{"meta":{"query_hash":"dea36b11255b","filters":{"topic":"Embedded Systems and FPGA Design"},"cohort_total":223,"direct_labels_cover":0,"predictions_cover":223,"exported":223,"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/dea36b11255b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Embedded+Systems+and+FPGA+Design"},"results":[{"id":"W1498655154","doi":"10.4271/2010-01-0688","title":"Non-standard CAN Network Topologies Verification at High Speed Transmission Rate using VHDL-AMS","year":2010,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"VHDL-AMS; Network topology; Computer science; VHDL; Transmission (telecommunications); Electronic engineering; Embedded system; Hardware description language; Field-programmable gate array; Computer network; Engineering; Telecommunications","score_opus":0.013477901806524382,"score_gpt":0.2369846147259363,"score_spread":0.2235067129194119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498655154","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":[0.9718368,0.00035912532,0.000042638352,0.001265966,0.0015282293,0.0013874426,0.00008262714,0.0044497335,0.019047404],"genre_scores_gemma":[0.98997706,0.00034753905,0.008073071,0.00034482635,0.0005214367,0.000110839814,0.00007173954,0.00021233252,0.00034116508],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9957586,0.00013216936,0.0011922801,0.0010230126,0.000701467,0.0011924601],"domain_scores_gemma":[0.9974156,0.00031662357,0.00019002023,0.0015073405,0.000113678616,0.00045675307],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009777247,0.0008847115,0.0011008786,0.00016369397,0.0006079062,0.00014578746,0.0008861176,0.0013510771,0.0005222655],"category_scores_gemma":[0.00016787021,0.00076506,0.00040405965,0.0007232298,0.00073453656,0.0003613958,0.00017872789,0.0017149966,0.00007470246],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002518287,0.000059502654,0.00013982864,0.00008925415,0.000049780378,0.00004083615,0.00004706827,0.0024383613,0.9846948,0.0046881796,0.0048987716,0.0026018235],"study_design_scores_gemma":[0.0012332244,0.00088602013,0.89898074,0.00042318035,0.00015006312,0.00014764573,0.00011842103,0.000018294137,0.006931975,0.0028505137,0.08665258,0.0016073565],"about_ca_topic_score_codex":0.00011351981,"about_ca_topic_score_gemma":0.034074638,"teacher_disagreement_score":0.9777628,"about_ca_system_score_codex":0.00045844246,"about_ca_system_score_gemma":0.000088619585,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W1617681361","doi":"10.5539/mas.v9n8p91","title":"Developing a Mobile Based Automated Testing Tool for Windows Phone 8","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Phone; Mobile phone; User Friendly; Software; Windows CE; Microsoft Windows; Smart phone; Embedded system; Operating system; Multimedia; Telecommunications","score_opus":0.05881522486748425,"score_gpt":0.2673196883790071,"score_spread":0.20850446351152285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1617681361","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061121803,0.00004440011,0.93168354,0.000007084801,0.00022398983,0.0007469798,0.0000053642248,0.0015176598,0.004649151],"genre_scores_gemma":[0.86731434,1.301555e-7,0.13210158,0.000056531393,0.000051845796,0.0004207332,0.000002236309,0.00002767852,0.000024953873],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986242,0.0000061969554,0.0002464386,0.00031163174,0.0003473965,0.0004641102],"domain_scores_gemma":[0.9993333,0.00009543779,0.00004012906,0.00025791713,0.00014074975,0.00013242273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009837439,0.00015703517,0.00018272079,0.00012126548,0.00017398897,0.00012801346,0.00033300367,0.000055435616,0.0000018560023],"category_scores_gemma":[0.0000926346,0.00015066304,0.00002204994,0.0006777322,0.000086988315,0.00015647616,0.000034015124,0.000074650365,0.00004261949],"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":[0.000007505917,0.000010569886,0.000050836923,0.00006842715,0.000004105117,0.0000016040735,0.00065334945,0.41426057,0.5765188,0.00054653425,0.0005476705,0.007330042],"study_design_scores_gemma":[0.00045882375,0.000017387809,0.00006358471,0.000027288614,0.0000031807597,0.0000031207244,0.00006700887,0.965387,0.032545827,0.0007219028,0.00047313096,0.00023174609],"about_ca_topic_score_codex":0.0000060811813,"about_ca_topic_score_gemma":0.0000018879296,"teacher_disagreement_score":0.8061925,"about_ca_system_score_codex":0.00022752525,"about_ca_system_score_gemma":0.00033438345,"threshold_uncertainty_score":0.614386},"labels":[],"label_agreement":null},{"id":"W1970449956","doi":"10.5539/cis.v2n2p126","title":"Design of Electric Bicycle Controller","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; DC motor; sort; Controller (irrigation); Electronic speed control; Software; Scheme (mathematics); Battery (electricity); Voltage; Motor controller; Software design; Automotive engineering; Electrical engineering; Software development; Power (physics); Engineering","score_opus":0.009146164826013436,"score_gpt":0.20247777889555235,"score_spread":0.19333161406953892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970449956","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":[0.01735333,0.000060850336,0.97852445,0.000010282192,0.000084024505,0.000090918125,2.4256977e-7,0.000048550777,0.0038273812],"genre_scores_gemma":[0.9944194,0.000019052144,0.005422294,0.00011900801,0.000015967633,9.542301e-7,1.814259e-7,7.5848413e-7,0.0000023616317],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958825,0.0000047010617,0.0001607071,0.000034095887,0.00011821056,0.00009402671],"domain_scores_gemma":[0.99980855,0.000015974909,0.000024906652,0.000056272787,0.000059703332,0.000034599598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770704,0.00004039855,0.00007094863,0.0001583809,0.000041453903,0.000057521123,0.00008863166,0.00001480738,0.0000015264867],"category_scores_gemma":[0.000005153259,0.00003317401,0.0000080531445,0.00034543834,0.000023610508,0.0016861788,0.000005533782,0.000026233385,0.000009738194],"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":[0.000014107227,0.000018690858,0.000082230545,0.000054402753,0.000008670969,3.4847724e-7,0.0041434383,0.30242723,0.059239805,0.017207297,0.0032516494,0.61355215],"study_design_scores_gemma":[0.00018481238,0.000059885948,0.0049286494,0.000006549389,7.733661e-7,0.000004344776,0.000007321896,0.9910096,0.0031889514,0.00014387754,0.0004187905,0.000046429195],"about_ca_topic_score_codex":4.4939668e-7,"about_ca_topic_score_gemma":3.0185034e-9,"teacher_disagreement_score":0.9770661,"about_ca_system_score_codex":0.000008948862,"about_ca_system_score_gemma":0.000013095193,"threshold_uncertainty_score":0.13527967},"labels":[],"label_agreement":null},{"id":"W1971481977","doi":"10.5539/cis.v1n4p166","title":"The Implementation of CAN Bus Adapter Based on CH372","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Adapter (computing); System bus; Back-side bus; USB hub; Bus; Control bus; CAN bus; USB; Embedded system; Local bus; eXtensible Host Controller Interface (xHCI); Address bus; Modular programming; Computer hardware; Bus network; Software; Host controller interface; Operating system","score_opus":0.01249677759161387,"score_gpt":0.2246685705741963,"score_spread":0.21217179298258243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971481977","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":[0.5345614,0.00003004717,0.45279273,0.00014147487,0.000718547,0.00028929152,0.000009021089,0.000086348555,0.011371125],"genre_scores_gemma":[0.9991052,0.000013909561,0.0007333103,0.00012436617,0.000015900729,0.000002852582,0.0000010428204,9.774951e-7,0.0000024225021],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995965,0.000003830843,0.00014094758,0.000028928991,0.0001561812,0.00007366172],"domain_scores_gemma":[0.9997945,0.000020340383,0.000026726264,0.00008094741,0.000052628486,0.000024885141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018549587,0.000034198372,0.000035648973,0.00006519245,0.0001487607,0.00004042787,0.0000810732,0.000007956992,0.000002839855],"category_scores_gemma":[0.0000020260402,0.00002293779,0.000008245264,0.00014398243,0.00007036509,0.00065308384,0.000008819037,0.000022265094,0.0000039113274],"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":[0.000016781652,0.000014470289,0.006285545,0.00015372153,0.000015568916,0.0000012773418,0.027364274,0.22145869,0.0017463154,0.028938321,0.013589359,0.7004157],"study_design_scores_gemma":[0.00018654634,0.000052414962,0.05417227,0.000009127293,6.250954e-7,0.0000047467715,0.00014290986,0.93559253,0.0021062864,0.000011005858,0.0076676123,0.000053919764],"about_ca_topic_score_codex":0.000010008472,"about_ca_topic_score_gemma":0.0000016319314,"teacher_disagreement_score":0.71413386,"about_ca_system_score_codex":0.00001228421,"about_ca_system_score_gemma":0.000025188954,"threshold_uncertainty_score":0.1144162},"labels":[],"label_agreement":null},{"id":"W1974745358","doi":"10.5539/mas.v1n2p27","title":"Interface between the Embedded Processor Nios and the TDC Module and its Application","year":2007,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nios II; Interface (matter); Embedded system; Computer science; Computer hardware; Chip; Core (optical fiber); Field-programmable gate array; Operating system; Telecommunications","score_opus":0.011428930404769751,"score_gpt":0.23632792286993132,"score_spread":0.22489899246516157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974745358","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":[0.3182374,0.00065690593,0.67348343,0.00011043312,0.00004006832,0.0007703005,0.0000023212046,0.00011299974,0.0065861717],"genre_scores_gemma":[0.99947065,0.000013247712,0.0002525354,0.000041483596,0.00006709781,0.00007905166,4.0398479e-7,0.000013879078,0.00006164014],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989933,0.000009422336,0.00018744826,0.0002657558,0.00026581227,0.0002782778],"domain_scores_gemma":[0.9994771,0.000113643866,0.0000418162,0.00025536094,0.000036464917,0.00007565111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017087428,0.000122026686,0.00013592883,0.000045692363,0.00031398563,0.00011297601,0.0003602442,0.000045386234,0.0000011143135],"category_scores_gemma":[0.000016910722,0.00007000243,0.000011654986,0.00029955112,0.00035554217,0.00012242913,0.00007754439,0.00015088906,0.0000115006715],"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":[0.00005164851,0.000015897325,0.000331853,0.00016754962,0.000030634303,6.0400185e-7,0.017021256,0.007883896,0.8649341,0.028302817,0.00013411196,0.081125624],"study_design_scores_gemma":[0.0005011651,0.000008545004,0.002166142,0.000012495668,0.000013788773,0.000006644224,0.00042554364,0.931901,0.05831061,0.0061226883,0.0003466497,0.00018476113],"about_ca_topic_score_codex":0.000004829217,"about_ca_topic_score_gemma":0.000006579574,"teacher_disagreement_score":0.9240171,"about_ca_system_score_codex":0.00002567839,"about_ca_system_score_gemma":0.0000138490095,"threshold_uncertainty_score":0.28546163},"labels":[],"label_agreement":null},{"id":"W1979260583","doi":"10.4028/www.scientific.net/amr.846-847.190","title":"Design of Electrostatic Precipitator Power System Based on Auto Disturbance Rejection Controller","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Electrostatic precipitator; Microcomputer; Power (physics); Controller (irrigation); Engineering; Stability (learning theory); Voltage; Control theory (sociology); Disturbance (geology); Control system; Electric power system; Control engineering; Chip; Computer science; Control (management); Electrical engineering","score_opus":0.020749425131469004,"score_gpt":0.2785580793803758,"score_spread":0.2578086542489068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979260583","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":[0.6461085,0.0007263467,0.3343914,0.00008861755,0.0020214198,0.008184729,0.00009277637,0.0010084773,0.007377743],"genre_scores_gemma":[0.99610555,0.000014841384,0.0024371399,0.000008756849,0.000054459146,0.0009819322,0.0000059899444,0.00006698119,0.00032434284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976828,0.0005030255,0.00047747217,0.0002679484,0.0005210674,0.0005476474],"domain_scores_gemma":[0.9986155,0.00052413356,0.00006988909,0.0003784953,0.00031659316,0.00009538288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011484652,0.00018895252,0.0004206642,0.00021154837,0.00008897942,0.00008749726,0.00019120565,0.000103714636,0.00017917827],"category_scores_gemma":[0.00015276033,0.00016015276,0.000036255118,0.00028403808,0.000051051957,0.00020287813,0.000014636891,0.00016457183,0.00027713616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021104599,0.000027406626,0.000004165313,0.00041623364,0.000023313529,0.000002886292,0.00008735093,0.0460259,0.9509045,0.00060889625,0.0014312612,0.00025706773],"study_design_scores_gemma":[0.0015228052,0.00089165306,0.000549644,0.0005560358,0.0000068625973,0.0000034581067,0.0001919299,0.10283452,0.8924087,0.00037142404,0.00036553296,0.0002973836],"about_ca_topic_score_codex":0.00004530402,"about_ca_topic_score_gemma":5.626712e-7,"teacher_disagreement_score":0.34999704,"about_ca_system_score_codex":0.00025168594,"about_ca_system_score_gemma":0.000039726583,"threshold_uncertainty_score":0.653084},"labels":[],"label_agreement":null},{"id":"W1980449728","doi":"10.5539/mas.v3n12p43","title":"The Development and Operation of Thermostatic Oscillator with Network Monitoring","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Transmission (telecommunications); Internet protocol suite; Pulse-width modulation; PID controller; Real-time computing; Software; Embedded system; Electrical engineering; Telecommunications; Control engineering; Operating system; Temperature control; Engineering","score_opus":0.01013141370763806,"score_gpt":0.20027971475810344,"score_spread":0.19014830105046537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980449728","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":[0.72492486,0.00029475463,0.26918232,0.000011932697,0.00007603965,0.00020541064,1.3542655e-7,0.00005513852,0.0052494174],"genre_scores_gemma":[0.9912599,0.000006607174,0.008673616,0.0000048909524,0.000025959876,0.000009264782,6.691913e-8,0.000004677035,0.000015064813],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994122,0.000003242954,0.000117137264,0.00010425421,0.00019865407,0.00016452956],"domain_scores_gemma":[0.99979293,0.000020020247,0.00001934218,0.000112323025,0.00001875475,0.000036610938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003664344,0.00006237503,0.00006691764,0.000016144648,0.00020581392,0.00006539413,0.00011210717,0.0000131466795,2.5933625e-7],"category_scores_gemma":[0.0000018200884,0.00003801172,0.0000034527275,0.00014454554,0.00007050433,0.00006030386,0.000008785688,0.000039070077,0.0000011842386],"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":[0.000014520307,0.0000071764102,0.00062054617,0.000021693137,0.000010217584,6.555402e-7,0.009014879,0.2859367,0.558481,0.0064317803,0.000021455517,0.1394394],"study_design_scores_gemma":[0.0002903264,0.000053528845,0.023309607,0.000075703814,0.000005746623,0.0000044181675,0.00053447013,0.872167,0.10094138,0.001976366,0.00036391377,0.00027755808],"about_ca_topic_score_codex":5.7942344e-7,"about_ca_topic_score_gemma":0.0000021360108,"teacher_disagreement_score":0.5862303,"about_ca_system_score_codex":0.000025712234,"about_ca_system_score_gemma":0.000034888126,"threshold_uncertainty_score":0.15829751},"labels":[],"label_agreement":null},{"id":"W2009184226","doi":"10.5539/cis.v1n4p72","title":"Design of the Automatic Spreader Control System Based on Embedded System","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Enhanced Data Rates for GSM Evolution; Process (computing); Control system; Control (management); Software; Microcontroller; Automatic control; Work (physics); Embedded system; Computer hardware; Control engineering; Artificial intelligence; Mechanical engineering; Operating system; Electrical engineering","score_opus":0.012565371671982161,"score_gpt":0.1846548770638581,"score_spread":0.17208950539187595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009184226","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":[0.014050636,0.000014157657,0.9815339,0.000007520426,0.0005356806,0.00036678667,0.0000030385463,0.00018698369,0.003301297],"genre_scores_gemma":[0.99609935,8.7104786e-7,0.0037808544,0.00007649507,0.000024054549,0.000012286638,3.264726e-7,0.0000034606899,0.0000022856782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905246,0.00003838993,0.0003420793,0.00007032827,0.00035534732,0.00014136099],"domain_scores_gemma":[0.99943334,0.00007124682,0.000086576474,0.00025460104,0.00010088751,0.00005337185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005255525,0.00009253164,0.00014714102,0.00014222068,0.0001845452,0.000061669285,0.00024264694,0.00003290194,0.0000012276922],"category_scores_gemma":[0.000009341863,0.000059933573,0.000026805623,0.0003414164,0.00015103712,0.00095684745,0.000015679176,0.000055053504,0.000020070833],"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":[0.0000042771926,0.000005031549,0.00013032771,0.0006235397,0.0000069848916,8.1612586e-7,0.0025664852,0.9902082,0.00041361415,0.0036507125,0.00059355254,0.0017964564],"study_design_scores_gemma":[0.00033342277,0.000031490017,0.0023696579,0.00021160551,0.0000032890737,0.00003676101,0.0001709745,0.99603486,0.00069182145,6.512264e-7,0.000044933768,0.00007051608],"about_ca_topic_score_codex":0.0000017581461,"about_ca_topic_score_gemma":1.5444039e-8,"teacher_disagreement_score":0.98204875,"about_ca_system_score_codex":0.00006273474,"about_ca_system_score_gemma":0.00005703514,"threshold_uncertainty_score":0.24440202},"labels":[],"label_agreement":null},{"id":"W2020727814","doi":"10.5539/mas.v2n2p93","title":"Analysis of DDR3 SDRAM Standard Technology","year":2008,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.012829192166898198,"score_gpt":0.21496847573556854,"score_spread":0.20213928356867034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020727814","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":[0.41018045,0.00012003632,0.56522053,0.000008885195,0.00006019578,0.00010482397,0.000008362905,0.00023207573,0.024064634],"genre_scores_gemma":[0.9972015,0.000012044027,0.0026977682,0.0000072898624,0.000008548281,0.000014320629,7.2117666e-7,0.000009081027,0.00004875167],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998956,0.0000028355116,0.000206698,0.00022118684,0.00035808806,0.00025518215],"domain_scores_gemma":[0.99945784,0.000013393892,0.000034287503,0.00038037208,0.000056888817,0.000057198653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026230238,0.00009277012,0.0002724358,0.0007076469,0.000112924565,0.000011463984,0.0003624364,0.000062806124,0.00001772632],"category_scores_gemma":[0.000009042746,0.00008613716,0.000044955847,0.0029253503,0.00042550557,0.00006360692,0.000037433765,0.000088326335,0.000012345664],"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":[0.0000057576494,0.000013814969,0.0017416853,0.000016153343,0.000101797086,0.000005687728,0.0010803106,0.12318694,0.861668,0.006104792,0.000108613836,0.005966442],"study_design_scores_gemma":[0.00015717332,0.000021345082,0.0016978002,0.000005095385,0.00006278864,0.000006230714,0.00010305091,0.9268141,0.069118984,0.001399952,0.0004202079,0.00019328998],"about_ca_topic_score_codex":0.000004688033,"about_ca_topic_score_gemma":0.0000063052266,"teacher_disagreement_score":0.80362713,"about_ca_system_score_codex":0.000057993704,"about_ca_system_score_gemma":0.000047981088,"threshold_uncertainty_score":0.35125715},"labels":[],"label_agreement":null},{"id":"W2037691146","doi":"10.4271/2015-01-1621","title":"The Low Level Driver Design to Improve Dwell Timing of Engine Management System","year":2015,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Dwell time; Computer science; Embedded system; Automotive engineering; Engineering","score_opus":0.026939358594859925,"score_gpt":0.23134664979142092,"score_spread":0.20440729119656098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037691146","genre_codex":"other","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":[0.24530853,0.0072272033,0.011696881,0.005501203,0.01029554,0.028141957,0.00064649427,0.03342382,0.65775836],"genre_scores_gemma":[0.981364,0.000117094736,0.016487734,0.00018990197,0.00018084321,0.0005658004,0.000008250722,0.00017830952,0.00090803567],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9957163,0.00017187007,0.0012895023,0.000789827,0.0010371766,0.0009953767],"domain_scores_gemma":[0.9969714,0.00047755844,0.00016792474,0.0016668852,0.00016182185,0.0005543742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016028723,0.00074440025,0.0009306387,0.00021618724,0.0002444941,0.00011538356,0.0012703631,0.00054687686,0.000036198],"category_scores_gemma":[0.00024173169,0.00055568054,0.00033618425,0.00073828996,0.00033136684,0.00026367532,0.00035609072,0.00074286835,0.00022399815],"study_design_candidate":"bench_or_experimental","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":[0.00021898537,0.0001040411,0.000007944197,0.0003013411,0.00015045598,0.00007086889,0.000088126646,0.0031675342,0.9562832,0.010869084,0.017681343,0.01105706],"study_design_scores_gemma":[0.0064017307,0.0072432966,0.70013046,0.0050198883,0.00083428796,0.00041331095,0.0046315114,0.0001142838,0.015175534,0.0032369257,0.2508632,0.005935599],"about_ca_topic_score_codex":0.000024505813,"about_ca_topic_score_gemma":0.0028431364,"teacher_disagreement_score":0.9411077,"about_ca_system_score_codex":0.0005844598,"about_ca_system_score_gemma":0.000055166503,"threshold_uncertainty_score":0.99968946},"labels":[],"label_agreement":null},{"id":"W2044173703","doi":"10.1117/12.551984","title":"Instrumentation control using the Rabbit 2000 embedded microcontroller","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microcontroller; Human multitasking; Computer science; Embedded system; Kernel (algebra); Instrumentation (computer programming); Computer hardware; Operating system; Memory management; Semiconductor memory","score_opus":0.010968374703099184,"score_gpt":0.22221345444529272,"score_spread":0.21124507974219353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044173703","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":[0.99438745,0.00026358946,0.0011317164,0.0008095635,0.00043501207,0.0010101341,0.000047573885,0.00015155779,0.0017634323],"genre_scores_gemma":[0.95562434,0.000057636822,0.043221597,0.00013762151,0.00057043444,0.00019001769,0.0000052991404,0.0000970369,0.00009602651],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99775,2.4351912e-8,0.0008506252,0.00030560905,0.00062174705,0.00047202106],"domain_scores_gemma":[0.9985157,0.00011336477,0.0002908894,0.000077842444,0.00089048344,0.00011169477],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006553383,0.00038321345,0.0004914034,0.00010283548,0.00013501476,0.00016826046,0.0007991894,0.00021980301,0.0000142685585],"category_scores_gemma":[0.00014703053,0.0002828422,0.00064192223,0.00033278007,0.00017633925,0.00056877366,0.000055491066,0.00036679217,0.0000031364025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007900732,0.000057137815,0.000095030024,0.00032283674,0.0007219099,1.2719002e-7,0.0007517656,0.01940585,0.8340792,0.14312562,0.0011759071,0.00018560393],"study_design_scores_gemma":[0.0123916855,0.0005010591,0.0007601882,0.0011008391,0.0008107222,0.00011854985,0.0064931237,0.4336843,0.53119475,0.006165179,0.0053759273,0.0014037124],"about_ca_topic_score_codex":0.000021330618,"about_ca_topic_score_gemma":3.6325116e-7,"teacher_disagreement_score":0.41427842,"about_ca_system_score_codex":0.00039037585,"about_ca_system_score_gemma":0.000053320284,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2059314872","doi":"10.5539/mas.v2n3p75","title":"The Design of the Drive Control Chip for the Solar LED Lighting System","year":2008,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Battery (electricity); Electrical engineering; Computer science; Chip; LED lamp; Solar energy; Power (physics); Automotive engineering; Engineering; Physics","score_opus":0.016913774069231814,"score_gpt":0.19207079565677956,"score_spread":0.17515702158754776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059314872","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":[0.00559706,0.00033761363,0.9896824,0.00005759606,0.00034811962,0.0013483239,0.0000037498478,0.000097431206,0.0025277443],"genre_scores_gemma":[0.99880934,0.000008029648,0.0007306313,0.000027058788,0.000085164495,0.0002465158,6.493209e-8,0.000019522055,0.00007366084],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868125,0.000037265574,0.00028199548,0.00020254483,0.00041488817,0.00038208146],"domain_scores_gemma":[0.99855953,0.0006687487,0.00009885041,0.00055336417,0.00007510409,0.000044373486],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017669812,0.00013715164,0.00017889238,0.000026734786,0.0015230433,0.000071091454,0.0010105204,0.00004478895,4.6732993e-7],"category_scores_gemma":[0.000051621224,0.000061848295,0.00007262105,0.00028543218,0.00042012281,0.00006315996,0.0000404624,0.00013462038,0.0000057399434],"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":[0.000023175648,0.000007374713,0.000042197804,0.000054056003,0.00003638219,6.1988777e-7,0.0033619183,0.32769018,0.65260935,0.0140325315,0.0003031204,0.0018391182],"study_design_scores_gemma":[0.00028875965,0.000009797219,0.00017996258,0.000022730002,0.000013648557,0.000009658752,0.0003764733,0.9725665,0.025921522,0.000316439,0.00020384107,0.000090664726],"about_ca_topic_score_codex":0.0000067244096,"about_ca_topic_score_gemma":0.0000032604203,"teacher_disagreement_score":0.9932123,"about_ca_system_score_codex":0.000068795656,"about_ca_system_score_gemma":0.0000864641,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W2060853277","doi":"10.1109/icasid.2009.5276893","title":"Design and implementation of HDLC procedures based on FPGA","year":2009,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Field-programmable gate array; VHDL; Computer science; Cyclic redundancy check; Embedded system; Redundancy (engineering); Computer hardware; Hardware description language; Frame (networking); Operating system; Computer network","score_opus":0.013720641151755269,"score_gpt":0.25384660190836406,"score_spread":0.24012596075660878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060853277","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":[0.09762725,0.00017563297,0.88418525,0.00013510729,0.00008204751,0.0007624211,0.000003011322,0.000299593,0.016729668],"genre_scores_gemma":[0.99339527,0.000005085765,0.0064617507,0.000073778814,0.000014002181,0.000006323557,0.0000012723173,0.0000060734674,0.00003643865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967486,0.000011240389,0.00011327938,0.00005898898,0.00006701956,0.00007464206],"domain_scores_gemma":[0.9998635,0.000025866024,0.000013104639,0.00006240004,0.000012236034,0.000022896847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009463085,0.000057663765,0.000072890674,0.000045997607,0.0000117993295,0.000008871284,0.00002368611,0.000023290644,0.00005119944],"category_scores_gemma":[0.0000031245988,0.000048187077,0.000010780414,0.00004818114,0.000003596146,0.000036393347,8.65531e-7,0.00002182697,0.0000027691874],"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":[0.00009636864,0.00012783615,0.0015829959,0.000764321,0.000071892835,0.000009833313,0.0022733845,0.46503055,0.33132112,0.011489943,0.04981558,0.13741618],"study_design_scores_gemma":[0.0015660155,0.0009787135,0.023163531,0.00010860027,0.000022322898,0.000004913359,0.0005804737,0.42409867,0.5476129,0.0010870995,0.0004020504,0.00037472724],"about_ca_topic_score_codex":0.000007353672,"about_ca_topic_score_gemma":0.000004093518,"teacher_disagreement_score":0.89576805,"about_ca_system_score_codex":0.000008443471,"about_ca_system_score_gemma":0.0000099129265,"threshold_uncertainty_score":0.1965012},"labels":[],"label_agreement":null},{"id":"W2062478879","doi":"10.5539/cis.v2n3p176","title":"The Design of RS232 and CAN Protocol Converter Based on PIC MCU","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microcontroller; Computer science; Protocol (science); Microcomputer; Converters; CAN bus; Computer hardware; System bus; Embedded system; Controller (irrigation); PIC microcontroller; Control bus; Back-side bus; Local bus; Chip; Electrical