{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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"},"query_hash":"5dbd499d1d32","filters":{"venue":"Modern Electronics Technique"}},"results":[{"id":"W2393635157","doi":"","title":"Survey on video-based visibility detection method","year":2012,"lang":"en","type":"article","venue":"Modern Electronics Technique","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":1,"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":"Visibility; Computer science; Artificial intelligence; Computer vision; Aviation; Engineering; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02447270383638491,"gpt":0.3052135197707989,"spread":0.280740815934414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004974,0.0001475976,0.0001244469,0.000109349,0.00007429445,0.00001464839,0.0001093322,0.0001573366,0.00001103683],"category_scores_gemma":[0.00005103935,0.0001605069,0.00005510664,0.0002092333,0.000007051447,0.00006913352,0.000008514151,0.0003265851,0.00002093295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293191,"about_ca_system_score_gemma":0.00003049868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004002279,"about_ca_topic_score_gemma":0.0001453599,"domain_scores_codex":[0.9990658,0.00008850366,0.0001854068,0.0001806469,0.0001101813,0.0003694837],"domain_scores_gemma":[0.9992541,0.0001448854,0.00002658042,0.0004328544,0.00006285278,0.00007871742],"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":[0.00003655179,0.0001793005,0.0008503727,0.00002790483,0.0000272412,6.260076e-8,0.00006534552,0.6354678,0.2717649,0.001471523,0.0001975428,0.08991148],"study_design_scores_gemma":[0.00008759494,0.00002621527,0.00181064,0.000003588036,0.000005680768,5.880471e-7,3.175573e-7,0.701423,0.2931756,0.001951441,0.001378977,0.0001363873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03387985,0.0002039149,0.9638486,0.00002058474,0.00004496643,0.0004206171,0.000009957612,0.001197803,0.0003737145],"genre_scores_gemma":[0.986973,0.00001082415,0.01249245,0.0000942451,0.00003388628,0.0002912914,0.00003665709,0.00005067145,0.00001699351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9530931,"threshold_uncertainty_score":0.6545281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2347539015","doi":"","title":"Design of a Meter Reading Instrument Based on Embedded TCP/IP","year":2008,"lang":"en","type":"article","venue":"Modern Electronics Technique","topic":"IoT-based Smart Home Systems","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":"Automatic meter reading; The Internet; Reading (process); Internet protocol suite; Metre; Computer science; Embedded system; Quarter (Canadian coin); Operating system; Data collection; Computer hardware","retraction":null,"screen_n_in":null,"score":{"opus":0.01644671576057665,"gpt":0.2065997030960458,"spread":0.1901529873354692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004535067,0.0002970348,0.000382488,0.0003401899,0.00007216084,0.00001063299,0.0002730871,0.000221777,0.00001331269],"category_scores_gemma":[0.00001995693,0.0003087225,0.0001090667,0.0002922348,0.00003666734,0.00007986926,0.00001832396,0.000427863,0.0000119534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861242,"about_ca_system_score_gemma":0.0001569576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001083409,"about_ca_topic_score_gemma":0.000002866854,"domain_scores_codex":[0.9983175,0.00009735295,0.000412648,0.0002881872,0.0002944867,0.0005898657],"domain_scores_gemma":[0.9991033,0.00008519532,0.00007790005,0.0006096374,0.00005250908,0.0000714444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008630213,0.0001054321,0.00007074168,0.0001472525,0.00007576257,0.0000199076,0.0003934554,0.2966173,0.6989335,0.0004972859,0.0008255097,0.002227545],"study_design_scores_gemma":[0.0002447342,0.0002591969,0.000006050958,0.00006287909,0.000009133213,0.00001996313,0.000002400429,0.454531,0.5439948,0.0004074271,0.0002526841,0.0002097211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04101581,0.0001526569,0.9553865,0.00001471326,0.00007244181,0.0009480127,0.000004688224,0.00079553,0.001609641],"genre_scores_gemma":[0.9732067,0.00004698982,0.02610208,0.00004331607,0.00002936829,0.0003914109,0.000009589127,0.0001129839,0.00005753393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9321909,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2385184619","doi":"","title":"Parameter