0.0005697395,0.0019226754],"domain_scores_gemma":[0.99695194,0.00077497656,0.00034195834,0.0007194081,0.00029207667,0.00091962406],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005813739,0.0011485297,0.0010350853,0.0007955433,0.0007077857,0.00037615746,0.0010573958,0.0016577938,0.00021001765],"category_scores_gemma":[0.00024642117,0.0015003993,0.00045942012,0.00077669,0.000178343,0.0008275854,0.000058106732,0.0021089925,0.000059320286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010687452,0.0008699501,0.41768613,0.004588851,0.0035962686,0.0025524455,0.039263483,0.30588174,0.18123181,0.030119864,0.0047419956,0.008398728],"study_design_scores_gemma":[0.0041407314,0.00051109446,0.7046207,0.0018181248,0.002079164,0.00026934023,0.003330264,0.23612508,0.034436155,0.002034861,0.007876686,0.0027577924],"about_ca_topic_score_codex":0.011436929,"about_ca_topic_score_gemma":0.024118675,"teacher_disagreement_score":0.28693458,"about_ca_system_score_codex":0.0022085872,"about_ca_system_score_gemma":0.0021278234,"threshold_uncertainty_score":0.99963826},"labels":[],"label_agreement":null},{"id":"W7065720705","doi":"","title":"Ep. 434- Creating The Canadian Pinball Hall of Fame","year":2020,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tournament; Government (linguistics)","score_opus":0.009953913644676007,"score_gpt":0.20464292307498683,"score_spread":0.1946890094303108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065720705","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022469622,0.00063586986,0.016252168,0.00016613625,0.0008721683,0.00062666903,0.0014809814,0.000272846,0.97946846],"genre_scores_gemma":[0.51032716,0.0006803689,0.0021797766,0.00044577182,0.00082732347,0.000088994486,0.0012797064,0.0010017104,0.48316917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997866,0.000093620714,0.00062132266,0.00046683234,0.0003358878,0.0006163774],"domain_scores_gemma":[0.9986517,0.0003083236,0.00017987026,0.0004585489,0.000023387378,0.00037818297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010043502,0.0005930334,0.00059417007,0.00046531987,0.000034361194,0.000110449066,0.0010328216,0.00018426024,0.0035419906],"category_scores_gemma":[0.00007509636,0.0005043024,0.00031838333,0.0001225564,0.00027072505,0.000055735727,0.00013729726,0.0008530405,0.000607531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020379539,0.000022253467,0.00049419585,0.00027596796,0.00054706034,0.000043850487,0.0038476617,0.0003604052,0.00026003385,0.0063699186,0.98715955,0.0005987476],"study_design_scores_gemma":[0.00035433125,0.00013892168,0.0015035347,0.001299762,0.000104658946,0.000013861998,0.000035684072,0.04130831,0.00049792643,0.0009946453,0.9532059,0.0005424736],"about_ca_topic_score_codex":0.48907608,"about_ca_topic_score_gemma":0.8247321,"teacher_disagreement_score":0.5101025,"about_ca_system_score_codex":0.00008902045,"about_ca_system_score_gemma":0.00012930181,"threshold_uncertainty_score":0.99974084},"labels":[],"label_agreement":null},{"id":"W7065742261","doi":"","title":"Educating on Urban Soundscapes: Towards an Immersive Approach to Raise Awareness of Societal Issues","year":2024,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social issues; Ethical issues; Perspective (graphical); Work (physics); Field (mathematics)","score_opus":0.0166729197076398,"score_gpt":0.26136043632391454,"score_spread":0.24468751661627475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065742261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8431918,0.0024788585,0.08761622,0.00042939055,0.004008548,0.0006447787,0.0011833138,0.00025457676,0.060192507],"genre_scores_gemma":[0.9981987,0.000057563473,0.0010517661,0.00012634697,0.00029504191,0.000015385522,0.00012511827,0.000050670373,0.00007940743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991934,0.000007452889,0.00017337388,0.00018147325,0.00013373132,0.0003106212],"domain_scores_gemma":[0.99935484,0.00003756216,0.000009302814,0.00016889854,0.000060506078,0.00036889123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007859204,0.00015178527,0.00014670177,0.00021532431,0.00006351461,0.00007563919,0.00014185537,0.00009173717,0.000026663802],"category_scores_gemma":[0.000038814196,0.00016658114,0.000052178686,0.00027049717,0.000024382263,0.00010542923,0.0000048634097,0.00014051264,0.000022001968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009299311,0.00016716574,0.0005739581,0.0019274615,0.00038536498,0.000035794856,0.060691964,0.71491957,0.038972616,0.023889769,0.12970118,0.028725876],"study_design_scores_gemma":[0.00029355686,0.0002975875,0.017332166,0.0005481891,0.00022641361,0.000012981935,0.009495641,0.9260445,0.0042246594,0.00072150887,0.039668128,0.0011346154],"about_ca_topic_score_codex":0.005201151,"about_ca_topic_score_gemma":0.00068535405,"teacher_disagreement_score":0.21112502,"about_ca_system_score_codex":0.0002464561,"about_ca_system_score_gemma":0.00042783553,"threshold_uncertainty_score":0.786262},"labels":[],"label_agreement":null},{"id":"W7065748531","doi":"","title":"Elucidating Climate Dynamics from Holocene Reconstructions in Alaska, Greenland, and the North Atlantic","year":2025,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Paleoclimatology; Arctic; Holocene; Abrupt climate change; Precipitation; Arctic dipole anomaly; Arctic ecology; Global warming; Climate pattern","score_opus":0.003538597914952542,"score_gpt":0.1436162592303623,"score_spread":0.14007766131540977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065748531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715826,0.00010555537,0.009240577,0.00054602965,0.0002992139,0.00027823928,0.000328884,0.00024756172,0.01737134],"genre_scores_gemma":[0.9959788,0.0023670767,0.00096142944,0.000043850498,0.00002092923,2.3668969e-7,0.00020570711,0.000017110668,0.00040486356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989719,0.00008849906,0.00019466795,0.000302177,0.00010323313,0.00033952607],"domain_scores_gemma":[0.99907494,0.0004518594,0.00005812286,0.0002857329,0.000042960583,0.00008636721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081405655,0.00023025314,0.00029982597,0.00064093096,0.0004323088,0.00010163121,0.00035279544,0.0001440332,0.000030446105],"category_scores_gemma":[0.00003406687,0.00023796798,0.00008401651,0.0011142526,0.00037457587,0.0011824874,0.00018532583,0.00036487752,0.000009101477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005558422,0.00006579972,0.78053933,0.00011332622,0.00036944594,0.00023888925,0.0018335694,0.0058111777,0.0000150733495,0.20591626,0.0003478869,0.0041933954],"study_design_scores_gemma":[0.016369117,0.00006998434,0.69022614,0.00061389286,0.0009519665,0.000018184008,0.013602608,0.22993624,0.00021022689,0.004062322,0.042437267,0.001502034],"about_ca_topic_score_codex":0.0008250245,"about_ca_topic_score_gemma":0.0034797995,"teacher_disagreement_score":0.22412507,"about_ca_system_score_codex":0.00019659787,"about_ca_system_score_gemma":0.00007091603,"threshold_uncertainty_score":0.9704052},"labels":[],"label_agreement":null},{"id":"W7065751405","doi":"","title":"Fuller