engineering; Telecommunications; Voltage","score_opus":0.012377973058628634,"score_gpt":0.22330499820019506,"score_spread":0.21092702514156642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062478879","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":[0.001181866,0.0000036396139,0.9896572,0.00008100093,0.00009406693,0.005788327,9.959062e-7,0.000040521874,0.0031523374],"genre_scores_gemma":[0.9969113,0.0000017253683,0.0022564551,0.00042588945,0.000014691762,0.00038487007,2.549298e-7,0.0000011928072,0.000003616778],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958223,0.000009220669,0.00014829607,0.000040709954,0.00013334224,0.00008618722],"domain_scores_gemma":[0.9997555,0.00003777551,0.000028449134,0.00009396351,0.000047449856,0.00003687879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035499517,0.000048098987,0.0000528728,0.00006548619,0.00010376579,0.00012143811,0.00009192848,0.000014120278,0.0000010072883],"category_scores_gemma":[0.0000060576403,0.000030175423,0.000006122785,0.00013130682,0.00007605265,0.000645168,0.000007386775,0.000032504853,0.0000019884353],"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":[0.00004224484,0.000018041772,0.00034606867,0.00022053545,0.000005813003,5.698699e-7,0.0044973455,0.11684145,0.0016619753,0.01797471,0.005225243,0.853166],"study_design_scores_gemma":[0.00019968496,0.00011760939,0.0043739835,0.000025977643,4.3503695e-7,0.0000024313003,0.000011393329,0.99195695,0.00074730907,0.00006599423,0.0024546064,0.00004362502],"about_ca_topic_score_codex":8.746466e-7,"about_ca_topic_score_gemma":8.0201275e-8,"teacher_disagreement_score":0.99572945,"about_ca_system_score_codex":0.000008715748,"about_ca_system_score_gemma":0.00002280993,"threshold_uncertainty_score":0.1230518},"labels":[],"label_agreement":null},{"id":"W2087457628","doi":"10.4028/www.scientific.net/amm.278-280.1928","title":"Vehicle Terminal Remote Upgrade Based on GPRS","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Upgrade; General Packet Radio Service; Terminal (telecommunication); Embedded system; Software; Scheme (mathematics); Interface (matter); Microcontroller; Reliability (semiconductor); Engineering; Computer science; Operating system; Terminal equipment; Computer hardware; Computer network; Electrical engineering; Wireless","score_opus":0.008248412208140737,"score_gpt":0.18460435176119663,"score_spread":0.1763559395530559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087457628","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":[0.80318165,0.000100452,0.17294899,0.0001793778,0.0019703652,0.0019355533,0.000066488785,0.000893897,0.01872325],"genre_scores_gemma":[0.9952175,0.00001807168,0.004288827,0.00019179215,0.000119236385,0.00004854094,0.000008259339,0.000040298994,0.00006749045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930125,0.000012837774,0.00020145706,0.00016366574,0.000100459314,0.00022033436],"domain_scores_gemma":[0.99965096,0.00002329881,0.000030088004,0.00020173407,0.000011100983,0.00008283594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016415176,0.0001543641,0.00020883205,0.000047372072,0.00004745386,0.00009908633,0.00007481299,0.00010045876,0.0001860873],"category_scores_gemma":[0.0000031639065,0.00013603413,0.000018622459,0.000042308875,0.0000046825444,0.00003628861,0.000015125087,0.000051830517,0.00018209293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009990275,0.000008875919,1.4028521e-7,0.00010507675,0.0000104341325,0.0000040567556,0.000045381348,0.00013987595,0.93285584,0.060194783,0.0016225233,0.005002998],"study_design_scores_gemma":[0.0016349645,0.00020936412,0.00012236965,0.00015589381,0.000044249016,0.000017550656,0.00015957546,0.1179737,0.7882373,0.081710875,0.008788318,0.00094586046],"about_ca_topic_score_codex":0.000032079937,"about_ca_topic_score_gemma":9.829527e-7,"teacher_disagreement_score":0.19203585,"about_ca_system_score_codex":0.000015391164,"about_ca_system_score_gemma":0.000005495096,"threshold_uncertainty_score":0.5547311},"labels":[],"label_agreement":null},{"id":"W2171669363","doi":"10.2174/1874107x00802010040","title":"Tracing Time Operating System State Determination","year":2008,"lang":"en","type":"article","venue":"The Open Software Engineering Journal","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tracing; State (computer science); Computer science; Algorithm; Operating system","score_opus":0.013704178661909476,"score_gpt":0.20559060235249707,"score_spread":0.1918864236905876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171669363","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":[0.21415687,0.00060677936,0.7818819,0.000013887381,0.0010227478,0.0004214721,0.000007122242,0.0007051741,0.0011840545],"genre_scores_gemma":[0.9694733,0.00002454254,0.029309893,0.000010980149,0.00037566348,0.000024111892,0.0000021074518,0.000095480296,0.0006838965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879265,0.000054669224,0.00044551797,0.0001208676,0.00024240646,0.00034391842],"domain_scores_gemma":[0.9993516,0.0001495007,0.0000717924,0.00023218078,0.000072784365,0.00012210706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008568014,0.00021241257,0.00027565061,0.00009085195,0.00045419543,0.00036430106,0.00059117546,0.00005757558,0.00003482437],"category_scores_gemma":[0.000088342,0.00016058858,0.000072108334,0.00017824688,0.000014089595,0.0005542971,0.000063603955,0.00045705435,0.00009930648],"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":[0.000004177248,0.0000070785372,0.00014909271,0.00011250125,0.00007298385,0.00023908852,0.0024095713,0.98556256,0.00428646,0.000033525826,0.0014808155,0.005642162],"study_design_scores_gemma":[0.0006201595,0.000055085922,0.0011723791,0.00071774755,0.000027310401,0.009233281,0.00019023387,0.9821821,0.0035333445,0.000008818618,0.0017287061,0.00053087744],"about_ca_topic_score_codex":0.000008711537,"about_ca_topic_score_gemma":5.890784e-7,"teacher_disagreement_score":0.75531644,"about_ca_system_score_codex":0.00019030989,"about_ca_system_score_gemma":0.00003543951,"threshold_uncertainty_score":0.6548612},"labels":[],"label_agreement":null},{"id":"W2245344414","doi":"10.4271/2008-01-1222","title":"Method to Efficiently Implement Automotive Application Algorithms Using Signal Processing Engine (SPE) of Copperhead Microcontroller","year":2008,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Microcontroller; Computer science; Automotive industry; Algorithm; Signal processing; Computer hardware; Embedded system; Digital signal processing; Engineering","score_opus":0.018344624210068567,"score_gpt":0.28091416375908645,"score_spread":0.2625695395490179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245344414","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":[0.7461219,0.006519148,0.13890131,0.0035514499,0.001016473,0.023438882,0.0012005813,0.020452764,0.05879754],"genre_scores_gemma":[0.87787646,0.000042997628,0.12088142,0.0003405305,0.00016793868,0.00041263175,0.000030386238,0.00015882465,0.00008882958],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99536425,0.00016124763,0.0015510605,0.0010007815,0.0009164185,0.0010062135],"domain_scores_gemma":[0.99789965,0.00031991708,0.0002467451,0.0008287848,0.0002860735,0.00041884006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010236067,0.00079619524,0.0012985772,0.0003677681,0.0003584396,0.000053133583,0.0007229917,0.00059557,0.00016074667],"category_scores_gemma":[0.000085605614,0.00072037766,0.00040625661,0.0011427933,0.00028656627,0.00028377143,0.00019217974,0.0007939103,0.00004574029],"study_design_candidate":"bench_or_experimental","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":[0.00013780023,0.00023308839,0.000039940875,0.00013315729,0.0000732392,0.00002165954,0.00018486845,0.015156546,0.96343106,0.00043391527,0.0011110669,0.01904364],"study_design_scores_gemma":[0.0051016784,0.003663435,0.8929241,0.0014356343,0.00044612147,0.0008667206,0.00062377984,0.0008917762,0.031684253,0.0008148905,0.057820804,0.0037268118],"about_ca_topic_score_codex":0.00007748694,"about_ca_topic_score_gemma":0.0028601885,"teacher_disagreement_score":0.93174684,"about_ca_system_score_codex":0.0005236021,"about_ca_system_score_gemma":0.00012615361,"threshold_uncertainty_score":0.9995247},"labels":[],"label_agreement":null},{"id":"W2305897624","doi":"","title":"Ns-Modbus: Integration of Modbus with ns-3 network simulator","year":2013,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Modbus; Computer science; Simulation; Embedded system; Real-time computing; Computer network; Communications protocol","score_opus":0.008985555287428223,"score_gpt":0.17298360264721663,"score_spread":0.1639980473597884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305897624","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":[0.8812714,0.0001642369,0.09434251,0.000024418194,0.00029023841,0.0005314659,0.0000104408,0.00035306043,0.023012236],"genre_scores_gemma":[0.99744046,0.00002355196,0.0009578015,0.000015863105,0.00009416249,0.0000016141709,0.0000145100275,0.000032769312,0.0014192534],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915963,0.000039457795,0.00017417355,0.00019055046,0.00016548682,0.00027068664],"domain_scores_gemma":[0.99933535,0.000056219684,0.00006317237,0.00030533932,0.00012478675,0.00011515589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006498665,0.00019334086,0.00025636246,0.00017993012,0.00006278393,0.00002836313,0.0002144933,0.0001434196,0.00017428133],"category_scores_gemma":[0.0000057465554,0.00018124464,0.00007000675,0.0005828993,0.000046566947,0.0004374384,0.000024935498,0.00017452007,0.000102788326],"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":[0.00008431075,0.000057350517,0.06930655,0.00012801403,0.00022019184,0.00004970365,0.00010297025,0.88889134,0.0002848772,0.0033988457,0.03340143,0.0040744217],"study_design_scores_gemma":[0.0037908999,0.0005825249,0.0058491626,0.00075467146,0.00026582243,6.687783e-8,0.023178862,0.83674175,0.010608214,0.00080188195,0.11573461,0.001691552],"about_ca_topic_score_codex":0.00024011412,"about_ca_topic_score_gemma":0.0037262444,"teacher_disagreement_score":0.11616907,"about_ca_system_score_codex":0.00009003171,"about_ca_system_score_gemma":0.000022654296,"threshold_uncertainty_score":0.7390942},"labels":[],"label_agreement":null},{"id":"W2347596218","doi":"","title":"Research on Dynamic Encryption Method for VoIP","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Encryption; Multiple encryption; Voice over IP; 56-bit encryption; 40-bit encryption; Computer network; Secure transmission; Transmission (telecommunications); Computer security; Telecommunications; Operating system; The Internet","score_opus":0.035853522795809493,"score_gpt":0.37767835792804894,"score_spread":0.34182483513223944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347596218","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006862741,0.00011614503,0.9948369,0.00019236121,0.000020789616,0.0010892263,0.000014227533,0.00026341903,0.0027806214],"genre_scores_gemma":[0.1970592,0.000017026965,0.8005901,0.0001780802,0.00033210393,0.0012260273,0.00005491839,0.000034110115,0.0005084538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992206,0.00003481491,0.00017775032,0.00021943974,0.00010159482,0.00024577687],"domain_scores_gemma":[0.99943936,0.00014794803,0.000014811213,0.00026014456,0.000082891886,0.000054864584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040689058,0.00009976545,0.00011205241,0.00016874843,0.00014183472,0.00005258886,0.00019315517,0.00008096256,0.000005387539],"category_scores_gemma":[3.3304343e-7,0.000101504316,0.000056131288,0.00027112334,0.000009981898,0.00004124435,0.000008665971,0.00015991417,0.00017977576],"study_design_candidate":"not_applicable","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":[0.000009139142,0.000094643634,0.0000011916645,0.00006863596,0.000024378767,4.0913713e-7,0.000262392,0.029175738,0.22224483,0.03647782,0.034441024,0.6771998],"study_design_scores_gemma":[0.00035651002,0.00012949033,0.0008970601,0.00003417625,0.000008473566,0.000009566591,0.000046196954,0.26801682,0.0065086894,0.01698515,0.7067524,0.00025545276],"about_ca_topic_score_codex":0.000002602119,"about_ca_topic_score_gemma":0.0000018353437,"teacher_disagreement_score":0.6769444,"about_ca_system_score_codex":0.000090360765,"about_ca_system_score_gemma":0.000009519362,"threshold_uncertainty_score":0.41392258},"labels":[],"label_agreement":null},{"id":"W2347654036","doi":"","title":"Design and Realization of LCD Display System Based on 32-bit Microprocessor","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Computer hardware; Liquid-crystal display; Dot matrix; Initialization; Interface (matter); Microprocessor; Graphics; 8-bit; Software; Realization (probability); Embedded system; Computer graphics (images); Operating system","score_opus":0.0047960878224478165,"score_gpt":0.1809069304818533,"score_spread":0.1761108426594055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347654036","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023315016,0.00018583148,0.9953027,0.000011649045,0.0000147856745,0.0007380213,0.000019327137,0.00022544315,0.001170757],"genre_scores_gemma":[0.88957405,0.0000043287155,0.10976091,0.000024434212,0.0001184423,0.00035854458,0.000058559588,0.000040269286,0.00006048246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992647,0.000024969257,0.00029541456,0.00019565618,0.000083436214,0.00013582807],"domain_scores_gemma":[0.9995711,0.00006327004,0.00006175754,0.000211223,0.00005726435,0.000035387013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011147604,0.00013886907,0.00017006668,0.000105141255,0.00006733492,0.000035096935,0.000112612135,0.0000758268,0.0000019419078],"category_scores_gemma":[1.3789196e-7,0.00013611554,0.000029868315,0.00020587565,0.000022506296,0.00003987888,0.0000098338405,0.000054831988,0.000017438882],"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":[0.000021304968,0.00016342297,0.00038898276,0.0018432814,0.000042949116,0.0000024052713,0.00020875584,0.64984107,0.30077872,0.02580315,0.0107153775,0.010190603],"study_design_scores_gemma":[0.00055572786,0.000040665655,0.000905147,0.00020268206,0.00003403561,0.00001673938,0.000020577087,0.9080293,0.055643093,0.00024081543,0.03399535,0.00031582915],"about_ca_topic_score_codex":0.000025473573,"about_ca_topic_score_gemma":0.0000018504664,"teacher_disagreement_score":0.88724256,"about_ca_system_score_codex":0.000044606983,"about_ca_system_score_gemma":0.000011577096,"threshold_uncertainty_score":0.55506307},"labels":[],"label_agreement":null},{"id":"W2347712810","doi":"","title":"Security Model for Smart Card in Highway Network","year":2002,"lang":"en","type":"article","venue":"Applied science and technology","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Smart card; MULTOS; Smart card application protocol data unit; Computer security; Open Smart Card Development Platform; OpenPGP card; Contactless smart card; Computer science; Card security code; Java Card; Credit card; Operating system; World Wide Web","score_opus":0.01373093014126111,"score_gpt":0.19613290258207908,"score_spread":0.18240197244081796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347712810","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":[0.81382596,0.0023298205,0.10169935,0.0009334966,0.0006631704,0.0018421499,0.000012709053,0.00195995,0.076733395],"genre_scores_gemma":[0.99817324,0.000037358473,0.0015676077,0.00003341986,0.000023983592,0.00011960573,2.75808e-7,0.00000835549,0.00003616542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992232,0.0000014010526,0.00012539407,0.00020967753,0.00008929704,0.0003510331],"domain_scores_gemma":[0.99972945,0.000017295417,0.000012812444,0.00017891273,0.000026314498,0.000035223035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031876436,0.000081684,0.0001409649,0.00018550977,0.00009462351,0.0000186897,0.0001855426,0.00012596147,0.0000020315993],"category_scores_gemma":[0.0000113757405,0.00007803906,0.000008930208,0.0007716557,0.00021944846,0.00005790699,0.00003306438,0.000116829535,0.0000076687265],"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":[0.0000069975795,0.000038506056,0.0012625312,0.000096711214,0.0000137969555,0.00000613609,0.0011235942,0.047912702,0.0523249,0.85529846,0.013885498,0.028030194],"study_design_scores_gemma":[0.00018779284,0.000017210452,0.000020767693,0.0000060656803,0.0000019877352,0.0000038753574,0.00006503848,0.9581248,0.0013284523,0.037435755,0.0026933802,0.00011484385],"about_ca_topic_score_codex":0.0000028570842,"about_ca_topic_score_gemma":0.000032202828,"teacher_disagreement_score":0.91021216,"about_ca_system_score_codex":0.00003348654,"about_ca_system_score_gemma":0.000010195656,"threshold_uncertainty_score":0.31823406},"labels":[],"label_agreement":null},{"id":"W2347885589","doi":"","title":"Analyzing the Transplantation of U—Boot on S3C2410","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Booting; Loader; Boot camp; Computer science; Operating system; Kernel (algebra); Function (biology); Embedded system; Mathematics","score_opus":0.004909685848826423,"score_gpt":0.18984164704028986,"score_spread":0.18493196119146343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347885589","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":[0.020861214,0.00020606311,0.9728303,0.000046412806,0.0000149945745,0.00033389768,0.000016429227,0.000113211056,0.0055774865],"genre_scores_gemma":[0.9876699,0.000018023446,0.011869101,0.00001832948,0.00016937913,0.00013711238,0.000028289385,0.000015326577,0.000074544274],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957854,0.000010853918,0.00018640277,0.0000882128,0.00004781479,0.000088160865],"domain_scores_gemma":[0.9997354,0.000046843685,0.000026952042,0.0001577937,0.000020547324,0.000012437057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060944276,0.00007210796,0.00007917843,0.000049192095,0.000056399516,0.000016815651,0.000100154626,0.000031097414,0.0000057897073],"category_scores_gemma":[3.2015908e-8,0.000056328765,0.00004422648,0.00015445391,0.000016025038,0.000024665616,0.0000035608125,0.00006086716,0.000036736703],"study_design_candidate":"bench_or_experimental","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":[0.000014266172,0.00020577261,0.001025345,0.0004884519,0.00013966748,0.0000033006647,0.0012163648,0.3178853,0.45085272,0.069492064,0.028991133,0.12968561],"study_design_scores_gemma":[0.001163934,0.000072296614,0.03729163,0.00016999102,0.00015191922,0.00007584528,0.000081301034,0.06963274,0.2447704,0.0060768183,0.63968444,0.00082869054],"about_ca_topic_score_codex":0.000023464783,"about_ca_topic_score_gemma":0.00000885745,"teacher_disagreement_score":0.9668087,"about_ca_system_score_codex":0.000013510895,"about_ca_system_score_gemma":0.0000035874511,"threshold_uncertainty_score":0.22970204},"labels":[],"label_agreement":null},{"id":"W2348323865","doi":"","title":"Analysis and Realization of Touch Screen Driver under Windows CE.NET","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Calibration; Windows CE; Computer hardware; Net (polyhedron); Computer graphics (images); Embedded system; Microsoft Windows; Operating system; Software","score_opus":0.006750347223754031,"score_gpt":0.21335195457896,"score_spread":0.20660160735520597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348323865","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009407856,0.00013708505,0.9883955,0.000028957384,0.000004025652,0.0002908131,0.000018013548,0.00010081684,0.0016168971],"genre_scores_gemma":[0.9648583,0.00003973202,0.0347297,0.00008234008,0.00007325694,0.000032475335,0.00008707259,0.000011318023,0.000085790416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994584,0.000011484554,0.00021485906,0.00015007415,0.000062957915,0.00010227903],"domain_scores_gemma":[0.99965537,0.00001763934,0.00003737709,0.0002015765,0.00004399787,0.000044028828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004024676,0.00009152338,0.00017134947,0.00016122278,0.000040383875,0.000024445724,0.00009515319,0.000058465776,0.000012851932],"category_scores_gemma":[8.7510806e-8,0.000094219344,0.00005099408,0.0005085637,0.000016227974,0.00005702265,0.000011650708,0.0000449342,0.00000769239],"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":[0.000014183734,0.00029640074,0.012981654,0.00020952459,0.0018065958,0.0000020671037,0.0026417708,0.32075965,0.26232237,0.065182045,0.021572052,0.3122117],"study_design_scores_gemma":[0.0016194489,0.00013135154,0.4791341,0.00008123382,0.0012803337,0.000028587552,0.00018531656,0.29829562,0.033973496,0.011339493,0.17256252,0.0013684793],"about_ca_topic_score_codex":0.00002923002,"about_ca_topic_score_gemma":0.000017601158,"teacher_disagreement_score":0.9554505,"about_ca_system_score_codex":0.000016990178,"about_ca_system_score_gemma":0.000004872737,"threshold_uncertainty_score":0.38421533},"labels":[],"label_agreement":null},{"id":"W2348422684","doi":"","title":"The Design of Observing System Based on Embedded Web Server","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Web server; Embedded system; Data flow diagram; Reliability (semiconductor); Operating system; Protocol (science); Architecture; The Internet; Real-time computing; Computer hardware; Database","score_opus":0.019383602385521465,"score_gpt":0.19619525523002346,"score_spread":0.17681165284450198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348422684","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044346526,0.00024520705,0.99244696,0.00002348667,0.00004678746,0.0008689297,0.000009963862,0.00035889333,0.0015651427],"genre_scores_gemma":[0.9261232,0.00002003034,0.07299509,0.000045003733,0.00013919814,0.0005301535,0.0000070698293,0.000043276617,0.00009695169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909586,0.00005548423,0.00033590628,0.0001741727,0.00013828176,0.00020026999],"domain_scores_gemma":[0.99906176,0.00023530204,0.00005979381,0.0005199913,0.000070534756,0.000052636784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020808603,0.00015068396,0.00017495264,0.000059116803,0.00024626637,0.000026799375,0.00036823825,0.000068426256,0.0000035442483],"category_scores_gemma":[4.4976628e-7,0.00011829197,0.00007597078,0.00025546856,0.00003593346,0.000037673253,0.000021777807,0.000108755405,0.000089418056],"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":[0.000020152724,0.00010220136,0.00019914308,0.00048604183,0.000112302005,0.0000068382246,0.0007241945,0.88847595,0.07164169,0.005050006,0.025825107,0.0073563796],"study_design_scores_gemma":[0.0003534411,0.000026601383,0.00042269926,0.000091836184,0.000013566842,0.000024446828,0.000084477964,0.93595564,0.0080102105,0.00002398028,0.05477792,0.00021517185],"about_ca_topic_score_codex":0.000004226693,"about_ca_topic_score_gemma":0.0000011529826,"teacher_disagreement_score":0.92168856,"about_ca_system_score_codex":0.00006385166,"about_ca_system_score_gemma":0.00003522647,"threshold_uncertainty_score":0.48238066},"labels":[],"label_agreement":null},{"id":"W2348452553","doi":"","title":"The Design and Implementation of a Real-Time Multitask Embedded Device Level Kernel WebitV","year":2004,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; Kernel (algebra); Task (project management); Embedded system; Schedule; Operating system; Real-time computing","score_opus":0.02806135103221073,"score_gpt":0.27062979779418006,"score_spread":0.24256844676196934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348452553","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":[0.55720556,0.0006569667,0.42893487,0.00015006644,0.0002618022,0.001685652,0.000034563494,0.00050617976,0.010564344],"genre_scores_gemma":[0.9737203,0.00012454142,0.025756782,0.000012328814,0.000028620747,0.000031624328,0.000003183392,0.000024745174,0.0002978915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928695,0.000034757802,0.00027497357,0.0001063724,0.000119150835,0.00017781236],"domain_scores_gemma":[0.99957573,0.00012960084,0.000040135954,0.0001640611,0.000042719428,0.000047762675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035289855,0.00011296516,0.00013547516,0.000033671342,0.00007049967,0.000032380613,0.00008330923,0.00004620343,0.000039357084],"category_scores_gemma":[0.000008884573,0.00007990284,0.000028775214,0.00009115919,0.000024075662,0.000097699,0.0000135188175,0.000047376547,0.0000345727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048722344,0.00004975182,0.00043037764,0.00028912915,0.00037781277,0.000011274529,0.0074991584,0.06728135,0.8742953,0.020047422,0.008656854,0.021012845],"study_design_scores_gemma":[0.01048745,0.0006262942,0.026201164,0.0002979947,0.00022534917,0.00010521561,0.018944016,0.17564268,0.7560146,0.006982197,0.0027489492,0.0017240889],"about_ca_topic_score_codex":0.00050074706,"about_ca_topic_score_gemma":0.00015621351,"teacher_disagreement_score":0.41651472,"about_ca_system_score_codex":0.00003858706,"about_ca_system_score_gemma":0.000027326034,"threshold_uncertainty_score":0.32583433},"labels":[],"label_agreement":null},{"id":"W2348863270","doi":"","title":"The Using of DS2406 Dual Addressable Switch","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Power (physics); Dual (grammatical number); Line (geometry); Power-line communication; Energy (signal processing); Electrical engineering; Node (physics); Embedded system; Computer hardware; Telecommunications","score_opus":0.011928197543091282,"score_gpt":0.22433865718715382,"score_spread":0.21241045964406252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348863270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018562539,0.0012799513,0.9753909,0.000083188694,0.000031874057,0.00049799035,0.000013067317,0.00016567938,0.0039748233],"genre_scores_gemma":[0.8226188,0.000047211055,0.17596702,0.000049012575,0.0006900324,0.00019817143,0.000007967254,0.00004352751,0.0003782933],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994317,0.000009797095,0.00023567086,0.00009909446,0.00006778935,0.00015594378],"domain_scores_gemma":[0.9995959,0.00004973372,0.00003456138,0.0002444889,0.000042628777,0.00003270716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100020276,0.000083433704,0.00009862728,0.000029970635,0.00012580687,0.000034277444,0.00016556875,0.000041760795,0.000009570821],"category_scores_gemma":[1.3691653e-7,0.00006753297,0.00004318361,0.00014403046,0.000026448079,0.000052310745,0.000027043421,0.00007423006,0.000060492115],"study_design_candidate":"not_applicable","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":[0.0000050596527,0.00010555991,0.00017893664,0.0001422268,0.00016582306,7.0265406e-7,0.00092775736,0.19082348,0.47228226,0.012858735,0.05052464,0.27198482],"study_design_scores_gemma":[0.00012365093,0.0000039685724,0.00012266227,0.0000133503945,0.000010415493,0.00001566571,0.000029980485,0.092176914,0.024379216,0.00017998296,0.88283116,0.000113042355],"about_ca_topic_score_codex":0.000010701698,"about_ca_topic_score_gemma":0.000010028238,"teacher_disagreement_score":0.8323065,"about_ca_system_score_codex":0.00003104651,"about_ca_system_score_gemma":0.000011638625,"threshold_uncertainty_score":0.2753915},"labels":[],"label_agreement":null},{"id":"W2348935469","doi":"","title":"Analyzing and Porting of U-boot Based on ARM9","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Booting; ARM9; Operating system; Computer science; Embedded system; Process (computing); Microprocessor; Open source; Code (set theory); Software; Programming language","score_opus":0.016147653240662287,"score_gpt":0.20061663297468943,"score_spread":0.18446897973402715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348935469","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023343986,0.00011414281,0.9674007,0.0000065131403,0.000009586688,0.00024346236,0.000005233812,0.00012166102,0.008754663],"genre_scores_gemma":[0.89732105,0.0000029579069,0.10252028,0.000023927905,0.00003925147,0.00006222196,0.0000036755362,0.000014720902,0.000011947509],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999548,0.0000067805695,0.00020091583,0.00011421902,0.000034886743,0.00009518107],"domain_scores_gemma":[0.9997207,0.000024380288,0.000040261453,0.00015626618,0.00002125334,0.000037169393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007690766,0.0000763992,0.00010823546,0.0000804104,0.000033353786,0.000008884793,0.000063793515,0.000033393368,0.000010862336],"category_scores_gemma":[1.7449202e-7,0.00007692634,0.000029063014,0.00011180026,0.000015301297,0.000024554753,0.0000109496905,0.000055696353,0.000011356506],"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":[0.000025217012,0.00044865895,0.018679928,0.0011757938,0.00026078676,0.000010578644,0.004423523,0.02729971,0.35173497,0.016285865,0.0054950686,0.5741599],"study_design_scores_gemma":[0.0015671701,0.00018911234,0.05213222,0.00039557324,0.00012767837,0.00004347494,0.00019593477,0.60577947,0.22395188,0.003705331,0.11056998,0.001342161],"about_ca_topic_score_codex":0.000009834457,"about_ca_topic_score_gemma":0.0000011749794,"teacher_disagreement_score":0.873977,"about_ca_system_score_codex":0.000008936639,"about_ca_system_score_gemma":0.000004568231,"threshold_uncertainty_score":0.3136965},"labels":[],"label_agreement":null},{"id":"W2349532450","doi":"","title":"The Method Realizing DSP Serial EEPROM Bootload By Twice Programming in CCS Environment","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Digital signal processing; Debugging; EEPROM; Embedded system; Computer hardware; Software; Upgrade; Byte; Operating