{"meta":{"query_hash":"fe26fc716488","filters":{"venue":"Electric Power"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/fe26fc716488","api":"https://metacan.xera.ac/api/v1/cohort?venue=Electric+Power"},"results":[{"id":"W2357108540","doi":"","title":"Study on the fourth defense line for Chinese power system","year":2008,"lang":"en","type":"article","venue":"Electric Power","topic":"High-Voltage Power Transmission Systems","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":"Electric power system; Computer security; Line (geometry); Power (physics); Engineering; China; Risk analysis (engineering); Computer science; Aeronautics; Business; Law; Political science","score_opus":0.016325340457264942,"score_gpt":0.23227042118989252,"score_spread":0.21594508073262758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357108540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90960586,0.00070833205,0.01506779,0.003189775,0.00011473934,0.00016971678,0.00010137083,0.00004408998,0.07099828],"genre_scores_gemma":[0.99054104,0.00034504198,0.0017212117,0.00008119297,0.000023308232,0.00002247681,0.000053203188,0.000007973042,0.007204572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988782,0.0002754573,0.000073720104,0.00010006972,0.0004480468,0.00022448],"domain_scores_gemma":[0.9973793,0.00058414077,0.00036321426,0.00011938727,0.0013902719,0.00016366167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013668297,0.00021598113,0.0001489245,0.0011951068,0.0016920592,0.001736249,0.00058315287,0.0005206835,0.0051003266],"category_scores_gemma":[0.0032236285,0.00016043945,0.0003319131,0.001072008,0.0008418554,0.001760396,0.00045970277,0.00082091877,0.00021966876],"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":[0.00041143136,0.00034284426,0.27615747,0.0011819823,0.000115258284,0.006642994,0.046595547,0.05213412,0.016105771,0.353461,0.020068051,0.22678347],"study_design_scores_gemma":[0.000109629706,0.0015420031,0.4024995,0.0008118667,0.00024449846,0.0025175991,0.11241482,0.14974624,0.01688239,0.059777867,0.25321826,0.00023534264],"about_ca_topic_score_codex":0.033291325,"about_ca_topic_score_gemma":0.03091315,"teacher_disagreement_score":0.033291325,"about_ca_system_score_codex":0.004640546,"about_ca_system_score_gemma":0.004245742,"threshold_uncertainty_score":0.06619513},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08976991,0.062061965,0.04559278,0.24872969,0.019866908,0.00018420814,0.00061549025,0.0002949972,0.532884],"genre_scores_gemma":[0.60989267,0.040826254,0.007345506,0.059840873,0.009794479,0.00008537863,0.00037249344,0.0001638503,0.27167845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876875,0.00024114654,0.000067667126,0.00012821752,0.00065707584,0.00013710979],"domain_scores_gemma":[0.99892163,0.00042889203,0.00005422016,0.00004204179,0.0004977449,0.00005551453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010801557,0.00026986506,0.0001496582,0.00054541545,0.002439855,0.00127736,0.00082995446,0.0028588888,0.0076175756],"category_scores_gemma":[0.0018638915,0.00008974196,0.00047130353,0.00039167271,0.0013773922,0.0017748247,0.0007324119,0.0017347307,0.0007960439],"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":[0.0004227258,0.0001800716,0.0044738404,0.0016209559,0.0000820409,0.006469074,0.013244715,0.004998089,0.03295632,0.47318047,0.20494355,0.25742805],"study_design_scores_gemma":[0.000013240427,0.00009368043,0.0018516744,0.00023481532,0.000029370774,0.00081213604,0.0028302115,0.000589486,0.007295923,0.025160199,0.96106184,0.000027516842],"about_ca_topic_score_codex":0.011944417,"about_ca_topic_score_gemma":0.008428473,"teacher_disagreement_score":0.011944417,"about_ca_system_score_codex":0.0022080378,"about_ca_system_score_gemma":0.0020234953,"threshold_uncertainty_score":0.02548331},"labels":[],"label_agreement":null},{"id":"W2373955750","doi":"","title":"Recognizing power oscillations in depth to improve power network configuration and arrange islanding of a grid