{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"72c41aede871","filters":{"venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University"}},"results":[{"id":"W2371654610","doi":"","title":"Design of an intelligent assist device for control of swing caused by movement and assembly of large-scale parts","year":2009,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Elevator Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Swing; Rope; Control theory (sociology); Work (physics); Acceleration; Controller (irrigation); Simulation; Movement (music); Computer science; Engineering; Control engineering; Automotive engineering; Control (management); Mechanical engineering; Artificial intelligence; Physics","authors":[{"name":"Daniel Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008070021705755463,"gpt":0.1920161931993796,"spread":0.1839461714936241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000864937,0.0002611424,0.0007653532,0.0002603733,0.00004850795,0.00001673749,0.0003059688,0.0001365375,0.000005381418],"category_scores_gemma":[0.00005103481,0.0002835958,0.0001733228,0.0001970716,0.00002956938,0.0003423867,0.00002025959,0.0002324505,1.590908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422105,"about_ca_system_score_gemma":0.0000581183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001952096,"about_ca_topic_score_gemma":0.000004848682,"domain_scores_codex":[0.9984182,0.00006066683,0.000734799,0.0001729954,0.0002894491,0.0003238595],"domain_scores_gemma":[0.99866,0.0001915516,0.000415098,0.0002372293,0.0003093701,0.0001867262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000247923,0.0002526417,0.0004858549,0.000537981,0.0005374345,0.00002731296,0.000951994,0.4057254,0.5895813,0.0006465167,0.0001790964,0.0008265381],"study_design_scores_gemma":[0.006126642,0.001165711,0.002885876,0.0008031698,0.000508932,0.00001728699,0.001029245,0.6516113,0.3331874,0.00003052099,0.0020883,0.0005455883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5151964,0.001047625,0.4831748,0.0000225669,0.0001614962,0.0002804291,0.00006657464,0.00003008614,0.00001996372],"genre_scores_gemma":[0.9956695,0.0000663798,0.004141045,0.00001459828,0.0000514848,0.000001142239,0.000004243516,0.00003010925,0.00002142681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804731,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2348666875","doi":"","title":"Application of parallel multi-grid method in computational fluid dynamics","year":2008,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Grid; Conjugate gradient method; Computer science; Parallel computing; Domain decomposition methods; Computation; Computational science; Algorithm; Grid file; Partition (number theory); Cascade; Acceleration; Grid computing; Mathematics; Geometry; Finite element method","authors":[{"name":"Minggang Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006574406270599036,"gpt":0.1910487251317126,"spread":0.1844743188611135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003808223,0.0002650766,0.0004760621,0.0006212256,0.00006183417,0.00001253549,0.0004185111,0.0001393147,0.000007131536],"category_scores_gemma":[0.00004865813,0.0003263167,0.0001950734,0.0006152412,0.00005205531,0.0003278668,0.00006752614,0.0004927171,0.000003489553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005991491,"about_ca_system_score_gemma":0.0001109288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004915029,"about_ca_topic_score_gemma":0.00003024884,"domain_scores_codex":[0.998495,0.00004369446,0.0006366476,0.000200833,0.0003472186,0.0002765412],"domain_scores_gemma":[0.9989628,0.0002299396,0.0001946743,0.0001906648,0.0002823063,0.0001395914],"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":[0.00003731515,0.0001030397,0.002360543,0.00008677228,0.00009772718,0.0001123001,0.0002303458,0.9889805,0.001876144,0.005669404,0.00004831149,0.0003975825],"study_design_scores_gemma":[0.001328731,0.0000388263,0.03052145,0.00007032396,0.00003151084,0.0001743605,0.00007096571,0.9669558,0.00007588547,0.00007658182,0.0003839347,0.0002716684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2983844,0.0001428398,0.7008869,0.00003538757,0.0002760387,0.0001076229,0.00005283969,0.00005780428,0.00005612444],"genre_scores_gemma":[0.813066,0.0001174389,0.1866207,0.000006319277,0.00006085829,7.333313e-7,0.00005915702,0.00003802587,0.00003074844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5146816,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2351531971","doi":"","title":"Improving efficiency of silicon nitride film deposition on glass","year":2009,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Silicon nitride; Materials science; Plasma-enhanced chemical vapor deposition; Silane; Electron cyclotron resonance; Substrate (aquarium); Deposition (geology); Refractive index; Thin film; Chemical vapor deposition; Nitride; Silicon oxynitride; Silicon; Analytical Chemistry (journal); Plasma; Layer (electronics); Optoelectronics; Composite material; Nanotechnology; Chemistry","authors":[{"name":"Jiang