{"meta":{"query_hash":"339a4e93ef6e","filters":{"venue":"Shanghai Electric Power"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/339a4e93ef6e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Shanghai+Electric+Power"},"results":[{"id":"W2373274308","doi":"","title":"Brief analysis of the development of Shanghai Power Grid secondary system as based upon the blackout fault in USA and Canada","year":2003,"lang":"en","type":"article","venue":"Shanghai 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":"Blackout; Relay; Protective relay; Grid; Electric power system; Electrical engineering; Engineering; Telecommunications; Fault (geology); Power-system protection; Unification; Power grid; Power (physics); Computer science; Geography","score_opus":0.004444905546689951,"score_gpt":0.1816723880668811,"score_spread":0.17722748252019116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373274308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845593,0.0015822867,0.0003699548,0.000041529078,0.00035902017,0.00031470874,0.000032421398,0.00005094311,0.012689835],"genre_scores_gemma":[0.999687,0.000008988171,0.00007140488,0.00004116498,0.000004534778,0.000029564955,0.0000030605095,0.000021049016,0.00013320486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833953,0.000077904646,0.00055429584,0.00023397252,0.00036198366,0.00043232884],"domain_scores_gemma":[0.99913245,0.00011960647,0.0001461776,0.0004955026,0.00006165551,0.00004457912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914714,0.00022827645,0.00046036716,0.00038612148,0.00007224548,0.000017290087,0.0003702065,0.0001332363,0.00008723404],"category_scores_gemma":[0.0000887972,0.0001492825,0.00009993289,0.00172878,0.000040638763,0.000052118077,0.00004651138,0.00026996093,0.0000018534683],"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":[0.00042706626,0.001277818,0.56974065,0.006090001,0.029630475,0.00041281388,0.025447939,0.055010524,0.13628925,0.09850399,0.044130426,0.033039033],"study_design_scores_gemma":[0.0033290745,0.00026156157,0.4770087,0.0008378662,0.0009853393,0.0000826441,0.008598487,0.030237809,0.3897601,0.00018451609,0.086360596,0.002353293],"about_ca_topic_score_codex":0.025673145,"about_ca_topic_score_gemma":0.32199642,"teacher_disagreement_score":0.29632327,"about_ca_system_score_codex":0.0003638619,"about_ca_system_score_gemma":0.0006145417,"threshold_uncertainty_score":0.980815},"labels":[],"label_agreement":null},{"id":"W2376597374","doi":"","title":"Meditations about the blackouts in USA and Canada and countermeasures adopted by Shanghai Electric Power","year":2003,"lang":"en","type":"article","venue":"Shanghai 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":"Government (linguistics); Work (physics); Electric power; Business; Electric power industry; Electricity; Grid; Smart grid; Electric power system; Power (physics); Computer security; Engineering; Computer science; Electrical engineering","score_opus":0.004885116064912688,"score_gpt":0.188869048832247,"score_spread":0.18398393276733432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376597374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656412,0.019659173,0.00027234844,0.00020114119,0.0023063568,0.0005157745,0.000045834757,0.00008835697,0.011269823],"genre_scores_gemma":[0.99830914,0.00043157488,0.00000860215,0.00038892866,0.000116991505,0.00006097503,0.000009969059,0.00005063003,0.0006231954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806726,0.000119472366,0.00037007875,0.00033004038,0.00040384938,0.00070929056],"domain_scores_gemma":[0.9991475,0.00026573695,0.000059852853,0.00028159653,0.00006998443,0.0001753789],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040095017,0.0003272402,0.00031459413,0.00022870293,0.00014618276,0.00010167375,0.00019149906,0.00014461754,0.00015058469],"category_scores_gemma":[0.00015305809,0.00026711693,0.00003712315,0.00080280873,0.000039669576,0.00014818861,0.000015887854,0.00038311107,0.000017133323],"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":[0.000038052378,0.00009535408,0.06297525,0.00011183187,0.0003077827,0.000086685875,0.002887131,0.00029187836,0.016073978,0.0010180862,0.9151864,0.000927572],"study_design_scores_gemma":[0.0034403717,0.00037707275,0.18357153,0.00024469406,0.00014312725,0.00048044024,0.0008193634,0.0073574227,0.008339912,0.00023989791,0.7925239,0.002462251],"about_ca_topic_score_codex":0.029330978,"about_ca_topic_score_gemma":0.19450094,"teacher_disagreement_score":0.16516995,"about_ca_system_score_codex":0.00023063608,"about_ca_system_score_gemma":0.00023345508,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W2382591503","doi":"","title":"Establish