rationally","year":2004,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Systems and Technologies","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":"Islanding; Power (physics); Electric power system; Power network; Maximum power transfer theorem; Power grid; Grid; Three gorges; Electrical engineering; Engineering; Computer science; Geography; Physics","score_opus":0.0068331001154299876,"score_gpt":0.20181835716788457,"score_spread":0.1949852570524546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373955750","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21841039,0.00087578443,0.66444796,0.014618023,0.00028518535,0.0004597221,0.00012469059,0.0014210112,0.09935724],"genre_scores_gemma":[0.8177485,0.0011059478,0.1669251,0.00047640942,0.00006252196,0.00008589157,0.00011063374,0.000093605035,0.013391428],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961144,0.00016264518,0.000021682199,0.000031848496,0.00012353656,0.000048812497],"domain_scores_gemma":[0.9991811,0.00025072208,0.00017111233,0.00011717435,0.00019565623,0.000084157364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060608354,0.0003600492,0.0001954485,0.0005363515,0.0006986664,0.0013758282,0.00043192887,0.00061219535,0.0030067146],"category_scores_gemma":[0.002408883,0.0001349889,0.00011110315,0.00045251468,0.000823048,0.002008034,0.0010730885,0.00093371223,0.0006241656],"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":[0.00010470931,0.0002037428,0.033262372,0.00034524992,0.000034528483,0.0010731159,0.007866838,0.09976326,0.052475248,0.07518049,0.014563441,0.715127],"study_design_scores_gemma":[0.000078795885,0.0007155629,0.09815193,0.0009542043,0.000113502756,0.001977214,0.04725143,0.21097404,0.043931454,0.24762979,0.3479947,0.0002274722],"about_ca_topic_score_codex":0.0042262864,"about_ca_topic_score_gemma":0.023125768,"teacher_disagreement_score":0.0042262864,"about_ca_system_score_codex":0.00066919264,"about_ca_system_score_gemma":0.0017643976,"threshold_uncertainty_score":0.010058522},"labels":[],"label_agreement":null},{"id":"W2374995837","doi":"","title":"Discussion on isolated islands operation mode in Shanghai Power Network","year":2004,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Systems and Renewable Energy","field":"Energy","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":"Blackout; Mode (computer interface); Generator (circuit theory); Power (physics); Power network; Engineering; Telecommunications; Electrical engineering; Electric power system; Computer science; Operating system","score_opus":0.0051807358618855825,"score_gpt":0.22194503240754782,"score_spread":0.21676429654566223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374995837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8236898,0.0012468962,0.0018837721,0.055421278,0.0007391443,0.00003756542,0.0002340399,0.00010216464,0.11664529],"genre_scores_gemma":[0.9856548,0.00046299625,0.00015677836,0.002145671,0.0001511949,0.000006442058,0.000036997208,0.000014935412,0.011370149],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953485,0.00018640849,0.000010950549,0.00003264183,0.000074273434,0.0001609394],"domain_scores_gemma":[0.9994192,0.00021240185,0.00007670839,0.00002117194,0.00015299198,0.00011758056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752625,0.00022690788,0.00010038962,0.00038567846,0.003965663,0.0013816587,0.00055794657,0.00092417415,0.004808472],"category_scores_gemma":[0.0014053053,0.00010416902,0.00016864119,0.00051033014,0.001674052,0.00095102756,0.000652628,0.0013095033,0.0002123331],"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":[0.00050546066,0.00008271844,0.12702897,0.0005451457,0.000060702896,0.06080656,0.4910132,0.0071049198,0.0068884557,0.05927648,0.1779303,0.06875706],"study_design_scores_gemma":[0.000029199193,0.00019030189,0.11664078,0.00030651837,0.00004087689,0.0040074703,0.49152866,0.0019153517,0.0021878865,0.00440453,0.3786659,0.000082521794],"about_ca_topic_score_codex":0.1969049,"about_ca_topic_score_gemma":0.4163167,"teacher_disagreement_score":0.1969049,"about_ca_system_score_codex":0.0037725936,"about_ca_system_score_gemma":0.001568504,"threshold_uncertainty_score":0.39151758},"labels":[],"label_agreement":null},{"id":"W2375761019","doi":"","title":"Revelations