Warren Bridge across the St. John's River, Jacksonville, Florida","year":2018,"lang":"en","type":"other","venue":"University of North Florida Digital Commons (University of North Florida)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Tower; Truss bridge; Section (typography); George (robot)","score_opus":0.010017775543014723,"score_gpt":0.17892967971717294,"score_spread":0.16891190417415822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065751405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69170046,0.00053563574,0.012491368,0.00022380293,0.003768491,0.0013859203,0.018549662,0.0009689091,0.27037576],"genre_scores_gemma":[0.9526074,0.0023191916,0.00035767816,0.000019564895,0.00062928296,4.4497966e-7,0.0027044476,0.00041274296,0.04094928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997261,0.000048787013,0.0003647082,0.0006699204,0.000836041,0.0008195753],"domain_scores_gemma":[0.9975217,0.00018381412,0.0004050279,0.0012065578,0.00032124683,0.00036166335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012251876,0.0007731755,0.0010249472,0.000548572,0.0005602897,0.00006595537,0.0019519787,0.00040747877,0.00080946117],"category_scores_gemma":[0.000026796139,0.00092644716,0.00063877384,0.0010442612,0.0013547583,0.0008175255,0.0005411006,0.0006344708,0.00043722035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035493248,0.00020916722,0.19840303,0.0006358722,0.0019952583,0.00023401318,0.0031823716,0.002541604,0.0000015604242,0.00016177238,0.7680397,0.024240738],"study_design_scores_gemma":[0.0012342469,0.00017053331,0.3007449,0.0002134721,0.00027079813,0.000007656751,0.00040708279,0.0011093126,0.000003535955,0.0000147389965,0.69500995,0.0008137623],"about_ca_topic_score_codex":0.0020056793,"about_ca_topic_score_gemma":0.041487902,"teacher_disagreement_score":0.2609069,"about_ca_system_score_codex":0.00021705114,"about_ca_system_score_gemma":0.00014061262,"threshold_uncertainty_score":0.9993186},"labels":[],"label_agreement":null},{"id":"W7065760562","doi":"","title":"Exploring the power of machine learning to drive energy efficiency in Halifax, West Yorkshire, England: A predictive energy efficiency model for sustainable and resilient buildings and households","year":2023,"lang":"en","type":"dissertation","venue":"eSource (Dublin Business School)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Energy (signal processing); Certificate; Energy accounting; Energy conservation; Energy engineering; Energy consumption; Energy management","score_opus":0.012958639346638802,"score_gpt":0.212825734098983,"score_spread":0.1998670947523442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065760562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427512,0.0019026501,0.053811144,0.000066346955,0.00031883692,0.00053109654,0.00006615365,0.00019089197,0.0003616695],"genre_scores_gemma":[0.99591124,0.0019574515,0.00013074111,0.000020723051,0.000082905324,0.00047944675,0.00038519825,0.00014755095,0.0008847641],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99786043,0.000041208532,0.00060609437,0.0005467626,0.0003476957,0.00059782574],"domain_scores_gemma":[0.99866885,0.0003720229,0.0001463738,0.00025599304,0.0003952522,0.00016150204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004856806,0.00045878778,0.00050891604,0.00078109367,0.0002499762,0.00017289596,0.00027595548,0.00022947376,0.0000032202652],"category_scores_gemma":[0.0007180597,0.00041346467,0.0000707873,0.0013605484,0.000046687914,0.00036808234,0.00006849879,0.00037554358,5.853711e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022968731,0.00006552875,0.0007194341,0.00052272296,0.00004558497,0.000006223104,0.011098956,0.9827413,0.0003789195,0.0019113316,0.000069531285,0.0022107786],"study_design_scores_gemma":[0.0014910236,0.00018994189,0.035469025,0.0008990875,0.00010291443,0.0000031833315,0.0052552433,0.95174927,0.00070823776,0.00028497996,0.0031937761,0.0006532963],"about_ca_topic_score_codex":0.0018393166,"about_ca_topic_score_gemma":0.00095531676,"teacher_disagreement_score":0.0536804,"about_ca_system_score_codex":0.00014571798,"about_ca_system_score_gemma":0.00010454929,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W7065783266","doi":"","title":"Émission spéciale du 1er mai d'En Profondeur sur CKUT","year":2017,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender relations; Context (archaeology); Indian ocean; Ethnography","score_opus":0.005686263839175538,"score_gpt":0.17823979110048438,"score_spread":0.17255352726130885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065783266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072951405,0.0007969703,0.00002677003,0.0006111384,0.0020389846,0.00084055116,0.00026376874,0.00017398794,0.99451834],"genre_scores_gemma":[0.010603088,0.0024569838,0.0013419675,0.000102540595,0.00071602786,0.000026061827,0.00033463212,0.00017695162,0.9842417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761593,0.00007400862,0.00093612575,0.00028462685,0.0005285302,0.00056079665],"domain_scores_gemma":[0.9980784,0.00023307108,0.00055020355,0.00060900865,0.00028531233,0.00024401846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003514606,0.0006225309,0.00064409315,0.00011714052,0.00020238664,0.0001611841,0.00055427005,0.0008572462,0.48931995],"category_scores_gemma":[0.00043270068,0.0006577375,0.0002838248,0.000008640267,0.00014533904,0.000001462785,0.000089973124,0.0005238571,0.023468567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064010805,0.00009002139,0.0000484351,0.0015628368,0.0001323329,0.000032445492,0.00047621413,0.0055928286,0.000008208487,0.0002472839,0.9722745,0.019470876],"study_design_scores_gemma":[0.0009984524,0.00015702787,0.00094812235,0.0012944551,0.00014595583,0.00006541542,0.000028918057,0.0015747715,0.00012297407,0.000037889164,0.993942,0.00068400946],"about_ca_topic_score_codex":0.0042572375,"about_ca_topic_score_gemma":0.0012010266,"teacher_disagreement_score":0.4658514,"about_ca_system_score_codex":0.00020581757,"about_ca_system_score_gemma":0.0000858781,"threshold_uncertainty_score":0.99958736},"labels":[],"label_agreement":null},{"id":"W7065789149","doi":"","title":"Expression