crisis feeling and speed up development——Meditations about the blackout of Aug. 14 in UAS and Ganada","year":2003,"lang":"en","type":"article","venue":"Shanghai 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":"Blackout; Electric power system; Electricity; Grid; Electric power; Power grid; Business; Power (physics); Position (finance); Electric power industry; Computer security; Computer science; Electrical engineering; Engineering; Finance","score_opus":0.008347840978492215,"score_gpt":0.20683819666604022,"score_spread":0.198490355687548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382591503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843775,0.0059229997,0.00063979416,0.00007401652,0.0022990378,0.0002528727,0.0000051873685,0.00006346323,0.006365137],"genre_scores_gemma":[0.99926823,0.0001720698,0.00013191896,0.000057971996,0.000084423365,0.0000105288345,0.000003871432,0.000024866487,0.00024611643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989884,0.000045774414,0.00030706782,0.00016586554,0.00017610472,0.0003167941],"domain_scores_gemma":[0.9995309,0.00015590723,0.000042334374,0.00015099392,0.000047945596,0.00007188537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037859002,0.00015239164,0.00020320981,0.00021645927,0.000073534015,0.00004839243,0.000092517694,0.00007613273,0.000038192433],"category_scores_gemma":[0.00011914565,0.00012671552,0.000021989432,0.0005914028,0.000022631879,0.00011613738,0.000013442757,0.00016692733,0.0000059143476],"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":[0.00010358451,0.00029771976,0.19867525,0.0013124222,0.0011896064,0.00013273937,0.11305547,0.004523299,0.034289353,0.009266822,0.6260364,0.01111732],"study_design_scores_gemma":[0.0059661283,0.0002434442,0.22012904,0.00066310924,0.00018352826,0.00034032174,0.012074738,0.012968839,0.053211767,0.0009908655,0.6903447,0.0028835323],"about_ca_topic_score_codex":0.000093896626,"about_ca_topic_score_gemma":0.0003871253,"teacher_disagreement_score":0.10098073,"about_ca_system_score_codex":0.000049519662,"about_ca_system_score_gemma":0.00007350282,"threshold_uncertainty_score":0.5167309},"labels":[],"label_agreement":null},{"id":"W2388589704","doi":"","title":"Discussion on isolated islands operation mood in Shanghai Power Network","year":2003,"lang":"en","type":"article","venue":"Shanghai 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; Mood; Power (physics); Telecommunications; Electric power system; Business; Engineering; Electrical engineering; Psychology; Social psychology","score_opus":0.006452252404244262,"score_gpt":0.21799598823780003,"score_spread":0.21154373583355576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388589704","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":[0.21943676,0.0032375816,0.0067799995,0.00090958737,0.006137455,0.0010368646,0.000013172994,0.00064681517,0.7618018],"genre_scores_gemma":[0.98377264,0.00007542913,0.000058844053,0.0005645699,0.00022522567,0.00007488959,0.00004741801,0.00009904715,0.015081961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657136,0.0003951533,0.0006444161,0.00073560793,0.00047188558,0.0011815607],"domain_scores_gemma":[0.9988683,0.00007481011,0.00016211723,0.0006240847,0.00006320499,0.00020747351],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005797016,0.0004818083,0.0005255162,0.0004421565,0.00022948397,0.00011038848,0.00030411402,0.00044688763,0.0015137206],"category_scores_gemma":[0.000096150085,0.00032021472,0.00017090204,0.0015702046,0.000022904824,0.00025609654,0.00004393852,0.0004152889,0.00030760677],"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":[0.0022143517,0.004384133,0.011437076,0.000111192894,0.0009515671,0.0007613034,0.007867687,0.29132858,0.078185186,0.4297769,0.15295322,0.020028783],"study_design_scores_gemma":[0.01213278,0.004314703,0.008609603,0.0009330535,0.00011274908,0.0002776952,0.0008204276,0.026236782,0.020450864,0.014650182,0.9067567,0.0047044796],"about_ca_topic_score_codex":0.00046688752,"about_ca_topic_score_gemma":0.0012208895,"teacher_disagreement_score":0.7643359,"about_ca_system_score_codex":0.00029021193,"about_ca_system_score_gemma":0.00014164991,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null}]}