and Suggestions on Energy Efficiency Management and Power Supply Regulation in USA and Canada","year":2012,"lang":"en","type":"article","venue":"Electric Power","topic":"Smart Grid and Power Systems","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":"Electricity; Mains electricity; Government (linguistics); Power (physics); Environmental economics; Business; Efficient energy use; State (computer science); Power market; State government; Quality (philosophy); Electricity market; Energy supply; Electricity price; Industrial organization; Energy (signal processing); Economics; Engineering; Electric power system; Public administration; Local government; Political science; Computer science; Electrical engineering","score_opus":0.0033476126935743197,"score_gpt":0.1704105816094796,"score_spread":0.1670629689159053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375761019","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049184315,0.031707354,0.0025793402,0.6608901,0.002850175,0.00009599528,0.0012316601,0.00013201,0.25132903],"genre_scores_gemma":[0.61476666,0.067210436,0.007838528,0.107808135,0.00073414366,0.00010286599,0.00082952814,0.00010009431,0.20060961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962819,0.00037210103,0.00014627713,0.0002465327,0.001412706,0.0015403946],"domain_scores_gemma":[0.9906324,0.0016968428,0.00035957978,0.00015744903,0.006139287,0.0010144672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034390108,0.00030509636,0.0003651085,0.0025655301,0.008392794,0.0049293865,0.00139887,0.0030134232,0.008306523],"category_scores_gemma":[0.008353246,0.00027295106,0.00060281303,0.0049992786,0.0034168893,0.0020274653,0.0012543334,0.0047565857,0.00036194889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025664936,0.00013471245,0.016469149,0.00039187653,0.000050969244,0.001196836,0.008499607,0.0021400722,0.0017072869,0.51138693,0.33275917,0.12500681],"study_design_scores_gemma":[0.00006522346,0.000031939468,0.040157665,0.0006976724,0.000064198124,0.00013597796,0.018464185,0.0019319576,0.0018326276,0.022446822,0.9139131,0.00025873448],"about_ca_topic_score_codex":0.99218774,"about_ca_topic_score_gemma":0.9954139,"teacher_disagreement_score":0.08376082,"about_ca_system_score_codex":0.08376082,"about_ca_system_score_gemma":0.17031197,"threshold_uncertainty_score":0.60773015},"labels":[],"label_agreement":null},{"id":"W2376277798","doi":"","title":"Typical cases of foreign electricity enterprise risk management","year":2012,"lang":"en","type":"article","venue":"Electric Power","topic":"Evaluation and Optimization Models","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":"Business; Electricity; Enlightenment; Corporate governance; Enterprise risk management; Risk management; Electric power; Electric power industry; China; Industrial organization; Power (physics); Finance; Engineering","score_opus":0.01139603430505452,"score_gpt":0.23791400988682027,"score_spread":0.22651797558176576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376277798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7424263,0.0008278315,0.09006471,0.0035637694,0.00007313272,0.00029445533,0.0003373953,0.0003378678,0.1620746],"genre_scores_gemma":[0.98283696,0.0002476289,0.008554505,0.00005970799,0.00001551039,0.00007236514,0.00008422955,0.000009841176,0.008119337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989502,0.00040544997,0.000062142615,0.000088931694,0.0002419513,0.00025129845],"domain_scores_gemma":[0.9992835,0.00030310752,0.00014925175,0.00006949448,0.00009211222,0.000102591934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011902824,0.0005027405,0.00026884326,0.0011090048,0.0016913167,0.0016215892,0.000621878,0.0019778193,0.0035784217],"category_scores_gemma":[