des allÃ¨les spÃ©cifiques chez l'hybride clonal Phoxinus eos-neogaeus (Pisces : Cyprinidae)","year":2012,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.00394263312635149,"score_gpt":0.1418416801860263,"score_spread":0.13789904705967482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065789149","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066186935,0.010225591,0.0015662303,0.00094507687,0.001032115,0.00037995813,0.0010156168,0.000050339604,0.9185981],"genre_scores_gemma":[0.9169648,0.0065780096,0.006114346,0.00023611228,0.00048699675,0.000024159053,0.000076810466,0.00022548543,0.06929324],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968626,0.00008192726,0.00054840994,0.00038200145,0.0014262061,0.00069887354],"domain_scores_gemma":[0.99857974,0.00038835642,0.00021530093,0.000277913,0.0000013801604,0.00053728244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000214519,0.0005865046,0.00055579515,0.000062486535,0.00022318479,0.00005548376,0.00034160388,0.00014744709,0.0023004224],"category_scores_gemma":[0.000006746545,0.0005947663,0.0000845199,0.00007716684,0.00021493583,0.0005062618,0.00012903633,0.00036856398,7.089284e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082017767,0.00039704842,0.20796296,0.0077241594,0.0014251757,0.0004843762,0.0018820107,0.0026922778,0.21967755,0.2529702,0.016695295,0.2872688],"study_design_scores_gemma":[0.00046260876,0.00007092143,0.15919265,0.0017913482,0.00010754923,0.000014274817,0.00053795014,0.0016760654,0.3011142,0.0011945601,0.53302723,0.0008106428],"about_ca_topic_score_codex":0.01241756,"about_ca_topic_score_gemma":0.04816407,"teacher_disagreement_score":0.8507779,"about_ca_system_score_codex":0.000038476526,"about_ca_system_score_gemma":0.00088508934,"threshold_uncertainty_score":0.99965036},"labels":[],"label_agreement":null},{"id":"W7065825895","doi":"","title":"Ethics and Affects in the Fiction of Alice Munro","year":2018,"lang":"en","type":"book","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alice (programming language); Affect (linguistics); Embodied cognition; Normative; SAINT; Icon","score_opus":0.041540510219364245,"score_gpt":0.25178697063811495,"score_spread":0.2102464604187507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065825895","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3932895,0.0031719466,0.013852118,0.005569282,0.0005074508,0.0033559809,0.0027314173,0.00018402106,0.5773383],"genre_scores_gemma":[0.9556209,0.019339645,0.0013629366,0.000016306929,0.000069013055,1.84911e-8,0.0002823305,0.000036295292,0.02327257],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978699,0.00046057277,0.00017822653,0.00031195467,0.00083432236,0.00034498746],"domain_scores_gemma":[0.9970263,0.0015294196,0.0002332469,0.0005659786,0.0005432287,0.000101778816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017079314,0.00024418737,0.00056782726,0.0007774027,0.0004904138,0.00000845741,0.0013295971,0.00072283973,0.00018419743],"category_scores_gemma":[0.00007268654,0.00027915323,0.00023901087,0.0006301041,0.001941716,0.000263287,0.00034326632,0.0018574522,0.00000301573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005446743,0.00308466,0.0054882676,0.017481295,0.004420559,0.000612352,0.564625,0.025596736,0.006078725,0.042593528,0.29308042,0.03149169],"study_design_scores_gemma":[0.008188268,0.0026655672,0.038684834,0.005586983,0.0014339493,0.000024525909,0.23513174,0.03156227,0.00029637435,0.0015511612,0.6733958,0.0014784912],"about_ca_topic_score_codex":0.003483015,"about_ca_topic_score_gemma":0.008529664,"teacher_disagreement_score":0.5623314,"about_ca_system_score_codex":0.0001989675,"about_ca_system_score_gemma":0.0003514345,"threshold_uncertainty_score":0.9999661},"labels":[],"label_agreement":null},{"id":"W7065831886","doi":"","title":"Formation de la francophonie internationale et contribution du Québec à la fin des années 1960","year":2009,"lang":"fr","type":"article","venue":"Yokohama National University Repository (Yokohama National University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Globalization; Latin Americans","score_opus":0.005835776874122559,"score_gpt":0.18405487884924707,"score_spread":0.1782191019751245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065831886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44373536,0.001689067,0.13287023,0.0084897885,0.0012908119,0.00070964237,0.0011153641,0.00052346237,0.40957627],"genre_scores_gemma":[0.9898644,0.0012151785,0.002201086,0.00022923238,0.00038382056,9.746915e-7,0.0005660928,0.000030813568,0.005508377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696463,0.00057304016,0.00042726187,0.00047358958,0.0010854662,0.00047599635],"domain_scores_gemma":[0.99582404,0.0014958311,0.00026581282,0.0001514095,0.0019796698,0.00028324724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084458647,0.0004314015,0.00032210967,0.0010855292,0.0010422862,0.00023037661,0.00050092355,0.00057820976,0.00016648603],"category_scores_gemma":[0.00048518187,0.00062617374,0.00032186718,0.0010674285,0.0005275681,0.0029859333,0.00007300505,0.00063353434,0.000094915384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040208572,0.000940887,0.0075250613,0.00013705442,0.00042115257,0.0005205441,0.0031370732,0.07719278,0.008157745,0.8857175,0.012834966,0.0030131622],"study_design_scores_gemma":[0.004317004,0.00018282223,0.19122328,0.0004126427,0.0002032002,0.00045073306,0.0006557304,0.060526133,0.0037274843,0.011058785,0.7263306,0.0009116168],"about_ca_topic_score_codex":0.0024780734,"about_ca_topic_score_gemma":0.0009861148,"teacher_disagreement_score":0.8746587,"about_ca_system_score_codex":0.00764359,"about_ca_system_score_gemma":0.002931959,"threshold_uncertainty_score":0.99961895},"labels":[],"label_agreement":null},{"id":"W7065844070","doi":"","title":"Farmácia Liga das Associações de Socorro Mútuo, Vila Nova de Gaia e Serviços Farmacêuticos do Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia","year":2022,"lang":"pt","type":"dissertation","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Context (archaeology); Nova scotia; White (mutation)","score_opus":0.010574772053190348,"score_gpt":0.23259646590856958,"score_spread":0.22202169385537923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065844070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644196,0.00057095825,0.005136684,0.00051489717,0.0019007165,0.0020227355,0.0010301837,0.00012619275,0.024278002],"genre_scores_gemma":[0.9886902,0.0008443595,0.0028165139,0.00009183174,0.00008375465,9.651212e-7,0.00090632995,0.00014275192,0.0064233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99477834,0.00045995862,0.0009995697,0.0010761725,0.001337963,0.0013480124],"domain_scores_gemma":[0.9946864,0.00025298,0.0023569474,0.001316527,0.00079017325,0.0005969667],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014624767,0.0009780186,0.0016517226,0.0006736184,0.0015372044,0.00012749346,0.0041742744,0.001086958,0.002385677],"category_scores_gemma":[0.0000908005,0.0013880533,0.0013149705,0.00097523065,0.00048643892,0.0010268459,0.0010275175,0.0015127489,0.000022630937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044631166,0.00545594,0.42227328,0.007525793,0.011499378,0.004971799,0.15138339,0.04615871,0.30707034,0.0034894533,0.030791534,0.0049172635],"study_design_scores_gemma":[0.0066638007,0.00082353456,0.82881486,0.002459382,0.0077319676,0.00022426186,0.09093251,0.015052511,0.029619515,0.00027849214,0.014420875,0.0029782902],"about_ca_topic_score_codex":0.031394295,"about_ca_topic_score_gemma":0.0030186074,"teacher_disagreement_score":0.4065416,"about_ca_system_score_codex":0.0025628998,"about_ca_system_score_gemma":0.002237285,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W7065905613","doi":"","title":"The Eglise Du Temple Of Paris And The English “Round Churches Movement”: New &#13;\\narchaeological updates and missing data for a phenomenology of architectural &#13;\\nreproduction “ad instar Sancti Sepulcri”","year":2022,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nave; Excavation; Temple; Architecture; Megalith; Monasticism; Quarter (Canadian coin)","score_opus":0.04347644161045664,"score_gpt":0.26966349220056224,"score_spread":0.2261870505901056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065905613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872706,0.0064060595,0.0012820819,0.0033050147,0.00014749581,0.0009940065,0.00045799627,0.00002959634,0.00010714459],"genre_scores_gemma":[0.99617153,0.0026279297,0.00078298675,0.0000075280495,0.00006916157,0.0000054249053,0.0002694332,0.000014013362,0.00005200279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983461,0.00023703587,0.00026758303,0.00043063058,0.0003633484,0.00035528626],"domain_scores_gemma":[0.9980851,0.00080417894,0.00010220555,0.00068856095,0.00024522934,0.000074714204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022142695,0.00013384482,0.0002908539,0.00019795269,0.00071293575,0.000022744098,0.0006440453,0.000041687472,0.000020574587],"category_scores_gemma":[0.0008665323,0.00010628319,0.000044438937,0.00037075434,0.0015505656,0.00026054934,0.0008098744,0.00037416135,1.9947976e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012141773,0.0013247482,0.042475045,0.0035079892,0.0031487565,0.000029781482,0.277923,0.023368977,0.072342545,0.0101245735,0.035037998,0.51857483],"study_design_scores_gemma":[0.021829246,0.0046576154,0.2103033,0.00027562497,0.000609325,0.00010177711,0.100699544,0.04997976,0.026120007,0.07995966,0.5037999,0.0016642304],"about_ca_topic_score_codex":0.0025402613,"about_ca_topic_score_gemma":0.000398808,"teacher_disagreement_score":0.5169106,"about_ca_system_score_codex":0.00006457941,"about_ca_system_score_gemma":0.000101617654,"threshold_uncertainty_score":0.5713123},"labels":[],"label_agreement":null},{"id":"W7065939088","doi":"","title":"Global wheat production declines","year":2003,"lang":"en","type":"other","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); European commission; Subsidy; Tonne; European union; Common wheat; Commission; Winter wheat","score_opus":0.03800946388205936,"score_gpt":0.3268527445760586,"score_spread":0.2888432806939992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065939088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117588624,0.013437059,0.00091557903,0.0042140395,0.014694974,0.011612652,0.0037968592,0.0012506639,0.83248955],"genre_scores_gemma":[0.3296819,0.0047080466,0.0027835912,0.00001838067,0.004330009,0.0015542884,0.0031785618,0.00046112537,0.6532841],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937307,0.00048756416,0.00084132823,0.0009807238,0.0027515134,0.0012081488],"domain_scores_gemma":[0.99189055,0.0009050579,0.0002473835,0.00035740988,0.0061990693,0.00040055581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012860211,0.00065925746,0.00068281917,0.0006775198,0.0004658882,0.00031501058,0.0010002655,0.00059489714,0.00010161742],"category_scores_gemma":[0.0031346416,0.000434744,0.00038663222,0.0016058062,0.0007815001,0.0005168969,0.0001524964,0.0010348776,0.000092643764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009864143,0.00024145345,0.0002796304,0.0005147085,0.0007899436,0.000008593764,0.00042167475,0.00035677478,0.03337712,0.005244329,0.9577017,0.000965454],"study_design_scores_gemma":[0.0019023572,0.0008483375,0.07691988,0.002362332,0.00011184582,0.0001034741,0.0037933842,0.000110300214,0.022393148,0.00087796117,0.8892065,0.0013704562],"about_ca_topic_score_codex":0.00061843486,"about_ca_topic_score_gemma":0.0011336447,"teacher_disagreement_score":0.21209328,"about_ca_system_score_codex":0.0013160497,"about_ca_system_score_gemma":0.00012144732,"threshold_uncertainty_score":0.99981046},"labels":[],"label_agreement":null},{"id":"W7065959487","doi":"","title":"First reported case of multidrug-resistant Candida auris in Canada","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Candida auris; Fungal pathogen; Pathogen; Public health; Opportunistic