system","score_opus":0.004744185740943616,"score_gpt":0.22204537790256604,"score_spread":0.21730119216162241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349532450","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005066296,0.00038439524,0.9919858,0.00014672981,0.00007507058,0.0011825447,0.000013292222,0.00022648316,0.0009194132],"genre_scores_gemma":[0.078461304,0.00008867149,0.91664195,0.00008714124,0.0008083536,0.0034680928,0.000067519635,0.000104389575,0.00027260353],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989985,0.000035927766,0.00031703073,0.00025683572,0.000095457195,0.0002962408],"domain_scores_gemma":[0.9993892,0.00010231602,0.000043819447,0.00038751215,0.000011506077,0.00006565398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038467272,0.00015471717,0.00013847131,0.00003826402,0.00017479858,0.00012851987,0.00031696577,0.000104614155,0.0000069184102],"category_scores_gemma":[4.853411e-7,0.00013362023,0.000046803027,0.00013487837,0.00003120258,0.00006373333,0.00005431564,0.00031327832,0.00006989209],"study_design_candidate":"not_applicable","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":[0.0000038964813,0.000060773084,0.000067544264,0.00003344054,0.00003090293,9.027117e-7,0.0005742532,0.0014600859,0.545022,0.002083998,0.0065005026,0.4441617],"study_design_scores_gemma":[0.00019185327,0.000008083061,0.00014636826,0.0000072898993,0.0000068943555,0.000010658169,0.00005316692,0.0078585455,0.008972049,0.00019968649,0.9823768,0.00016859059],"about_ca_topic_score_codex":0.000070884205,"about_ca_topic_score_gemma":0.00006385327,"teacher_disagreement_score":0.97587633,"about_ca_system_score_codex":0.000046519526,"about_ca_system_score_gemma":0.000008913472,"threshold_uncertainty_score":0.5448874},"labels":[],"label_agreement":null},{"id":"W2349743533","doi":"","title":"eCos Real-Time Kernel Analysis","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interrupt; Computer science; Kernel (algebra); Operating system; Parallel computing; Embedded system; Microcontroller; Mathematics","score_opus":0.004871136469660254,"score_gpt":0.21336716353470944,"score_spread":0.2084960270650492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349743533","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0136865545,0.00007118032,0.96658176,0.000012767921,0.00001284785,0.00032399688,0.000013412032,0.0005265869,0.018770903],"genre_scores_gemma":[0.6009388,0.000052676194,0.3953776,0.000093082,0.0007545869,0.00031266292,0.00016681869,0.000088532135,0.0022151947],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999215,0.000007488058,0.00027560705,0.00019352538,0.00007460971,0.00023376243],"domain_scores_gemma":[0.9994777,0.000048684986,0.000028844823,0.000315253,0.000037670383,0.000091887516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018481539,0.00012383767,0.00018196949,0.00021394792,0.00006774702,0.00004024174,0.00019276566,0.00007271719,0.00007265549],"category_scores_gemma":[8.151385e-8,0.00013063478,0.00011978231,0.0007180748,0.000013637162,0.000046718327,0.000021453092,0.00007614386,0.00086749456],"study_design_candidate":"not_applicable","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":[0.000008876452,0.00023288002,0.002444058,0.000154735,0.0024575868,0.000015294752,0.001426361,0.05804839,0.66452724,0.006271875,0.07532059,0.18909211],"study_design_scores_gemma":[0.00037828877,0.00001606458,0.024148803,0.000012606834,0.00039704776,0.000022190225,0.000045398057,0.11792782,0.017180672,0.0005230824,0.838593,0.0007550226],"about_ca_topic_score_codex":0.000026717085,"about_ca_topic_score_gemma":0.00001730357,"teacher_disagreement_score":0.7632724,"about_ca_system_score_codex":0.000055316086,"about_ca_system_score_gemma":0.000005821204,"threshold_uncertainty_score":0.9999105},"labels":[],"label_agreement":null},{"id":"W2350251933","doi":"","title":"The Research and Application of Motorola C5 Network Processor","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Architecture; Software; Embedded system; Network architecture; Computer architecture; Software engineering; Systems engineering; Operating system; Computer network; Engineering","score_opus":0.015257701111790372,"score_gpt":0.26845520285772007,"score_spread":0.2531975017459297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350251933","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056443485,0.0032825733,0.9869549,0.00024854983,0.000010803634,0.0012936894,0.000005348193,0.00014583123,0.0024139541],"genre_scores_gemma":[0.930661,0.00019973567,0.066045485,0.000028618719,0.0008432842,0.0019040995,0.000008820458,0.000033679775,0.0002752665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993051,0.000018870627,0.00022167618,0.00014559786,0.000104992716,0.00020373648],"domain_scores_gemma":[0.99941635,0.00013618817,0.000029520319,0.00025859106,0.000115774106,0.000043586504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037454077,0.000074593314,0.000089759895,0.00003570605,0.00023964219,0.00004612863,0.00022185018,0.000051887724,0.0000011674632],"category_scores_gemma":[3.3089367e-7,0.000059852642,0.000017752314,0.00028453633,0.00007331248,0.000049492533,0.000040416893,0.00012996969,0.000037414804],"study_design_candidate":"not_applicable","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":[0.000008730255,0.00007473097,0.00042300642,0.00019852152,0.000059735743,9.631069e-8,0.0007673561,0.021239577,0.036919575,0.03490017,0.031201674,0.87420684],"study_design_scores_gemma":[0.00009827256,0.00001212641,0.0007863824,0.000010686588,0.0000035269193,0.0000050566236,0.000028744214,0.057240922,0.0022349595,0.0022094732,0.937289,0.00008082172],"about_ca_topic_score_codex":0.000006028877,"about_ca_topic_score_gemma":0.000022799788,"teacher_disagreement_score":0.92501664,"about_ca_system_score_codex":0.000025456795,"about_ca_system_score_gemma":0.000009594862,"threshold_uncertainty_score":0.24407199},"labels":[],"label_agreement":null},{"id":"W2350724987","doi":"","title":"The Design of Embedded System Based on UML and μC/OS-II","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unified Modeling Language; Computer science; Applications of UML; Class diagram; UML tool; Embedded system; Class (philosophy); Process (computing); Programming language; Software","score_opus":0.007037631914470243,"score_gpt":0.19163535132202217,"score_spread":0.18459771940755193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350724987","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012572837,0.00037040887,0.99523956,0.00009693179,0.000020176254,0.00078132283,0.000009555436,0.00020817587,0.0020165695],"genre_scores_gemma":[0.8939512,0.000013986544,0.10517572,0.000058771726,0.00019981492,0.00045201374,0.000004836758,0.00003115586,0.00011253139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928355,0.00003477671,0.00027181688,0.00015851152,0.000088767134,0.00016258098],"domain_scores_gemma":[0.99937886,0.00014920841,0.00004598065,0.00033370336,0.000040331754,0.00005189067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020361124,0.00013012496,0.00014667981,0.000055983317,0.0002093715,0.00003849972,0.00019207587,0.00005942078,0.000002676559],"category_scores_gemma":[3.2151223e-7,0.000100074816,0.00003897008,0.00013642991,0.000033590743,0.000033303204,0.000022399608,0.0000856275,0.00003626021],"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":[0.000027214559,0.0001475508,0.00004838854,0.00043053323,0.00012436623,0.0000011705877,0.0010957697,0.6240461,0.065002225,0.016203534,0.03492566,0.25794747],"study_design_scores_gemma":[0.000305472,0.000034862274,0.00014966894,0.000055679426,0.000014816804,0.000009036077,0.000042861455,0.83720565,0.0073567536,0.00003608511,0.1546364,0.00015269734],"about_ca_topic_score_codex":0.0000025438094,"about_ca_topic_score_gemma":0.0000014624223,"teacher_disagreement_score":0.8926939,"about_ca_system_score_codex":0.00004542482,"about_ca_system_score_gemma":0.000013340034,"threshold_uncertainty_score":0.40809327},"labels":[],"label_agreement":null},{"id":"W2350854364","doi":"","title":"Porting μC/OS-II on TMS320LF2407A","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Computer science; Operating system; Task (project management); Kernel (algebra); Digital signal processing; Software; Embedded system; Stack (abstract data type); Code (set theory); Parallel computing; Programming language; Computer hardware; Set (abstract data type); Mathematics","score_opus":0.003923896015783997,"score_gpt":0.17826104116612543,"score_spread":0.17433714515034143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350854364","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025880562,0.00026733679,0.90933865,0.000118745906,0.000063679596,0.00067964575,0.000017074277,0.0009780952,0.06265622],"genre_scores_gemma":[0.9358038,0.0000047463177,0.061204404,0.00016672154,0.0009986486,0.00044659,0.00006289781,0.000063241925,0.0012489962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915797,0.000008587438,0.00030870165,0.00020808485,0.00008567977,0.00023096334],"domain_scores_gemma":[0.99958026,0.00002720647,0.000041649022,0.00027644786,0.000028228624,0.000046233203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076043514,0.00014989557,0.00014009315,0.00008236529,0.00017566465,0.00004624418,0.00018031453,0.00006880186,0.000023872552],"category_scores_gemma":[1.122863e-7,0.00015361229,0.00006395803,0.00019152903,0.000014204355,0.000047529167,0.000030436377,0.00012333586,0.00034915475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056993135,0.00047501235,0.00068614446,0.00021822553,0.00010554694,0.000012014538,0.00054894644,0.11054573,0.22886163,0.07299083,0.39576685,0.18978338],"study_design_scores_gemma":[0.00022136915,0.000017022263,0.0020609698,0.000023907762,0.000008386239,0.000016405604,0.000009474998,0.01056409,0.007786013,0.0012089802,0.97781533,0.00026803638],"about_ca_topic_score_codex":0.000024849798,"about_ca_topic_score_gemma":0.0000075417743,"teacher_disagreement_score":0.9099232,"about_ca_system_score_codex":0.000047190955,"about_ca_system_score_gemma":0.000006959455,"threshold_uncertainty_score":0.62641275},"labels":[],"label_agreement":null},{"id":"W2351075717","doi":"","title":"Automobile Anti-theft System of Network Based on S3C2410","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; ARM9; General Packet Radio Service; Reliability (semiconductor); Embedded system; Security system; Automotive industry; Computer security; Real-time computing; Telecommunications; Wireless","score_opus":0.007421614384276561,"score_gpt":0.18289414712560717,"score_spread":0.17547253274133062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351075717","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010987866,0.00019314126,0.98036265,0.000011643907,0.000063193555,0.0007402151,0.000022554588,0.0006183059,0.007000451],"genre_scores_gemma":[0.9447699,0.000005802155,0.05442925,0.00004122119,0.00030501178,0.00032831976,0.000019431414,0.000037388174,0.0000636768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917877,0.000022353048,0.000306695,0.00018346519,0.00010318462,0.00020551035],"domain_scores_gemma":[0.99939746,0.00006171366,0.00005201005,0.00038416407,0.000045054687,0.000059588576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093293405,0.00014304303,0.00023220388,0.00007285972,0.00010604335,0.000010699647,0.00021147936,0.00007826264,0.000011059609],"category_scores_gemma":[1.03236594e-7,0.00014191736,0.00008380197,0.0002755335,0.000030504336,0.00002814919,0.000015579755,0.00009927269,0.00014682647],"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":[0.000003718158,0.00010083716,0.000697185,0.00036628175,0.00005273237,0.000006001347,0.00020964062,0.9415927,0.009864799,0.0030846763,0.03792958,0.0060918434],"study_design_scores_gemma":[0.00048759236,0.00004620764,0.003480161,0.0001743546,0.000019752031,0.00005725836,0.00002113542,0.66932136,0.0072570536,0.00003251397,0.31873518,0.00036744875],"about_ca_topic_score_codex":0.000006676917,"about_ca_topic_score_gemma":6.5148953e-7,"teacher_disagreement_score":0.93378204,"about_ca_system_score_codex":0.000047288846,"about_ca_system_score_gemma":0.000019588831,"threshold_uncertainty_score":0.57872224},"labels":[],"label_agreement":null},{"id":"W2351176787","doi":"","title":"VHDL Design of High Speed Data Flow Jumping Algorithm","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"VHDL; Computer science; Algorithm; Pipeline (software); Jumping; Data flow diagram; Broadband; Speedup; Computer hardware; Data-flow analysis; Flow (mathematics); Real-time computing; Embedded system; Parallel computing; Field-programmable gate array; Telecommunications; Operating system","score_opus":0.0203217402671736,"score_gpt":0.2188835924609446,"score_spread":0.198561852193771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351176787","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038056984,0.00034666716,0.9977919,0.000013214188,0.000039933064,0.0005800406,0.00013979212,0.000256041,0.00045185036],"genre_scores_gemma":[0.058250897,0.00001205092,0.9406883,0.000015264273,0.00049345894,0.000067416724,0.00033227672,0.000041946067,0.00009837186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990701,0.000020584137,0.00035390622,0.0002659805,0.00009661688,0.00019280305],"domain_scores_gemma":[0.99911493,0.000057164885,0.000048336024,0.0006930039,0.00004851715,0.000038071474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014872533,0.00014416584,0.00021434764,0.00008774546,0.000057019566,0.000036813588,0.00051880546,0.00007125873,0.000012347161],"category_scores_gemma":[1.5295876e-7,0.00015395257,0.00003333094,0.0002442485,0.000024598326,0.000110942485,0.000085355656,0.000087566645,0.00009107764],"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":[0.0000026874022,0.0001676487,0.000051414943,0.00021157843,0.00013301734,0.00000406841,0.00016413462,0.4805865,0.08751304,0.0017711365,0.09241258,0.3369822],"study_design_scores_gemma":[0.00026855394,0.000008406111,0.00033778383,0.000027389991,0.00002430461,0.00001180682,0.000011658424,0.91729707,0.010531727,0.00081823557,0.070426196,0.00023688581],"about_ca_topic_score_codex":0.00011296771,"about_ca_topic_score_gemma":0.00000473365,"teacher_disagreement_score":0.43671057,"about_ca_system_score_codex":0.000028290538,"about_ca_system_score_gemma":0.000015146092,"threshold_uncertainty_score":0.62780035},"labels":[],"label_agreement":null},{"id":"W2351194233","doi":"","title":"Design of USB Host based on SL811","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Host controller interface; eXtensible Host Controller Interface (xHCI); PC Card; USB hub; Computer science; Host (biology); Embedded system; Operating system; Computer hardware; Microcontroller; Software; Reading (process); Flash (photography); File system","score_opus":0.01926392012504179,"score_gpt":0.20175195255725156,"score_spread":0.18248803243220976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351194233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014528668,0.00008387554,0.99587935,0.00001870799,0.00001684971,0.0005235158,0.0000100727675,0.00019268694,0.0018220562],"genre_scores_gemma":[0.69965124,0.000014024514,0.29957467,0.000116895884,0.0001234974,0.0003532845,0.000013174109,0.00003890641,0.00011429726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994149,0.00001790972,0.00020901188,0.00014165704,0.0000828324,0.00013365665],"domain_scores_gemma":[0.9995331,0.00007158429,0.000029929144,0.0002813505,0.000037868067,0.000046146586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000622037,0.00011207444,0.00014246153,0.000089670175,0.00006392961,0.000007664829,0.00016937898,0.000056383873,0.000017783368],"category_scores_gemma":[1.6329832e-7,0.00011341857,0.00004613394,0.00019041839,0.000027802007,0.000027715296,0.0000091386655,0.0000760923,0.00014521215],"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":[0.000015080941,0.00027546939,0.00026758216,0.00017466006,0.00006589398,0.000006903213,0.00079711137,0.6734024,0.2620628,0.001306391,0.046706457,0.014919246],"study_design_scores_gemma":[0.00081836595,0.00010809034,0.0025971837,0.00006872463,0.000019753801,0.000038265684,0.000010612496,0.6226622,0.10520415,0.00013223679,0.2678171,0.0005233433],"about_ca_topic_score_codex":0.0000051449647,"about_ca_topic_score_gemma":2.8095354e-7,"teacher_disagreement_score":0.6981984,"about_ca_system_score_codex":0.000025262392,"about_ca_system_score_gemma":0.000017935157,"threshold_uncertainty_score":0.46250752},"labels":[],"label_agreement":null},{"id":"W2351364343","doi":"","title":"Application of Zigbee Sensor Networks in the Remote Street Lamp Monitoring System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; Wireless sensor network; Reliability (semiconductor); Software; NeuRFon; Wireless; Key (lock); Computer hardware; Construct (python library); Real-time computing; Remote monitoring and control; Remote control; Data acquisition; Wireless network; Computer network; Control (management); Telecommunications; Key distribution in wireless sensor networks; Operating system","score_opus":0.00926528140470738,"score_gpt":0.22242589065515073,"score_spread":0.21316060925044333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351364343","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011904316,0.00037337845,0.98549145,0.000038076207,0.000024976353,0.00090232614,0.000004719828,0.00019095016,0.0010698045],"genre_scores_gemma":[0.9569484,0.000016098566,0.04251541,0.000019399919,0.0003513656,0.00011522423,0.000011479453,0.000015361236,0.0000072412695],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914324,0.00003433784,0.00036346458,0.00017523782,0.00009985517,0.00018386531],"domain_scores_gemma":[0.9994071,0.00005872755,0.00006207792,0.00040384097,0.000038274262,0.00002993736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019616676,0.00012995405,0.00017362519,0.00007691447,0.00005469894,0.00002916225,0.00031396525,0.00008536783,3.0616505e-7],"category_scores_gemma":[1.6500938e-7,0.00011243884,0.00005119095,0.00037933627,0.000012551965,0.000045512235,0.000011249844,0.00015111463,0.000012465512],"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":[0.0000069312828,0.00010710153,0.0016775005,0.00029624172,0.000043907243,0.0000036994961,0.001295503,0.4333378,0.045107763,0.008371169,0.001219785,0.5085326],"study_design_scores_gemma":[0.00057769485,0.000041039595,0.026368551,0.00022766339,0.000035685658,0.000053956483,0.0008168068,0.9203113,0.005853479,0.0003126674,0.04492826,0.00047292755],"about_ca_topic_score_codex":0.00003301513,"about_ca_topic_score_gemma":0.000006051387,"teacher_disagreement_score":0.9450441,"about_ca_system_score_codex":0.00005632258,"about_ca_system_score_gemma":0.0000050795743,"threshold_uncertainty_score":0.45851225},"labels":[],"label_agreement":null},{"id":"W2351505576","doi":"","title":"ARINC429 Receiving Board Based on SOPC and CPCI BUS","year":2009,"lang":"en","type":"article","venue":"Science Technology and Engineering","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Embedded system; Computer hardware; Field-programmable gate array; Computer science; PCI configuration space; System bus; Conventional PCI; Back-side bus; Interface (matter); PCI Express; System on a chip; Engineering; Control bus; Local bus; Operating system","score_opus":0.004923124300270653,"score_gpt":0.1892044888812792,"score_spread":0.18428136458100855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351505576","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":[0.9452013,0.00089266844,0.044916388,0.000550526,0.00042883874,0.00018532295,0.0000014652269,0.0019218539,0.0059016543],"genre_scores_gemma":[0.99538445,0.00003203007,0.0044812444,0.000037002777,0.000025539204,0.000006821232,1.681029e-7,0.000010484754,0.000022271965],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918365,0.0000023997154,0.00012273532,0.0002384321,0.000111943664,0.00034082204],"domain_scores_gemma":[0.99966145,0.000025417825,0.000012040798,0.0002074368,0.000015939786,0.00007772626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028190677,0.00014002285,0.00014555013,0.00084638613,0.00012796579,0.000048085003,0.00015894935,0.00013062557,0.0000026488028],"category_scores_gemma":[0.00006727323,0.00013541488,0.000012577783,0.0009462365,0.00014005814,0.00014530326,0.000020199102,0.0002354623,0.0000045284673],"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":[0.000009274868,0.000030941108,0.0035212087,0.00015963396,0.000016365819,0.00006116288,0.00032530344,0.34666097,0.46999878,0.07123567,0.00020023741,0.10778044],"study_design_scores_gemma":[0.0002843713,0.00017010338,0.014086991,0.00017275452,0.0000065620134,0.000046827397,0.000075397984,0.9643822,0.017685782,0.0012060466,0.0014977149,0.00038526775],"about_ca_topic_score_codex":0.0000012456401,"about_ca_topic_score_gemma":6.175672e-7,"teacher_disagreement_score":0.6177212,"about_ca_system_score_codex":0.000033832424,"about_ca_system_score_gemma":0.000011047945,"threshold_uncertainty_score":0.55220586},"labels":[],"label_agreement":null},{"id":"W2351558580","doi":"","title":"The Application of MAX72 19 in Mix LED Displaying System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; LED display; Computer hardware; Chip; Operating system; Telecommunications","score_opus":0.004957311113012449,"score_gpt":0.2187794540453151,"score_spread":0.21382214293230264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351558580","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013692527,0.0005335715,0.98220015,0.00002105897,0.000029430033,0.000864631,0.000005530627,0.00017000451,0.0024831127],"genre_scores_gemma":[0.9799276,0.00001061647,0.019432288,0.00001178243,0.000116380164,0.00042956683,0.00001088102,0.000023268814,0.000037623475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990814,0.000015373751,0.00044842288,0.0001546791,0.00008786328,0.00021227587],"domain_scores_gemma":[0.9993753,0.0001485563,0.00006540463,0.00032530798,0.00003654476,0.00004888903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044357433,0.00010886359,0.00014362243,0.0000896545,0.00010269303,0.000025890311,0.0002656042,0.00006710427,5.493582e-7],"category_scores_gemma":[3.2465655e-7,0.000091762304,0.000046789257,0.0003517135,0.000027346048,0.000039190694,0.000025857866,0.00010493623,0.000040303305],"study_design_candidate":"not_applicable","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":[0.000026103968,0.00013906529,0.006023602,0.0011679728,0.00011760241,0.00000431108,0.0018695068,0.02395874,0.31844592,0.13819103,0.0034214065,0.5066347],"study_design_scores_gemma":[0.0009199808,0.000019247167,0.021712821,0.00014424928,0.000029849427,0.00007018387,0.0009898825,0.1494818,0.02216295,0.00063974847,0.8032525,0.0005767603],"about_ca_topic_score_codex":0.000053163312,"about_ca_topic_score_gemma":0.00008400147,"teacher_disagreement_score":0.96623504,"about_ca_system_score_codex":0.000120740035,"about_ca_system_score_gemma":0.000010325191,"threshold_uncertainty_score":0.3741958},"labels":[],"label_agreement":null},{"id":"W2351613507","doi":"","title":"The Design and Implementation of Keyboard Controller in Embedded SoC","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Controller (irrigation); Embedded system; Field-programmable gate array; Reusability; Computer hardware; Operating system; Software","score_opus":0.007123927234325653,"score_gpt":0.24915384538928517,"score_spread":0.24202991815495953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351613507","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017262673,0.00045577777,0.9810791,0.00003159379,0.00001167765,0.000882475,0.0000024371934,0.000044224766,0.00023006857],"genre_scores_gemma":[0.9292487,0.000049096674,0.07033275,0.000025097617,0.000058776135,0.00024365705,0.000003124836,0.000015364321,0.000023467133],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939036,0.000019107069,0.00029326204,0.00009489131,0.0000521632,0.00015021588],"domain_scores_gemma":[0.99962616,0.0001797943,0.00003655319,0.000101727324,0.000027929189,0.000027848577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000428596,0.000074313626,0.00010536593,0.00005693977,0.000057947083,0.000023056387,0.00009216608,0.00003597567,0.0000025654901],"category_scores_gemma":[1.7450303e-7,0.000060636965,0.0000218002,0.00013120967,0.000024828641,0.000034682605,0.000013425619,0.000057847847,0.0000059927347],"study_design_candidate":"design_other","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":[0.000028297662,0.000046343117,0.0015218357,0.00009561095,0.00010535425,0.0000012361602,0.0035909282,0.0067631523,0.2272191,0.011700959,0.0063653537,0.7425618],"study_design_scores_gemma":[0.008744124,0.00018061894,0.09436219,0.00010174209,0.00009188656,0.000058228405,0.006381455,0.111443296,0.25140965,0.010909445,0.51500314,0.0013142487],"about_ca_topic_score_codex":0.000014622463,"about_ca_topic_score_gemma":0.00004321121,"teacher_disagreement_score":0.911986,"about_ca_system_score_codex":0.000024169442,"about_ca_system_score_gemma":0.0000074798118,"threshold_uncertainty_score":0.24727036},"labels":[],"label_agreement":null},{"id":"W2352099217","doi":"","title":"The Design of Network Equipment's Driving Program in Embedded Linux","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; Networking hardware; Operating system; Process (computing); Linux Unified Key Setup; Linux kernel","score_opus":0.011279721439110997,"score_gpt":0.24742527038463547,"score_spread":0.23614554894552447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352099217","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025187,0.0005968531,0.99404883,0.000015124734,0.000041705403,0.001463831,7.4884616e-7,0.00021277758,0.001101404],"genre_scores_gemma":[0.51449263,0.000054732394,0.48401773,0.000025002924,0.0003846418,0.0008867014,0.000006924345,0.000044842833,0.00008679334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893606,0.000027509408,0.0004416539,0.00014865033,0.00008889079,0.0003572457],"domain_scores_gemma":[0.999333,0.00025047516,0.000055660807,0.0002727887,0.00003796325,0.000050090162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006599826,0.00012332053,0.00014963746,0.000058426,0.000098626566,0.00004511579,0.00028814195,0.00007148695,0.000002504619],"category_scores_gemma":[5.2237806e-7,0.00010331847,0.000045694662,0.00041638417,0.000035641202,0.000042432053,0.00003900539,0.00013731899,0.000019972256],"study_design_candidate":"design_other","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":[0.000011105428,0.00015540971,0.0010797015,0.00008900445,0.00008452407,0.0000028769166,0.001018184,0.23804264,0.028139435,0.004643277,0.009620918,0.71711296],"study_design_scores_gemma":[0.00094285206,0.000112542184,0.012575622,0.0002299626,0.000032072552,0.00002287378,0.00027786006,0.26345056,0.012751415,0.004016018,0.7048227,0.0007654896],"about_ca_topic_score_codex":0.000004431911,"about_ca_topic_score_gemma":0.000028131188,"teacher_disagreement_score":0.71634746,"about_ca_system_score_codex":0.000048717095,"about_ca_system_score_gemma":0.000013746633,"threshold_uncertainty_score":0.42132047},"labels":[],"label_agreement":null},{"id":"W2352342278","doi":"","title":"Application of LZW Data Compression Coding in USB Data Acquisition System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Computer science; Computer hardware; Embedded system; Data compression; Coding (social sciences); eXtensible Host Controller Interface (xHCI); Data acquisition; Digital signal processing; Host controller interface; USB hub; Operating system; Software; Artificial intelligence","score_opus":0.02957253202680772,"score_gpt":0.2745071533006937,"score_spread":0.244934621273886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352342278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038180542,0.00036302992,0.99356645,0.000011162721,0.000034970024,0.0008674291,0.0002167586,0.00023370472,0.00088843476],"genre_scores_gemma":[0.9126633,0.000013560364,0.08536496,0.000012842417,0.00020714382,0.000078328885,0.00162584,0.000027991715,0.0000060767256],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986658,0.000022299713,0.00056862837,0.00040441376,0.00013257975,0.00020627068],"domain_scores_gemma":[0.99802893,0.00008949557,0.000102831844,0.0016773742,0.000045686116,0.00005567152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064550457,0.00013620514,0.00021534995,0.00016592817,0.000057579095,0.0000275395,0.0011179644,0.00010047095,0.0000024577166],"category_scores_gemma":[3.7342934e-7,0.0001465149,0.000018279474,0.00038048683,0.000022549197,0.00025399073,0.00032484892,0.0001220976,0.00004230426],"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":[0.000026078675,0.00027235306,0.0031619081,0.002006679,0.00008902494,0.0000053080844,0.00069372513,0.013728869,0.6276395,0.011973482,0.011770751,0.32863232],"study_design_scores_gemma":[0.00048964034,0.000007962175,0.00800267,0.00024873207,0.000025078305,0.000030953943,0.00014928485,0.87443906,0.009078089,0.0000683311,0.10715832,0.0003018927],"about_ca_topic_score_codex":0.00007967617,"about_ca_topic_score_gemma":0.000039655108,"teacher_disagreement_score":0.9088452,"about_ca_system_score_codex":0.0000806403,"about_ca_system_score_gemma":0.0000109215325,"threshold_uncertainty_score":0.5974704},"labels":[],"label_agreement":null},{"id":"W2352492203","doi":"","title":"Design and Realization of Interface Between DSP and CAN Controller Based on CPLD","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Complex programmable logic device; Computer science; Interface (matter); Digital signal processing; Embedded system; Computer hardware; Controller (irrigation); Realization (probability); System bus; Digital signal processor; Programmable