0.0018942127,0.00013348224,0.0005995141,0.0013143134,0.0011094211,0.0012251892,0.0014714244,0.0008262616,0.00022143518],"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":[0.00041081168,0.0004417406,0.053368203,0.00027151982,0.00015981004,0.046079908,0.0077793556,0.27325147,0.004071778,0.5380133,0.016026082,0.060126044],"study_design_scores_gemma":[0.00013780547,0.00035538044,0.026552577,0.00022852415,0.00014836501,0.014595697,0.022821417,0.66118354,0.007400925,0.17895404,0.08742382,0.0001978569],"about_ca_topic_score_codex":0.0071857413,"about_ca_topic_score_gemma":0.0074462825,"teacher_disagreement_score":0.0071857413,"about_ca_system_score_codex":0.0015609168,"about_ca_system_score_gemma":0.00086479814,"threshold_uncertainty_score":0.014287829},"labels":[],"label_agreement":null},{"id":"W2379108883","doi":"","title":"Monitoring method of mercury emission from thermal power units","year":2011,"lang":"en","type":"article","venue":"Electric Power","topic":"Mercury impact and mitigation studies","field":"Environmental Science","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); Flue gas; Sorbent; Thermal power station; Environmental science; Waste management; Process engineering; Power station; Spectrum analyzer; Engineering; Chemistry; Computer science; Electrical engineering","score_opus":0.03265972992812609,"score_gpt":0.2767907571600786,"score_spread":0.2441310272319525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379108883","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46134922,0.0037010158,0.49874437,0.0003376683,0.00025188827,0.00091820245,0.0030873022,0.0035948942,0.028015455],"genre_scores_gemma":[0.7387063,0.0017113996,0.23767865,0.00020560122,0.000051925224,0.000869326,0.001176124,0.000102498765,0.019498171],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989945,0.00011868488,0.0000293169,0.00028919405,0.00052819087,0.000040101502],"domain_scores_gemma":[0.99970824,0.00004482344,0.000041830393,0.000035917863,0.0001536494,0.000015562411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714389,0.0003752343,0.0002438117,0.0008750916,0.0003860796,0.00020819373,0.00076589274,0.00034416857,0.0020639296],"category_scores_gemma":[0.00043471382,0.00018676028,0.0001547793,0.00088551844,0.00018464541,0.0002519039,0.00029142923,0.00042956704,0.00071453786],"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":[0.00014272769,0.000057341942,0.006553241,0.00041381118,0.000036911686,0.00010228947,0.00021392478,0.0004782612,0.909151,0.00051759806,0.0012567927,0.08107605],"study_design_scores_gemma":[0.00002840978,0.00055523665,0.023344304,0.000033631826,0.00006211934,0.00059994933,0.00007658456,0.006161653,0.9516763,0.00020759435,0.01721172,0.00004240136],"about_ca_topic_score_codex":0.0024276208,"about_ca_topic_score_gemma":0.0040652715,"teacher_disagreement_score":0.0024276208,"about_ca_system_score_codex":0.0003084892,"about_ca_system_score_gemma":0.0004955499,"threshold_uncertainty_score":0.0069045424},"labels":[],"label_agreement":null},{"id":"W2381218207","doi":"","title":"Recommendations to establish design standard of generator out-of-step capability","year":2006,"lang":"en","type":"article","venue":"Electric Power","topic":"High-Voltage Power Transmission Systems","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":"Blackout; Generator (circuit theory); Transient (computer programming); Electric power system; Reliability engineering; Electric power transmission; Engineering; Electric generator; Computer science; Electrical engineering; Power (physics); Physics","score_opus":0.013761987366835558,"score_gpt":0.23458077542216094,"score_spread":0.22081878805532537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381218207","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019253679,0.0046083885,0.46933115,0.0345567,0.009847848,0.013306257,0.005939612,0.008503522,0.4346529],"genre_scores_gemma":[0.081669316,0.0050725625,0.64187574,0.014145931,0.0022285276,0.012048255,0.0129061695,0.0023307332,0.22772278],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.978617,0.0039176885,0.0034928634,0.0012099637,0.011533949,0.0012286287],"domain_scores_gemma":[0.91316754,0.0050884495,0.0032808739,0.00528599,0.071088925,0.0020882813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01368391,0.0021112363,0.0013558,0.0039008544,0.002149847,0.0036077315,0.0051568435,0.008444194,0.016013797],"category_scores_gemma":[0.02786031,0.0014013228,0.0014574142,0.0025043767,0.0010836043,0.00328303,0.0012123049,0.0059839594,0.020617075],"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":[0.0003554058,0.001195379,0.006007818,0.0017506521,0.00007035777,0.0011746885,0.001281397,0.01593709,0.03431316,0.040735003,0.63129145,0.2658876],"study_design_scores_gemma":[0.0003897793,0.0006131972,0.006661137,0.0016395844,0.0002581655,0.0008840859,0.0010350462,0.0091740815,0.01774428,0.012265471,0.9490908,0.00024445629],"about_ca_topic_score_codex":0.015373776,"about_ca_topic_score_gemma":0.015852733,"teacher_disagreement_score":0.016013797,"about_ca_system_score_codex":0.002990461,"about_ca_system_score_gemma":0.013139048,"threshold_uncertainty_score":0.072368324},"labels":[],"label_agreement":null},{"id":"W2382576098","doi":"","title":"Models and methods applied to risk assessment of power systems","year":2006,"lang":"en","type":"article","venue":"Electric Power","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":10,"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; Component (thermodynamics); Risk analysis (engineering); Electric power system; Computer science; Engineering; Power (physics); Systems engineering; Operations research","score_opus":0.005041462635206553,"score_gpt":0.2504770058341652,"score_spread":0.24543554319895866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382576098","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006459376,0.0015333177,0.99373794,0.00029175423,0.000103657294,0.000035953948,0.00009188994,0.0001316235,0.003427882],"genre_scores_gemma":[0.19777852,0.011668444,0.774369,0.0004643573,0.001015135,0.001185627,0.00061307003,0.00034242778,0.012563382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99722016,0.0013106378,0.00020474898,0.00027750054,0.00088081224,0.00010619098],"domain_scores_gemma":[0.9965809,0.0023106153,0.00027258164,0.0003216247,0.00044450123,0.00006975218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033415966,0.0021997783,0.0014571339,0.002507627,0.0007177397,0.0027807134,0.0024405224,0.0020683343,0.0037453654],"category_scores_gemma":[0.008950753,0.0008820783,0.0019694741,0.0026438585,0.0016300164,0.0025301557,0.0019456642,0.0031195679,0.0012585644],"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":[0.0000138766945,0.000032318203,0.00044050172,0.00024897011,0.00013497239,0.00014979814,0.00023012953,0.48108688,0.00061493187,0.46880263,0.0033128336,0.044932235],"study_design_scores_gemma":[0.00001304488,0.000019100287,0.00010756795,0.00008691128,0.000028406308,0.000095978685,0.000048117454,0.5253079,0.00030127366,0.45774603,0.016216591,0.000029039094],"about_ca_topic_score_codex":0.0057875593,"about_ca_topic_score_gemma":0.0033085034,"teacher_disagreement_score":0.0057875593,"about_ca_system_score_codex":0.0016309873,"about_ca_system_score_gemma":0.0019177884,"threshold_uncertainty_score":0.0176723},"labels":[],"label_agreement":null},{"id":"W2383554055","doi":"","title":"Rethinking of August 14~(th) Northeast U.S.