pathogen","score_opus":0.010671210057834325,"score_gpt":0.1931264500583687,"score_spread":0.18245524000053437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065959487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969346,0.00009352174,0.00009273415,0.000066772474,0.0007807002,0.00018307877,0.0000948975,0.000015035073,0.0017386639],"genre_scores_gemma":[0.9997705,0.00008398297,0.00004275465,0.0000052017076,0.00003657672,0.000027622827,0.000011516373,0.000012300661,0.000009536439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900526,0.000003984442,0.0002553402,0.000092599235,0.00009489126,0.0005479133],"domain_scores_gemma":[0.9994945,0.00002579289,0.000055266064,0.00024681215,0.000013778995,0.00016388322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008759822,0.000085619475,0.00012810343,0.00003255983,0.00006397876,0.00002045864,0.00009188248,0.000029667408,0.000012324161],"category_scores_gemma":[0.00010906055,0.00008932405,0.000023857743,0.00003614209,0.00001736414,0.00010177968,0.000007973184,0.00007600437,2.7918807e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003294174,0.00004786121,0.94381624,0.00021028603,0.00010124762,0.0042798743,0.00069310324,0.039266087,0.0002333445,0.0001421816,0.0011529482,0.010023905],"study_design_scores_gemma":[0.00043682006,0.0000026685661,0.9622727,0.000023643366,0.000012621031,0.000028788789,0.000028849037,0.03316338,0.0022974126,0.00001347589,0.001612507,0.00010714364],"about_ca_topic_score_codex":0.93312955,"about_ca_topic_score_gemma":0.9928077,"teacher_disagreement_score":0.059678108,"about_ca_system_score_codex":0.0005483838,"about_ca_system_score_gemma":0.00018833726,"threshold_uncertainty_score":0.3642529},"labels":[],"label_agreement":null},{"id":"W7065979404","doi":"","title":"Évaluation de la qualité de la démarche diagnostique devant un syndrome confusionnel au service des urgences du CHU de Clermont-Ferrand","year":2008,"lang":"fr","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospital admission; Primary care; Lung disease","score_opus":0.029218181718762653,"score_gpt":0.2756071641344339,"score_spread":0.24638898241567128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065979404","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19203275,0.00035141082,0.66824275,0.0005936498,0.00058596104,0.0045964145,0.00023712906,0.0004739591,0.13288599],"genre_scores_gemma":[0.8496096,0.014383565,0.12810071,0.0012242468,0.00020348573,0.0033199054,0.00093969,0.00027388113,0.0019449327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467254,0.0014761124,0.0013535363,0.000520792,0.00079840573,0.0011786144],"domain_scores_gemma":[0.9961745,0.0016090993,0.00048102866,0.0006263986,0.0005340716,0.00057487166],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011313007,0.0007979237,0.0006685903,0.00092651835,0.000861393,0.0009653121,0.0009426393,0.0014862166,0.0014116266],"category_scores_gemma":[0.002635431,0.00086891215,0.00025007286,0.0011409952,0.0007297662,0.00255133,0.00015817527,0.0011644857,0.00023860997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021791646,0.0011233606,0.032772005,0.010511706,0.0007717107,0.00067242933,0.1375919,0.22551465,0.031141726,0.09562168,0.020776775,0.44328412],"study_design_scores_gemma":[0.0021064444,0.0001259156,0.24230804,0.007912371,0.00031015812,0.0022185761,0.0006472545,0.12707672,0.046708483,0.009929718,0.5584049,0.0022514123],"about_ca_topic_score_codex":0.005624749,"about_ca_topic_score_gemma":0.001880625,"teacher_disagreement_score":0.6575768,"about_ca_system_score_codex":0.0025273692,"about_ca_system_score_gemma":0.003829836,"threshold_uncertainty_score":0.99981004},"labels":[],"label_agreement":null},{"id":"W7066081317","doi":"","title":"Fuel Fix » Clean energy jobs show small bounce in second quarter","year":2013,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clean energy; Quarter (Canadian coin); Energy (signal processing); Renewable energy; Energy source","score_opus":0.00703708765661666,"score_gpt":0.17644585419289335,"score_spread":0.1694087665362767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066081317","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026680762,0.0007828612,0.010535929,0.000023377588,0.000616946,0.00012059715,0.0000414141,0.0002494853,0.98736256],"genre_scores_gemma":[0.12584388,0.001596502,0.00084446475,0.00033381375,0.000414521,0.0000774479,0.00022557084,0.00069422054,0.86996955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993024,0.000006765117,0.00018749264,0.00017342964,0.000081305334,0.00024864273],"domain_scores_gemma":[0.99968624,0.000022997076,0.000020050524,0.0002018019,0.000009095423,0.00005981198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028139622,0.00022751279,0.00020735482,0.00019581387,0.000006498962,0.000045533394,0.00012093019,0.0002743931,0.011424755],"category_scores_gemma":[0.0000023881857,0.0002201798,0.000048344707,0.00007428299,0.000013061857,0.000055789453,0.000006770269,0.0001409607,0.00031004936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.327049e-7,0.000023708066,0.00020406865,0.00019367429,0.000051929754,0.0000070080478,0.000112430214,0.0001992311,0.00006407809,0.0048613907,0.98432034,0.009961199],"study_design_scores_gemma":[0.0002506067,0.000018531959,0.0017773483,0.000111938694,0.000007349818,0.0000010996409,0.000018456856,0.0049206205,0.0001576523,0.00021801541,0.99217266,0.00034574998],"about_ca_topic_score_codex":0.0007597366,"about_ca_topic_score_gemma":0.02143148,"teacher_disagreement_score":0.12557708,"about_ca_system_score_codex":0.00003980607,"about_ca_system_score_gemma":0.00001078064,"threshold_uncertainty_score":0.99642485},"labels":[],"label_agreement":null},{"id":"W7066106113","doi":"","title":"Évaluation de l'efficacité d'un traitement antibiotique intra-mammaire pré-vêlage de chlorhydrate de pirlimycine chez les taures laitières primipares","year":2017,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal; Pfizer","keywords":"Antibacterial