Xin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004041229218070835,"gpt":0.1556275101660406,"spread":0.1515862809479698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003506816,0.0003698663,0.0005586884,0.0008574088,0.00008569192,0.00003240889,0.0007017002,0.0002649706,0.00001536752],"category_scores_gemma":[0.0001746716,0.0004189548,0.0002832677,0.0006234898,0.00006492373,0.0004898981,0.00003752717,0.0009126838,0.000006165644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520979,"about_ca_system_score_gemma":0.00006243037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006186,"about_ca_topic_score_gemma":0.000002712831,"domain_scores_codex":[0.99827,0.00003154988,0.0006015986,0.0002413628,0.0004104412,0.0004450622],"domain_scores_gemma":[0.9988565,0.0001343783,0.0002718757,0.0004026722,0.0001799788,0.0001545572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001344787,0.000143535,0.00009603325,0.0001983183,0.0001199241,0.0003054406,0.000325254,0.5331976,0.4618015,0.001157186,0.000250146,0.002270596],"study_design_scores_gemma":[0.002953985,0.001167325,0.005695852,0.0009182788,0.000324369,0.0002528181,0.0005275733,0.2550325,0.7297823,0.00006283983,0.002193913,0.001088215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385481,0.0005803986,0.05882702,0.00007587564,0.0006442597,0.0001592196,0.00002542972,0.0005512374,0.0005884054],"genre_scores_gemma":[0.9950404,0.0001071034,0.004672997,0.00001361727,0.00008055967,3.098284e-7,0.000004005324,0.00004196618,0.00003908159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278165,"threshold_uncertainty_score":0.9998263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2382384729","doi":"","title":"Emergency recovery maneuvers for submarines with flooded compartments","year":2010,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Submarine; Marine engineering; Propeller; Ballast; Engineering; Process (computing); Nozzle; Simulation; Computer science; Aerospace engineering","authors":[{"name":"Yang Feng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004068754890362992,"gpt":0.163435838194977,"spread":0.159367083304614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004259103,0.0003786517,0.0004979419,0.0003549211,0.0001186113,0.00004232605,0.0005538733,0.0001755768,0.00008855425],"category_scores_gemma":[0.00008424265,0.0003918798,0.0002653113,0.0003364749,0.00005042776,0.000583515,0.00006316913,0.0007595199,0.000005396306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330826,"about_ca_system_score_gemma":0.00007794901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000287746,"about_ca_topic_score_gemma":0.0001250784,"domain_scores_codex":[0.9984742,0.00002079998,0.0004584223,0.0002726334,0.0002903638,0.0004835547],"domain_scores_gemma":[0.9987612,0.0001212709,0.0001838478,0.0003790406,0.0002712739,0.0002833984],"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":[0.001049221,0.0004728065,0.01136271,0.001133776,0.001680869,0.000499828,0.0007337702,0.8787413,0.09266762,0.003652246,0.006748828,0.001257045],"study_design_scores_gemma":[0.0129427,0.001415775,0.05166668,0.0004321421,0.001382706,0.0008157687,0.0006765972,0.7058721,0.02353875,0.0005701967,0.1969999,0.003686621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749848,0.00007109997,0.02081985,0.00006101597,0.002869058,0.000305126,0.00005653062,0.0002016942,0.0006308098],"genre_scores_gemma":[0.9906705,0.0001149787,0.008627862,0.000009094006,0.0002278233,0.000002427582,0.00002195403,0.00007569757,0.0002496812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1902511,"threshold_uncertainty_score":0.9998533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2384078569","doi":"","title":"Comparative study on the gust load factor in the load codes and standards of five countries","year":2010,"lang":"en","type":"article","venue":"Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wind engineering; Turbulence; Turbulence kinetic energy; Wind speed; Code (set theory); Structural engineering; Building code; Mathematics; Engineering; Meteorology; Computer science; Physics","authors":[{"name":"Wu Yue","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01026123913622941,"gpt":0.2142734169891723,"spread":0.2040121778529429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292455,0.000195479,0.0003441855,0.00006742417,0.0001841582,0.00003930641,0.0005032271,0.00005337959,0.0001142484],"category_scores_gemma":[0.0002007498,0.0001238833,0.00007332886,0.0002288564,0.0003026424,0.0002447404,0.0001564435,0.0006641098,0.000004526213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449075,"about_ca_system_score_gemma":0.00009268266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002561741,"about_ca_topic_score_gemma":0.0004244377,"domain_scores_codex":[0.998381,0.00009647346,0.000247471,0.0001675844,0.0008975916,0.0002098492],"domain_scores_gemma":[0.9989643,0.0004461812,0.0001854352,0.000212503,0.0001308258,0.0000608039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379596,0.003529284,0.4506878,0.0002319405,0.001678238,0.001295746,0.347905,0.08548798,0.07526679,0.006069367,0.02480299,0.0006653299],"study_design_scores_gemma":[0.003372684,0.001051627,0.8622342,0.0002301695,0.0001763569,0.00005954206,0.06120782,0.002284904,0.005120988,0.000047045,0.06362697,0.0005876719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997833,0.00007842264,0.0001199253,0.0003148781,0.0001451431,0.0002194289,0.00006880252,0.000009143045,0.00121125],"genre_scores_gemma":[0.9996963,0.00003846606,0.0001157459,0.00002848426,0.00004117482,5.946333e-7,2.664016e-7,0.000006811952,0.00007212796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115465,"threshold_uncertainty_score":0.5051813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}