{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"47abf8ebebff","filters":{"venue":"EURASIP Journal on Embedded Systems"}},"results":[{"id":"W2097394791","doi":"10.1186/1687-3963-2013-5","title":"FPGA based wireless sensor node with customizable event-driven architecture","year":2013,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Embedded system; Field-programmable gate array; Interrupt; Wireless sensor network; Modular design; Event (particle physics); Overhead (engineering); Sensor node; Node (physics); Event monitoring; Network packet; Key distribution in wireless sensor networks; Wireless; Real-time computing; Computer network; Wireless network; Operating system; Microcontroller","retraction":null,"screen_n_in":null,"score":{"opus":0.00922321415252499,"gpt":0.2151537474208337,"spread":0.2059305332683087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007358264,0.0005673602,0.0006813444,0.0004495973,0.0005045237,0.001283487,0.001652042,0.000213515,0.00006077909],"category_scores_gemma":[0.00004686557,0.0003980956,0.0002256301,0.0008300997,0.0000932894,0.0005458235,0.0001014539,0.001198566,0.0004227964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263854,"about_ca_system_score_gemma":0.0002048672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004574331,"about_ca_topic_score_gemma":0.000005818584,"domain_scores_codex":[0.9949611,0.001020955,0.0008248805,0.0007551212,0.00138792,0.001050003],"domain_scores_gemma":[0.9964703,0.0004577034,0.000739721,0.001212619,0.000491158,0.0006284946],"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":[0.00004685155,0.0001555565,0.0003521536,0.00003480725,0.00007516119,0.0003376561,0.0003241988,0.9899058,0.00202801,0.0009060479,0.003771701,0.002062004],"study_design_scores_gemma":[0.001770676,0.0004129846,0.0002334872,0.0007553474,0.00002088992,0.001482317,0.0002312278,0.9892682,0.001535176,0.00001998397,0.003603642,0.0006660374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2121129,0.0001674388,0.7803196,0.001203989,0.002073628,0.0006040453,0.000003692877,0.0003638707,0.003150891],"genre_scores_gemma":[0.9790413,0.00001218874,0.01804558,0.000696741,0.0007496337,0.00004926392,0.000004359078,0.00008947375,0.001311428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7669285,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096653575","doi":"10.1186/1687-3963-2012-10","title":"An advanced physiological data logger for medical imaging applications","year":2012,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"USB; Computer science; Data logger; Bluetooth; Computer hardware; Wireless; Embedded system; Interface (matter); Telemetry; Software; Operating system; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.0332560714651991,"gpt":0.3165872459398408,"spread":0.2833311744746417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144054,0.0002364089,0.0003426698,0.00008715538,0.0002042022,0.0001159018,0.0009303332,0.0001360714,0.00005228019],"category_scores_gemma":[0.0001178804,0.0001898519,0.00007390625,0.0001408538,0.00004555753,0.0007108556,0.00005327147,0.0005843564,0.00007758907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009316071,"about_ca_system_score_gemma":0.00002890174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.490297e-7,"about_ca_topic_score_gemma":4.770004e-7,"domain_scores_codex":[0.9979545,0.0001650212,0.0005486802,0.0002578256,0.0004513626,0.0006226025],"domain_scores_gemma":[0.9981332,0.0002733097,0.0001281279,0.0008027833,0.00007845296,0.0005840677],"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":[0.0002369553,0.001304258,0.004674533,0.0006099911,0.0006171825,0.0001193562,0.001334363,0.4967487,0.03527586,0.01080265,0.1963079,0.2519682],"study_design_scores_gemma":[0.0009412865,0.00006607963,0.001343358,0.00022134,0.00003834944,0.0006512422,0.0006798183,0.9189016,0.0001181307,0.00007960742,0.07647132,0.0004879197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07857721,0.00702734,0.9034997,0.0002124576,0.005932352,0.00131122,0.0001302702,0.0008401052,0.002469341],"genre_scores_gemma":[0.9926302,0.0001220005,0.001291853,0.0001113164,0.005489124,0.0001314845,0.0001257629,0.00007425863,0.00002400656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.914053,"threshold_uncertainty_score":0.7741935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029922782","doi":"10.1155/es/2006/81309","title":"FPGA-Based Communications Receivers for Smart Antenna Array Embedded Systems","year":2006,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CMC