{"meta":{"query_hash":"8c04ccec31dc","filters":{"venue":"2019 Innovations in Power and Advanced Computing Technologies (i-PACT)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/8c04ccec31dc","api":"https://metacan.xera.ac/api/v1/cohort?venue=2019+Innovations+in+Power+and+Advanced+Computing+Technologies+%28i-PACT%29"},"results":[{"id":"W2999360871","doi":"10.1109/i-pact44901.2019.8960185","title":"Performance and Control Enhancement of Two Area Load Frequency Control Using Tandem Compound Turbine","year":2019,"lang":"en","type":"article","venue":"2019 Innovations in Power and Advanced Computing Technologies (i-PACT)","topic":"Frequency Control in Power Systems","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":"Horizon College and Seminary","funders":"","keywords":"Automatic frequency control; Renewable energy; Computer science; Electric power system; Controller (irrigation); Grid; Turbine; Frequency grid; Automotive engineering; Power (physics); Control engineering; Engineering; Electrical engineering; Voltage; Telecommunications","score_opus":0.007728248404482341,"score_gpt":0.2303999486929447,"score_spread":0.22267170028846237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999360871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239707,0.0024625675,0.06942988,0.00009374387,0.000722557,0.00077310205,0.000021684002,0.0005333561,0.0019924194],"genre_scores_gemma":[0.9917057,0.00010348593,0.008061571,0.00003903069,0.000014754883,0.000018158471,0.000004939173,0.00003424557,0.000018110592],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980498,0.000024259312,0.0008443559,0.0003776355,0.00023622024,0.0004677215],"domain_scores_gemma":[0.99876946,0.00019690087,0.0002535189,0.00051572017,0.00023776971,0.000026649208],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004073137,0.00033892292,0.00065692037,0.00043923568,0.00008802308,0.000041355626,0.00029875405,0.00017204045,0.000009465736],"category_scores_gemma":[0.00011888998,0.00033467766,0.000036437454,0.0007701432,0.00020701942,0.00034331734,0.000085078005,0.00042694164,0.0000039323236],"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":[0.000051837855,0.00010667185,0.20144418,0.0003786228,0.0002553826,0.000010349443,0.00045115442,0.064605124,0.7013966,0.008857568,0.0001178689,0.022324665],"study_design_scores_gemma":[0.011078865,0.0004689511,0.010594724,0.0012136294,0.000048275015,0.000078077464,0.0005757966,0.95312303,0.017657317,0.0034945447,0.0005649311,0.0011018276],"about_ca_topic_score_codex":0.000031225674,"about_ca_topic_score_gemma":0.000007172825,"teacher_disagreement_score":0.8885179,"about_ca_system_score_codex":0.00027670813,"about_ca_system_score_gemma":0.000048834132,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W3000112538","doi":"10.1109/i-pact44901.2019.8960087","title":"Hexa Spacer Damper for Vibration Energy Decaying of 765 kV Transmission Line","year":2019,"lang":"en","type":"article","venue":"2019 Innovations in Power and Advanced Computing Technologies (i-PACT)","topic":"Vibration and Dynamic Analysis","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":"Electric power transmission; Damper; Vibration; Transmission line; Electrical conductor; Engineering; Conductor; Structural engineering; Dissipation; Power transmission; Electrical engineering; Acoustics; Power (physics); Materials science; Physics; Composite material","score_opus":0.005172642333162849,"score_gpt":0.23057497772296312,"score_spread":0.22540233538980028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000112538","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":[0.16649748,0.00027174776,0.83148545,0.0003386716,0.00013290011,0.00017069206,0.000008005527,0.00047328428,0.0006217704],"genre_scores_gemma":[0.944444,0.00011267559,0.05523478,0.000043017124,0.0000074218146,0.000009175652,0.0000491645,0.000021277805,0.00007849506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990756,0.000008007664,0.00041475924,0.00021350378,0.00009276383,0.00019535144],"domain_scores_gemma":[0.9994507,0.00009441268,0.00009551915,0.00024788405,0.00009812452,0.000013384324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012718822,0.0001553049,0.0002550021,0.0005077835,0.00006109627,0.00002195817,0.00012394274,0.00016901802,0.000012779981],"category_scores_gemma":[0.00006175407,0.00014953653,0.000045041776,0.0009175187,0.000043983204,0.00022269637,0.000045780947,0.00015721358,0.0000014451794],"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":[0.00003185221,0.0000614078,0.0025292935,0.00013672422,0.00006800055,5.9663665e-7,0.0003661108,0.5471416,0.13984393,0.053766962,0.00027426754,0.25577927],"study_design_scores_gemma":[0.00079037604,0.00008768296,0.0006918165,0.00013271085,0.000010492311,0.0000020887107,0.0008742305,0.95765674,0.031316232,0.0045462977,0.0036160436,0.0002752635],"about_ca_topic_score_codex":0.0000047310186,"about_ca_topic_score_gemma":0.0000050089343,"teacher_disagreement_score":0.77794653,"about_ca_system_score_codex":0.000045057783,"about_ca_system_score_gemma":0.0000150041615,"threshold_uncertainty_score":0.6097923},"labels":[],"label_agreement":null}]}