agent; Chemotherapy; Antibiotics","score_opus":0.007428316500786863,"score_gpt":0.17561427674466273,"score_spread":0.16818596024387586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066106113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84404397,0.017791843,0.047537234,0.0007911209,0.0009887805,0.0009668574,0.00025693915,0.00031855822,0.08730469],"genre_scores_gemma":[0.95043975,0.006540587,0.006892419,0.00009872587,0.0007175758,0.000039309267,0.00030516615,0.00018236488,0.034784105],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99712366,0.00022090689,0.0005108533,0.00064316276,0.0005653529,0.00093604263],"domain_scores_gemma":[0.99828255,0.00016464425,0.00038554694,0.0005262747,0.00016404156,0.00047695043],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005603467,0.00073355046,0.0005828808,0.00040456402,0.0035161446,0.00018660697,0.0005869256,0.00087928976,0.00039682156],"category_scores_gemma":[0.00016127907,0.0008744888,0.0003355245,0.00016769778,0.00041122272,0.00039474946,0.0001067883,0.00064452604,0.000040166782],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073708134,0.0011131486,0.09448119,0.002047446,0.0028200839,0.0049362495,0.073298745,0.36453775,0.23832737,0.04940716,0.0038546452,0.16443913],"study_design_scores_gemma":[0.0028454713,0.000272896,0.5753512,0.0024668844,0.0011746126,0.00086057646,0.001283454,0.07788094,0.14519787,0.0008707519,0.1902034,0.001591971],"about_ca_topic_score_codex":0.025615525,"about_ca_topic_score_gemma":0.013935396,"teacher_disagreement_score":0.48086998,"about_ca_system_score_codex":0.007566201,"about_ca_system_score_gemma":0.0015177046,"threshold_uncertainty_score":0.9993706},"labels":[],"label_agreement":null},{"id":"W7066127622","doi":"","title":"General Electric : GE 3rd Quarter 2019 Earnings Presentation","year":2019,"lang":"en","type":"other","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Presentation (obstetrics)","score_opus":0.004410693518665944,"score_gpt":0.20416121828831219,"score_spread":0.19975052476964625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066127622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064357405,0.0006240665,0.019603513,0.00002865688,0.0008966154,0.00034203616,0.000018910428,0.00048366762,0.97735894],"genre_scores_gemma":[0.014230402,0.0011686691,0.00052298675,0.00005430893,0.00047414142,0.000021073007,0.00031915528,0.00046739765,0.9827419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993548,0.000007971661,0.00014191167,0.00015103092,0.0001379072,0.00020640517],"domain_scores_gemma":[0.9997468,0.000018058516,0.000030069059,0.00015602302,0.0000114434415,0.00003760743],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002752829,0.00018138424,0.00015918408,0.00022681242,0.000009762396,0.000031876705,0.000081110804,0.00020965608,0.0017541948],"category_scores_gemma":[0.0000029348462,0.00017505062,0.000055173692,0.000106676816,0.0000040337704,0.000062347666,0.0000038062003,0.00014869857,0.0018714317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.957308e-7,0.0000073730293,0.00030739675,0.00006159772,0.000052116535,5.681977e-7,0.000035589142,0.0008247303,0.00072435517,0.0003264758,0.9962158,0.0014429999],"study_design_scores_gemma":[0.00029741475,0.000038568392,0.0047347057,0.00004229358,0.00003323529,0.0000010020156,0.000002752553,0.03182025,0.0004087154,0.00002436185,0.9622744,0.0003223522],"about_ca_topic_score_codex":0.00021033485,"about_ca_topic_score_gemma":0.000022822727,"teacher_disagreement_score":0.033941455,"about_ca_system_score_codex":0.000029705832,"about_ca_system_score_gemma":0.0000118163825,"threshold_uncertainty_score":0.9991583},"labels":[],"label_agreement":null},{"id":"W7066163229","doi":"","title":"Finite Element Methods: Parallel-Sparse Statics and Eigen-Solutions (Second Edition)","year":2024,"lang":"en","type":"article","venue":"ODU Digital Commons (Old Dominion University)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statics; Finite element method; Doors; Scope (computer science); Computation; Function (biology); Software","score_opus":0.020444279428868898,"score_gpt":0.22857379985996762,"score_spread":0.20812952043109872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066163229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021828558,0.00087985967,0.84307224,0.0003476603,0.0011486313,0.00034114238,0.0013122052,0.0005312924,0.13053839],"genre_scores_gemma":[0.9931577,0.0006588082,0.0042618504,0.000025435926,0.00006608294,0.0000025892348,0.00029348294,0.000028745775,0.001505322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928975,0.000023877396,0.0001711589,0.00018089227,0.000099203084,0.00023512731],"domain_scores_gemma":[0.9992645,0.00040502357,0.000016674572,0.00015564763,0.000033123986,0.00012507402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009755292,0.00015478916,0.00013973443,0.00030710592,0.00012405621,0.00021170433,0.00010096534,0.00006492213,0.00012124928],"category_scores_gemma":[0.000022442999,0.00017854689,0.00006685178,0.00035024696,0.000062840576,0.00080510403,0.000048020305,0.00015437072,0.000051350864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009194131,0.00034988835,0.0011263513,0.00061499723,0.0009066517,0.00024526918,0.0021672754,0.041301742,0.0007312738,0.75990325,0.045787133,0.14677423],"study_design_scores_gemma":[0.0005044038,0.0000734595,0.0011422081,0.000077198216,0.000058573398,0.000006230231,0.00024578188,0.07601576,0.00019666094,0.0025530339,0.9188317,0.00029495402],"about_ca_topic_score_codex":0.000004965363,"about_ca_topic_score_gemma":0.00004593511,"teacher_disagreement_score":0.97132915,"about_ca_system_score_codex":0.000095474745,"about_ca_system_score_gemma":0.0000249415,"threshold_uncertainty_score":0.7280931},"labels":[],"label_agreement":null},{"id":"W7066306830","doi":"","title":"\"A Grip and a Dream\": Voices of Older Carribean Immigrant Women in Saskatchewan, Canada","year":2022,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; The arts; Degree (music); Graduate students; Ethnic group","score_opus":0.0027167821001204523,"score_gpt":0.16520722399576845,"score_spread":0.162490441895648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066306830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935822,0.00074539287,0.000032132495,0.0044941166,0.00023127664,0.00015136166,0.00013556209,0.000016362386,0.00061159086],"genre_scores_gemma":[0.9858762,0.0006793015,0.00006816985,0.000003150589,0.000007728378,0.00000117979,0.00026355791,0.000022740676,0.013077963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999392,0.000015294228,0.00002391503,0.00014890358,0.00021060683,0.00020930517],"domain_scores_gemma":[0.9996325,0.00003819809,0.000089322944,0.00012556008,0.0000418329,0.00007258633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008590486,0.00014219341,0.00031119038,0.00019999557,0.000046173653,0.000004335222,0.0001375643,0.00009687694,0.00001911605],"category_scores_gemma":[0.0000048261977,0.00020185181,0.000040353152,0.00020509005,0.000024326197,0.000093866765,0.000011375411,0.00018982957,1.7737163e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074340333,0.00024441676,0.037871677,0.0152589865,0.0018606333,0.00062704517,0.4445372,0.029514804,0.009307574,0.0010286792,0.4072906,0.051715],"study_design_scores_gemma":[0.0011696436,0.00010656614,0.11177163,0.00043364958,0.00011816089,0.0000024183703,0.5017197,0.0016811292,0.0004020427,0.000011646739,0.38208225,0.00050114584],"about_ca_topic_score_codex":0.14171812,"about_ca_topic_score_gemma":0.9564347,"teacher_disagreement_score":0.8147166,"about_ca_system_score_codex":0.0002970886,"about_ca_system_score_gemma":0.00027643368,"threshold_uncertainty_score":0.8639972},"labels":[],"label_agreement":null},{"id":"W7066410833","doi":"","title":"Identification