logic device; CAN bus; Parallel computing","score_opus":0.010691527909572883,"score_gpt":0.2269562752472941,"score_spread":0.2162647473377212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352492203","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059639625,0.00013605677,0.9928948,0.000025280702,0.000005966902,0.0005800185,0.000010324987,0.00007368199,0.000309859],"genre_scores_gemma":[0.94364876,0.000007124661,0.056156464,0.000040940515,0.00005448486,0.000046813297,0.000009508178,0.000017563025,0.000018323602],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948126,0.000017237824,0.0002104809,0.00013375905,0.000049904545,0.00010737901],"domain_scores_gemma":[0.999617,0.0001533013,0.000035952064,0.000108613065,0.000032224194,0.000052912474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020777737,0.00009358232,0.00014605842,0.000089395515,0.000038772618,0.000018586834,0.000058270463,0.0000584647,0.000001492755],"category_scores_gemma":[3.5545423e-7,0.00009260243,0.000013901935,0.00010468769,0.000024256111,0.000021424601,0.000010099992,0.00005585446,0.0000021423773],"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":[0.00009618876,0.0001657494,0.0060789976,0.00074858265,0.00027229264,0.0000021415278,0.003351049,0.18874533,0.34562308,0.007403013,0.008101745,0.43941185],"study_design_scores_gemma":[0.004214112,0.00033532485,0.035435554,0.0003115481,0.00014307228,0.000016708464,0.00013503243,0.67258364,0.18216415,0.0018561523,0.10176292,0.0010418218],"about_ca_topic_score_codex":0.000013875381,"about_ca_topic_score_gemma":0.0000035223761,"teacher_disagreement_score":0.93768483,"about_ca_system_score_codex":0.000019532452,"about_ca_system_score_gemma":0.0000052670816,"threshold_uncertainty_score":0.37762174},"labels":[],"label_agreement":null},{"id":"W2353462320","doi":"","title":"Realization of Embedded Network System Based on S3C44B0X and uCLinux","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Embedded system; Computer hardware","score_opus":0.002913850073224641,"score_gpt":0.16778622494950998,"score_spread":0.16487237487628534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353462320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026386322,0.00018684722,0.99090904,0.000010528023,0.000028059703,0.0005232664,0.000017292308,0.0002821044,0.0054042595],"genre_scores_gemma":[0.94850975,0.0000039489078,0.05069593,0.000041300274,0.0003746276,0.00021332684,0.00007513881,0.00003452077,0.000051453346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929667,0.000021252261,0.00030257614,0.00016401627,0.000075902666,0.00013960016],"domain_scores_gemma":[0.9995826,0.000052284995,0.000056400826,0.00023128229,0.000043828393,0.000033587745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010197861,0.0001172522,0.00016727355,0.00006673711,0.00006171834,0.000025064359,0.000090271096,0.0000733283,0.0000027311587],"category_scores_gemma":[1.0425331e-7,0.00011997383,0.000036001904,0.0002160666,0.000018246245,0.000036276506,0.0000105847885,0.000053963427,0.000014981609],"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":[0.0000075921503,0.000065251435,0.0006078328,0.00061019434,0.000027067787,0.0000011485811,0.00007811363,0.8801,0.009966142,0.07414426,0.025403196,0.008989179],"study_design_scores_gemma":[0.0005782459,0.000035975405,0.0034646709,0.00021352958,0.000032670872,0.000010491598,0.000028201994,0.88964957,0.0034196996,0.0007242851,0.101520546,0.0003221191],"about_ca_topic_score_codex":0.000020768435,"about_ca_topic_score_gemma":0.0000047272297,"teacher_disagreement_score":0.9458711,"about_ca_system_score_codex":0.00003349329,"about_ca_system_score_gemma":0.000007964184,"threshold_uncertainty_score":0.4892391},"labels":[],"label_agreement":null},{"id":"W2353652684","doi":"","title":"SF_6 Detecting Distributed System Based in GIS Through CAN Net and Embeded System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Microcontroller; Net (polyhedron); Detector; Real-time computing; Embedded system; Distributed computing; Computer hardware; Telecommunications","score_opus":0.007842821175301903,"score_gpt":0.20694103768285238,"score_spread":0.19909821650755047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353652684","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":[0.049264956,0.00026534993,0.94781566,0.00001744478,0.000046849338,0.0008677865,0.000062942556,0.0006754832,0.000983515],"genre_scores_gemma":[0.9559711,0.0000013723343,0.043491278,0.000023439883,0.00015487817,0.0002587261,0.00005178634,0.000040011513,0.0000073708993],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872243,0.000030482594,0.000487633,0.00030087307,0.000096276795,0.0003622988],"domain_scores_gemma":[0.9993961,0.00011073022,0.00006291158,0.00029466505,0.000043083135,0.00009251833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031194199,0.00020627433,0.0002720754,0.00011640271,0.00012525884,0.00007853748,0.00017045616,0.00012850272,0.0000012113074],"category_scores_gemma":[4.67163e-7,0.00021977605,0.00004462013,0.00044773365,0.000021428212,0.00006277637,0.000030803454,0.00017056848,0.000017045713],"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":[0.00012310516,0.00061691366,0.015141296,0.024442429,0.00078447536,0.00039147664,0.01826334,0.2518911,0.40555468,0.049026944,0.009751812,0.22401239],"study_design_scores_gemma":[0.0033362869,0.000074372736,0.011605378,0.0014760836,0.00010127769,0.0005096949,0.005952363,0.79631627,0.046385944,0.00009003771,0.13225572,0.0018965552],"about_ca_topic_score_codex":0.00021957511,"about_ca_topic_score_gemma":0.00024945117,"teacher_disagreement_score":0.90670615,"about_ca_system_score_codex":0.00031202505,"about_ca_system_score_gemma":0.000015943922,"threshold_uncertainty_score":0.8962207},"labels":[],"label_agreement":null},{"id":"W2353786621","doi":"","title":"Design of Data Acquisition System Base on USB","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Computer science; Host controller interface; eXtensible Host Controller Interface (xHCI); Data acquisition; Computer hardware; Embedded system; USB hub; PC Card; Base (topology); Software; Operating system","score_opus":0.034178884019670924,"score_gpt":0.24342353941031764,"score_spread":0.2092446553906467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353786621","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006174643,0.00019899158,0.99709505,0.000032292344,0.000017248345,0.00063004857,0.0000742768,0.00029616905,0.0010384817],"genre_scores_gemma":[0.56579363,0.000008974583,0.43332547,0.000058652735,0.0004012795,0.0002054284,0.00012676447,0.000033521912,0.000046264293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992458,0.000027417196,0.00028083,0.00022197627,0.00008950067,0.00013445965],"domain_scores_gemma":[0.99910736,0.00005983738,0.0000439018,0.0007055125,0.0000356466,0.00004773218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017666096,0.000115876006,0.00014695806,0.0000815975,0.000048557537,0.000023800616,0.00040242256,0.000059338927,0.000012562877],"category_scores_gemma":[9.191221e-8,0.00011743616,0.000025086967,0.00014940907,0.000012795238,0.00013206198,0.00004438425,0.00006895545,0.0002997623],"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":[0.000016815158,0.00022300011,0.000016240318,0.0006031566,0.00013589005,0.0000024749083,0.000515022,0.46583885,0.22033513,0.008660114,0.0703302,0.2333231],"study_design_scores_gemma":[0.00037329737,0.000029309896,0.00010322876,0.00011905802,0.00002938013,0.000026428796,0.0000313699,0.79335505,0.026202662,0.000037297108,0.17942612,0.0002668131],"about_ca_topic_score_codex":0.0000039969864,"about_ca_topic_score_gemma":7.104383e-7,"teacher_disagreement_score":0.5651762,"about_ca_system_score_codex":0.000061210914,"about_ca_system_score_gemma":0.000010513328,"threshold_uncertainty_score":0.47889075},"labels":[],"label_agreement":null},{"id":"W2354243356","doi":"","title":"Linux Transplantation Based on Processor of S3C2410","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Booting; Computer science; Linux kernel; Operating system; Embedded system; Kernel (algebra); Transplantation; Linux Unified Key Setup; GNU/Linux; Configfs","score_opus":0.005131607662317931,"score_gpt":0.20295308295611625,"score_spread":0.19782147529379832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354243356","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004572057,0.000058175363,0.990918,0.00008367515,0.000010287218,0.00044499603,0.00001935823,0.00019383436,0.0036996526],"genre_scores_gemma":[0.9334365,0.000009505458,0.06604821,0.00020696642,0.000090771515,0.00012322245,0.000039091497,0.00001367475,0.000032073323],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995129,0.000007002734,0.00019256592,0.00011756317,0.00007060259,0.00009936328],"domain_scores_gemma":[0.99971837,0.000024481742,0.000027418066,0.00014863431,0.000048584694,0.000032516167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046522986,0.000089728834,0.000106485,0.00007876019,0.000030032266,0.000012922876,0.00011475794,0.000050244962,0.000006131273],"category_scores_gemma":[1.06621066e-7,0.000089543224,0.00004011356,0.00016946108,0.000008163735,0.000033950273,0.0000012030227,0.00006278517,0.000033937882],"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":[0.000037370086,0.00043956455,0.0000915396,0.00081426004,0.00003967055,0.0000032219925,0.0012363755,0.26257843,0.35247698,0.005248507,0.0075664804,0.3694676],"study_design_scores_gemma":[0.0017188743,0.00028563934,0.009029767,0.00027783564,0.000069407004,0.000021852491,0.0000311097,0.47218648,0.34445453,0.0018331562,0.16932386,0.00076750934],"about_ca_topic_score_codex":0.0000011302291,"about_ca_topic_score_gemma":7.5357946e-7,"teacher_disagreement_score":0.9288644,"about_ca_system_score_codex":0.000015057734,"about_ca_system_score_gemma":0.000010157742,"threshold_uncertainty_score":0.36514667},"labels":[],"label_agreement":null},{"id":"W2354631449","doi":"","title":"Portable Gas Pressure Detector Driven by Menus Based on C51","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Detector; Pointer (user interface); Computer hardware; Software; Embedded system; Liquid-crystal display; Operating system","score_opus":0.0031229599889849562,"score_gpt":0.17359510080675647,"score_spread":0.1704721408177715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354631449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002442397,0.00048632425,0.9863414,0.00007009431,0.000035481113,0.00082523376,0.00012374819,0.00058415177,0.009091166],"genre_scores_gemma":[0.9403548,0.000004464355,0.056208406,0.000165829,0.0004561898,0.0010400787,0.00020462491,0.000083249884,0.001482335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992076,0.000013218494,0.00021823165,0.0002311864,0.0001022292,0.00022751848],"domain_scores_gemma":[0.9995262,0.000034372348,0.000033582757,0.00031874442,0.000030100913,0.00005700054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047820744,0.00016074785,0.00014702031,0.000061922176,0.00008842548,0.000058826732,0.00019408486,0.00008422926,0.000047311423],"category_scores_gemma":[9.8352494e-8,0.00016599499,0.000056288703,0.00015918833,0.000013779136,0.000043039854,0.00001220079,0.00011149266,0.00018127149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043765144,0.00017386962,0.00035680714,0.00013455655,0.000054325646,0.000002582481,0.000047321882,0.25247425,0.21592465,0.00071258674,0.5163203,0.013794386],"study_design_scores_gemma":[0.00022891755,0.000014021969,0.00029992562,0.0000143907055,0.000016107348,0.0000028112386,0.0000018822492,0.13401254,0.0191009,0.00009085184,0.8460228,0.00019488191],"about_ca_topic_score_codex":0.000046393285,"about_ca_topic_score_gemma":0.000009056263,"teacher_disagreement_score":0.9379124,"about_ca_system_score_codex":0.000033253906,"about_ca_system_score_gemma":0.000010413442,"threshold_uncertainty_score":0.67690796},"labels":[],"label_agreement":null},{"id":"W2354893774","doi":"","title":"A Universal DSP Data Acquisition and Processing System Design Based on Modularized Architecture","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Digital signal processing; Computer hardware; Data acquisition; Embedded system; Architecture; Data processing; Systems architecture; Cable gland; Computer architecture; Operating system; Telecommunications","score_opus":0.015161354853901523,"score_gpt":0.22076418692334232,"score_spread":0.2056028320694408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354893774","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068088603,0.00016494354,0.9971958,0.000034317593,0.000015724874,0.0007532958,0.000029023491,0.00046167642,0.0006643779],"genre_scores_gemma":[0.6189225,0.0000012255738,0.38065618,0.00006268055,0.00016872444,0.000050567913,0.00009284053,0.000031806125,0.000013474661],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915487,0.000027985287,0.00019904709,0.00031351828,0.00010136538,0.00020324542],"domain_scores_gemma":[0.9993359,0.00007568548,0.00003791238,0.00043502892,0.00003314903,0.00008234416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224031,0.00015440385,0.00014503233,0.00014300858,0.00013641683,0.00008111267,0.00026675613,0.000089457135,0.0000018201425],"category_scores_gemma":[2.1747846e-7,0.00015348414,0.000020200838,0.00021545826,0.000023125574,0.000085671716,0.00004118188,0.00013186029,0.000015546651],"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":[0.00011767498,0.00015737193,0.00005760213,0.0014590902,0.0001004507,0.000032388038,0.00094436586,0.31840864,0.15905629,0.0027183963,0.003926003,0.5130217],"study_design_scores_gemma":[0.0005441998,0.000022131055,0.00025444606,0.00013513933,0.000025209729,0.000035467223,0.00006564355,0.97429144,0.0021703981,0.000063042,0.02215714,0.0002357402],"about_ca_topic_score_codex":0.000005052406,"about_ca_topic_score_gemma":0.0000017561799,"teacher_disagreement_score":0.65588284,"about_ca_system_score_codex":0.00007388168,"about_ca_system_score_gemma":0.000019493913,"threshold_uncertainty_score":0.62589014},"labels":[],"label_agreement":null},{"id":"W2354968306","doi":"","title":"Applications of GPRS and SOC in Electric Power Management","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General Packet Radio Service; Computer science; Embedded system; Wireless; Protocol stack; Power management; Electric power; Controller (irrigation); Task (project management); Power (physics); Stack (abstract data type); Telecommunications; Systems engineering; Operating system; Engineering","score_opus":0.0022066477613571457,"score_gpt":0.1787956580938914,"score_spread":0.17658901033253424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354968306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009892657,0.0010896121,0.97610086,0.000024620473,0.0000057528264,0.0010036584,0.0000070954134,0.00011673525,0.011759013],"genre_scores_gemma":[0.948398,0.00005487331,0.050071348,0.0000191139,0.000049437258,0.0011942629,0.0000144741325,0.000021624594,0.00017688017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939305,0.0000069379607,0.00025267503,0.00015498308,0.000052998064,0.00013935925],"domain_scores_gemma":[0.9997321,0.000018370185,0.000028014949,0.00017989943,0.000018456454,0.000023193503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059503607,0.000092118986,0.00011804092,0.00017525726,0.000030464842,0.000016510141,0.0001118541,0.00004371434,0.0000053453537],"category_scores_gemma":[2.0901375e-8,0.00010182365,0.000025168323,0.00039443723,0.000014958369,0.00003362184,0.000022471071,0.00006145886,0.000022474003],"study_design_candidate":"not_applicable","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":[0.000008116521,0.0007476663,0.0045905127,0.0013144788,0.00018689121,0.0000053955587,0.00070215465,0.020139674,0.17364794,0.2317614,0.029754827,0.53714097],"study_design_scores_gemma":[0.0007604537,0.000019988713,0.029648867,0.00004461255,0.000031044303,0.000020246893,0.00007481833,0.010199681,0.0079148915,0.009519099,0.9412825,0.00048380854],"about_ca_topic_score_codex":0.000021936654,"about_ca_topic_score_gemma":0.000008746931,"teacher_disagreement_score":0.93850535,"about_ca_system_score_codex":0.000030030753,"about_ca_system_score_gemma":0.0000036311546,"threshold_uncertainty_score":0.4152248},"labels":[],"label_agreement":null},{"id":"W2355992262","doi":"","title":"Dynamic network control technology based on TDI filter driver","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Firewall (physics); Table (database); Embedded system; Buffer overflow; Computer network; Operating system; Real-time computing; Computer security; Database","score_opus":0.004681661726448094,"score_gpt":0.18389781726677643,"score_spread":0.17921615554032833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355992262","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031017028,0.00017819343,0.9933897,0.00017443104,0.00004326804,0.00063806213,0.00001666193,0.0006721861,0.0017857491],"genre_scores_gemma":[0.8907447,0.000010867788,0.107589506,0.00048525535,0.00018096725,0.0007284103,0.00002537021,0.00004622048,0.00018874681],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921423,0.000012437796,0.00020784963,0.00022432546,0.00007086124,0.0002702862],"domain_scores_gemma":[0.99946404,0.000045941968,0.000027981652,0.00037380558,0.000035476052,0.00005274215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004477353,0.00016037679,0.00018071115,0.00012761756,0.00014523874,0.000015046312,0.00023002425,0.000131039,0.000029376895],"category_scores_gemma":[1.6013692e-7,0.00016169451,0.00006659193,0.000311731,0.000046457993,0.000029782934,0.000014737733,0.0001728759,0.00046181923],"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":[0.000011310252,0.00013925596,0.0012500888,0.0000590026,0.000106822445,0.00001976665,0.000114776296,0.8507668,0.015901104,0.0023832973,0.09186288,0.03738491],"study_design_scores_gemma":[0.00058272685,0.000026327667,0.0016435967,0.000022464248,0.000010782057,0.000032673026,0.0000024297044,0.52949417,0.00036123986,0.000314389,0.4672634,0.00024583002],"about_ca_topic_score_codex":0.0000014197949,"about_ca_topic_score_gemma":0.000002034007,"teacher_disagreement_score":0.887643,"about_ca_system_score_codex":0.000055233602,"about_ca_system_score_gemma":0.00001280355,"threshold_uncertainty_score":0.6593711},"labels":[],"label_agreement":null},{"id":"W2356250314","doi":"","title":"Design and Create Saving Data Base on Embedded System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Base (topology); Operating system; Embedded system; Process (computing); Computer hardware","score_opus":0.020749898998831083,"score_gpt":0.2156864671979058,"score_spread":0.1949365681990747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356250314","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025254863,0.00038898468,0.99322444,0.000016464353,0.00002458234,0.00077678094,0.000040514693,0.0005825403,0.0024202033],"genre_scores_gemma":[0.5624958,0.000014006716,0.43610185,0.000050504215,0.0004921907,0.00041538224,0.00017575889,0.00007432077,0.00018013614],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990639,0.00003482705,0.0002617652,0.00035488603,0.000080648744,0.00020393623],"domain_scores_gemma":[0.99909836,0.0000966029,0.000034261815,0.0006854832,0.000024168821,0.000061108934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019396975,0.00017028766,0.00017001967,0.00008358543,0.00012638827,0.000111698144,0.000316499,0.00006808918,0.000003799878],"category_scores_gemma":[1.7123996e-7,0.00016959253,0.000020265974,0.00014571336,0.000018680712,0.00009834691,0.00007000139,0.000098240045,0.00012432928],"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":[0.000032255168,0.00031474736,0.00022331126,0.0015922375,0.00026636306,0.000048908365,0.00087894837,0.3093953,0.31447265,0.03145797,0.20996955,0.13134776],"study_design_scores_gemma":[0.00066836225,0.00003089615,0.0005432486,0.00018797597,0.00005815117,0.00013092313,0.00010661641,0.82134813,0.008737217,0.00022711096,0.1673268,0.0006345846],"about_ca_topic_score_codex":0.000025750567,"about_ca_topic_score_gemma":0.0000025771594,"teacher_disagreement_score":0.5599704,"about_ca_system_score_codex":0.000049055983,"about_ca_system_score_gemma":0.000008948749,"threshold_uncertainty_score":0.69157827},"labels":[],"label_agreement":null},{"id":"W2356293175","doi":"","title":"Application of PC104 in a Modified Liquid Scintillator Measuring Apparatus","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Reliability (semiconductor); Realization (probability); Data acquisition; Measure (data warehouse); Scintillator; Computer hardware; Automation; Embedded system; Simulation; Operating system; Mechanical engineering; Detector; Physics; Telecommunications","score_opus":0.012436938182984539,"score_gpt":0.2230917552382655,"score_spread":0.21065481705528094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356293175","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":[0.085156746,0.0003756038,0.910448,0.000008943558,0.00001941012,0.0007842922,0.0000053052963,0.000177979,0.0030237106],"genre_scores_gemma":[0.9683704,0.000008279363,0.031163905,0.000016107428,0.00012315752,0.00026464066,0.000008440714,0.000028650917,0.000016430957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989398,0.00000996433,0.00047353594,0.0002198062,0.00011267626,0.0002442307],"domain_scores_gemma":[0.9994559,0.000041186227,0.000060400413,0.00031386892,0.000060806175,0.00006781494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032354967,0.00013752693,0.00020569046,0.00022257328,0.000037016376,0.000014791604,0.00021570153,0.00010475883,0.0000019872139],"category_scores_gemma":[3.4025797e-7,0.00015319412,0.000053667514,0.00050051423,0.000024801875,0.000063497835,0.00002795096,0.00012922996,0.00004024709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040039307,0.00015497004,0.00085115625,0.00037607193,0.000053620322,0.0000018566161,0.0010236206,0.08455347,0.81784284,0.009743968,0.0005682496,0.08479014],"study_design_scores_gemma":[0.0020853395,0.00010209138,0.018445129,0.00022563184,0.00004465865,0.000057635512,0.00024218543,0.22948122,0.47812802,0.0014301314,0.26836875,0.0013892],"about_ca_topic_score_codex":0.000034477645,"about_ca_topic_score_gemma":0.000035172612,"teacher_disagreement_score":0.88321364,"about_ca_system_score_codex":0.00007922007,"about_ca_system_score_gemma":0.000013034497,"threshold_uncertainty_score":0.6247075},"labels":[],"label_agreement":null},{"id":"W2356880401","doi":"","title":"The Embedded Video Surveillance System Based on V4L2","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Application programming interface; Video server; Software; Operating system; Video capture; Embedded system; Interface (matter); Video processing; Video tracking; Web server; Real-time computing; Computer hardware; The Internet","score_opus":0.011065027973989368,"score_gpt":0.18340149664733413,"score_spread":0.17233646867334476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356880401","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007702298,0.00020177827,0.9674591,0.000033194272,0.0000993565,0.000801913,0.00001775993,0.00077583507,0.029840875],"genre_scores_gemma":[0.97113186,0.0000066623984,0.02737417,0.00008950024,0.0002331499,0.0009528694,0.000011395672,0.000049422593,0.0001509438],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914354,0.000039753937,0.00026643433,0.00020858872,0.0001008236,0.00024086823],"domain_scores_gemma":[0.99916065,0.00012160393,0.000041085008,0.00055828143,0.00005016567,0.00006819611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021095452,0.0001582969,0.0001412737,0.00004859228,0.00022241543,0.00006150661,0.00036447422,0.00006506746,0.00000865137],"category_scores_gemma":[3.2009046e-7,0.00012112206,0.00007065713,0.00019597878,0.000029568282,0.000030926538,0.000018563986,0.000120474375,0.00044066148],"study_design_candidate":"not_applicable","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":[0.00014463793,0.00064856623,0.002647972,0.0017832278,0.0006501409,0.000034390017,0.0050975597,0.08024881,0.041295104,0.18035743,0.31340897,0.3736832],"study_design_scores_gemma":[0.00046749864,0.000040128558,0.0034839094,0.00007160092,0.000012374786,0.000019081363,0.00013297076,0.26559076,0.0057802764,0.00019559592,0.7237242,0.00048162704],"about_ca_topic_score_codex":0.000010666394,"about_ca_topic_score_gemma":0.000009109256,"teacher_disagreement_score":0.97036165,"about_ca_system_score_codex":0.00006420279,"about_ca_system_score_gemma":0.000013198687,"threshold_uncertainty_score":0.5663959},"labels":[],"label_agreement":null},{"id":"W2356921469","doi":"","title":"Porting Way of U-Boot To Platform Based On Mini2440","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Computer science; Operating system; Linux kernel; Compiler; Booting; GNU/Linux; Embedded system; Open source; Transplantation; Software; Medicine","score_opus":0.008314272708862876,"score_gpt":0.2187548326274591,"score_spread":0.21044055991859623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356921469","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112627976,0.000010787466,0.877629,0.000065706394,0.00007284536,0.00070401526,0.000022543802,0.0002441248,0.008623047],"genre_scores_gemma":[0.85650694,2.422455e-7,0.14285561,0.00013346458,0.0001731405,0.00022548444,0.000012502589,0.000026646538,0.00006598798],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931073,0.0000029287303,0.00028664115,0.00015673708,0.00008299848,0.00015994467],"domain_scores_gemma":[0.9994558,0.0000528669,0.00004100274,0.0003256653,0.000041015282,0.00008364351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010742526,0.000111575195,0.00013964358,0.000112449736,0.000045784884,0.00002016104,0.00016300581,0.00006849214,0.000029460381],"category_scores_gemma":[5.2531226e-7,0.00011121518,0.000052933465,0.00018568675,0.000011901309,0.000030272531,0.000017540828,0.00014105039,0.000143256],"study_design_candidate":"bench_or_experimental","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":[0.0000057427055,0.00010452181,0.00023806481,0.00013165832,0.000025368183,0.0000012384935,0.00055361044,0.025612194,0.8416591,0.0029492662,0.011157873,0.11756135],"study_design_scores_gemma":[0.00044027757,0.000064209846,0.003355666,0.00006595868,0.000015399906,0.0000124567205,0.000048403494,0.10519548,0.20637979,0.00022453947,0.6837342,0.0004636372],"about_ca_topic_score_codex":0.0000079994215,"about_ca_topic_score_gemma":0.000010268057,"teacher_disagreement_score":0.74387896,"about_ca_system_score_codex":0.0000143158595,"about_ca_system_score_gemma":0.000010433384,"threshold_uncertainty_score":0.45352235},"labels":[],"label_agreement":null},{"id":"W2357291526","doi":"","title":"Design of Embedded Remote Video Monitoring and Playback System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Video server; Video monitoring; Video capture; Embedded system; Video processing; Real-time computing; Uncompressed video; Video tracking; Computer hardware","score_opus":0.012286919964416552,"score_gpt":0.21917594523358327,"score_spread":0.20688902526916672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357291526","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006292078,0.0007417544,0.9913766,0.000012166104,0.000028162747,0.00060836173,0.000003927482,0.0003099696,0.00062702014],"genre_scores_gemma":[0.6586415,0.000029919596,0.3410391,0.000007740797,0.00018086484,0.00003483971,0.0000025689396,0.000020213567,0.000043260592],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992455,0.00002129821,0.00030668295,0.00018337062,0.000076536635,0.00016656253],"domain_scores_gemma":[0.9995378,0.00004907554,0.00004803324,0.00025479702,0.00004392209,0.000066325185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117469426,0.00013968733,0.00021071752,0.00007993807,0.00005951259,0.00003457898,0.0001492843,0.000076598,0.0000011388422],"category_scores_gemma":[1.8727965e-7,0.00014498246,0.000033071363,0.00016639977,0.000015151397,0.00006476615,0.00001491006,0.00008510051,0.000023014538],"study_design_candidate":"bench_or_experimental","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":[0.000009198032,0.00003413341,0.00004698838,0.00041014244,0.00007559419,0.000003344185,0.0012801737,0.032568984,0.8033134,0.0015403047,0.0015502146,0.15916757],"study_design_scores_gemma":[0.0017574276,0.00020526107,0.0038599551,0.00091821817,0.00013766007,0.00034451913,0.00062886195,0.6990946,0.2607527,0.0014480029,0.0294629,0.0013898584],"about_ca_topic_score_codex":0.000004709129,"about_ca_topic_score_gemma":1.0059359e-7,"teacher_disagreement_score":0.66652566,"about_ca_system_score_codex":0.000039817824,"about_ca_system_score_gemma":0.000007745064,"threshold_uncertainty_score":0.59122133},"labels":[],"label_agreement":null},{"id":"W2357397152","doi":"","title":"Design and Realization of A Hardware Firewall Based on ETOS","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Firewall (physics); Application firewall; Computer science; Context-based access control; Operating system; Embedded system; Stateful firewall; Computer hardware; Computer