Microsystems (Canada); Queen's University","funders":"","keywords":"Field-programmable gate array; Computer science; Embedded system; Smart antenna; Antenna (radio); Computer hardware; Telecommunications; Directional antenna","retraction":null,"screen_n_in":null,"score":{"opus":0.02415115644641151,"gpt":0.2407448544014105,"spread":0.216593697954999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001145571,0.0003818956,0.0005401314,0.0003362052,0.0004630327,0.0004372125,0.0005719102,0.0002142731,0.00001700416],"category_scores_gemma":[0.000128018,0.0003590818,0.0002572002,0.0004046457,0.00006604599,0.0002812159,0.00001258978,0.0004963324,0.0001193491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258044,"about_ca_system_score_gemma":0.0001046235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002134493,"about_ca_topic_score_gemma":0.000009750892,"domain_scores_codex":[0.9972681,0.0004712461,0.001009201,0.0002707672,0.0004400305,0.0005406136],"domain_scores_gemma":[0.9976053,0.0004816849,0.0003512428,0.0008331207,0.0005160983,0.0002125927],"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":[0.0001575168,0.0002135056,0.0003217512,0.0004244642,0.0002389317,0.00006157324,0.0003785295,0.914494,0.03157086,0.002818918,0.04904436,0.0002755647],"study_design_scores_gemma":[0.001730306,0.0001381837,0.00008766785,0.0006451753,0.0000870029,0.0003245079,0.001272037,0.9675179,0.0009273664,0.00006637233,0.02666435,0.0005391691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00250387,0.003622849,0.975859,0.0002375122,0.004593999,0.001047693,0.0001125286,0.0005882685,0.01143426],"genre_scores_gemma":[0.9920241,0.0002604444,0.004410958,0.00008499292,0.0007673198,0.0001018262,0.0001477797,0.0001478646,0.002054704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9895203,"threshold_uncertainty_score":0.9998861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101665637","doi":"10.1155/2009/897023","title":"Prototyping Advanced Control Systems on FPGA","year":2009,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Field-programmable gate array; Rapid prototyping; Embedded system; Control (management); Computer architecture; Artificial intelligence; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0102787278362893,"gpt":0.2399715436681797,"spread":0.2296928158318904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001231213,0.0005092197,0.0008800919,0.0003844788,0.0002671197,0.0006980822,0.0003712566,0.0002102656,0.00002778679],"category_scores_gemma":[0.0001121297,0.0004182056,0.0002637717,0.0002894009,0.00001638949,0.0004151294,0.000004372022,0.0007549572,0.000525718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517794,"about_ca_system_score_gemma":0.00004152994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004166514,"about_ca_topic_score_gemma":3.222539e-7,"domain_scores_codex":[0.9962684,0.0005139266,0.001301745,0.0003463871,0.0008775849,0.0006919538],"domain_scores_gemma":[0.9981894,0.0002437813,0.0003999504,0.0005271842,0.0002164979,0.0004231585],"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":[0.0002494269,0.00006076065,0.00003922056,0.00009653946,0.0001427231,0.0001123806,0.0002207741,0.9821606,0.004765387,0.001892894,0.002017132,0.008242126],"study_design_scores_gemma":[0.007601135,0.001309705,0.0009442967,0.002308484,0.00005502646,0.000851732,0.001004709,0.9297998,0.0002874498,0.00005735718,0.05480148,0.0009788333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3789571,0.0205247,0.1127129,0.00114529,0.04649678,0.02056548,0.0001053685,0.00574162,0.4137508],"genre_scores_gemma":[0.9968812,0.00005773409,0.00001874358,0.0001913503,0.00174939,0.0001133196,0.000004220104,0.00008830507,0.0008957026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6179242,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983401232","doi":"10.1155/2007/62616","title":"GPS/Low-Cost IMU/Onboard Vehicle Sensors Integrated Land Vehicle Positioning System","year":2007,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Inertial measurement unit; Global Positioning System; Computer science; Precision Lightweight GPS Receiver; Assisted GPS; Remote sensing; Real-time computing; Computer vision; Telecommunications; Gps