-Canada blackout from the viewpoint of reliability","year":2003,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Systems and Technologies","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":"Blackout; Reliability (semiconductor); Interim; Electricity; China; Electric power system; Reliability engineering; Operations research; Commission; Engineering; Computer science; Power (physics); Political science; Electrical engineering; Law","score_opus":0.005941313817947534,"score_gpt":0.17060318961116636,"score_spread":0.1646618757932188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383554055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46767598,0.006131535,0.011811671,0.25379005,0.0043537472,0.00028473642,0.0021172615,0.0008704397,0.2529646],"genre_scores_gemma":[0.8500313,0.0022808958,0.0036735954,0.018727185,0.00023741857,0.00004323701,0.00038089303,0.00019727848,0.124428175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977387,0.00012111245,0.00006366227,0.00017771199,0.0011353563,0.000763405],"domain_scores_gemma":[0.994974,0.00029144678,0.00024613418,0.00014144233,0.0035163627,0.0008307021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023785636,0.00040923594,0.00026610898,0.0012361918,0.008987994,0.00610119,0.0014996621,0.002071352,0.005509096],"category_scores_gemma":[0.005517732,0.00029870906,0.00038697943,0.0013975732,0.0037663819,0.0017920373,0.0020001717,0.004131515,0.00040723584],"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":[0.00029999294,0.0001123599,0.06983201,0.00023943794,0.00006721408,0.0050600334,0.031939454,0.004796641,0.008929348,0.23677859,0.41992566,0.2220192],"study_design_scores_gemma":[0.00002284349,0.00007560055,0.13871829,0.00024944317,0.00004963351,0.00034692843,0.018023437,0.0030912666,0.0046467893,0.009824343,0.8248042,0.00014721484],"about_ca_topic_score_codex":0.97189337,"about_ca_topic_score_gemma":0.98740447,"teacher_disagreement_score":0.065611005,"about_ca_system_score_codex":0.065611005,"about_ca_system_score_gemma":0.08414679,"threshold_uncertainty_score":0.4760434},"labels":[],"label_agreement":null},{"id":"W2385367801","doi":"","title":"alysis of transmission net surveillance models","year":2004,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Systems and Technologies","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":"Constructive; Transmission (telecommunications); China; Net (polyhedron); Operations research; Computer science; Engineering; Telecommunications; Geography; Process (computing); Mathematics","score_opus":0.005153195221679836,"score_gpt":0.17746025374677915,"score_spread":0.1723070585250993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385367801","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33122566,0.0014728148,0.47050637,0.0055847447,0.0002772668,0.0002533258,0.008431917,0.0010666456,0.18118118],"genre_scores_gemma":[0.9519851,0.00079000747,0.01347174,0.00013440473,0.00009094808,0.00014115818,0.0021406133,0.000069485766,0.03117659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954444,0.0002501957,0.000013259899,0.00004678358,0.000077047,0.00006819791],"domain_scores_gemma":[0.9983211,0.0010546277,0.00019555217,0.00011253267,0.00024954038,0.00006658983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009197192,0.00042790876,0.0006057927,0.00090598763,0.0003696668,0.0011877997,0.00091067055,0.0005696241,0.014856592],"category_scores_gemma":[0.004564768,0.00023322456,0.00068744255,0.0008611718,0.00035840608,0.00090459804,0.0006358384,0.0009918762,0.0007160338],"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":[0.000049006616,0.0000455526,0.0014210786,0.000056778234,0.00004544629,0.00011000379,0.00007077685,0.8006543,0.000091018745,0.18388942,0.006025222,0.0075414395],"study_design_scores_gemma":[0.000018668348,0.000015556838,0.00032844092,0.000011014033,0.000011951822,0.000015039486,0.00004052228,0.96928173,0.00004992756,0.028469738,0.0017518186,0.0000055736873],"about_ca_topic_score_codex":0.038702387,"about_ca_topic_score_gemma":0.021660047,"teacher_disagreement_score":0.038702387,"about_ca_system_score_codex":0.0014674678,"about_ca_system_score_gemma":0.0012936638,"threshold_uncertainty_score":0.076954246},"labels":[],"label_agreement":null},{"id":"W2387546914","doi":"","title":"Influence of power crisis in California and blackout in US and Canada on world power industry","year":2003,"lang":"en","type":"article","venue":"Electric Power","topic":"Power Systems and Renewable Energy","field":"Energy","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":"Blackout; Power (physics); Electric