{"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"},"query_hash":"3f3f895e91de","filters":{"venue":"Microcomputer Information"}},"results":[{"id":"W2392880880","doi":"","title":"Design of Data Management System for Satellite Earth Station Based on Socket","year":2010,"lang":"en","type":"article","venue":"Microcomputer Information","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","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":"Computer science; Software; Operating system; Reliability (semiconductor); Mode (computer interface); Embedded system; Real-time computing; Satellite","retraction":null,"screen_n_in":null,"score":{"opus":0.03038137928832742,"gpt":0.283077722749171,"spread":0.2526963434608436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003262622,0.0001035572,0.00009745811,0.0001703235,0.00009908755,0.0001120513,0.0008815543,0.00004222202,8.519999e-7],"category_scores_gemma":[0.000001819028,0.0001007984,0.00002769707,0.0002103651,0.00001499359,0.001467054,0.0001547098,0.00007017839,0.00001995663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937482,"about_ca_system_score_gemma":0.00003146891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001468032,"about_ca_topic_score_gemma":3.485366e-7,"domain_scores_codex":[0.999117,0.00001662142,0.0003609066,0.0001907364,0.0001864052,0.0001283495],"domain_scores_gemma":[0.9987806,0.0001107489,0.0002394231,0.0006677949,0.0001692666,0.00003217644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002026462,0.00004809916,0.000004446919,0.0001877441,0.00001156027,2.246006e-7,0.0001751711,0.04690137,0.001352115,0.1567417,0.0007498469,0.7938074],"study_design_scores_gemma":[0.0003497763,0.00005915277,0.0001883411,0.00003100283,0.000004456888,0.000002359396,0.000007021588,0.9275392,0.008969164,0.001778497,0.06096346,0.0001075335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001475073,0.000001892246,0.9979765,0.0002020459,0.00008789457,0.0009767226,0.00004942918,0.0002077388,0.0003502994],"genre_scores_gemma":[0.05124302,0.0000020698,0.9478491,0.000321817,0.00002713123,0.0001076665,0.0004371995,0.000004902719,0.000007077431],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8806379,"threshold_uncertainty_score":0.4110441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2364717560","doi":"","title":"Task Partitioning Algorithm based on Subnet Elimination for Parallel Network Simulation","year":2010,"lang":"en","type":"article","venue":"Microcomputer Information","topic":"Simulation and Modeling Applications","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":"Subnet; Computer science; Network topology; Topology (electrical circuits); Task (project management); Parallel computing; Algorithm; Logical topology; Mathematics; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.007713124270683287,"gpt":0.229576992418947,"spread":0.2218638681482637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001773132,0.0001274517,0.00008910441,0.000129272,0.0001706125,0.0001235812,0.00008629911,0.0001108231,0.00001667066],"category_scores_gemma":[0.000007660126,0.0001425137,0.00005380037,0.0001421043,0.0000100994,0.0005201891,0.000007494392,0.0001348379,0.00008678655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003865839,"about_ca_system_score_gemma":0.00001368258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001787889,"about_ca_topic_score_gemma":0.000003014003,"domain_scores_codex":[0.9992651,0.000007084485,0.0003278501,0.00009400627,0.0001183761,0.0001876172],"domain_scores_gemma":[0.9994378,0.0001194411,0.00007021012,0.0001700789,0.0001537622,0.00004867613],"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":[0.000005591141,0.000008785699,0.00001738797,0.00001561861,0.000004194917,1.567954e-8,0.0001059623,0.881625,0.000135523,0.0007024767,0.002225822,0.1151536],"study_design_scores_gemma":[0.0005391011,0.00001909992,0.0007443335,0.00001202339,0.000007282656,4.498292e-7,0.000004438013,0.8929456,0.0002877058,0.0003565976,0.1049395,0.000143799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005595266,0.000002682639,0.9923291,0.0001149685,0.0003592327,0.0005713835,0.00002583266,0.0004386747,0.0005628412],"genre_scores_gemma":[0.7290525,8.948707e-7,0.2687985,0.0005140047,0.000301093,0.0001662743,0.001142831,0.0000153095,0.000008583364],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7235307,"threshold_uncertainty_score":0.5811542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2387278070","doi":"","title":"A kind of Management Information System for Intelligent Residential Quarter","year":2009,"lang":"en","type":"article","venue":"Microcomputer Information","topic":"Advanced Computational Techniques and Applications","field":"Computer 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":"Quarter (Canadian coin); Computer science; Delphi; Database; Property management; Sql server; Management system; Delphi method; SQL; Knowledge base; Service (business); Residence; World Wide Web; Artificial intelligence; Operating system; Operations management; Business; Real