receiver; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.009103567459988143,"gpt":0.2302835808805578,"spread":0.2211800134205697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001340785,0.0003402665,0.0004326178,0.0003025054,0.0003552573,0.0003233011,0.0002062404,0.0002185068,0.00002219766],"category_scores_gemma":[0.00006153591,0.000296471,0.0001656745,0.0004778323,0.00002699679,0.0003005761,0.00001180569,0.0008317652,0.0003644114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330351,"about_ca_system_score_gemma":0.00002337762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006468812,"about_ca_topic_score_gemma":0.000008345851,"domain_scores_codex":[0.9973809,0.000230626,0.0009283181,0.0002390444,0.0005808251,0.0006402495],"domain_scores_gemma":[0.9987345,0.0001849262,0.0002160217,0.0002600586,0.0002608692,0.0003435836],"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":[0.0006108935,0.000132965,0.009310057,0.0006283403,0.0004111464,0.001918295,0.002878445,0.6529103,0.3210106,0.001054681,0.003548651,0.005585621],"study_design_scores_gemma":[0.005303763,0.0004891715,0.01669749,0.005004035,0.0001786177,0.004241527,0.01022055,0.7993731,0.150076,0.00001842837,0.006499822,0.001897504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817433,0.0003069039,0.005879716,0.00002844582,0.003604164,0.0003698262,0.00002140201,0.0005432334,0.007502977],"genre_scores_gemma":[0.9980516,0.00001956982,0.0001084299,0.00003616415,0.001445763,0.000006920628,0.00002623483,0.00009431714,0.0002109621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709346,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063078567","doi":"10.1155/2011/270908","title":"A DVP-Based Bridge Architecture to Randomly Access Pixels of High-Speed Image Sensors","year":2011,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Computer science; Bridge (graph theory); Pixel; Architecture; Image (mathematics); Computer vision; Artificial intelligence; Computer architecture","retraction":null,"screen_n_in":null,"score":{"opus":0.02995032319000388,"gpt":0.2578626071212084,"spread":0.2279122839312045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007117813,0.0004052623,0.000749027,0.000527831,0.0001017133,0.0002096238,0.000586848,0.0001063102,0.0001109006],"category_scores_gemma":[0.0001595745,0.0003373866,0.0002646336,0.0004355418,0.00005466721,0.0002049324,0.00002988305,0.0006406909,0.0001234399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009547071,"about_ca_system_score_gemma":0.00004419909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008522742,"about_ca_topic_score_gemma":0.000003972021,"domain_scores_codex":[0.997439,0.0002908202,0.0008605091,0.0002795327,0.0005866336,0.000543463],"domain_scores_gemma":[0.9984666,0.0001921359,0.0002475392,0.0004956823,0.0002066309,0.0003914688],"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":[0.002056762,0.0003391972,0.001201349,0.000908266,0.000686914,0.001233914,0.009184966,0.7966949,0.158944,0.0002705595,0.02513633,0.003342901],"study_design_scores_gemma":[0.04932456,0.00299174,0.07803367,0.009616721,0.000941866,0.007865725,0.003476727,0.1322569,0.6816652,0.0007708848,0.02561118,0.00744476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720454,0.0001775919,0.01912083,0.0001310405,0.002286401,0.0005013493,0.00005096539,0.0002817471,0.005404642],"genre_scores_gemma":[0.9983248,0.00001234328,0.0006709916,0.0001233339,0.0005063115,0.000007247596,0.000003592595,0.0001146118,0.0002367968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6644379,"threshold_uncertainty_score":0.9999078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581712502","doi":"10.1186/s13639-016-0067-1","title":"Low-level trace correlation on heterogeneous embedded systems","year":2017,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tracing; Debugging; Computer science; TRACE (psycholinguistics); Synchronization (alternating current); Embedded system; Distributed computing; State (computer science); Operating system; Channel (broadcasting); Programming language; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.04755264876627958,"gpt":0.2980615605610974,"spread":0.2505089117948179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002436987,0.0004552086,0.0006062343,0.000382175,0.001683184,0.003479081,0.0024547,0.000255034,0.000007145954],"category_scores_gemma":[0.0004642738,0.000387886,0.0002482909,0.0001784628,0.00006403892,0.0008172895,0.0001556328,0.0007773685,0.0003103469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480001,"about_ca_system_score_gemma":0.0001294285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001933438,"about_ca_topic_score_gemma":9.404505e-7,"domain_scores_codex":[0.9956258,0.0009467248,0.00104328,0.0006674989,0.001112759,0.0006039473],