{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9da4d0e117fd","filters":{"venue":"Nanfang dianwang jishu"}},"results":[{"id":"W2394164044","doi":"","title":"Advanced Metering Infrastructure","year":2009,"lang":"en","type":"article","venue":"Nanfang dianwang jishu","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":160,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Smart grid; Smart meter; Automatic meter reading; Metering mode; Telecommunications; Automation; Visibility; Telecommunications network; Asset management; Engineering; Process (computing); Grid; Electric power system; Energy management system; Systems engineering; Computer science; Energy management; Electrical engineering; Power (physics); Energy (signal processing); Wireless; Business","authors":[{"name":"Wenpeng Luan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002309198549505185,"gpt":0.1880696133992317,"spread":0.1857604148497265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007780934,0.0006836668,0.0003659783,0.001563439,0.0007987638,0.002308629,0.001288973,0.001040306,0.04490781],"category_scores_gemma":[0.00175603,0.0002780813,0.000357447,0.002661958,0.000397678,0.003650762,0.002616507,0.001341499,0.02229736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393002,"about_ca_system_score_gemma":0.001904525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968081,"about_ca_topic_score_gemma":0.001462152,"domain_scores_codex":[0.9991043,0.0001189667,0.00006275824,0.0001490357,0.0004151179,0.0001497663],"domain_scores_gemma":[0.9987311,0.0001103185,0.0001133737,0.0003032952,0.0005830005,0.0001588812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001929123,0.0001272842,0.003596561,0.0006613274,0.00005639806,0.0003387943,0.0002529464,0.007403501,0.0105754,0.1882949,0.2453305,0.5431695],"study_design_scores_gemma":[0.00003010854,0.00009292719,0.00170073,0.0001046647,0.00002420563,0.0002863257,0.00007968833,0.007148262,0.003489938,0.0186427,0.9683704,0.00003010722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01662272,0.006931781,0.1923076,0.008634279,0.002674876,0.0007008385,0.006313608,0.01519486,0.7506195],"genre_scores_gemma":[0.5388131,0.01378698,0.1082926,0.003079336,0.001604193,0.0006246846,0.0127576,0.0008594571,0.320182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04490781,"threshold_uncertainty_score":0.1502316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356238241","doi":"","title":"Overview of Foreign Nuclear Power Plants in Load-Following","year":2011,"lang":"en","type":"article","venue":"Nanfang dianwang jishu","topic":"High-Voltage Power Transmission Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nuclear power; Base load power plant; Nuclear power plant; Electric power system; Power (physics); Engineering; Nuclear engineering; Electrical engineering; Reliability engineering; Nuclear physics; Physics","authors":[{"name":"Yun Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03218817731367476,"gpt":0.2348004654628456,"spread":0.2026122881491708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002377944,0.0003492584,0.0001731167,0.002679023,0.0004556314,0.001341735,0.0002611298,0.0003905059,0.006905224],"category_scores_gemma":[0.0002173641,0.0001634766,0.0002822544,0.004208552,0.0001373838,0.001445106,0.0003333916,0.0003375656,0.001459525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247882,"about_ca_system_score_gemma":0.0009030014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005794604,"about_ca_topic_score_gemma":0.006665268,"domain_scores_codex":[0.9998834,0.00001789214,0.00001488651,0.00002118973,0.00004278375,0.00001981617],"domain_scores_gemma":[0.9998112,0.00003716618,0.00003543165,0.000008278805,0.00008442876,0.0000235665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001302684,0.000129903,0.01169688,0.00273774,0.00003834191,0.0006629897,0.0004603442,0.005297465,0.003030458,0.02979384,0.02989398,0.9161279],"study_design_scores_gemma":[0.000005592194,0.0002048989,0.02554531,0.0007347406,0.00006534089,0.001050584,0.0006849459,0.003221155,0.001693635,0.005409989,0.9613517,0.00003214856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05152703,0.5232291,0.0226233,0.002818399,0.001894052,0.00015228,0.000901926,0.0004095098,0.3964445],"genre_scores_gemma":[0.2484831,0.6286407,0.01080442,0.0007821656,0.001847345,0.00006978925,0.002011658,0.00005952354,0.1073013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006905224,"threshold_uncertainty_score":0.02310032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2348924996","doi":"","title":"SSN-Based RT-LAB Simulation of MMC-HVDC System","year":2015,"lang":"en","type":"article","venue":"Nanfang dianwang jishu","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Solver; Engineering; Field-programmable gate array; State space; Microsecond; State (computer science); Electronic engineering; Simulation; Computer science; Embedded system; Physics","authors":[{"name":"Weihu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041402717650849,"gpt":0.2325848879540537,"spread":0.2121708607775452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633054,0.0005183496,0.0005779039,0.0002853402,0.0003563109,0.0005227971,0.000942264,0.0005797731,0.006087543],"category_scores_gemma":[0.0006214962,0.0002678202,0.0005350992,0.0002259625,0.0003885807,0.0006100484,0.0004291587,0.0005641282,0.0005761214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499642,"about_ca_system_score_gemma":0.0008215006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014148,"about_ca_topic_score_gemma":0.004911943,"domain_scores_codex":[0.999836,0.0000522874,0.000008131906,0.00002214326,0.00005651179,0.00002502139],"domain_scores_gemma":[0.999733,0.00009432605,0.00003361523,0.00003241796,0.00008396721,0.00002259977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003088712,0.00001103544,0.0002558754,0.00002165457,0.000006356302,0.00003230263,0.00001828718,0.9949078,0.001170206,0.001181848,0.000248309,0.002115482],"study_design_scores_gemma":[0.00000572684,0.000007946206,0.00003875796,0.000001494092,0.000001731197,0.000004445544,0.000003383273,0.9989346,0.0004826898,0.0001565531,0.0003610046,0.000001759457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1747456,0.0002250548,0.7646932,0.0002832044,0.0001421693,0.0001862623,0.0009551815,0.004717755,0.05405154],"genre_scores_gemma":[0.9607128,0.0001517935,0.03240673,0.00004556985,0.00001566761,0.0002119347,0.0003668134,0.0002065896,0.005882076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014148,"threshold_uncertainty_score":0.02036488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}