estate","retraction":null,"screen_n_in":null,"score":{"opus":0.007429801693557307,"gpt":0.2450135375488731,"spread":0.2375837358553158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536571,0.0001138671,0.0001226112,0.0002767203,0.00009739181,0.0001750339,0.0004908495,0.00004663126,8.47111e-7],"category_scores_gemma":[0.000001210071,0.0001131887,0.00008055653,0.0002753705,0.00001057697,0.002965095,0.00007998489,0.00004676991,0.00003812588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007796245,"about_ca_system_score_gemma":0.00001817479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002113142,"about_ca_topic_score_gemma":1.076693e-7,"domain_scores_codex":[0.9989177,0.000009897122,0.0006140412,0.0001033706,0.0002002785,0.0001547375],"domain_scores_gemma":[0.9990903,0.00001946414,0.000323574,0.0002745882,0.0002544268,0.00003770236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001739626,0.00002500362,0.000003439211,0.0001551062,0.00001488352,1.700782e-7,0.001187364,0.004298668,0.00007640901,0.4762641,0.00373784,0.5142196],"study_design_scores_gemma":[0.0021064,0.0006215872,0.003728293,0.0003178155,0.00003538315,0.00006613356,0.0004069396,0.5665981,0.04527694,0.04586118,0.3342243,0.0007569094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000813773,0.00000475067,0.996125,0.0005291098,0.00009120467,0.000843723,0.00001023548,0.0002250048,0.00135715],"genre_scores_gemma":[0.3541143,0.000002620315,0.6451569,0.0005234068,0.00003198745,0.00008405397,0.00007934576,0.000001860287,0.000005556738],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5622995,"threshold_uncertainty_score":0.4615701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356867728","doi":"","title":"Task Partitioning Algorithm based on Rollback for Parallel Network Simulation","year":2011,"lang":"en","type":"article","venue":"Microcomputer Information","topic":"Simulation and Modeling Applications","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":"Computer science; Subnet; Rollback; Metis; Partition (number theory); Parallel computing; Graph partition; Task (project management); Router; Network simulation; Distributed computing; Graph; Theoretical computer science; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.02363118122621444,"gpt":0.2246242350695114,"spread":0.200993053843297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100688,0.0001154049,0.00008730505,0.00009141052,0.0001218928,0.00005529044,0.00007811991,0.00007205671,0.00002302036],"category_scores_gemma":[0.000002536745,0.0001256338,0.00005566042,0.0001176486,0.000007419795,0.0004344869,0.000007547373,0.0000634602,0.0001430993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004422636,"about_ca_system_score_gemma":0.000009830178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002527471,"about_ca_topic_score_gemma":6.983491e-7,"domain_scores_codex":[0.9993515,0.000007238444,0.0003042047,0.00007913831,0.0000807796,0.000177115],"domain_scores_gemma":[0.9995984,0.0000550861,0.00005626954,0.0001507464,0.00009421406,0.00004528999],"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":[0.00001012892,0.00001010664,0.0000249843,0.00001470004,0.000006844366,2.541371e-8,0.0003592857,0.931876,0.000006210549,0.0002642948,0.002176767,0.06525064],"study_design_scores_gemma":[0.0005837049,0.0000255429,0.0004358699,0.00001850676,0.00000772051,2.864802e-7,0.000007214144,0.9480602,0.0001453888,0.0004611003,0.05011761,0.0001368951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001368192,0.000006302947,0.9958283,0.00001895675,0.0001501769,0.0004988798,0.0000174857,0.0004060935,0.001705641],"genre_scores_gemma":[0.5798978,0.000001420369,0.4186416,0.0006846929,0.0001537518,0.0001555046,0.0004396499,0.00001553358,0.00001004407],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5785296,"threshold_uncertainty_score":0.5123197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2368550378","doi":"","title":"Modeling of X-Y positioning stage based on nonsmooth neural network","year":2008,"lang":"en","type":"article","venue":"Microcomputer Information","topic":"Industrial Technology and Control Systems","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":"Computer science; Artificial neural network; Nonlinear system; Table (database); Stage (stratigraphy); Work (physics); Algorithm; Artificial intelligence; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.01004514562895095,"gpt":0.1762878037074382,"spread":0.1662426580784872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008294929,0.00008397029,0.0001152789,0.0001055709,0.00008634511,0.0000130439,0.00008777371,0.0001122939,0.000005999846],"category_scores_gemma":[0.000001139079,0.00008557277,0.000039564,0.0001012923,0.00001138497,0.0003149224,0.000009559939,0.0001444366,0.00002577613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003157998,"about_ca_system_score_gemma":0.000009992827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001018452,"about_ca_topic_score_gemma":6.78852e-7,"domain_scores_codex":[0.9994447,0.00001080218,0.000286751,0.00003994142,0.0000768113,0.0001410444],"domain_scores_gemma":[0.9997873,0.00001350673,0.00004206817,0.0001058554,0.0000353275,0.00001599572],"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":[0.00001254605,0.000003230563,0.00009668864,0.00001757449,0.000007866885,7.079536e-7,0.0001219505,0.9946685,0.0001354263,0.0001711528,0.000334312,0.004429979],"study_design_scores_gemma":[0.0004642062,0.00003389121,0.0000742763,0.00003580083,0.000002645071,0.000005886419,0.000009215049,0.997289,0.0008043234,0.000007691157,0.001193017,0.00008004162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3548538,0.00001999972,0.641672,0.00002997215,0.0002700627,0.0002056487,0.000006796615,0.0003202147,0.002621548],"genre_scores_gemma":[0.9964656,0.000001192421,0.003242888,0.000131881,0.000105626,0.00000889917,0.00003235188,0.000005892428,0.000005660528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6416118,"threshold_uncertainty_score":0.3489556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}