of multiple-input, single-output, discrete transfer function models. Application to ankle stiffness.","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Control theory (sociology); Stiffness; Torque; Transfer function; Position (finance); Convergence (economics); Ankle; Joint stiffness","score_opus":0.01273834829324232,"score_gpt":0.2121653529346143,"score_spread":0.19942700464137197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066410833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950111,0.00026475516,0.02613925,0.000009921217,0.002440963,0.0022762113,0.0023202107,0.000730458,0.01570726],"genre_scores_gemma":[0.9938256,0.00017683473,0.00019684633,0.00004364069,0.00007759937,0.00049956376,0.004513631,0.00030996074,0.00035628633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960608,0.00009548766,0.0015599001,0.00090777135,0.00080533,0.00057073316],"domain_scores_gemma":[0.99790674,0.00017866313,0.0002471555,0.0008297497,0.0005380988,0.00029958863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005186484,0.00076625234,0.00073838304,0.00064486824,0.00035995894,0.000089979214,0.00048378328,0.00077068014,0.000025789886],"category_scores_gemma":[0.00016252999,0.0008997348,0.00033502607,0.0007306872,0.000032287764,0.0009862877,0.000021513995,0.0006897648,0.00013736296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029471313,0.00020871613,0.000013211148,0.0012465913,0.0002438367,0.0000016190238,0.000049743452,0.10429256,0.5703986,0.03111165,0.000007673719,0.29213107],"study_design_scores_gemma":[0.0030383673,0.00052724726,0.011034368,0.0013703213,0.0014109126,0.000008310769,0.00020787113,0.16688569,0.7351651,0.04515935,0.03152923,0.0036632104],"about_ca_topic_score_codex":0.0001273124,"about_ca_topic_score_gemma":0.0007239961,"teacher_disagreement_score":0.28846785,"about_ca_system_score_codex":0.00046587497,"about_ca_system_score_gemma":0.000021511263,"threshold_uncertainty_score":0.9993453},"labels":[],"label_agreement":null},{"id":"W7066871553","doi":"","title":"July 22: Prof Michael Brauer, Wildfires Threat in British Columbia Increasing and so is Wildfire Smoke Threat","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smoke; Public health; Population; Population health","score_opus":0.004739204641900405,"score_gpt":0.17310217864129468,"score_spread":0.16836297399939426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066871553","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018148506,0.0021499232,5.771792e-7,0.000058912276,0.00033215317,0.00065500935,0.00041110013,0.0005601584,0.97768366],"genre_scores_gemma":[0.039944712,0.010985306,0.00030375674,0.00017205035,0.00013799714,0.000046535642,0.00023897503,0.00049593195,0.94767475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837214,0.000030012998,0.0006560158,0.0002378481,0.0003254557,0.0003785424],"domain_scores_gemma":[0.99930084,0.00014089489,0.00016364662,0.00024142371,0.000041017734,0.000112158545],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018684362,0.00030860468,0.00048747635,0.000102999955,0.0000811271,0.0002686006,0.0001791618,0.00048523128,0.017120035],"category_scores_gemma":[0.00007485429,0.00047168642,0.00009770422,0.000024516723,0.00013149553,0.0000014396256,0.00004395151,0.000311269,0.0007007102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000100645,0.00002358083,0.0014817665,0.00065889966,0.000072214716,0.000025911988,0.00021375266,0.00021186765,3.9312843e-7,0.0000012951881,0.9885694,0.008730892],"study_design_scores_gemma":[0.00071284856,0.000056262485,0.009721739,0.0016064357,0.00005428698,0.00007630553,0.00005069671,0.0004214834,0.0000042309057,0.000029175992,0.9868047,0.0004618379],"about_ca_topic_score_codex":0.2672141,"about_ca_topic_score_gemma":0.21283832,"teacher_disagreement_score":0.05437577,"about_ca_system_score_codex":0.000076395474,"about_ca_system_score_gemma":0.00002584666,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W7097676903","doi":"","title":"1 POWER TRANSFORMER LIFE-CYCLE COST REDUCTION","year":2015,"lang":"en","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformer; Service life; Distribution transformer; Cost reduction; Electric power system","score_opus":0.015427604463329513,"score_gpt":0.22301588502592953,"score_spread":0.2075882805626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097676903","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25962454,0.00034692473,0.1163386,0.00043550236,0.002012552,0.0003475624,0.000014195346,0.0006269955,0.62025315],"genre_scores_gemma":[0.9992449,0.00007509238,0.00035045831,0.00005292185,0.000065411,0.00001517466,0.000017061266,0.000021020849,0.00015795621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949723,0.0000039992633,0.00013739798,0.00007986523,0.00011881607,0.00016268932],"domain_scores_gemma":[0.99968976,0.000007744188,0.00000539794,0.000089181405,0.00003832083,0.0001695775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071875394,0.00008697106,0.00007562182,0.000050865394,0.000020612973,0.000023359904,0.000045674344,0.00005553358,0.00031245232],"category_scores_gemma":[0.000011648457,0.00008177444,0.00003117013,0.000108758024,0.000013042285,0.00025206877,0.0000011784297,0.000070282185,0.00024266347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016310788,0.0005097476,0.0020550904,0.00015888234,0.0004408498,0.000012333394,0.011248825,0.48973316,0.039192345,0.03837378,0.29496658,0.1231453],"study_design_scores_gemma":[0.0038850438,0.00031512647,0.015054897,0.000057694877,0.00007455306,0.000042807078,0.0013518777,0.16949378,0.057249747,0.0052545597,0.74590653,0.0013133934],"about_ca_topic_score_codex":0.000014652294,"about_ca_topic_score_gemma":0.0000043570462,"teacher_disagreement_score":0.7396204,"about_ca_system_score_codex":0.00004338724,"about_ca_system_score_gemma":0.000019959232,"threshold_uncertainty_score":0.34211338},"labels":[],"label_agreement":null},{"id":"W7110840995","doi":"10.1109/tdei.2025.3642080","title":"Impact