security; Business","score_opus":0.010489796682813224,"score_gpt":0.2154090066662083,"score_spread":0.20491920998339508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357397152","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015304342,0.00008661338,0.9968353,0.000012473716,0.000009607764,0.0005528148,0.0000057861603,0.00013457586,0.0008324106],"genre_scores_gemma":[0.77768457,0.000011163393,0.22184429,0.0001136529,0.000087681765,0.00014484004,0.000030956635,0.000033892098,0.000048979506],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994891,0.000013062466,0.00019719235,0.00012641432,0.00006341021,0.00011080714],"domain_scores_gemma":[0.9996306,0.000089633635,0.00003106585,0.0001662009,0.00003842808,0.000044107852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017807503,0.00008785745,0.00010296602,0.000092117225,0.000038533337,0.000014334407,0.00007797814,0.000058293565,0.00000493731],"category_scores_gemma":[2.805541e-7,0.00009014071,0.000021221163,0.0001553341,0.00001470121,0.000026580334,0.0000075528305,0.00004957921,0.00001090705],"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":[0.000062646366,0.00030500075,0.00070471107,0.00089474366,0.00010608355,0.0000058670203,0.0037527964,0.32773477,0.29834142,0.008358507,0.02454244,0.335191],"study_design_scores_gemma":[0.00071433187,0.000088382025,0.0029932244,0.00012347658,0.000025611656,0.000010472215,0.000030284722,0.75658387,0.0773835,0.00059508847,0.16107513,0.00037660182],"about_ca_topic_score_codex":0.0000053929907,"about_ca_topic_score_gemma":0.0000018751496,"teacher_disagreement_score":0.7761541,"about_ca_system_score_codex":0.000021900227,"about_ca_system_score_gemma":0.00000750885,"threshold_uncertainty_score":0.36758316},"labels":[],"label_agreement":null},{"id":"W2357869097","doi":"","title":"Memory Extension Based on The Embedded System Based on S3c2410 and Linux Kernel 2.6","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Embedded system; Flash memory; Event (particle physics); Extension (predicate logic); File system; Computer hardware; Flash file system; Controller (irrigation); USB; Computer memory; Semiconductor memory; Programming language; Software","score_opus":0.013713876908387561,"score_gpt":0.1924469853569534,"score_spread":0.17873310844856583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357869097","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":[0.025793416,0.00017101392,0.96369404,0.00029820847,0.00008355192,0.001695371,0.00003025437,0.00080418645,0.0074299704],"genre_scores_gemma":[0.98222053,0.000005483042,0.016017593,0.0007262331,0.00024492267,0.00058461766,0.000020689231,0.00005599241,0.0001239474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892706,0.000058308426,0.00027646983,0.0003392337,0.00017280962,0.00022612508],"domain_scores_gemma":[0.9989145,0.0002517307,0.000048191792,0.00063436804,0.000056582732,0.00009463062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001885393,0.00023167992,0.00021104155,0.00011428407,0.00030764262,0.000046956302,0.00022042077,0.000107368054,0.000011859479],"category_scores_gemma":[9.036086e-7,0.00017683864,0.00007848385,0.00018637112,0.000049894556,0.00003205164,0.00002034042,0.00021076,0.0002015577],"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":[0.000094169765,0.00059105264,0.0001777304,0.0010350422,0.00013365455,0.00007185885,0.0017332319,0.7309074,0.07295036,0.0065373415,0.13366538,0.05210281],"study_design_scores_gemma":[0.0004896593,0.00004383224,0.0013072859,0.00014142705,0.000014960499,0.000034281635,0.000053539883,0.9615631,0.005774292,0.000021980417,0.030281175,0.0002744456],"about_ca_topic_score_codex":0.000007804542,"about_ca_topic_score_gemma":0.0000010153362,"teacher_disagreement_score":0.9564271,"about_ca_system_score_codex":0.00007390246,"about_ca_system_score_gemma":0.000025217169,"threshold_uncertainty_score":0.72112703},"labels":[],"label_agreement":null},{"id":"W2357920278","doi":"","title":"Designed of Low Consumed Power Ethernet Data Acquisition System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Schematic; Embedded system; Ethernet; Carrier Ethernet; ATA over Ethernet; Synchronous Ethernet; Data acquisition; Industrial Ethernet; Ethernet Powerlink; Operating system; Ethernet flow control; Computer network; Metro Ethernet; Computer hardware; Electrical engineering","score_opus":0.019569932034474186,"score_gpt":0.21775121264349295,"score_spread":0.19818128060901877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357920278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0148784695,0.00054280716,0.98133624,0.000008954067,0.0000372004,0.00085292186,0.00013580534,0.00038468585,0.0018228905],"genre_scores_gemma":[0.92501175,0.000011008366,0.07434625,0.000023368539,0.00009429812,0.00025751724,0.00016173143,0.00003442337,0.0000596491],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913514,0.000030066376,0.00033826625,0.00023278549,0.00010373012,0.00016000743],"domain_scores_gemma":[0.99903053,0.000054278757,0.000060491024,0.00072826806,0.000067204586,0.000059232694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012340238,0.00013230197,0.00020715912,0.00007221076,0.00007331053,0.00001465293,0.00044366537,0.00008805591,0.00002053373],"category_scores_gemma":[2.099605e-7,0.00013613988,0.000038291826,0.00018520057,0.000046053723,0.00009627529,0.00006168048,0.00007379129,0.00017349495],"study_design_candidate":"bench_or_experimental","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":[0.00002482059,0.00029058705,0.00048280295,0.0016056625,0.00042948555,0.00002194111,0.0022121938,0.008639183,0.8498777,0.008118756,0.10975258,0.018544292],"study_design_scores_gemma":[0.0037853692,0.00013933888,0.010196535,0.00082633656,0.00018105397,0.0013966662,0.0006029725,0.22928837,0.13946864,0.00025119106,0.6115256,0.0023379142],"about_ca_topic_score_codex":0.000016395028,"about_ca_topic_score_gemma":0.0000013935992,"teacher_disagreement_score":0.9101333,"about_ca_system_score_codex":0.000042067015,"about_ca_system_score_gemma":0.000022032222,"threshold_uncertainty_score":0.5551623},"labels":[],"label_agreement":null},{"id":"W2358016023","doi":"","title":"The Application of CML and LVDS for High-speed Serial Links","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Serial communication; Transmission (telecommunications); SIGNAL (programming language); Power consumption; Computer hardware; Data transmission; Power (physics); Real-time computing; Embedded system; Electronic engineering; Telecommunications","score_opus":0.009196675779420323,"score_gpt":0.2094797907688705,"score_spread":0.20028311498945017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358016023","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025769636,0.00035299145,0.9723702,0.000080316044,0.000032031283,0.00108815,0.000031688465,0.00011123759,0.00016374934],"genre_scores_gemma":[0.90843314,0.00011792789,0.089623876,0.000036337235,0.000536297,0.0010402605,0.000051822528,0.000034616227,0.00012569575],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946076,0.000007770099,0.0002314297,0.00013286935,0.000046640256,0.000120560406],"domain_scores_gemma":[0.99954695,0.00009827643,0.000043814784,0.00021612718,0.000060948387,0.000033884506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086463086,0.000088265995,0.000120346675,0.000027024593,0.00019089022,0.000017402033,0.00014552778,0.000093758645,6.5324775e-7],"category_scores_gemma":[3.1701146e-7,0.000072934796,0.000033712644,0.00009711212,0.000053554104,0.00003315624,0.00001943807,0.000076416494,0.000008598653],"study_design_candidate":"not_applicable","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":[0.000045019206,0.00011934571,0.00047246923,0.00040602882,0.00021515453,3.7212632e-7,0.0016536537,0.007962691,0.5475366,0.09210424,0.035347316,0.3141371],"study_design_scores_gemma":[0.0007562516,0.00004038614,0.0027728556,0.000010697793,0.00002391309,0.000023211018,0.00003000401,0.03987108,0.025738867,0.002924755,0.92755336,0.00025461314],"about_ca_topic_score_codex":0.000012827379,"about_ca_topic_score_gemma":0.000005255819,"teacher_disagreement_score":0.8922061,"about_ca_system_score_codex":0.000013892434,"about_ca_system_score_gemma":0.000009612884,"threshold_uncertainty_score":0.29741946},"labels":[],"label_agreement":null},{"id":"W2358843284","doi":"","title":"Study of Embedded Irrigation Information Measurement and Controlling Terminal Based on RTL8019AS","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Ethernet; Terminal (telecommunication); Embedded system; Controller (irrigation); Protocol (science); Interface (matter); Computer network; The Internet; Real-time computing; Computer hardware; Operating system","score_opus":0.010336474018529815,"score_gpt":0.20029768002027312,"score_spread":0.18996120600174332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358843284","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":[0.10334422,0.000041204345,0.89320844,0.00001345777,0.000018037614,0.0013918319,0.000008762551,0.00013049266,0.0018435754],"genre_scores_gemma":[0.98863906,4.016727e-7,0.01090852,0.000024628527,0.000065836575,0.00032930556,0.000019175372,0.000009638748,0.000003418479],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992569,0.00001920309,0.00035222503,0.00009944817,0.00017495765,0.00009723042],"domain_scores_gemma":[0.99962145,0.000025094123,0.00007013969,0.00015846285,0.00009935018,0.000025519643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017411358,0.000106826636,0.00013943508,0.00012267721,0.00006330849,0.000042833944,0.00007051807,0.000038771395,0.0000019033864],"category_scores_gemma":[3.1285344e-7,0.0001058591,0.00002399704,0.00011766322,0.00001050395,0.00010691737,0.0000071883937,0.000059741622,0.000010849923],"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":[0.000055749537,0.0010133873,0.001733877,0.0005156784,0.00011839661,0.000001977126,0.0028232043,0.7970737,0.06798614,0.0033532677,0.0031452551,0.12217937],"study_design_scores_gemma":[0.005220483,0.00037367287,0.027894598,0.00014492648,0.000101729405,0.000011757462,0.0005884512,0.92090356,0.013889321,0.0006858015,0.029592922,0.0005927712],"about_ca_topic_score_codex":0.000027361897,"about_ca_topic_score_gemma":0.000011892194,"teacher_disagreement_score":0.88529485,"about_ca_system_score_codex":0.000045031637,"about_ca_system_score_gemma":0.000009737586,"threshold_uncertainty_score":0.4316809},"labels":[],"label_agreement":null},{"id":"W2358862037","doi":"","title":"Using VB Design Client-Server(TCP/IP) Network Program","year":2002,"lang":"en","type":"article","venue":"Journal of Anqing Teachers College","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science; Winsock; Computer network; Internet protocol suite; Client–server model; Operating system; TCP hole punching; AppleShare; Compound TCP; Transmission Control Protocol; Embedded system; Zeta-TCP; The Internet; Server","score_opus":0.08628325294833546,"score_gpt":0.2664101655944413,"score_spread":0.18012691264610586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358862037","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":[0.82096994,0.013912831,0.14749625,0.00017697916,0.005515717,0.0015928191,0.00000903176,0.0008539427,0.009472468],"genre_scores_gemma":[0.9114206,0.00009894711,0.08678349,0.00003828363,0.0011267645,0.000005831822,3.5182998e-7,0.00008043753,0.00044530645],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99793816,0.00019513903,0.00079438667,0.00014281855,0.00040675362,0.00052275276],"domain_scores_gemma":[0.999036,0.00011032181,0.00029128697,0.00023301567,0.00010748057,0.00022185453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012869132,0.00025468745,0.00048446003,0.00017466306,0.00016186145,0.000095113486,0.00030892217,0.00018981565,0.00011949366],"category_scores_gemma":[0.00004839608,0.00023416062,0.0002446294,0.00042698844,0.000032449178,0.0003520281,0.000022932873,0.00059386075,0.000024450528],"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":[0.000060030274,0.0002660881,0.0016765649,0.00011394091,0.00055766915,0.0005668931,0.003147492,0.79757875,0.0023006378,0.00039139247,0.17895989,0.014380668],"study_design_scores_gemma":[0.0024251624,0.0009400247,0.00075310445,0.0008760105,0.0002581278,0.0011280263,0.0016448117,0.93715364,0.0005870273,0.0004071349,0.05290781,0.000919123],"about_ca_topic_score_codex":0.0000050329077,"about_ca_topic_score_gemma":0.0000030025783,"teacher_disagreement_score":0.1395749,"about_ca_system_score_codex":0.00026471113,"about_ca_system_score_gemma":0.000032240107,"threshold_uncertainty_score":0.9548793},"labels":[],"label_agreement":null},{"id":"W2359484797","doi":"","title":"A Design and Implementation of High-speed Data Transfer Bus Based on FPDP Protocol","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Control bus; System bus; Back-side bus; Local bus; Bus; Transfer (computing); Address bus; Protocol (science); Data transmission; Field-programmable gate array; Bus network; CAN bus; Embedded system; IEBus; Computer hardware; Parallel computing","score_opus":0.03475782891219978,"score_gpt":0.2766895593031864,"score_spread":0.24193173039098662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359484797","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027255246,0.000008291077,0.96609825,0.000028721412,0.0000055363244,0.030902108,0.00005739014,0.0001098939,0.00006428298],"genre_scores_gemma":[0.6254286,0.0000054462967,0.31430286,0.000102992715,0.00012781975,0.05976306,0.00019025628,0.00005881977,0.000020145237],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927294,0.00002751254,0.00026330558,0.00022273288,0.00008997035,0.00012354265],"domain_scores_gemma":[0.99944156,0.00005233327,0.000021710288,0.00040809627,0.000032704032,0.000043572432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011092883,0.00011861191,0.00014395331,0.000079830665,0.00006886932,0.000014967546,0.00020976187,0.00004457932,0.000020670715],"category_scores_gemma":[9.315075e-8,0.000116724856,0.000017808155,0.0001456601,0.000025637388,0.000075826574,0.000018064404,0.00006175405,0.000012679572],"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":[0.0001537981,0.0007258177,0.00074927235,0.0016641248,0.00029783562,0.000012526046,0.0046782056,0.16212879,0.47979653,0.002699757,0.04958568,0.29750764],"study_design_scores_gemma":[0.005348046,0.00028618364,0.0070276014,0.000092662835,0.00005732554,0.00005192948,0.000064031025,0.62559474,0.17679612,0.00024277982,0.18368174,0.0007568258],"about_ca_topic_score_codex":0.000035662742,"about_ca_topic_score_gemma":0.0000037870602,"teacher_disagreement_score":0.6517954,"about_ca_system_score_codex":0.000018244173,"about_ca_system_score_gemma":0.000026048598,"threshold_uncertainty_score":0.47599015},"labels":[],"label_agreement":null},{"id":"W2360111459","doi":"","title":"Networked Measurement Technology Based on Exchange Ethernetand DataSocket","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Ethernet; Component (thermodynamics); Data exchange; Carrier Ethernet; Industrial Ethernet; Embedded system; Virtual instrument; Transmission (telecommunications); Ethernet over SDH; Information exchange; Function (biology); Real-time computing; Computer network; Ethernet flow control; Operating system; Telecommunications; Software; Database","score_opus":0.015806479577848122,"score_gpt":0.20904562463712636,"score_spread":0.19323914505927825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360111459","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043605463,0.0010661331,0.9903278,0.00049571734,0.000029344976,0.00074048707,0.00002678912,0.0006619997,0.0062157265],"genre_scores_gemma":[0.79222184,0.000048570062,0.20322892,0.0008634011,0.0013183433,0.0018877325,0.00011004736,0.00010511478,0.00021605393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992088,0.000014382863,0.00019798939,0.00022114662,0.00013507652,0.000222594],"domain_scores_gemma":[0.9994357,0.00001728602,0.000027045506,0.00041887313,0.000047034602,0.000054017164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017251409,0.00015019531,0.00014343929,0.0001333291,0.00007303156,0.000032060954,0.00025753508,0.00010686465,0.000056485427],"category_scores_gemma":[2.2866195e-7,0.00014923804,0.000038923892,0.0002670876,0.000020183328,0.000035260044,0.000022625913,0.00014294626,0.00043226045],"study_design_candidate":"not_applicable","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":[0.0000061089227,0.00015014682,0.00005424514,0.0000915578,0.00007252618,0.0000012985486,0.00012093898,0.15778257,0.015480907,0.0009381366,0.18504478,0.64025676],"study_design_scores_gemma":[0.00023039077,0.000012560545,0.000057375873,0.000024456256,0.000008382465,0.0000025462314,0.0000038595854,0.12141307,0.0025407912,0.00006336737,0.8754965,0.00014671544],"about_ca_topic_score_codex":0.000002466335,"about_ca_topic_score_gemma":0.000016777933,"teacher_disagreement_score":0.7917858,"about_ca_system_score_codex":0.00011375138,"about_ca_system_score_gemma":0.000011136595,"threshold_uncertainty_score":0.60857505},"labels":[],"label_agreement":null},{"id":"W2360441084","doi":"","title":"The programming optimization of NDIS access","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Network packet; Computer science; Transfer (computing); Computer network; Real-time computing; Operating system","score_opus":0.009270910137882631,"score_gpt":0.23299065210583783,"score_spread":0.2237197419679552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360441084","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034026048,0.0002586616,0.9966031,0.000049943286,0.00001330788,0.00048210553,0.0000020160098,0.00014257907,0.002108025],"genre_scores_gemma":[0.32455117,0.00008876229,0.6735015,0.000040964725,0.00025589706,0.0010797076,0.000029179755,0.00006128491,0.00039154946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995827,0.0000039778697,0.00017846559,0.000081195896,0.000050920997,0.00010271134],"domain_scores_gemma":[0.99971193,0.000020358764,0.00003260073,0.00017035157,0.000040513467,0.000024257954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056754943,0.000064416105,0.000066195185,0.00002817387,0.00009842404,0.00007002127,0.00023555069,0.000030725776,0.0000021014766],"category_scores_gemma":[1.2741128e-7,0.00005155289,0.000032494452,0.00015897151,0.00002365991,0.00006893694,0.000025261892,0.000046286867,0.000012031176],"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":[7.0867776e-7,0.000017492595,0.000017796576,0.00003507033,0.000022374248,1.2041035e-7,0.0001999551,0.9052895,0.0014414291,0.0069036316,0.0004238702,0.08564806],"study_design_scores_gemma":[0.0007842204,0.000032502998,0.000501594,0.00008603716,0.000038839917,0.000025774003,0.00008609242,0.08586753,0.0220396,0.006371774,0.8836927,0.00047334726],"about_ca_topic_score_codex":0.0000051747948,"about_ca_topic_score_gemma":0.00000446906,"teacher_disagreement_score":0.88326883,"about_ca_system_score_codex":0.000031706622,"about_ca_system_score_gemma":0.000012029336,"threshold_uncertainty_score":0.21022658},"labels":[],"label_agreement":null},{"id":"W2360497714","doi":"","title":"Lode Lompression for Embedded VLIW Processor","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Very long instruction word; Compression (physics); Digital signal processing; Code (set theory); Data compression; Embedded system; Construct (python library); Computer hardware; Parallel computing; Algorithm; Programming language","score_opus":0.004503656247291669,"score_gpt":0.21721840505366966,"score_spread":0.21271474880637797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360497714","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007515575,0.00008358323,0.9884295,0.00008971448,0.00007760116,0.001193281,0.00002837988,0.00048695717,0.0020953938],"genre_scores_gemma":[0.48274037,0.000007357718,0.512232,0.00019651488,0.0007177148,0.0034829064,0.00008080609,0.000080521735,0.00046180832],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993335,0.0000056849794,0.00020369585,0.00020468546,0.000058994818,0.00019346728],"domain_scores_gemma":[0.99952286,0.00004982987,0.000030490111,0.0002647085,0.00006092871,0.00007115854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009557187,0.00013320603,0.00012922908,0.000039115745,0.00009198556,0.00006491569,0.00022289282,0.00009858895,0.000016382823],"category_scores_gemma":[3.7763928e-7,0.00012721187,0.00005939153,0.00011163963,0.000022130169,0.00008734979,0.000022706052,0.00016363311,0.000083947125],"study_design_candidate":"not_applicable","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":[0.0000047047715,0.00008647432,0.00003717048,0.0002657127,0.00003109313,2.9519742e-7,0.00044941274,0.0022517582,0.87149674,0.006537849,0.03383277,0.08500603],"study_design_scores_gemma":[0.00033456157,0.000009908673,0.0002072801,0.000017805402,0.000010855321,0.0000128829815,0.000013479387,0.033185124,0.04854001,0.0014210256,0.9160116,0.00023547256],"about_ca_topic_score_codex":0.0000020753089,"about_ca_topic_score_gemma":0.000011140334,"teacher_disagreement_score":0.88217884,"about_ca_system_score_codex":0.000012316707,"about_ca_system_score_gemma":0.000012878286,"threshold_uncertainty_score":0.51875496},"labels":[],"label_agreement":null},{"id":"W2360932317","doi":"","title":"Study on the Transmission of the Safe and Reliable Wireless Measuring and Controlling Data","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wireless; Reliability (semiconductor); Data transmission; Transmission (telecommunications); Wireless transmission; Key (lock); Wi-Fi array; Wireless network; Fixed wireless; Telecommunications; Computer network; Computer security","score_opus":0.03439413101635854,"score_gpt":0.23695169559131277,"score_spread":0.20255756457495422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360932317","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":[0.31269458,0.0006038162,0.68455637,0.0001163024,0.000019535717,0.0012709787,0.0000073188066,0.000048160822,0.0006829643],"genre_scores_gemma":[0.9963747,0.000019480054,0.003458794,0.000028157805,0.0000474953,0.00003513827,0.0000014053999,0.0000123029395,0.000022488828],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946654,0.000017620268,0.00018824855,0.00014960906,0.000079930884,0.00009805161],"domain_scores_gemma":[0.99939287,0.0001269214,0.000028743794,0.0004055303,0.000018459608,0.000027462233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004871354,0.00007825482,0.00010517029,0.000023250745,0.00014174188,0.000026421916,0.0002551375,0.000027953745,7.585197e-7],"category_scores_gemma":[3.303285e-7,0.000046819627,0.000013170204,0.0001005439,0.000024660223,0.00003350993,0.000054685228,0.000101780504,0.000001206366],"study_design_candidate":"bench_or_experimental","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":[0.000057633395,0.0005073862,0.0077373963,0.0004389524,0.00040541883,0.0000031107886,0.015098224,0.007755412,0.51590365,0.0066456394,0.00454929,0.4408979],"study_design_scores_gemma":[0.0049956674,0.00020397111,0.10270911,0.0008686003,0.0003321173,0.00008686065,0.0059320475,0.2093532,0.10074893,0.0012776118,0.5722657,0.0012262324],"about_ca_topic_score_codex":0.000011822482,"about_ca_topic_score_gemma":0.0000071822087,"teacher_disagreement_score":0.6836802,"about_ca_system_score_codex":0.000007944302,"about_ca_system_score_gemma":0.0000043125547,"threshold_uncertainty_score":0.1909249},"labels":[],"label_agreement":null},{"id":"W2361171130","doi":"","title":"Design of Digital Phase-Locked Loop Based on FPGA","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"DPLL algorithm; VHDL; Field-programmable gate array; Computer science; Phase-locked loop; Loop (graph theory); Gate array; Computer hardware; Embedded system; Telecommunications","score_opus":0.015572848114867099,"score_gpt":0.2362234350508606,"score_spread":0.22065058693599351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361171130","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011200983,0.00006321473,0.9956048,0.00005306791,0.000012730563,0.0006300869,0.000023760002,0.00025656208,0.0022356648],"genre_scores_gemma":[0.91792357,0.0000025735758,0.08155071,0.00012734,0.000113459566,0.00012795086,0.000041923344,0.000026025515,0.000086440145],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930143,0.00001127011,0.00026053,0.00017031093,0.000093368646,0.00016309813],"domain_scores_gemma":[0.9995069,0.00006148627,0.00003781449,0.0002943122,0.000040099847,0.000059379545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060118557,0.00014107753,0.00016955963,0.00010419478,0.000040347182,0.000044875327,0.00019587249,0.0000614859,0.000011754373],"category_scores_gemma":[2.628255e-7,0.00014189514,0.000058135698,0.0002185047,0.000016583015,0.00006438282,0.000006012577,0.00008134207,0.00009702896],"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":[0.00003053398,0.0007426653,0.000011612008,0.000073846255,0.000046346027,0.0000029186533,0.00021037691,0.34609485,0.19619639,0.0009765854,0.021492112,0.43412176],"study_design_scores_gemma":[0.002053733,0.0003912036,0.0001345973,0.00007612253,0.000028445897,0.000010944958,0.000015678621,0.79732454,0.09487953,0.0011408586,0.10339367,0.000550689],"about_ca_topic_score_codex":4.808954e-7,"about_ca_topic_score_gemma":4.6193012e-8,"teacher_disagreement_score":0.9168035,"about_ca_system_score_codex":0.000029226216,"about_ca_system_score_gemma":0.000014585136,"threshold_uncertainty_score":0.57863164},"labels":[],"label_agreement":null},{"id":"W2361470576","doi":"","title":"The Application of the USB Multi-Channel Real-Time Collecting Data Using the Synchronal Transfer","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Computer science; Transfer (computing); Channel (broadcasting); Interface (matter); Host (biology); Software; Host controller interface; Computer hardware; Sampling (signal processing); USB hub; Embedded system; Operating system; Telecommunications","score_opus":0.03325559308256642,"score_gpt":0.27202737789726983,"score_spread":0.2387717848147034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361470576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007195577,0.0002678091,0.99067545,0.000071688286,0.000039559163,0.001289245,0.00004627989,0.00009690826,0.00031748778],"genre_scores_gemma":[0.9509452,0.000052175095,0.047767404,0.00006478081,0.00053962704,0.0002890345,0.000046435598,0.00007725106,0.0002180791],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989417,0.000040564606,0.00040529334,0.0002265411,0.00014275924,0.0002430961],"domain_scores_gemma":[0.998548,0.00028956524,0.00005919671,0.00099546,0.00007287795,0.000034926357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072235515,0.00014016457,0.00012873735,0.000031744443,0.0006202916,0.000055474407,0.0010301739,0.00007106953,0.0000022977406],"category_scores_gemma":[0.0000010593332,0.000082283404,0.000066016,0.00044090857,0.000092780276,0.000063061474,0.000115145835,0.00016741388,0.000013620853],"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":[0.0000143932275,0.00014543511,0.00018708063,0.0001480433,0.0002699991,4.1881282e-7,0.0026485852,0.081909776,0.8523132,0.0025740815,0.0061449106,0.05364405],"study_design_scores_gemma":[0.0002442333,0.0000052534883,0.0013996293,0.000030009756,0.00005222678,0.00002992249,0.00015101222,0.8922458,0.0130304545,0.00012703035,0.09248885,0.000195578],"about_ca_topic_score_codex":0.00012713337,"about_ca_topic_score_gemma":0.00011975565,"teacher_disagreement_score":0.9437496,"about_ca_system_score_codex":0.00006437552,"about_ca_system_score_gemma":0.00003282054,"threshold_uncertainty_score":0.47708443},"labels":[],"label_agreement":null},{"id":"W2361626185","doi":"","title":"Design of CAN Bus in Inverter","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inverter; Computer science; EMI; CAN bus; Digital signal processing; System bus; Control bus; Bus network; Transfer (computing); Local bus; Interface (matter); Bus; Chip; Embedded system; Computer hardware; Electrical engineering; Electromagnetic interference; Telecommunications; Voltage; Engineering","score_opus":0.007385348047232627,"score_gpt":0.17965162533687115,"score_spread":0.17226627728963853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361626185","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040586214,0.0001664167,0.99407315,0.000020093878,0.0000105292165,0.00041791124,0.000005707946,0.00008817282,0.0011593726],"genre_scores_gemma":[0.8951374,0.00000537553,0.10431524,0.00003166939,0.000092773684,0.00029060457,0.000013475917,0.00002209347,0.00009130709],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948937,0.00001278304,0.00022990645,0.00010344132,0.000042570493,0.00012195419],"domain_scores_gemma":[0.99976677,0.000024419069,0.000020521393,0.00015029867,0.000019447321,0.000018558556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005866114,0.00007916334,0.00011694019,0.00009288566,0.000014615861,0.000010608512,0.0001196023,0.000046447018,0.0000062191884],"category_scores_gemma":[3.955413e-8,0.000083505176,0.000021748803,0.00020002297,0.000013876917,0.00002549048,0.0000108184495,0.000056097157,0.000025384303],"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":[0.0000039977776,0.00017023255,0.0018136309,0.00020390774,0.000033872933,0.000003766059,0.0007039972,0.27662387,0.6506836,0.0048272875,0.02434138,0.040590454],"study_design_scores_gemma":[0.0016876746,0.00004898203,0.01928919,0.0001362906,0.00002998648,0.000046993995,0.00006376739,0.6535943,0.09815843,0.010112569,0.21577054,0.0010612343],"about_ca_topic_score_codex":0.00012910989,"about_ca_topic_score_gemma":0.000041022824,"teacher_disagreement_score":0.8910788,"about_ca_system_score_codex":0.000031672345,"about_ca_system_score_gemma":0.000008950834,"threshold_uncertainty_score":0.34052423},"labels":[],"label_agreement":null},{"id":"W2361643531","doi":"","title":"Design