power industry; Crisis response; Engineering; Electric power system; Political science; Electricity; Electrical engineering; Public relations","score_opus":0.0033578884136664816,"score_gpt":0.1906088133866116,"score_spread":0.1872509249729451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387546914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73967385,0.005439735,0.00012148494,0.06292598,0.00037406475,0.000038286766,0.0014057151,0.00004089676,0.18997997],"genre_scores_gemma":[0.98369884,0.0042771776,0.00005574837,0.0025570008,0.0000650988,0.000005946322,0.00026999766,0.000018478075,0.009051658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989398,0.0000791519,0.00001457412,0.00005405459,0.00026140452,0.00065102376],"domain_scores_gemma":[0.99669087,0.0003201603,0.00028042914,0.000040173127,0.0016235298,0.0010448782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006603578,0.00016024224,0.0002818177,0.0011231706,0.0077761933,0.0038384884,0.00049149274,0.0008447691,0.007165152],"category_scores_gemma":[0.0036125258,0.0001502725,0.00023763867,0.0017380724,0.002953218,0.0012898983,0.0016475337,0.0024759856,0.00015049506],"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":[0.00082445977,0.00037148947,0.43364045,0.00038062638,0.0001858024,0.0022106485,0.055662185,0.0033760224,0.00076062646,0.09833811,0.2864059,0.11784371],"study_design_scores_gemma":[0.00005824701,0.00006337794,0.65723574,0.00048690249,0.00013104352,0.00017954163,0.15058836,0.0008242081,0.00070343213,0.0033349306,0.18625845,0.00013575265],"about_ca_topic_score_codex":0.9880414,"about_ca_topic_score_gemma":0.99598134,"teacher_disagreement_score":0.04538397,"about_ca_system_score_codex":0.04538397,"about_ca_system_score_gemma":0.054771457,"threshold_uncertainty_score":0.32928532},"labels":[],"label_agreement":null},{"id":"W2915646365","doi":"","title":"Analysis of power grids security in 2003","year":2004,"lang":"en","type":"article","venue":"Electric Power","topic":"Smart Grid and Power Systems","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":"Electric power system; Electric power; National power; Power (physics); Electric power industry; Reliability engineering; Action (physics); Engineering; Business; Computer science; Electrical engineering; Electricity; Political science; Law","score_opus":0.0033008625777015493,"score_gpt":0.19496249877690877,"score_spread":0.19166163619920723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915646365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58353364,0.002265046,0.008051273,0.00905428,0.00014798265,0.00020785557,0.007512324,0.00021293148,0.3890147],"genre_scores_gemma":[0.97617084,0.0010704622,0.0010603162,0.0002939182,0.000032991047,0.000041583346,0.0021075534,0.000035372665,0.01918686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933237,0.00008907455,0.000037580823,0.00006230753,0.00035012796,0.00012851752],"domain_scores_gemma":[0.99874085,0.00021726804,0.00024426938,0.00005568427,0.00066732254,0.00007459064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006648546,0.00022607346,0.00021232583,0.0020401361,0.0007629781,0.0026221655,0.0003499979,0.00053133996,0.003330093],"category_scores_gemma":[0.0032320635,0.00014946595,0.00038441608,0.0047594444,0.0003360345,0.0010797072,0.00043550873,0.0007842877,0.0005400883],"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":[0.00064423686,0.00021693688,0.20060895,0.00029810256,0.00016452238,0.0022532584,0.0032476345,0.06762521,0.0023373715,0.47756132,0.07853365,0.16650882],"study_design_scores_gemma":[0.000039106963,0.00014505355,0.4670468,0.00033811448,0.00011687359,0.0013656305,0.008913037,0.08431286,0.0046600983,0.08933809,0.34363887,0.00008547458],"about_ca_topic_score_codex":0.06731202,"about_ca_topic_score_gemma":0.061178613,"teacher_disagreement_score":0.06731202,"about_ca_system_score_codex":0.007027284,"about_ca_system_score_gemma":0.001981536,"threshold_uncertainty_score":0.13384038},"labels":[],"label_agreement":null}]}