of Surfactant in Enhancing Electrostatic Stability and Dielectric Response of Mixed Oil-Based AlN Nanofluids Under Impulse Conditions","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Nanofluid; Transformer oil; Pulmonary surfactant; Impulse (physics); Dielectric spectroscopy; Dielectric; Nanoparticle; Degradation (telecommunications); Aluminium nitride","score_opus":0.01058009991600665,"score_gpt":0.26433605151540057,"score_spread":0.2537559515993939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110840995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7190959,0.0021791272,0.2778152,0.00006867666,0.0001618656,0.0004398742,0.00014020757,0.000037831694,0.000061330866],"genre_scores_gemma":[0.9934188,0.006239959,0.00015802395,0.00002660052,0.000008039602,0.000053171316,0.00002980807,0.000050173985,0.000015390362],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960312,0.00043329477,0.0016566209,0.0006360794,0.0004246446,0.00081814185],"domain_scores_gemma":[0.9954475,0.0033707719,0.00024827794,0.0003581277,0.00037862413,0.0001966927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094898493,0.0005780902,0.0009419221,0.0023963077,0.00024036219,0.00006839713,0.00013428855,0.00050017773,0.00003665043],"category_scores_gemma":[0.00023866892,0.00061686075,0.00029408932,0.005276897,0.00016370836,0.00031594487,0.0000024357614,0.00081633974,7.7055586e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034756958,0.0017255688,0.0041933735,0.0005182652,0.0004071752,0.0000030748502,0.00028240614,0.107514404,0.8566614,0.0009591475,0.0000059374597,0.024253575],"study_design_scores_gemma":[0.0021144408,0.0021985827,0.22034092,0.00024275453,0.00025488084,0.00000252814,0.0000106964,0.4266589,0.34682685,0.0009776038,0.0000022991305,0.00036954702],"about_ca_topic_score_codex":0.0005708221,"about_ca_topic_score_gemma":0.00014019037,"teacher_disagreement_score":0.5098345,"about_ca_system_score_codex":0.0009707754,"about_ca_system_score_gemma":0.00081214786,"threshold_uncertainty_score":0.99962825},"labels":[],"label_agreement":null},{"id":"W7127536233","doi":"10.1109/ccece64018.2025.11364516","title":"Feature-Weighted MMD-CORAL for Domain Adaptation in Power Transformer Fault Diagnosis","year":2025,"lang":"","type":"article","venue":"","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Weighting; Domain adaptation; Dissolved gas analysis; Power grid; Grid; Fault (geology); Distribution transformer","score_opus":0.009847940718555345,"score_gpt":0.239752356675103,"score_spread":0.22990441595654765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127536233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14618176,0.0041950033,0.79809064,0.00781193,0.0031786903,0.0035028637,0.00036945235,0.00020546657,0.036464173],"genre_scores_gemma":[0.9843348,0.002498986,0.010655989,0.0004230842,0.000067490604,0.0008473733,0.00025246426,0.00007618979,0.0008436148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974334,0.000044743363,0.00079486787,0.00057547225,0.00028908966,0.0008624033],"domain_scores_gemma":[0.9987852,0.000538054,0.000058376503,0.00029971366,0.00017569668,0.0001429574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034365963,0.0005680493,0.000579908,0.0007286019,0.00015849511,0.00015983182,0.00024119247,0.0005859372,0.00029316026],"category_scores_gemma":[0.00006751249,0.00059598277,0.00033473584,0.001144848,0.000057047608,0.00064149697,0.000008924411,0.00043107147,0.000033285993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024574762,0.0038627486,0.048180047,0.004441104,0.0024028998,0.00005223435,0.029161522,0.10120297,0.010639425,0.45208758,0.047856916,0.29765508],"study_design_scores_gemma":[0.013203598,0.0007265599,0.08916818,0.0016632742,0.00045392476,0.0000024308827,0.00225799,0.44616508,0.02411364,0.02658321,0.3936204,0.002041714],"about_ca_topic_score_codex":0.00014204957,"about_ca_topic_score_gemma":0.0009922833,"teacher_disagreement_score":0.83815306,"about_ca_system_score_codex":0.00037374144,"about_ca_system_score_gemma":0.00014757352,"threshold_uncertainty_score":0.99964917},"labels":[],"label_agreement":null},{"id":"W821883164","doi":"10.1007/s10570-015-0693-0","title":"Understanding ethanol versus methanol formation from insulating paper in power transformers","year":2015,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Methanol; Cellulose; Levoglucosan; Cellulosic ethanol; Kraft paper; Electrical insulation paper; Pyrolysis; Materials science; Chemical engineering; Ethanol; Chemistry; Organic chemistry; Transformer; Pulp and paper industry; Composite material","score_opus":0.09247902649091576,"score_gpt":0.2489384283643405,"score_spread":0.15645940187342472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W821883164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7549946,0.00059363456,0.17584357,0.00010901918,0.0015251054,0.00032862878,0.000028110268,0.00023873382,0.06633861],"genre_scores_gemma":[0.9991853,0.000089496716,0.0005080371,0.000026783337,0.00003961118,0.000014344299,0.00009161927,0.00003593926,0.000008836774],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990156,0.000023293343,0.00031613954,0.00014235554,0.00021601583,0.00028658038],"domain_scores_gemma":[0.9995931,0.00012770556,0.000025605832,0.00011229018,0.000023837125,0.00011750225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017888704,0.00016751935,0.00015948959,0.00016236273,0.000027944847,0.00004066062,0.00008273034,0.00013537814,0.00008598488],"category_scores_gemma":[0.000040662482,0.00017934303,0.00004951192,0.0002613197,0.000019177058,0.00076995656,0.0000071151835,0.00019473297,0.000059136688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016998573,0.00068629085,0.010421307,0.0006329181,0.00080025184,0.00019491072,0.16813818,0.27802575,0.45906025,0.024172144,0.0054739355,0.0506942],"study_design_scores_gemma":[0.020393346,0.00049798726,0.005671201,0.0005032859,0.00017069769,0.0000047245585,0.011726691,0.6737793,0.250965,0.01989539,0.014220142,0.0021722314],"about_ca_topic_score_codex":0.000067461086,"about_ca_topic_score_gemma":0.00009626425,"teacher_disagreement_score":0.39575356,"about_ca_system_score_codex":0.00045369208,"about_ca_system_score_gemma":0.000024186735,"threshold_uncertainty_score":0.7313397},"labels":[],"label_agreement":null}]}