"domain_scores_gemma":[0.9953021,0.0003316773,0.001737389,0.001819422,0.0004295913,0.0003798156],"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":[0.00008998556,0.0002946953,0.0002580472,0.0000813948,0.0001064798,0.0005047201,0.001234572,0.9643105,0.0003729939,0.01212178,0.01242882,0.008195955],"study_design_scores_gemma":[0.0009504037,0.00058576,0.0004467231,0.0008647392,0.00001580759,0.00172444,0.00009450384,0.9909338,0.001109136,0.0001981801,0.0024914,0.0005851323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02248945,0.0004624904,0.9587856,0.0002741402,0.008455844,0.000573585,0.000009625802,0.0005862399,0.008363047],"genre_scores_gemma":[0.9920464,0.00006221497,0.004528291,0.0001395047,0.0008966931,0.00002338922,0.00000360311,0.00005080755,0.002249139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9695569,"threshold_uncertainty_score":0.9998573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883343776","doi":"10.1186/s13639-018-0086-1","title":"A novel power model for future heterogeneous 3D chip-multiprocessors in the dark silicon age","year":2018,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Chip; Interconnection; Cache; Very-large-scale integration; Exploit; Power consumption; Power (physics); Embedded system; Hierarchy; Computer architecture; Memory hierarchy; Silicon chip; Parallel computing; Silicon; Telecommunications; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.03164740645985994,"gpt":0.2928438131473978,"spread":0.2611964066875379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001952379,0.0002539521,0.0003014178,0.0002298505,0.0003914485,0.0006397493,0.001570961,0.0001299191,0.000001143659],"category_scores_gemma":[0.0001605002,0.0001690653,0.0001362804,0.0003876127,0.00004779384,0.0003117485,0.00006874408,0.0003844054,0.00001057125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007582056,"about_ca_system_score_gemma":0.00008643767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004094896,"about_ca_topic_score_gemma":0.000003800562,"domain_scores_codex":[0.9977729,0.0002780324,0.000597287,0.0003956458,0.0005255241,0.0004305643],"domain_scores_gemma":[0.998387,0.000212829,0.0003773662,0.0005727825,0.0003377809,0.0001122918],"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":[0.0002276439,0.0006855031,0.00006549244,0.00006841258,0.00009488193,0.000182934,0.04562677,0.9233993,0.001633915,0.01112407,0.01127143,0.005619611],"study_design_scores_gemma":[0.0006754848,0.0003843397,0.00003501453,0.0001227184,0.000005135247,0.0008559757,0.0003599413,0.9946566,0.0001739554,0.0003102076,0.002188072,0.0002325678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01680887,0.0003063009,0.9788636,0.0005565513,0.001132611,0.0004816082,0.000005304983,0.0001705231,0.001674617],"genre_scores_gemma":[0.9290016,0.00002144091,0.06860416,0.001448562,0.0007316056,0.0000338921,0.000001712399,0.00002455104,0.0001324318],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9121928,"threshold_uncertainty_score":0.6894282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119220934","doi":"10.1155/2009/105979","title":"A Prototyping Virtual Socket System-On-Platform Architecture with a Novel ACQPPS Motion Estimator for H.264 Video Encoding Applications","year":2009,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Encoding (memory); Architecture; Motion (physics); Virtual prototyping; Embedded system; Computer graphics (images); Computer hardware; Computer architecture; Computer vision; Simulation; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.02876419551188741,"gpt":0.2735671304558743,"spread":0.2448029349439869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009951907,0.0003946211,0.0004924417,0.000519521,0.001024691,0.0008691795,0.001368212,0.0001830926,8.63456e-7],"category_scores_gemma":[0.0001523667,0.0002739088,0.0001727032,0.0005536546,0.00004046127,0.000459231,0.0000637727,0.000722118,0.00001941961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570085,"about_ca_system_score_gemma":0.0001265555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001474946,"about_ca_topic_score_gemma":3.479992e-7,"domain_scores_codex":[0.997282,0.00009793364,0.0007011011,0.0006205738,0.000736032,0.0005624001],"domain_scores_gemma":[0.9976465,0.0003462088,0.0007063138,0.0008187945,0.0002671389,0.0002150428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006563878,0.0007336685,0.00005721205,0.0004497745,0.000230144,0.00009944425,0.002450031,0.1019505,0.02275472,0.5552488,0.00269902,0.3126703],"study_design_scores_gemma":[0.008915655,0.01201289,0.0003761281,0.01531397,0.0001376483,0.01177615,0.007395893,0.8824843,0.02791169,0.008119875,0.02272291,0.002832928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006301503,0.000145494,0.9883984,0.0008430079,0.0005024667,0.002104955,0.00001366213,0.000944527,0.0007459976],"genre_scores_gemma":[0.9727119,0.000006657201,0.02586568,0.0001547836,0.0004106874,0.0007047036,0.000002818813,0.00003048256,0.0001122868],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9664104,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980209360","doi":"10.1155/es/2006/69484","title":"Signal