Of High-Speed Data Acquisition Board Based On PCI Bus","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PCI configuration space; Conventional PCI; Interrupt; Computer science; Data transmission; Complex programmable logic device; Transmission (telecommunications); Computer hardware; Data acquisition; Transfer (computing); PCI Express; On board; Embedded system; Field-programmable gate array; Operating system; Telecommunications","score_opus":0.02461772907900448,"score_gpt":0.24274588576292425,"score_spread":0.21812815668391977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361643531","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013432744,0.00008330378,0.99684066,0.00003531972,0.000039438884,0.00068921666,0.0000574659,0.00023607496,0.0006752361],"genre_scores_gemma":[0.620094,0.0000051284414,0.3791661,0.00013350535,0.00024647935,0.000046887406,0.0002362379,0.000038950402,0.000032731594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905837,0.000021527478,0.00032874022,0.00026201172,0.00012868883,0.0002006585],"domain_scores_gemma":[0.99888724,0.00014488013,0.000055249642,0.0007943889,0.000054764223,0.000063493775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034303183,0.00014142197,0.00017474935,0.0001380096,0.000054149226,0.000025326632,0.00044081535,0.00008748107,0.000021468057],"category_scores_gemma":[3.397907e-7,0.00014733864,0.000030237086,0.00025624473,0.000022674994,0.00007445062,0.000039632552,0.000095133924,0.00011329121],"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":[0.000057407262,0.0002973767,0.000067623114,0.0002275883,0.000095959884,0.000005905235,0.00021047921,0.49429965,0.36203638,0.0024287524,0.041841164,0.09843172],"study_design_scores_gemma":[0.001290208,0.00010477289,0.0022820737,0.00011008458,0.000055349967,0.000013145015,0.0000254934,0.79420125,0.085971646,0.0005706874,0.114783905,0.000591391],"about_ca_topic_score_codex":0.0000205141,"about_ca_topic_score_gemma":0.000002141699,"teacher_disagreement_score":0.6187507,"about_ca_system_score_codex":0.000045513974,"about_ca_system_score_gemma":0.000015179102,"threshold_uncertainty_score":0.6008295},"labels":[],"label_agreement":null},{"id":"W2361651948","doi":"","title":"Design and Implementation of LCD Interface Based on PXA255","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Liquid-crystal display; Interface (matter); Realization (probability); Embedded system; Computer hardware; Windows CE; Interface design; Operating system; Microsoft Windows; Human–computer interaction; Software","score_opus":0.006752721748544364,"score_gpt":0.23441714635433838,"score_spread":0.22766442460579403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361651948","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0086175185,0.00009972818,0.99005646,0.000024576368,0.000008852801,0.0005485031,0.000008609237,0.000094008494,0.0005417728],"genre_scores_gemma":[0.8357755,0.000002515631,0.1639184,0.000022189126,0.00004702602,0.00018693431,0.000013058977,0.000015586907,0.00001881007],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954593,0.000014975884,0.00018637565,0.00011416441,0.000048161677,0.00009041889],"domain_scores_gemma":[0.9997581,0.000045680234,0.000029906858,0.00012451864,0.000022049697,0.000019705076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007149606,0.00008238613,0.000089422705,0.00006694546,0.000031041636,0.000019176747,0.000067688896,0.000030462372,0.000011542813],"category_scores_gemma":[3.1675928e-8,0.000084860214,0.000018757448,0.000094235795,0.000012706282,0.000029656014,0.000008133272,0.000039780778,0.0000151943],"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":[0.000007308345,0.00007834138,0.00032185376,0.00017711899,0.000028423527,4.5647914e-7,0.00027870337,0.52077115,0.34979746,0.0022256856,0.014207195,0.11210632],"study_design_scores_gemma":[0.00093840685,0.00009146305,0.0043707187,0.00004646845,0.000025380281,0.000005130314,0.000069183225,0.47530374,0.4124184,0.0007372755,0.10564626,0.00034757954],"about_ca_topic_score_codex":0.000029704475,"about_ca_topic_score_gemma":0.0000043669943,"teacher_disagreement_score":0.827158,"about_ca_system_score_codex":0.000020931926,"about_ca_system_score_gemma":0.00000676175,"threshold_uncertainty_score":0.3460499},"labels":[],"label_agreement":null},{"id":"W2361653060","doi":"","title":"The High Resolution D/A Converter and Its Application in System Identification","year":2003,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Identification (biology); Resolution (logic); Interface (matter); Simple (philosophy); Computer science; Chip; Code (set theory); Computer hardware; High resolution; Electronic engineering; Engineering; Artificial intelligence; Programming language; Telecommunications; Operating system; Remote sensing","score_opus":0.00829580821239381,"score_gpt":0.19137316159230996,"score_spread":0.18307735337991615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361653060","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":[0.41523632,0.004817467,0.5326642,0.00015676235,0.0012253618,0.001990219,0.0000047414615,0.00074455916,0.0431604],"genre_scores_gemma":[0.9994449,0.000037514314,0.000037664904,0.0000037253224,0.000015611544,0.00008312887,0.0000016970074,0.000007744723,0.00036799593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956554,0.000037186343,0.00017048408,0.00008192699,0.000058543133,0.00008629249],"domain_scores_gemma":[0.9997985,0.000029187388,0.000017709439,0.0001181456,0.00001899211,0.000017511933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003452428,0.000048350397,0.000053231222,0.000026955278,0.000048841714,0.000030387986,0.000035154517,0.0000421672,0.0000016383365],"category_scores_gemma":[0.000007909115,0.000035707366,0.0000072677394,0.00008340375,0.0000056522986,0.00006838626,0.000002313259,0.000039577877,0.000053011918],"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":[0.0000032716885,0.000006378635,0.0005090112,0.0001683277,0.000011833876,6.6654724e-7,0.00022608208,0.0016940122,0.0343088,0.9590261,0.0009812325,0.0030642587],"study_design_scores_gemma":[0.00039993096,0.000009218619,0.010896617,0.00004334294,0.000008089729,0.000017092645,0.00083026465,0.9641735,0.013356624,0.00067675835,0.009395289,0.00019325256],"about_ca_topic_score_codex":0.000029043376,"about_ca_topic_score_gemma":0.00004885592,"teacher_disagreement_score":0.96247953,"about_ca_system_score_codex":0.00005083718,"about_ca_system_score_gemma":0.0000029529447,"threshold_uncertainty_score":0.1456104},"labels":[],"label_agreement":null},{"id":"W2362140765","doi":"","title":"Design of Embedded Measurement and Control System Based on PC/104","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Computer hardware; Data acquisition; Embedded system; Operating system","score_opus":0.021021490742437778,"score_gpt":0.18340400366271048,"score_spread":0.1623825129202727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362140765","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009016413,0.00028145828,0.9968293,0.000015136299,0.000019242312,0.0010520685,0.000011438479,0.00022590587,0.00066383544],"genre_scores_gemma":[0.9373699,0.0000055886985,0.062018614,0.000045301316,0.00006953662,0.0004521295,0.0000029874466,0.000026017178,0.0000099309855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915147,0.000044127046,0.00029330197,0.0001846269,0.00017387848,0.0001525767],"domain_scores_gemma":[0.99945134,0.00006560087,0.000049231716,0.00027032892,0.00009602363,0.00006748337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021060876,0.00014690215,0.00023156255,0.0000921627,0.00009287762,0.000013031658,0.0001245599,0.000063112566,0.00000281576],"category_scores_gemma":[3.4739423e-7,0.00014215644,0.00004170917,0.00012462857,0.00003061588,0.000027597978,0.0000073724877,0.000073600466,0.00002874482],"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":[0.00005078145,0.00022648434,0.00020975352,0.0009439012,0.00021212842,0.0000091178,0.0008483293,0.5651287,0.40967095,0.0016002691,0.009685189,0.01141438],"study_design_scores_gemma":[0.0018857605,0.00009959854,0.00084738684,0.00017893965,0.000047238223,0.000052962227,0.00004520264,0.9489959,0.03402229,0.000029184193,0.0134135,0.0003820394],"about_ca_topic_score_codex":0.000004643782,"about_ca_topic_score_gemma":3.61373e-7,"teacher_disagreement_score":0.93646824,"about_ca_system_score_codex":0.00007508708,"about_ca_system_score_gemma":0.000025133915,"threshold_uncertainty_score":0.57969713},"labels":[],"label_agreement":null},{"id":"W2362315504","doi":"","title":"Research of Porting Embedded RTOS to TMS320F2812","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Computer science; Real-time operating system; Embedded system; Kernel (algebra); Digital signal processing; Operating system; Computer hardware; Software","score_opus":0.09093134083364607,"score_gpt":0.3150517008822126,"score_spread":0.22412036004856656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362315504","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044723313,0.00013837611,0.9222636,0.000017118233,0.000028967726,0.0010161536,0.000011446569,0.00026112614,0.031539906],"genre_scores_gemma":[0.77359426,0.000003644563,0.22562014,0.000028252849,0.00014255283,0.00038251866,0.0000051889533,0.000034907378,0.00018851687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989863,0.00002723756,0.0003689264,0.00019738401,0.00013824647,0.0002819249],"domain_scores_gemma":[0.99928904,0.000043956472,0.000033170414,0.00037488175,0.00014978036,0.000109186694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036772926,0.00010176821,0.00016165475,0.00020660975,0.00007373177,0.000016957325,0.00032445902,0.00006487952,0.000055758614],"category_scores_gemma":[7.0142244e-7,0.00010647097,0.00004881391,0.00053635135,0.000028254031,0.000050031147,0.00006944773,0.0001527121,0.00033987753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001462845,0.0002790971,0.00061355944,0.00045950047,0.00015060694,0.000006183052,0.02029256,0.0027904382,0.6888105,0.017668953,0.05783226,0.21108168],"study_design_scores_gemma":[0.000667059,0.00017655645,0.0108368,0.00022040462,0.00003434433,0.000053051757,0.0019686322,0.0106186755,0.52788913,0.004861712,0.44165972,0.0010138835],"about_ca_topic_score_codex":0.000036550322,"about_ca_topic_score_gemma":0.000006193429,"teacher_disagreement_score":0.728871,"about_ca_system_score_codex":0.000030896827,"about_ca_system_score_gemma":0.000016076354,"threshold_uncertainty_score":0.43685514},"labels":[],"label_agreement":null},{"id":"W2362829737","doi":"","title":"Design of TMS320C6202 External Memory Interface","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Interfacing; Interface (matter); Interface design; Class (philosophy); Auxiliary memory; Semiconductor memory; Embedded system; Computer hardware; Computer architecture; Human–computer interaction; Parallel computing; Artificial intelligence","score_opus":0.011830617067776147,"score_gpt":0.22091796964709032,"score_spread":0.20908735257931416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362829737","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003242812,0.00072632666,0.99439764,0.000017480721,0.00003121425,0.0004927388,0.000004923882,0.00019709535,0.0008897502],"genre_scores_gemma":[0.5172784,0.000020319401,0.48219326,0.000028185344,0.00013120438,0.00020819856,0.0000026444345,0.000032410528,0.000105377956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993665,0.000012328811,0.00025985017,0.00014441182,0.00007160527,0.00014531067],"domain_scores_gemma":[0.999616,0.000026171394,0.000036198075,0.00023570961,0.000037274152,0.000048596663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008455985,0.000115698895,0.00014674339,0.000068354566,0.000034451088,0.000020168753,0.00023653451,0.000054504602,0.000017416862],"category_scores_gemma":[1.195695e-7,0.00011989888,0.000045067543,0.00014512816,0.000026315525,0.000058837177,0.000027811247,0.00009148272,0.00015731844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027836775,0.00004661017,0.0000060217526,0.00007374759,0.000032966564,0.0000010413476,0.0005917523,0.46569034,0.5082844,0.0008566627,0.0010297671,0.0233839],"study_design_scores_gemma":[0.001388133,0.000084709005,0.00043165594,0.00023594029,0.00004423253,0.00012100631,0.00011856199,0.03012798,0.9042325,0.006220725,0.056297842,0.00069669186],"about_ca_topic_score_codex":0.000010789733,"about_ca_topic_score_gemma":7.960936e-7,"teacher_disagreement_score":0.5140356,"about_ca_system_score_codex":0.000048986538,"about_ca_system_score_gemma":0.000016570031,"threshold_uncertainty_score":0.48893347},"labels":[],"label_agreement":null},{"id":"W2363385233","doi":"","title":"Implementation of High-speed Optical Communication Adapter Based on PCI Express and Aurora Protocol","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Adapter (computing); Field-programmable gate array; PCI Express; Scalability; Cache coherence; Embedded system; Computer hardware; Data transmission; Bandwidth (computing); PCI configuration space; Computer network; Operating system; Cache","score_opus":0.008611794274561447,"score_gpt":0.260222415026461,"score_spread":0.25161062075189955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363385233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089779146,0.000008144232,0.86787283,0.00018908319,0.000024340776,0.040357877,0.000046800214,0.0002653769,0.0014563707],"genre_scores_gemma":[0.7519125,5.522657e-7,0.21804968,0.000046444522,0.000060206552,0.029859407,0.000036660454,0.000024536872,0.000010008472],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993577,0.000019277342,0.00027170157,0.00015188496,0.00008523603,0.00011420735],"domain_scores_gemma":[0.99937177,0.00006695349,0.000052246836,0.00040010028,0.000056130386,0.00005278929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010986003,0.00011304791,0.0001282935,0.000074451425,0.000062091,0.000038519418,0.00017297496,0.00007028809,0.00003589543],"category_scores_gemma":[2.3899398e-7,0.00011222493,0.00002736867,0.00008987221,0.000040567582,0.00006458031,0.000030310941,0.00013435997,0.000012351328],"study_design_candidate":"bench_or_experimental","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":[0.00003295149,0.00026529346,0.0011063333,0.00041443305,0.000054702832,5.722466e-7,0.0007121718,0.0065596565,0.7475348,0.027154937,0.0052621914,0.21090196],"study_design_scores_gemma":[0.0048613963,0.00021895989,0.027834527,0.00012749669,0.00005622423,0.000020238047,0.0002258484,0.1566223,0.29849234,0.0013362545,0.5092958,0.00090858754],"about_ca_topic_score_codex":0.00003471844,"about_ca_topic_score_gemma":0.000026280472,"teacher_disagreement_score":0.66213334,"about_ca_system_score_codex":0.000013255233,"about_ca_system_score_gemma":0.000011617585,"threshold_uncertainty_score":0.45763996},"labels":[],"label_agreement":null},{"id":"W2363507866","doi":"","title":"The Front-end of Print Auditing System Based on Embedded LINUX System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Front and back ends; Realization (probability); Bridge (graph theory); Operating system; Audit; Front (military); Data collection; Embedded system; Computer hardware; Mechanical engineering; Management; Engineering","score_opus":0.004296681093312525,"score_gpt":0.18065593264966232,"score_spread":0.1763592515563498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363507866","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00357192,0.00025259468,0.9770646,0.000025146179,0.000091433845,0.0010576744,0.000036307792,0.00063337566,0.01726691],"genre_scores_gemma":[0.96866405,0.000001072432,0.030085387,0.000010045204,0.00042995412,0.0006384517,0.000022035541,0.00004419929,0.000104814666],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873793,0.000045841483,0.000556507,0.0002345259,0.00016860348,0.00025659965],"domain_scores_gemma":[0.99901485,0.00017996898,0.00013557494,0.0005382065,0.00008370342,0.00004767293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026899006,0.00018789391,0.0002375747,0.00007815505,0.00022083693,0.000077187804,0.0003277876,0.000086690095,0.0000025975505],"category_scores_gemma":[3.4606407e-7,0.00014992963,0.00010889849,0.00016047462,0.000035794517,0.000030315132,0.000026254238,0.00013794523,0.000121976875],"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":[0.000024503945,0.00019844531,0.0002414549,0.0037537843,0.00019564186,0.000009577818,0.00057236204,0.7251497,0.07904003,0.12095649,0.024063144,0.0457949],"study_design_scores_gemma":[0.0005154167,0.000026526859,0.0007250953,0.00045908702,0.000036111644,0.00002443408,0.00047142652,0.85284,0.018175274,0.000044078686,0.12632367,0.00035885227],"about_ca_topic_score_codex":0.00004278283,"about_ca_topic_score_gemma":0.000011980227,"teacher_disagreement_score":0.9650921,"about_ca_system_score_codex":0.0001882233,"about_ca_system_score_gemma":0.000023966577,"threshold_uncertainty_score":0.6113953},"labels":[],"label_agreement":null},{"id":"W2363907780","doi":"","title":"The Design of Double CAN Bus communication System Based on ARM9","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ARM9; Computer science; Embedded system; Operating system; Kernel (algebra); Microprocessor; Realization (probability); Software; File system; Windows CE; Code (set theory); Linux kernel; Software design; Software development; Microsoft Windows; Programming language","score_opus":0.019630931501570272,"score_gpt":0.20041901713207178,"score_spread":0.1807880856305015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363907780","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008108528,0.00033568693,0.99414593,0.00008516054,0.000021935164,0.0009744513,0.000009840876,0.00025376375,0.0033623588],"genre_scores_gemma":[0.94444406,0.000040259532,0.054546766,0.00003142562,0.000057968435,0.00075283216,0.000017086646,0.00002866002,0.00008093862],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992935,0.000050210092,0.0002855057,0.00012084199,0.00010335054,0.00014661209],"domain_scores_gemma":[0.99898624,0.00019222933,0.00006246236,0.0006456771,0.00007165623,0.000041756597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018567947,0.000115234485,0.00013681942,0.00005499831,0.00030665667,0.000023422632,0.00039101593,0.000054572596,0.0000014720587],"category_scores_gemma":[1.8041305e-7,0.000092825874,0.000048267753,0.00020487492,0.000053702483,0.000023240145,0.000018354076,0.000106315114,0.00003933557],"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":[0.000044721884,0.0001445134,0.00011908664,0.00027212675,0.00010153638,0.000002089436,0.0010580802,0.91357017,0.021738226,0.022530217,0.02777396,0.012645253],"study_design_scores_gemma":[0.0012817868,0.000058429574,0.00069184677,0.00015545188,0.000029044444,0.00004977799,0.0001445238,0.7451034,0.029446915,0.00014045638,0.22249106,0.00040727208],"about_ca_topic_score_codex":0.000034418677,"about_ca_topic_score_gemma":0.0000050701506,"teacher_disagreement_score":0.9436332,"about_ca_system_score_codex":0.000077683995,"about_ca_system_score_gemma":0.000028558497,"threshold_uncertainty_score":0.37853292},"labels":[],"label_agreement":null},{"id":"W2363980271","doi":"","title":"The Design of Remote Monitoring System for Logging Car","year":2011,"lang":"en","type":"article","venue":"Mechanical Engineer","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Logging; Encryption; Computer science; Embedded system; Data transmission; Real-time computing; Data logger; Computer hardware; Computer security; Operating system","score_opus":0.04671269968468263,"score_gpt":0.2194927529864477,"score_spread":0.17278005330176505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363980271","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010884518,0.0005909309,0.9955795,0.000003272788,0.0014750942,0.00037194003,0.0000036756146,0.00032046536,0.0005667165],"genre_scores_gemma":[0.9406974,0.000022550737,0.05889272,0.000001248352,0.00021242714,0.00003860588,4.5720114e-7,0.000057132867,0.000077506265],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908185,0.000028219849,0.00033521996,0.0001247085,0.00013374639,0.00029623427],"domain_scores_gemma":[0.99931854,0.00022627393,0.000035084802,0.00029512783,0.00005448526,0.000070495735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381135,0.00014858568,0.00022610737,0.000039608592,0.000060939732,0.000012904791,0.00021825958,0.00011238414,0.0000028422182],"category_scores_gemma":[0.000052817795,0.000108267326,0.00009476939,0.0000882018,0.000009472304,0.000045389996,0.000015479549,0.00011916194,0.000009456661],"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":[0.0002122393,0.00005709665,0.000022002765,0.0036028002,0.00095642393,0.000042944557,0.0028537714,0.26642615,0.53377,0.14462775,0.0019772039,0.045451585],"study_design_scores_gemma":[0.00030394603,0.000077683995,0.0000109043085,0.00019195463,0.00003983027,0.000010907725,0.00030282128,0.77114284,0.2257752,0.00049017294,0.0014454518,0.00020829313],"about_ca_topic_score_codex":0.000010616878,"about_ca_topic_score_gemma":2.6003985e-7,"teacher_disagreement_score":0.9396089,"about_ca_system_score_codex":0.000055078322,"about_ca_system_score_gemma":0.0000083002,"threshold_uncertainty_score":0.44150135},"labels":[],"label_agreement":null},{"id":"W2364152911","doi":"","title":"Control system of mobile robot movement","year":2009,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Mobile robot; Trajectory; Robot control; Computer science; Robot; Control theory (sociology); Realization (probability); Encoder; Control engineering; Stability (learning theory); Control system; Bang-bang robot; Gyroscope; Control (management); Engineering; Artificial intelligence; Mathematics","score_opus":0.004446006225919682,"score_gpt":0.18228946348234146,"score_spread":0.17784345725642178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364152911","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":[0.05530025,0.001329563,0.6727126,0.000023934836,0.00061551924,0.0010279941,0.000013047613,0.0010465801,0.26793045],"genre_scores_gemma":[0.9989409,0.0000023474272,0.0006214913,0.000036974496,0.000045264787,0.00001775555,5.7045463e-7,0.000007658056,0.00032704766],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950206,0.000009377773,0.00022210406,0.000060398754,0.000091563765,0.00011451506],"domain_scores_gemma":[0.999763,0.000012483546,0.000018914548,0.00014841768,0.000020862193,0.000036289723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010322993,0.00007129745,0.00017555195,0.00003077051,0.000009377973,0.000006891691,0.00005945473,0.000036098892,0.00004066289],"category_scores_gemma":[0.0000010567566,0.00005852448,0.000042002226,0.00004985541,0.0000034579273,0.000031393658,0.0000017099725,0.000031037653,0.000031350042],"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":[0.00001079186,0.000061731494,0.00019641593,0.00039017832,0.00011406951,0.000011426811,0.00027843562,0.65664464,0.2662931,0.060911372,0.008260679,0.006827166],"study_design_scores_gemma":[0.0030944617,0.00074388186,0.0028914239,0.00033394733,0.000060939063,0.0000137545785,0.0016381219,0.86276996,0.122546315,0.00031464268,0.0049106525,0.000681905],"about_ca_topic_score_codex":0.00001783911,"about_ca_topic_score_gemma":0.0000014304048,"teacher_disagreement_score":0.94364065,"about_ca_system_score_codex":0.00003128936,"about_ca_system_score_gemma":0.000003269285,"threshold_uncertainty_score":0.23865591},"labels":[],"label_agreement":null},{"id":"W2364322341","doi":"","title":"Analyses and Implementation of I~2C bus and Device Driver under Embedded Linux2.6 System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; System bus; Back-side bus; Control bus; Local bus; IEBus; Embedded system; Bus; Computer hardware; Transfer (computing); Simple (philosophy); CAN bus; SIGNAL (programming language); Operating system","score_opus":0.01722249426778858,"score_gpt":0.2980965976331301,"score_spread":0.2808741033653415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364322341","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":[0.16729966,0.0009608565,0.8305525,0.00003766242,0.000011144359,0.0005594114,0.000016780532,0.00015594767,0.00040600877],"genre_scores_gemma":[0.9557221,0.000032708766,0.044040952,0.00004513096,0.00006378112,0.00005604651,0.000015285334,0.0000114249915,0.000012565596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993737,0.000015555239,0.00026906826,0.00016434018,0.000060580194,0.00011677667],"domain_scores_gemma":[0.99967176,0.000028457594,0.00005130077,0.00014705428,0.00004845885,0.000052982483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063666674,0.00011339432,0.00017622748,0.00008861151,0.000057807047,0.00003736071,0.00006988797,0.00004919472,0.0000036066963],"category_scores_gemma":[6.2717284e-8,0.0001123075,0.000027096432,0.00015816711,0.000017442586,0.00007413003,0.000015445157,0.000048979404,0.0000058208443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058660344,0.00005962414,0.00073041493,0.0007257561,0.00025805132,0.0000019119498,0.0028698114,0.005817503,0.79739887,0.017126834,0.0025620773,0.1724433],"study_design_scores_gemma":[0.0075233104,0.00047481435,0.29900697,0.0006996864,0.0011193093,0.00054195564,0.015193112,0.15008625,0.42374066,0.0042005265,0.09416379,0.003249604],"about_ca_topic_score_codex":0.000026067151,"about_ca_topic_score_gemma":0.000012459672,"teacher_disagreement_score":0.78842247,"about_ca_system_score_codex":0.000026735031,"about_ca_system_score_gemma":0.000007721713,"threshold_uncertainty_score":0.4579767},"labels":[],"label_agreement":null},{"id":"W2364723999","doi":"","title":"Research of Traffic Control Mechanism Based on Linux","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Traffic policing; Traffic classification; Quality of service; Traffic shaping; Computer network; Queue; Linux kernel; Traffic generation model; Mechanism (biology); Network traffic control; Operating system; Network packet","score_opus":0.03229518645597594,"score_gpt":0.26742670198097307,"score_spread":0.23513151552499711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364723999","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022641411,0.00009195848,0.9740103,0.00005743463,0.000020524416,0.0008037659,0.00002387008,0.0002100083,0.0021407101],"genre_scores_gemma":[0.97398883,0.00000759266,0.025305225,0.000054181055,0.00013393653,0.00039746973,0.000008355068,0.000026732683,0.00007770258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991882,0.000042863332,0.00022844409,0.00016753351,0.00017113319,0.00020185698],"domain_scores_gemma":[0.9993599,0.00014958256,0.000021196998,0.0003079535,0.00010015141,0.00006118894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002222514,0.00009746721,0.00015975299,0.00018414382,0.00011119475,0.000010255888,0.00021503611,0.00007740856,0.00001745962],"category_scores_gemma":[3.299642e-7,0.00009756093,0.000060891947,0.00029750814,0.000042088755,0.000022288206,0.000009053387,0.00018164907,0.00015956373],"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":[0.000025134734,0.00044109946,0.000026722131,0.00024665156,0.000086963555,0.000010136081,0.0008530102,0.7909206,0.12926796,0.012191281,0.03262745,0.03330299],"study_design_scores_gemma":[0.0011492384,0.0001152935,0.0003463592,0.00005181068,0.000009824401,0.000019401172,0.00003098524,0.84018034,0.0286186,0.00033482813,0.12887467,0.0002686303],"about_ca_topic_score_codex":0.0000036223735,"about_ca_topic_score_gemma":0.0000012720037,"teacher_disagreement_score":0.9513474,"about_ca_system_score_codex":0.000037426526,"about_ca_system_score_gemma":0.000027891741,"threshold_uncertainty_score":0.39784193},"labels":[],"label_agreement":null},{"id":"W2365008208","doi":"","title":"Protection System Design for the Microprocessor Institute of Acoustics Chinese Academy of Sciences","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; VHDL; Microprocessor; Microcontroller; Computer hardware; Power (physics); Balance (ability); Control system; Embedded system; Electrical engineering; Field-programmable gate