design of FMCW SAR system applied to disaster imaging","year":2015,"lang":"en","type":"article","venue":"Modern Electronics Technique","topic":"Advanced SAR Imaging Techniques","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":"Université du Québec","funders":"","keywords":"Synthetic aperture radar; Computer science; Radar imaging; Power (physics); Remote sensing; Process (computing); Systems design; Population; Real-time computing; SIGNAL (programming language); Continuous-wave radar; Radar; Electronic engineering; Engineering; Computer vision; Geology; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.01521722234408785,"gpt":0.2353027995963479,"spread":0.2200855772522601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000468327,0.0003087563,0.0003766541,0.0002326806,0.00002811311,0.00002799868,0.0004341657,0.0001068202,0.000001382372],"category_scores_gemma":[0.00003066416,0.0003285698,0.00005903833,0.0002678277,0.00003850244,0.0001261935,0.00009808123,0.0003485903,0.00001381339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007208253,"about_ca_system_score_gemma":0.00006487451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005040342,"about_ca_topic_score_gemma":0.000001167426,"domain_scores_codex":[0.9984092,0.00003960844,0.0003805549,0.0003260509,0.0002271179,0.0006174838],"domain_scores_gemma":[0.9989702,0.00005267937,0.0000625643,0.0006882072,0.00008057095,0.0001458521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009410795,0.00005675712,0.00006423487,0.0002397903,0.00006402301,0.00001225154,0.0008969905,0.1259156,0.8278951,0.008475211,0.004027457,0.03225843],"study_design_scores_gemma":[0.0001808653,0.00007689963,0.000001471334,0.00009210855,0.00002031248,0.00004374887,0.00003625887,0.2328363,0.7370746,0.02668662,0.002514559,0.0004362338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001659862,0.0004570289,0.9909896,0.00003140697,0.00004155958,0.001204748,0.000005709663,0.003163964,0.00244616],"genre_scores_gemma":[0.6609573,0.000008690558,0.338565,0.00004355586,0.00001891777,0.0002810565,0.000003510912,0.0001080204,0.00001392968],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6592975,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353911217","doi":"","title":"Research and Application of Emu Breeding Management Information Platform Based on RFID","year":2008,"lang":"en","type":"article","venue":"Modern Electronics Technique","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Construct (python library); Sociality; Computer science; Identification (biology); Enterprise management; Systems engineering; Engineering; Process management; Computer network; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02659073002192583,"gpt":0.2576482793872113,"spread":0.2310575493652855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813466,0.00008270769,0.00009523315,0.00004955137,0.0001919317,0.0000135691,0.0001779632,0.00009814514,0.000006444116],"category_scores_gemma":[0.00001270197,0.00004045182,0.00002518501,0.000339249,0.00008858684,0.0001620506,0.00005060467,0.0002313824,0.000002589959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231089,"about_ca_system_score_gemma":0.00001187882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006942199,"about_ca_topic_score_gemma":0.00007021393,"domain_scores_codex":[0.9990681,0.00002484504,0.0001845494,0.0001731119,0.0002856905,0.0002636774],"domain_scores_gemma":[0.9996114,0.00009403327,0.00005686075,0.00009835765,0.0001022367,0.00003715938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004342557,0.0006190717,0.007217775,0.000177382,0.00002268893,0.000001739183,0.000341653,0.0005838738,0.4338329,0.03292196,0.0004025457,0.5234442],"study_design_scores_gemma":[0.0008097721,0.008528304,0.08540671,0.0001045165,0.00001516441,0.00003680096,0.0003418636,0.2031197,0.5370694,0.146516,0.01724611,0.0008057587],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738763,0.00004164496,0.02168455,0.0005409078,0.000005458116,0.001165116,0.00001179099,0.0001239363,0.002550295],"genre_scores_gemma":[0.9986337,0.00005710289,0.0009788296,0.00003852628,0.00001112444,0.0002231899,0.0000424425,9.095336e-7,0.00001417141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5226384,"threshold_uncertainty_score":0.1649577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}