Processing with Teams of Embedded Workhorse Processors","year":2006,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Computer science; Signal processing; Computer architecture; SIGNAL (programming language); Embedded system; Computer hardware; Digital signal processing; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01109470940657199,"gpt":0.2414733734342365,"spread":0.2303786640276645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003050792,0.0006797278,0.001091243,0.000839831,0.0004181434,0.000967186,0.002175245,0.0002801112,0.00001476894],"category_scores_gemma":[0.00006715395,0.0004977072,0.0002412801,0.001679668,0.0001710983,0.001520485,0.0001118226,0.0009653061,0.00004377805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007152,"about_ca_system_score_gemma":0.0006388058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004948373,"about_ca_topic_score_gemma":0.000006389228,"domain_scores_codex":[0.9931973,0.0009182525,0.00193391,0.000839785,0.002163175,0.0009476212],"domain_scores_gemma":[0.9950208,0.0002725985,0.002271872,0.000998897,0.001091038,0.0003447895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003397637,0.009415832,0.03537086,0.00955682,0.00197812,0.01078593,0.04444741,0.1562116,0.2229422,0.2267839,0.115974,0.1631357],"study_design_scores_gemma":[0.01818376,0.0180128,0.004132322,0.04403113,0.0006211592,0.0514023,0.01737724,0.4959276,0.2981451,0.01891522,0.02095289,0.01229843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08269058,0.001880608,0.8951765,0.0001696979,0.0006817088,0.00132516,0.000006315989,0.0009392515,0.0171302],"genre_scores_gemma":[0.9742923,0.00001142251,0.02353163,0.00006585836,0.0007394851,0.0000785283,0.000002827412,0.0000971402,0.001180736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8916018,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243919580","doi":"10.1186/1687-3963-2006-069484","title":"Signal Processing with Teams of Embedded Workhorse Processors","year":2006,"lang":"en","type":"article","venue":"EURASIP Journal on Embedded Systems","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Computer architecture; Signal processing; SIGNAL (programming language); Embedded system; Computer hardware; Digital signal processing; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01109470940657199,"gpt":0.2414733734342365,"spread":0.2303786640276645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003050792,0.0006797278,0.001091243,0.000839831,0.0004181434,0.000967186,0.002175245,0.0002801112,0.00001476894],"category_scores_gemma":[0.00006715395,0.0004977072,0.0002412801,0.001679668,0.0001710983,0.001520485,0.0001118226,0.0009653061,0.00004377805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007152,"about_ca_system_score_gemma":0.0006388058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004948373,"about_ca_topic_score_gemma":0.000006389228,"domain_scores_codex":[0.9931973,0.0009182525,0.00193391,0.000839785,0.002163175,0.0009476212],"domain_scores_gemma":[0.9950208,0.0002725985,0.002271872,0.000998897,0.001091038,0.0003447895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003397637,0.009415832,0.03537086,0.00955682,0.00197812,0.01078593,0.04444741,0.1562116,0.2229422,0.2267839,0.115974,0.1631357],"study_design_scores_gemma":[0.01818376,0.0180128,0.004132322,0.04403113,0.0006211592,0.0514023,0.01737724,0.4959276,0.2981451,0.01891522,0.02095289,0.01229843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08269058,0.001880608,0.8951765,0.0001696979,0.0006817088,0.00132516,0.000006315989,0.0009392515,0.0171302],"genre_scores_gemma":[0.9742923,0.00001142251,0.02353163,0.00006585836,0.0007394851,0.0000785283,0.000002827412,0.0000971402,0.001180736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8916018,"threshold_uncertainty_score":0.9997475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}