array","score_opus":0.042364324202650065,"score_gpt":0.25896788019790745,"score_spread":0.21660355599525738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365008208","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013770462,0.0004949665,0.98366475,0.00002918365,0.000029913619,0.0018400905,0.000019866504,0.000100215766,0.000050545463],"genre_scores_gemma":[0.84014934,0.000025540327,0.15870354,0.000008325606,0.00013502645,0.0009439803,0.0000012664494,0.000013796735,0.000019200825],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931306,0.000011111306,0.000322742,0.00013926052,0.000089971814,0.0001238405],"domain_scores_gemma":[0.9996326,0.000080016165,0.00010009661,0.00009362308,0.00007193565,0.00002172439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021428702,0.00010723644,0.00017044964,0.000074143914,0.00022418966,0.000010342994,0.0002994333,0.00006915685,3.8939032e-7],"category_scores_gemma":[9.889422e-7,0.00007523889,0.000058308586,0.00038455863,0.00014854866,0.00007338525,0.00001831825,0.00007511368,0.0000034922382],"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":[0.000008691222,0.00004053258,0.000040849784,0.0010391222,0.00006751895,8.9034884e-8,0.0005339328,0.31162336,0.67572004,0.0018959529,0.0010676187,0.0079622865],"study_design_scores_gemma":[0.0006750193,0.00009220836,0.0019248425,0.00017773853,0.00008077886,0.00016144036,0.00013583386,0.78048205,0.17804843,0.0005092154,0.03734371,0.00036872903],"about_ca_topic_score_codex":0.000008108965,"about_ca_topic_score_gemma":2.8121127e-7,"teacher_disagreement_score":0.8263789,"about_ca_system_score_codex":0.00002513775,"about_ca_system_score_gemma":0.000026739252,"threshold_uncertainty_score":0.30681527},"labels":[],"label_agreement":null},{"id":"W2365257611","doi":"","title":"Design and Implementation of a Kind of Cryptographic File System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; SSH File Transfer Protocol; Self-certifying File System; Stub file; Computer file; File transfer; Filesystem-level encryption; Encryption; File system; Virtual file system; Unix file types; Computer security; Operating system; Device file; Network File System; Computer network; On-the-fly encryption; Transfer (computing)","score_opus":0.006193897170811137,"score_gpt":0.2181971621981908,"score_spread":0.21200326502737965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365257611","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012144528,0.000230418,0.98656476,0.000006318712,0.0000047317694,0.00062743376,0.000046230238,0.00007377144,0.00030183344],"genre_scores_gemma":[0.8000883,0.000009328575,0.19973157,0.00000636844,0.000021012685,0.000116241885,0.000016684018,0.000007602252,0.0000028805462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995063,0.0000144638025,0.00025292573,0.00009410502,0.00004960924,0.00008260024],"domain_scores_gemma":[0.9997176,0.00003397636,0.000059148104,0.0001246047,0.000037652135,0.000027043854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006985958,0.00007317945,0.00013265306,0.0000958342,0.000024299594,0.000009191555,0.00007498838,0.000034803506,0.000015960299],"category_scores_gemma":[3.3330338e-8,0.000075819305,0.0000272573,0.00017940177,0.000012351721,0.00003670793,0.000006603633,0.00003131805,0.0000029313856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070761457,0.00010177533,0.00028005074,0.001181571,0.00009423037,7.660051e-7,0.0021749001,0.0088179195,0.79370135,0.008570971,0.019147934,0.16592148],"study_design_scores_gemma":[0.0038404427,0.00071128475,0.07548503,0.0006050041,0.00025603463,0.00013400978,0.0025937727,0.114957996,0.72844297,0.0026034508,0.06887976,0.0014902769],"about_ca_topic_score_codex":0.0000088375455,"about_ca_topic_score_gemma":9.548369e-7,"teacher_disagreement_score":0.7879438,"about_ca_system_score_codex":0.000010127267,"about_ca_system_score_gemma":0.0000072522953,"threshold_uncertainty_score":0.30918214},"labels":[],"label_agreement":null},{"id":"W2365394350","doi":"","title":"Design and Implementetion of High-Speed Muti-Channel DMA Cowtroller","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Bottleneck; Controller (irrigation); Embedded system; Memory controller; Channel (broadcasting); Direct memory access; Computer hardware; Speedup; Chip; Transfer (computing); Parallel computing; Telecommunications; Semiconductor memory","score_opus":0.009320043283485187,"score_gpt":0.21219336145939394,"score_spread":0.20287331817590876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365394350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0335462,0.00007702901,0.9652504,0.00003760962,0.00004620252,0.00071946176,0.0000144255155,0.00013165848,0.00017701997],"genre_scores_gemma":[0.85675097,0.000013239415,0.14284036,0.000018665667,0.00012763157,0.00015981965,0.000019518831,0.000024375893,0.000045434295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999376,0.00001410154,0.0002451399,0.00015740594,0.00006162349,0.00014575988],"domain_scores_gemma":[0.9995989,0.000048423906,0.000041382296,0.0002052631,0.000050274317,0.000055726596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382682,0.00011472179,0.00015680818,0.00007774249,0.000058961927,0.000025152098,0.000117977055,0.00007075227,0.000020941432],"category_scores_gemma":[1.556453e-7,0.00011543361,0.000024788582,0.0001129078,0.000029721645,0.000052812436,0.000027545704,0.00011394166,0.00002583879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006691656,0.00005581982,0.000030203117,0.00009363328,0.000069278496,4.695267e-7,0.00045458987,0.007526451,0.945875,0.0045949724,0.0068933936,0.034399506],"study_design_scores_gemma":[0.004052248,0.00018950245,0.0049053333,0.00007097041,0.00013447189,0.00023598596,0.00014678783,0.29885074,0.3788895,0.0109969145,0.30019033,0.0013372019],"about_ca_topic_score_codex":0.000019999121,"about_ca_topic_score_gemma":0.000006093992,"teacher_disagreement_score":0.82320476,"about_ca_system_score_codex":0.000009612616,"about_ca_system_score_gemma":0.000007688197,"threshold_uncertainty_score":0.4707246},"labels":[],"label_agreement":null},{"id":"W2365651446","doi":"","title":"Design and Implementation of Net Interface Technology in Embedded-Internet","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Ethernet; The Internet; Interface (matter); Embedded system; Microcontroller; Industrial Ethernet; Scheme (mathematics); Software; Synchronous Ethernet; Network interface; Chip; ATA over Ethernet; Computer network; Computer hardware; Operating system; Ethernet flow control; Telecommunications","score_opus":0.007345636555350357,"score_gpt":0.26017878201186695,"score_spread":0.2528331454565166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365651446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06730141,0.00036509975,0.9314917,0.000023353177,0.000011103715,0.0005650423,0.0000020010004,0.000101066915,0.00013925318],"genre_scores_gemma":[0.8400627,0.000011435839,0.15977128,0.000009506015,0.000018610184,0.00009528605,0.0000034687982,0.000013034903,0.000014723756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993748,0.0000075859616,0.00029857975,0.0001339,0.000035948222,0.0001491955],"domain_scores_gemma":[0.99976116,0.00003229085,0.00003623384,0.00012192772,0.000022874001,0.000025518008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898559,0.00008708124,0.00012338535,0.00023546579,0.000011614457,0.000011156688,0.00011365877,0.00006728487,0.000008291039],"category_scores_gemma":[8.633018e-8,0.00009522586,0.000012755974,0.00025733872,0.00002438411,0.00004339808,0.000030447876,0.000079347425,0.000010534343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000135675255,0.00007845506,0.004788417,0.00022438957,0.00007675757,0.000003636897,0.0043090773,0.01031441,0.5508583,0.008364613,0.0042448044,0.41672352],"study_design_scores_gemma":[0.0013143147,0.00011457555,0.008690954,0.000088474226,0.000020667583,0.00007734082,0.0015023972,0.04154454,0.8869461,0.0031357333,0.056070972,0.0004939599],"about_ca_topic_score_codex":0.000022881153,"about_ca_topic_score_gemma":0.000031151212,"teacher_disagreement_score":0.7727612,"about_ca_system_score_codex":0.00003289735,"about_ca_system_score_gemma":0.000005749997,"threshold_uncertainty_score":0.38831982},"labels":[],"label_agreement":null},{"id":"W2365785340","doi":"","title":"Driver Development for 1394 High Speed Servo Bus Based on Embedded Real-time Environment","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Asynchronous communication; Embedded system; Serial communication; Transmission (telecommunications); System bus; Computer hardware; Real-time computing; Computer network; Telecommunications","score_opus":0.007102475887783159,"score_gpt":0.19549704071993693,"score_spread":0.18839456483215378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365785340","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012296146,0.0000273033,0.98351485,0.00012446822,0.000026461237,0.0017407696,0.000030332267,0.00043111385,0.0018085496],"genre_scores_gemma":[0.17922628,0.000014065599,0.8178241,0.00044734273,0.0003641565,0.0007616756,0.00031576774,0.00007689236,0.00096971745],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989141,0.000013059775,0.00032696564,0.00033015682,0.00012753757,0.0002881585],"domain_scores_gemma":[0.9993959,0.000052611216,0.000045748508,0.0003780324,0.000025659163,0.00010202537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010265824,0.00022931412,0.00021516891,0.00009555153,0.00012848526,0.00004662691,0.00022902082,0.000097073746,0.00005481412],"category_scores_gemma":[1.5059608e-7,0.00023740999,0.000073618176,0.00010370324,0.000012417236,0.00004210544,0.000014113933,0.00007962938,0.00060292665],"study_design_candidate":"not_applicable","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":[0.000038539736,0.00055727636,0.000023718576,0.00014953464,0.00012759032,0.000004165181,0.0010499011,0.3508254,0.43045714,0.0018480243,0.050593544,0.16432518],"study_design_scores_gemma":[0.001401984,0.000112324706,0.0030990506,0.00005777564,0.00003346751,0.0000048072834,0.000016137783,0.1941174,0.0546402,0.00040213583,0.7453657,0.00074906694],"about_ca_topic_score_codex":0.000002775622,"about_ca_topic_score_gemma":4.1981593e-7,"teacher_disagreement_score":0.6947721,"about_ca_system_score_codex":0.00016354903,"about_ca_system_score_gemma":0.00002122206,"threshold_uncertainty_score":0.9681298},"labels":[],"label_agreement":null},{"id":"W2365998895","doi":"","title":"The Light Adjustment Design of HDTV LCD Screen Backlight","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Backlight; Liquid-crystal display; Computer science; High-definition television; Cold cathode; Light guide; Cathode ray tube; Computer graphics (images); CRTS; Luminance; Contrast (vision); Computer hardware; Optics; Computer vision; Telecommunications; Light source; Electrical engineering; Cathode; Physics; Engineering","score_opus":0.008955303899878241,"score_gpt":0.20730776452947533,"score_spread":0.19835246062959708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365998895","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007556002,0.0026276335,0.99027044,0.00032267944,0.000029974173,0.0008820603,0.0000074351447,0.00017530676,0.0056089167],"genre_scores_gemma":[0.39226925,0.0009432538,0.6015971,0.0006325314,0.0015254361,0.0012036758,0.000048269394,0.000120223594,0.0016602977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920744,0.000026417862,0.00031008627,0.00015263548,0.0000993967,0.00020400873],"domain_scores_gemma":[0.9994131,0.000056949615,0.00004719099,0.00037817395,0.0000473629,0.000057255955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001425276,0.00013596634,0.00014763956,0.000045803437,0.00011920604,0.00003513561,0.00033800077,0.000059874197,0.000008704228],"category_scores_gemma":[1.8845043e-7,0.00010214933,0.00006252818,0.00019718213,0.000019585272,0.00003954018,0.000018004703,0.0000875208,0.00010844551],"study_design_candidate":"not_applicable","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":[0.000012768476,0.00015860247,0.000011022899,0.00006779654,0.0001548397,0.0000013068715,0.00067605154,0.02883264,0.3110241,0.04180146,0.2006059,0.4166535],"study_design_scores_gemma":[0.0002511512,0.000051512274,0.00060289097,0.00003328802,0.000023600642,0.000011704645,0.000023906374,0.014836706,0.0386257,0.0015716471,0.9437396,0.00022827517],"about_ca_topic_score_codex":0.00000208783,"about_ca_topic_score_gemma":8.709969e-7,"teacher_disagreement_score":0.7431337,"about_ca_system_score_codex":0.000035285142,"about_ca_system_score_gemma":0.000012823816,"threshold_uncertainty_score":0.41655287},"labels":[],"label_agreement":null},{"id":"W2366012826","doi":"","title":"Design of Temperature Circuit Moniror Embedded System Based on GPRS","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General Packet Radio Service; Computer science; GPRS core network; Terminal (telecommunication); Computer network; The Internet; Embedded system; Microcontroller; Chip; Reliability (semiconductor); Network packet; Internet protocol suite; Internet Protocol; Focus (optics); IPv6; Wireless; Computer hardware; Operating system; Power (physics); Telecommunications","score_opus":0.017062691885249864,"score_gpt":0.19481292563201202,"score_spread":0.17775023374676216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366012826","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048240027,0.00016431203,0.9914502,0.000011653847,0.00004219036,0.0011000605,0.00002758539,0.0005026861,0.001877339],"genre_scores_gemma":[0.92893875,0.000006512796,0.070075,0.000057505073,0.00015502247,0.00058388995,0.000023930215,0.000055471955,0.000103942344],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989628,0.00004335487,0.00036463843,0.00025566525,0.00015429575,0.00021921008],"domain_scores_gemma":[0.9992201,0.00008667379,0.00005976455,0.00047337744,0.00007741931,0.000082688835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010648683,0.00020887116,0.0002797986,0.00014904285,0.00012550612,0.000020518903,0.0002762136,0.00013982106,0.000008763095],"category_scores_gemma":[2.6955493e-7,0.00020511413,0.00008633192,0.00032655746,0.00003496906,0.00004460978,0.0000120733675,0.00016034114,0.00011355707],"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":[0.000013159617,0.00015153566,0.000064561435,0.0005316102,0.00008331912,0.00001349227,0.00079395255,0.6027128,0.37380195,0.0016265997,0.017051743,0.003155277],"study_design_scores_gemma":[0.0018015635,0.00017114174,0.0012119028,0.00042851456,0.00006731651,0.00020966602,0.00017904695,0.78475785,0.17107067,0.000094061004,0.038846634,0.0011616325],"about_ca_topic_score_codex":0.0000038565504,"about_ca_topic_score_gemma":1.997057e-7,"teacher_disagreement_score":0.9241147,"about_ca_system_score_codex":0.00008436098,"about_ca_system_score_gemma":0.00003767604,"threshold_uncertainty_score":0.8364312},"labels":[],"label_agreement":null},{"id":"W2367072700","doi":"","title":"Design of Electronic Control Failure Diagnostic System of Automobile Based on Personal Computer","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Control (management); Personal computer; Electronic systems; Control system; Automotive engineering; Automotive industry; Embedded system; Computer hardware; Electrical engineering; Artificial intelligence; Electronic engineering; Engineering","score_opus":0.002896529455212754,"score_gpt":0.1671470016255041,"score_spread":0.16425047217029135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367072700","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002261867,0.00019397175,0.99590397,0.00001699406,0.000017518516,0.00115562,0.000046869915,0.00022303096,0.00018017077],"genre_scores_gemma":[0.9390242,9.2277514e-7,0.060206544,0.00002097754,0.00018179369,0.00049596844,0.000026178752,0.00003295154,0.000010471431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989423,0.00005249529,0.0004105464,0.00020418584,0.00013869972,0.0002517671],"domain_scores_gemma":[0.99912435,0.00042612004,0.00009506418,0.00023420108,0.00008310871,0.000037138427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001480493,0.00017766858,0.0003106967,0.00012708268,0.000043670887,0.000016384298,0.00019828537,0.00009005796,0.000009495426],"category_scores_gemma":[2.1082816e-7,0.00017582694,0.00009688761,0.00020647785,0.000032838023,0.000030187284,0.000008717096,0.00011754946,0.00003104243],"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":[0.000009031989,0.00014086402,0.00013208209,0.00039528523,0.000055665376,0.0000012426948,0.0000657821,0.9609086,0.026109882,0.0031946867,0.005905641,0.0030812155],"study_design_scores_gemma":[0.00075344264,0.00010403907,0.0005420834,0.00011420555,0.00003523343,0.000009325807,0.0000095245505,0.98397,0.005426187,0.000041569812,0.008812999,0.00018140524],"about_ca_topic_score_codex":0.000018295868,"about_ca_topic_score_gemma":0.0000024389794,"teacher_disagreement_score":0.93676233,"about_ca_system_score_codex":0.00010022872,"about_ca_system_score_gemma":0.000043228378,"threshold_uncertainty_score":0.71700144},"labels":[],"label_agreement":null},{"id":"W2367116184","doi":"","title":"Design on the Ethernet Interface and Device Driver of Embedded System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; Ethernet; Interface (matter); Synchronous Ethernet; ATA over Ethernet; Carrier Ethernet; Industrial Ethernet; Power consumption; Controller (irrigation); Network interface controller; Computer hardware; Ethernet flow control; Power (physics); Operating system","score_opus":0.024645710262486034,"score_gpt":0.21391743272729427,"score_spread":0.18927172246480822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367116184","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":[0.040093485,0.0003676012,0.9571061,0.000032740543,0.000016173133,0.00070506043,0.0000058881496,0.0001642986,0.0015086521],"genre_scores_gemma":[0.96687037,0.00001892458,0.03268091,0.000041999476,0.0000581116,0.00021134075,0.0000015364772,0.000023903616,0.0000929155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941975,0.00004534769,0.00020483906,0.00014339195,0.00007072954,0.000115923525],"domain_scores_gemma":[0.9994706,0.00015592235,0.000040091076,0.00026010166,0.000037884813,0.000035425568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011598852,0.00011751013,0.00014445944,0.0000408638,0.00008834658,0.000014482475,0.00018632389,0.00005439799,0.000005583582],"category_scores_gemma":[2.2965105e-7,0.000087964785,0.000028973747,0.00012621094,0.000047475238,0.000028798388,0.000025571459,0.0000991585,0.00007947899],"study_design_candidate":"bench_or_experimental","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":[0.00004824637,0.0002597568,0.00032782488,0.0012961859,0.00067227986,0.000012571337,0.027149605,0.17124103,0.6182868,0.036403943,0.1043362,0.039965548],"study_design_scores_gemma":[0.0013189679,0.00019171256,0.0023729382,0.00056422123,0.00009813424,0.0005607151,0.0013972677,0.37167445,0.34182957,0.00038705472,0.27842253,0.0011824593],"about_ca_topic_score_codex":0.0000068762256,"about_ca_topic_score_gemma":7.494865e-7,"teacher_disagreement_score":0.9267769,"about_ca_system_score_codex":0.000027901066,"about_ca_system_score_gemma":0.000008363766,"threshold_uncertainty_score":0.35871},"labels":[],"label_agreement":null},{"id":"W2367134634","doi":"","title":"Distributed Data Acquisition System Based on POE and Ethernet","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Ethernet; Scalability; ATA over Ethernet; Embedded system; Software; Bandwidth (computing); Data acquisition; Reliability (semiconductor); Real-time computing; Power (physics); Computer hardware; Ethernet flow control; Computer network; Operating system","score_opus":0.012443644361612688,"score_gpt":0.22074991769460245,"score_spread":0.20830627333298976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367134634","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089910155,0.00021296713,0.9963059,0.00013379221,0.0000149345715,0.0004520052,0.00030163693,0.00046465037,0.0012150357],"genre_scores_gemma":[0.9688555,0.000004010966,0.029765917,0.0001973759,0.00018945555,0.000071909104,0.0008843973,0.000017500128,0.000013908129],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937683,0.000017358503,0.00016594685,0.0002379416,0.00006885314,0.00013303832],"domain_scores_gemma":[0.9993424,0.000031692034,0.000023637116,0.0005219104,0.00002051801,0.000059833532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009867254,0.00011691553,0.00012027127,0.000049146398,0.00006971428,0.00006613604,0.0002321952,0.00006431821,0.000003626799],"category_scores_gemma":[1.1858212e-7,0.00011567107,0.000017147053,0.00013038969,0.000009917786,0.00006162582,0.000020273115,0.000077643774,0.00006131327],"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":[0.000041679665,0.0005609585,0.00032889057,0.0010237903,0.00017674801,0.000021879903,0.0005182473,0.13800865,0.06676138,0.049655527,0.23007281,0.5128294],"study_design_scores_gemma":[0.00035590839,0.000035590743,0.0026109118,0.00007911727,0.000018500561,0.000018265444,0.000020856367,0.7912779,0.00092376146,0.00011425654,0.20430706,0.00023789782],"about_ca_topic_score_codex":0.0000036521874,"about_ca_topic_score_gemma":7.1197866e-7,"teacher_disagreement_score":0.9679564,"about_ca_system_score_codex":0.00004396051,"about_ca_system_score_gemma":0.0000060009847,"threshold_uncertainty_score":0.47169292},"labels":[],"label_agreement":null},{"id":"W2367307461","doi":"","title":"The Port of U-Boot for LPC2210 System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Booting; Porting; Computer science; Process (computing); Operating system; Embedded system; Port (circuit theory); sort; Software; Engineering","score_opus":0.01064753940181015,"score_gpt":0.1953132106599554,"score_spread":0.18466567125814526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367307461","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030055305,0.00054689153,0.99232584,0.000026801728,0.00004782513,0.0009242234,0.000022574171,0.00020737354,0.0028929168],"genre_scores_gemma":[0.9245933,0.000036983736,0.0726241,0.000018503386,0.00039755722,0.00171878,0.000018221102,0.000042969903,0.0005495269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944896,0.0000061923834,0.00025593644,0.00010035883,0.000054799766,0.00013373356],"domain_scores_gemma":[0.99953175,0.000077156874,0.0000393416,0.00024890256,0.00007133704,0.00003152377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089412555,0.000079995756,0.00011929429,0.0000271442,0.00017971973,0.000012686433,0.00016138527,0.000040474122,7.7679874e-7],"category_scores_gemma":[1.588762e-7,0.00006254098,0.00006945159,0.000097913406,0.000034607958,0.000025616626,0.000013574877,0.00004298534,0.000024912179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031598538,0.00021008146,0.0007860233,0.002500025,0.000675865,0.000007690955,0.002994738,0.021479348,0.18857582,0.23851608,0.38944447,0.15477827],"study_design_scores_gemma":[0.0001898615,0.000012365096,0.000338568,0.000019332736,0.000011028726,0.000094503004,0.000053550677,0.013749383,0.008111314,0.00013183082,0.9771674,0.00012084766],"about_ca_topic_score_codex":0.0000053433196,"about_ca_topic_score_gemma":0.0000017182857,"teacher_disagreement_score":0.9215878,"about_ca_system_score_codex":0.000026665197,"about_ca_system_score_gemma":0.000013885831,"threshold_uncertainty_score":0.25503471},"labels":[],"label_agreement":null},{"id":"W2367443644","doi":"","title":"Optimal Assignment of Local Variable","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Variable (mathematics); Stack (abstract data type); Mode (computer interface); Unit (ring theory); Chip; Mathematical optimization; Telecommunications; Operating system; Mathematics; Mathematics education","score_opus":0.008663633202589765,"score_gpt":0.18664055403408564,"score_spread":0.17797692083149588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367443644","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034381277,0.0001974665,0.991741,0.0000067268234,0.00001605538,0.0002596191,0.000010220639,0.00013570525,0.0041950606],"genre_scores_gemma":[0.60442996,0.000016147722,0.394954,0.000023902676,0.00010938398,0.00022172129,0.00001265398,0.000021641688,0.0002105896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994749,0.000007190939,0.00020697126,0.00011240172,0.000069968395,0.00012857279],"domain_scores_gemma":[0.9996975,0.000020111798,0.000022477489,0.00018422636,0.000030063677,0.000045623943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045136992,0.000084381965,0.00012651147,0.00004104881,0.000051309642,0.000005801974,0.00013566183,0.000048298814,0.000030911513],"category_scores_gemma":[3.6185995e-8,0.00008693946,0.000035447403,0.0001426732,0.000037254253,0.000035817986,0.000021111713,0.000062558196,0.00008048017],"study_design_candidate":"not_applicable","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":[0.0000044334874,0.00020334538,0.00015159285,0.00018772867,0.00013452336,0.0000043072982,0.00072587095,0.74211806,0.1572236,0.0102189565,0.056714613,0.03231299],"study_design_scores_gemma":[0.000383722,0.000031034553,0.00059689884,0.000024533176,0.00001567407,0.000101501675,0.000052167627,0.08206448,0.054065343,0.00017184143,0.86220056,0.00029222915],"about_ca_topic_score_codex":0.000008575822,"about_ca_topic_score_gemma":2.3969756e-7,"teacher_disagreement_score":0.80548596,"about_ca_system_score_codex":0.000032725755,"about_ca_system_score_gemma":0.000015296331,"threshold_uncertainty_score":0.3545288},"labels":[],"label_agreement":null},{"id":"W2367765724","doi":"","title":"Design of I~2C Serial Bus Controller and FPGA Verification System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Serial communication; Field-programmable gate array; Computer hardware; System bus; Embedded system; Control bus; Back-side bus; Bus; Controller (irrigation); CAN bus; Data transmission; Protocol (science); Interface (matter); Local bus; Operating system","score_opus":0.00836447373763637,"score_gpt":0.19145229259800017,"score_spread":0.1830878188603638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367765724","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027953633,0.00046532683,0.99494714,0.000025394324,0.00002658675,0.00090706424,0.000008919825,0.00023575305,0.00058843935],"genre_scores_gemma":[0.91658217,0.000020557285,0.08294237,0.000023513607,0.00018379859,0.00018972052,0.000009691604,0.000016297738,0.000031909884],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993187,0.000026319356,0.0002953419,0.00016542684,0.00006431672,0.00012990116],"domain_scores_gemma":[0.99962,0.00003566101,0.00005364137,0.00018536684,0.000055303815,0.000049981325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012129047,0.00011857083,0.00020390778,0.00006550096,0.000055159,0.000033360677,0.00011938191,0.00007738159,0.0000020789528],"category_scores_gemma":[1.9284502e-7,0.0001194152,0.000029722283,0.00013077282,0.000017430804,0.00005870109,0.000007516783,0.00005806692,0.000024503372],"study_design_candidate":"bench_or_experimental","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":[0.000034450524,0.00007094398,0.000013678975,0.00023768842,0.000080671816,8.973033e-7,0.00067381473,0.041567773,0.8195868,0.010027353,0.0042496384,0.1234563],"study_design_scores_gemma":[0.0055620996,0.00033729608,0.006302284,0.00031334333,0.00020642111,0.00022361657,0.0003417134,0.6991053,0.13557208,0.0018422849,0.14869902,0.0014945228],"about_ca_topic_score_codex":0.0000039543943,"about_ca_topic_score_gemma":2.0006154e-7,"teacher_disagreement_score":0.91378677,"about_ca_system_score_codex":0.00003378331,"about_ca_system_score_gemma":0.000008856891,"threshold_uncertainty_score":0.48696107},"labels":[],"label_agreement":null},{"id":"W2368247942","doi":"","title":"Transplant U-BOOT to S3c2410 Board","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Booting; Embedded system; Reset (finance); Process (computing); Kernel (algebra); Compiler; Flash (photography); Linux kernel; Transplantation; Boot camp; Computer hardware","score_opus":0.011201684183063212,"score_gpt":0.19430375285500742,"score_spread":0.1831020686719442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2368247942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02927716,0.00016398459,0.9655958,0.00008625359,0.000035208654,0.00059399026,0.000023707365,0.0005053108,0.0037186272],"genre_scores_gemma":[0.83549184,0.000043064632,0.16205071,0.00030831862,0.00043998318,0.00086144154,0.000026163925,0.00005707805,0.00072138297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934024,0.0000072489347,0.000195036,0.00018094502,0.00007337594,0.0002031515],"domain_scores_gemma":[0.99958956,0.000018138313,0.000010542933,0.00023859875,0.00002407754,0.000119078315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034969526,0.00012569035,0.00013496353,0.00007637572,0.00010493525,0.000018938685,0.00015981872,0.000053519103,0.000020718748],"category_scores_gemma":[4.3915882e-8,0.00013020524,0.000054155487,0.0001915001,0.000014517006,0.000038204744,0.000013129484,0.000086587715,0.00091761554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017009374,0.0002591505,0.002039972,0.0002982427,0.00024154727,0.000054358483,0.010604529,0.038996723,0.42256153,0.0057995506,0.42839387,0.09073352],"study_design_scores_gemma":[0.00014980993,0.000012054271,0.0029416182,0.000013715688,0.0000068254694,0.000116774434,0.0000075375274,0.0023076755,0.0076080915,0.000060118786,0.9865435,0.00023231759],"about_ca_topic_score_codex":0.000011595881,"about_ca_topic_score_gemma":0.000005226789,"teacher_disagreement_score":0.8062147,"about_ca_system_score_codex":0.000030234194,"about_ca_system_score_gemma":0.000009329231,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W2368476439","doi":"","title":"Design Method of Universal Program about Serial Communication in Embedded Application","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Serial communication; Microcontroller; Embedded system; Software; Component (thermodynamics); Computer hardware; Programming language","score_opus":0.008727010286086117,"score_gpt":0.24857389120450263,"score_spread":0.23984688091841652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2368476439","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016513007,0.000246698,0.9940274,0.000025142059,0.000012044288,0.0019919348,0.000009185833,0.0003388108,0.001697516],"genre_scores_gemma":[0.19411793,0.000017612392,0.8042428,0.000009745212,0.00008965612,0.0013494504,0.00010258358,0.00003251342,0.000037738864],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989492,0.00009673374,0.00046085767,0.00021058654,0.00009108443,0.00019151128],"domain_scores_gemma":[0.99925166,0.00009274232,0.00009583295,0.00045107745,0.000075250035,0.00003342907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002859859,0.00015245573,0.00022324044,0.0001596692,0.000053821623,0.00003179939,0.00033929833,0.000121883735,0.000005695011],"category_scores_gemma":[2.156643e-7,0.00017432326,0.000051135223,0.0004842647,0.000036603113,0.000105760904,0.000035284942,0.00013116174,0.000024311248],"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":[0.000022951062,0.0005141057,0.00022595571,0.00021739416,0.000051149495,7.561671e-7,0.00089389435,0.38620222,0.245743,0.018681686,0.004619303,0.3428276],"study_design_scores_gemma":[0.0018499147,0.00006940023,0.005305671,0.000102218466,0.00005261874,0.00002478756,0.00015585615,0.70855725,0.06941907,0.006459565,0.20726629,0.0007373946],"about_ca_topic_score_codex":0.00015596166,"about_ca_topic_score_gemma":0.00005009686,"teacher_disagreement_score":0.3420902,"about_ca_system_score_codex":0.00008702688,"about_ca_system_score_gemma":0.000022644666,"threshold_uncertainty_score":0.7108696},"labels":[],"label_agreement":null},{"id":"W2369097254","doi":"","title":"Research of Speed Improvement for Data Communications of Digital Textile Printer","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Transmission (telecommunications); Digital printing; Data transmission; Textile; Digital data; Interface (matter); Data acquisition; Industrial production; Limit (mathematics); Computer hardware; Engineering drawing; Telecommunications; Operating system; Engineering; Materials science","score_opus":0.09218288091320725,"score_gpt":0.3615603931595653,"score_spread":0.26937751224635803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369097254","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020940451,0.00013227713,0.9682503,0.00018170563,0.000047504276,0.00260053,0.0009614623,0.000109406305,0.0067763696],"genre_scores_gemma":[0.83069736,0.000007845398,0.16853602,0.0000045778947,0.00008432048,0.00024889104,0.00027180277,0.00002306832,0.00012612187],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992602,0.000007533689,0.0003368142,0.00016142963,0.000091149384,0.00014291423],"domain_scores_gemma":[0.99724966,0.00016614259,0.00004806599,0.002295635,0.0002015624,0.000038944734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030499185,0.00007127588,0.00013356509,0.000096097676,0.00005548222,0.000033125914,0.0016400701,0.000053197262,0.000007913629],"category_scores_gemma":[0.0000021441715,0.000071178336,0.00003903754,0.00016861,0.00010375966,0.00010150702,0.0005405434,0.00016942127,0.000017269107],"study_design_candidate":"bench_or_experimental","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":[0.0000038785256,0.00022575706,0.00014886844,0.00026502277,0.00007632161,3.1594176e-8,0.0003070527,0.000100151876,0.86678827,0.010545277,0.01767291,0.10386649],"study_design_scores_gemma":[0.00036789643,0.00004682069,0.00028594234,0.000027885037,0.000014492402,0.0000030324104,0.00011721672,0.0638856,0.06052927,0.0017315162,0.8728351,0.00015521637],"about_ca_topic_score_codex":0.000012847569,"about_ca_topic_score_gemma":0.000018143008,"teacher_disagreement_score":0.8551622,"about_ca_system_score_codex":0.000011129178,"about_ca_system_score_gemma":0.00002246948,"threshold_uncertainty_score":0.30476856},"labels":[],"label_agreement":null},{"id":"W2369144099","doi":"","title":"Rapid Squaring Algorithm Realized on Micro-controller","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Flow chart; Algorithm; Controller (irrigation); Process (computing); Chart; Control engineering; Mathematics","score_opus":0.008778544824482268,"score_gpt":0.21886584327675948,"score_spread":0.21008729845227722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369144099","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012780936,0.0004958619,0.98591024,0.000031879936,0.000059267746,0.0007645696,0.000013894628,0.0005603969,0.0108858105],"genre_scores_gemma":[0.13671856,0.000103116814,0.8583632,0.0007475681,0.0020064395,0.00080270425,0.00008465593,0.00018746342,0.0009862571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989071,0.000013991516,0.00036450604,0.00026450315,0.000103792525,0.00034610412],"domain_scores_gemma":[0.99942714,0.000090405905,0.000039685052,0.00029155958,0.000043403517,0.000107799024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784283,0.00019598575,0.00021977682,0.00015477897,0.00011875272,0.00005823612,0.00022635281,0.00010879808,0.000022005437],"category_scores_gemma":[2.1460271e-7,0.00019716861,0.00009883679,0.00023250502,0.000019560606,0.000049937724,0.000022980668,0.00017728968,0.0004127422],"study_design_candidate":"not_applicable","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":[0.000009964186,0.00006528335,0.0000142090075,0.000034420143,0.000075843054,0.000003925091,0.00025650705,0.0010872568,0.08372348,0.0013984666,0.013075516,0.90025514],"study_design_scores_gemma":[0.0009500494,0.000024519777,0.0005864323,0.000026861102,0.000015048636,0.000025007257,0.000028221475,0.013714775,0.024251912,0.00036065845,0.959684,0.000332498],"about_ca_topic_score_codex":0.0000130351955,"about_ca_topic_score_gemma":0.0000030191063,"teacher_disagreement_score":0.9466085,"about_ca_system_score_codex":0.00007992721,"about_ca_system_score_gemma":0.0000067877995,"threshold_uncertainty_score":0.8040303},"labels":[],"label_agreement":null},{"id":"W2369189945","doi":"","title":"The Development of A Firewall based on Embedded Linux System","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Firewall (physics); Computer science; Context-based access control; Application firewall; Operating system; Linux kernel; Embedded system; Stateful firewall; Computer security","score_opus":0.007260421569454887,"score_gpt":0.2027419187203529,"score_spread":0.19548149715089802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369189945","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007611293,0.00021622256,0.98569375,0.000059233156,0.000032178974,0.00075558625,0.000007483294,0.000335535,0.0052887094],"genre_scores_gemma":[0.8066915,0.0000018981248,0.19237396,0.00003631494,0.00017120881,0.00058593974,0.000009297672,0.000025841207,0.00010399778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991908,0.000015785385,0.0003802845,0.00014005347,0.00010846102,0.00016458398],"domain_scores_gemma":[0.9994396,0.0000923007,0.000049121314,0.00032693977,0.000045549463,0.000046478108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016907853,0.000120373945,0.00012727216,0.000050517432,0.00015681815,0.000032728138,0.0002605772,0.000052253636,0.0000033764306],"category_scores_gemma":[1.8617425e-7,0.00009319775,0.000051148403,0.00014293502,0.000016214826,0.000021796863,0.000016778089,0.00008155922,0.00017236684],"study_design_candidate":"design_other","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":[0.00001840723,0.00022020956,0.000049124108,0.000631165,0.00016762452,7.857367e-7,0.007535638,0.12865245,0.039562378,0.0050000777,0.018183043,0.7999791],"study_design_scores_gemma":[0.00021180105,0.0000080487125,0.00013631218,0.00006447636,0.0000063890448,0.0000025393313,0.00009040063,0.33023253,0.01922295,0.000006598825,0.64987475,0.00014322625],"about_ca_topic_score_codex":8.693296e-7,"about_ca_topic_score_gemma":0.0000087593835,"teacher_disagreement_score":0.79983586,"about_ca_system_score_codex":0.000098175944,"about_ca_system_score_gemma":0.00003360614,"threshold_uncertainty_score":0.38004938},"labels":[],"label_agreement":null},{"id":"W2369337846","doi":"","title":"The Development of Embedded VPN System on MPC860 Computer Engines","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; IPsec; Gateway (web page); Default gateway; Embedded system; Computer network; Operating system; Development (topology); The Internet; World Wide Web","score_opus":0.00814354178463381,"score_gpt":0.20490213176176628,"score_spread":0.19675858997713247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369337846","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008594169,0.00030423686,0.9874635,0.000047363494,0.000071043374,0.00062774355,0.0000064314568,0.00037164363,0.002513898],"genre_scores_gemma":[0.58484846,0.000008249015,0.41365844,0.000038665366,0.00068949844,0.00052957836,0.00001394364,0.000043737917,0.00016942309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900675,0.000017372471,0.0004673643,0.00017348952,0.00012286051,0.00021218852],"domain_scores_gemma":[0.99938816,0.0000955025,0.000057090918,0.00034260398,0.000060772578,0.000055844506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016431892,0.00016443711,0.00017438375,0.00006689196,0.00018838234,0.00004716056,0.00032038926,0.00006114741,0.0000029642208],"category_scores_gemma":[1.10170916e-7,0.00012589355,0.000060939827,0.00015951451,0.00002281256,0.000038788796,0.000035826073,0.00010080119,0.000247629],"study_design_candidate":"not_applicable","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":[0.0000064945557,0.00009602501,0.000019864174,0.000275205,0.00018251443,5.151205e-7,0.0026025616,0.08286725,0.015359027,0.01494111,0.019472906,0.8641765],"study_design_scores_gemma":[0.00021724887,0.00001129791,0.00034399718,0.00007107048,0.000008453211,0.0000095879695,0.00007778587,0.09945666,0.019902272,0.000014345012,0.87968206,0.00020523135],"about_ca_topic_score_codex":6.650197e-7,"about_ca_topic_score_gemma":0.0000066235943,"teacher_disagreement_score":0.8639713,"about_ca_system_score_codex":0.00009001878,"about_ca_system_score_gemma":0.000020794265,"threshold_uncertainty_score":0.51337904},"labels":[],"label_agreement":null},{"id":"W2369858283","doi":"","title":"Design and Implementation of HDMI_CEC Based on FPGA","year":2013,"lang":"en","type":"article","venue":"Video Engineering","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"ModelSim; Computer science; Verilog; Field-programmable gate array; Embedded system; Scheme (mathematics); Computer hardware; VHDL","score_opus":0.009337781399204766,"score_gpt":0.20696930949728112,"score_spread":0.19763152809807635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369858283","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":[0.11596535,0.00016679129,0.8824692,0.000019868394,0.00019118046,0.0005349464,0.0000026916148,0.00026418266,0.00038580887],"genre_scores_gemma":[0.98834187,0.000007807742,0.011471153,0.000012777036,0.000034705587,0.000085263666,0.0000020257842,0.00003391825,0.000010498011],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994278,0.000011377522,0.00019958416,0.00009735817,0.0001020284,0.00016186244],"domain_scores_gemma":[0.99967545,0.00009335511,0.000019367499,0.00013444042,0.000020441503,0.000056915935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013393098,0.000120797515,0.00013823641,0.00012553044,0.000013579007,0.000022912014,0.000050250095,0.000043931443,0.000091326576],"category_scores_gemma":[0.000008311616,0.00011981143,0.000023019538,0.00010277076,0.0000050304125,0.00010786847,0.0000056158424,0.00006482425,0.00001886122],"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":[0.0000012852722,0.0000038809467,0.00013911887,0.0001572767,0.000017065342,0.0000010332024,0.00013716795,0.91213995,0.08047978,0.00013001024,0.0006741845,0.006119247],"study_design_scores_gemma":[0.00028649266,0.000060982733,0.0029585373,0.000059351685,0.000006419237,0.0000016021062,0.00004727051,0.92081344,0.07528939,0.00001944114,0.00030996924,0.00014712787],"about_ca_topic_score_codex":0.000046770547,"about_ca_topic_score_gemma":7.8699003e-7,"teacher_disagreement_score":0.8723765,"about_ca_system_score_codex":0.000026351638,"about_ca_system_score_gemma":0.000006106515,"threshold_uncertainty_score":0.48857683},"labels":[],"label_agreement":null},{"id":"W2370537589","doi":"","title":"Realization of WinPcap Using Visual Basic","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Function (biology); Packet analyzer; Network packet; Real-time computing; Artificial intelligence; Computer hardware; Computer network; Statistics","score_opus":0.018539631404962745,"score_gpt":0.2311920652382813,"score_spread":0.21265243383331855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370537589","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":[0.07345667,0.00015308795,0.92508006,0.0000025710228,0.000017108201,0.00026651451,0.0000061235633,0.00014053128,0.0008773623],"genre_scores_gemma":[0.93420017,0.00002689457,0.06539168,0.000021881935,0.00018863575,0.00006222167,0.000026426258,0.000030320347,0.000051774427],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994873,0.000010101349,0.0002236799,0.00010987656,0.00006414417,0.00010493971],"domain_scores_gemma":[0.9997275,0.000014453906,0.000035123485,0.00014116116,0.000048288788,0.000033491127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003824202,0.0000822391,0.00011906386,0.00007489887,0.000066890694,0.0000068332142,0.000091714624,0.000048281483,0.00000976781],"category_scores_gemma":[1.0683703e-7,0.00009007265,0.000038387338,0.0002269309,0.000025145711,0.000057130783,0.000014158991,0.000044004915,0.000024605917],"study_design_candidate":"bench_or_experimental","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":[0.000004299533,0.00015828347,0.0016594965,0.00030437778,0.000096808275,0.0000032065427,0.0016236879,0.0996654,0.85665184,0.0056535485,0.0103392545,0.02383979],"study_design_scores_gemma":[0.00089604035,0.000052594594,0.007753477,0.00011188472,0.000057477882,0.00028723938,0.00008092335,0.5529629,0.1318209,0.00086264435,0.3042933,0.0008206193],"about_ca_topic_score_codex":0.000017148299,"about_ca_topic_score_gemma":0.0000012408293,"teacher_disagreement_score":0.8607435,"about_ca_system_score_codex":0.000028160497,"about_ca_system_score_gemma":0.000013754999,"threshold_uncertainty_score":0.3673056},"labels":[],"label_agreement":null},{"id":"W2370572436","doi":"","title":"The design and realization of a Field bus Bridge in feedstuff system","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modbus; Computer science; Realization (probability); Field bus; Bridge (graph theory); System bus; Local bus; Embedded system; Profibus; Field (mathematics); Control bus; IEBus; Bus network; Computer hardware; Control system; Computer network; Electrical engineering; Communications protocol; Engineering","score_opus":0.012871684080724104,"score_gpt":0.1974380301280288,"score_spread":0.18456634604730468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370572436","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009179795,0.00061657,0.9890125,0.00002098137,0.000013454552,0.00056418614,0.000002031069,0.00008191854,0.00050858135],"genre_scores_gemma":[0.9828755,0.00014345245,0.016603105,0.000014007316,0.00004978551,0.00026495432,0.0000031294933,0.000013327652,0.000032709246],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995176,0.000026195685,0.00021937666,0.000094044175,0.000046041296,0.000096730015],"domain_scores_gemma":[0.99963886,0.00012824447,0.000029597366,0.00015336457,0.000027676902,0.000022249757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011773185,0.00006774837,0.00010127233,0.00004669413,0.00008679987,0.000013891753,0.00010153522,0.000043880344,3.802337e-7],"category_scores_gemma":[3.865603e-7,0.00005653289,0.000016774718,0.00017316086,0.00002042765,0.00003031033,0.000014976477,0.00005186487,0.000004975614],"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":[0.000090759284,0.00032894893,0.011069798,0.002775081,0.0003670689,0.000036177993,0.019143669,0.16773565,0.13416168,0.16241708,0.12349924,0.37837484],"study_design_scores_gemma":[0.0021546895,0.00016958268,0.07297585,0.0005011011,0.00005412608,0.00083127327,0.00048164616,0.5901482,0.041088875,0.0014008833,0.28908703,0.0011067423],"about_ca_topic_score_codex":0.000047302725,"about_ca_topic_score_gemma":0.000008729475,"teacher_disagreement_score":0.97369576,"about_ca_system_score_codex":0.000023369039,"about_ca_system_score_gemma":0.000008869459,"threshold_uncertainty_score":0.23053443},"labels":[],"label_agreement":null},{"id":"W2370763282","doi":"","title":"Accessing and Controlling of Built-in GRAM for TFT-LCD Driver IC","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Liquid-crystal display; Thin-film transistor; Computer hardware; Static random-access memory; Embedded system; Window (computing); Mobile phone; Access time; Operating system","score_opus":0.011578618341313778,"score_gpt":0.25568391827127246,"score_spread":0.2441052999299587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370763282","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06516918,0.00055034907,0.9332533,0.000014729262,0.000017175784,0.0006355233,0.000007047518,0.00006473643,0.0002879575],"genre_scores_gemma":[0.8593382,0.000010349844,0.14035769,0.000021204894,0.000102724,0.00012662135,0.000006137945,0.000018082055,0.000018976776],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937934,0.0000047711633,0.00027743433,0.00013350895,0.00003769263,0.00016725267],"domain_scores_gemma":[0.9996597,0.000110819674,0.000037377777,0.00012069698,0.000034009503,0.00003740608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001952504,0.00008664583,0.00016231941,0.000104421844,0.000041159263,0.000026605354,0.0001049008,0.000058159952,0.000001217394],"category_scores_gemma":[3.5766814e-7,0.00009089848,0.000035096615,0.00012943741,0.000019840212,0.000064370935,0.0000159248,0.0000599807,0.00000227162],"study_design_candidate":"bench_or_experimental","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":[0.000019950334,0.00009824188,0.0040405253,0.0005914716,0.0000792417,0.00000174122,0.0014300551,0.008947251,0.5910255,0.0062050093,0.0011223836,0.3864387],"study_design_scores_gemma":[0.00689083,0.000104825594,0.052334167,0.00045576209,0.000117854644,0.000053236396,0.00044914277,0.35088283,0.16628748,0.009453913,0.41152942,0.0014405128],"about_ca_topic_score_codex":0.000013137174,"about_ca_topic_score_gemma":0.000022423623,"teacher_disagreement_score":0.79416907,"about_ca_system_score_codex":0.000022009459,"about_ca_system_score_gemma":0.000005469197,"threshold_uncertainty_score":0.37067327},"labels":[],"label_agreement":null},{"id":"W2371199475","doi":"","title":"Research and Implementation of the Improvement on Memory Management Based onμC/OS-II","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Partition (number theory); Memory management; Block (permutation group theory); Flat memory model; Registered memory; Memory refresh; Interleaved memory; Computer memory; Memory map; Parallel computing; Semiconductor memory; Computer hardware; Embedded system","score_opus":0.022256245529795316,"score_gpt":0.2792080080843091,"score_spread":0.2569517625545138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371199475","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":[0.65020037,0.00026452274,0.33295092,0.0005305348,0.00008329532,0.0055559184,0.000053337182,0.0002139741,0.010147138],"genre_scores_gemma":[0.98760116,0.000024760731,0.01125076,0.00007859861,0.00006033002,0.00070349005,0.000008313119,0.0000168763,0.00025573676],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993181,0.000018965535,0.00019468273,0.00015402638,0.00016585445,0.00014833282],"domain_scores_gemma":[0.9995776,0.000028615705,0.000026210853,0.0002886252,0.000048163798,0.000030822328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016731239,0.00007910556,0.00007840241,0.00009498671,0.00025068523,0.000011471913,0.00016879699,0.000026659665,0.0000141747205],"category_scores_gemma":[4.6163734e-8,0.000064102765,0.000028155748,0.00022083563,0.00004692571,0.000024119001,0.000072822244,0.00009196373,0.000011405215],"study_design_candidate":"bench_or_experimental","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":[0.000022713852,0.0006685275,0.0013014016,0.0011982146,0.00032988368,0.00000485461,0.0043888097,0.015459607,0.2586614,0.021728188,0.11257765,0.58365875],"study_design_scores_gemma":[0.0030931658,0.0005043843,0.061763726,0.00017612931,0.000045236433,0.000019197178,0.0014325874,0.014830353,0.47702876,0.0013966331,0.4390656,0.00064420386],"about_ca_topic_score_codex":0.000028644254,"about_ca_topic_score_gemma":0.000009384819,"teacher_disagreement_score":0.58301455,"about_ca_system_score_codex":0.000051871968,"about_ca_system_score_gemma":0.000011037607,"threshold_uncertainty_score":0.2614035},"labels":[],"label_agreement":null},{"id":"W2371209701","doi":"","title":"Design of Network-type Vehicle Park Control and Management System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Microcomputer; Doors; Software; Management system; Control (management); Limit (mathematics); Embedded system; Database; Real-time computing; Operating system; Telecommunications; Chip","score_opus":0.011081588970879904,"score_gpt":0.1857147332849754,"score_spread":0.1746331443140955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371209701","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021309443,0.0010283786,0.994938,0.000007481276,0.00002550081,0.0008819274,0.0000031591767,0.00019224946,0.0007923603],"genre_scores_gemma":[0.8465787,0.00014737519,0.15275227,0.000028099554,0.0001294954,0.00027346352,0.0000037578245,0.000023533965,0.00006330629],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940646,0.000023247547,0.0002241031,0.00013590445,0.000058500267,0.00015176507],"domain_scores_gemma":[0.9996611,0.000038635648,0.000033596552,0.0001868198,0.000033948905,0.000045890483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091888054,0.00009927733,0.00016660531,0.00003765458,0.00008179203,0.000010622109,0.00010830339,0.00004266245,0.0000014819267],"category_scores_gemma":[3.7163524e-8,0.000099972836,0.000022046417,0.0001594434,0.000025559657,0.000030695035,0.000018414936,0.00004610457,0.000030265435],"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":[0.00004479916,0.00012106104,0.0018061545,0.0019105071,0.0007092036,0.000029513985,0.0009349052,0.80663645,0.048748817,0.016629182,0.07119944,0.05122999],"study_design_scores_gemma":[0.002131581,0.0000878821,0.00844744,0.00021672831,0.00012546667,0.00023073735,0.00007880134,0.7096659,0.0019904189,0.00022138242,0.27614263,0.0006610512],"about_ca_topic_score_codex":0.000003275065,"about_ca_topic_score_gemma":2.508568e-7,"teacher_disagreement_score":0.84444773,"about_ca_system_score_codex":0.00002244639,"about_ca_system_score_gemma":0.000004526681,"threshold_uncertainty_score":0.40767738},"labels":[],"label_agreement":null},{"id":"W2371510219","doi":"","title":"Reasearch on TCP State Machine Reduction in Embedded Internet Kernel","year":2004,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; Kernel (algebra); Reduction (mathematics); The Internet; Transmission Control Protocol; Operating system; Distributed computing; Computer network; Embedded system","score_opus":0.014298413004947937,"score_gpt":0.234396793385587,"score_spread":0.22009838038063906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371510219","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":[0.9028968,0.0001762649,0.021765878,0.00011380949,0.0006310954,0.0003864035,0.0000080853015,0.00055321126,0.07346841],"genre_scores_gemma":[0.9953275,0.00002622638,0.0005665945,0.000021902264,0.000060255905,0.000018697458,0.0000090006415,0.000031347474,0.0039384803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991975,0.000021545466,0.0002344913,0.00016737812,0.0001504563,0.00022866241],"domain_scores_gemma":[0.9996943,0.000010822372,0.000013799621,0.00019245716,0.000016021439,0.00007264117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020824088,0.0001257076,0.00014026223,0.00016301415,0.000011599227,0.000029098692,0.00008953044,0.00005497977,0.00015611724],"category_scores_gemma":[0.000008169269,0.00011185022,0.000033374305,0.00017139941,0.000012719315,0.000089700276,0.000011816907,0.00021240172,0.00034510423],"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":[0.00024840713,0.00039564384,0.00084316556,0.00031257604,0.00013186301,0.00024747045,0.007834878,0.8726806,0.0550115,0.019747417,0.017928615,0.024617886],"study_design_scores_gemma":[0.014920051,0.0016166648,0.0198693,0.0016996698,0.000034427358,0.00045980533,0.0026957449,0.393836,0.52195424,0.025918243,0.013583155,0.0034126933],"about_ca_topic_score_codex":0.00087160734,"about_ca_topic_score_gemma":0.00020303455,"teacher_disagreement_score":0.47884458,"about_ca_system_score_codex":0.00016950724,"about_ca_system_score_gemma":0.000013119369,"threshold_uncertainty_score":0.45611197},"labels":[],"label_agreement":null},{"id":"W2371587632","doi":"","title":"Embedded Terminal Dynamic Data Processing Method Based on JavaScript Engine","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Terminal (telecommunication); JavaScript; Flexibility (engineering); Dynamic data; Process (computing); Interface (matter); Operating system; Embedded system; User interface; Database; Programming language; Computer network","score_opus":0.013165244694244831,"score_gpt":0.2791083932729322,"score_spread":0.26594314857868734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371587632","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010438801,0.000078575584,0.9957515,0.000076437966,0.000085151805,0.0005915889,0.000080661266,0.0005610501,0.001731156],"genre_scores_gemma":[0.17348672,0.0000018603926,0.82517827,0.0001802847,0.00032171412,0.00032336853,0.00029640974,0.000071295384,0.0001400754],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988079,0.000022679314,0.00030483172,0.00044801686,0.00013575278,0.000280807],"domain_scores_gemma":[0.9986407,0.00006718891,0.000047050864,0.0010863751,0.000051166444,0.00010750019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028193305,0.00022872882,0.00020821385,0.0001494052,0.00013186339,0.00012548029,0.0007638429,0.00012391093,0.00003306566],"category_scores_gemma":[9.868237e-7,0.00022761319,0.000048299742,0.00026880097,0.000025466508,0.00014680976,0.000070278016,0.0003959263,0.00013436654],"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":[0.0000050142753,0.000130243,0.000016019443,0.00023161799,0.000030060175,0.0000054667726,0.00018768883,0.018978074,0.20284018,0.00021197883,0.009253952,0.76810974],"study_design_scores_gemma":[0.0001956828,0.000008590893,0.00013382743,0.00002308829,0.0000167892,0.00002930265,0.000008409704,0.7640107,0.002177451,0.000062245344,0.23312551,0.00020835629],"about_ca_topic_score_codex":0.0000044733893,"about_ca_topic_score_gemma":0.000012507361,"teacher_disagreement_score":0.76790136,"about_ca_system_score_codex":0.000030576237,"about_ca_system_score_gemma":0.000039660976,"threshold_uncertainty_score":0.9281796},"labels":[],"label_agreement":null},{"id":"W2371587697","doi":"","title":"Frequency Calibration for On-chip RC Oscillator of AVR Using Genetic Algorithms","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Crossover; Computer science; Genetic algorithm; Chip; Algorithm; Population; Mutation; Fitness function; Microcontroller; Computer hardware; Artificial intelligence; Telecommunications","score_opus":0.018610994044727974,"score_gpt":0.24303974094159272,"score_spread":0.22442874689686476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371587697","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0167058,0.00019222169,0.98164374,0.000027852582,0.00003237396,0.0008373135,0.000039795992,0.00012625915,0.00039461855],"genre_scores_gemma":[0.3296928,0.000007659014,0.6697298,0.0000854776,0.0002740245,0.00013893716,0.000021189851,0.000025546016,0.000024553425],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993129,0.000009131662,0.00028845726,0.00017099424,0.00006791648,0.0001506094],"domain_scores_gemma":[0.9996057,0.000031442425,0.000048227208,0.00021828587,0.00004809395,0.000048206177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049766524,0.00011979471,0.00015162103,0.000081130966,0.000066426204,0.000025851195,0.00013102066,0.00007125876,0.0000042590195],"category_scores_gemma":[2.7189049e-7,0.00012480543,0.00006583923,0.00015065288,0.000011984558,0.000048905862,0.00000551822,0.000052474883,0.000008014142],"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":[0.0000050647222,0.00015301675,0.00014527123,0.00021395486,0.00007397594,8.029118e-7,0.00056276243,0.1449284,0.6824912,0.010129256,0.0053242175,0.15597212],"study_design_scores_gemma":[0.00067376165,0.0001351182,0.0023286315,0.00008430071,0.00004589282,0.000022868371,0.000020973068,0.8867578,0.067664616,0.008739233,0.032994907,0.00053189654],"about_ca_topic_score_codex":0.000008195915,"about_ca_topic_score_gemma":9.556134e-7,"teacher_disagreement_score":0.7418294,"about_ca_system_score_codex":0.0000404178,"about_ca_system_score_gemma":0.000016872198,"threshold_uncertainty_score":0.50894177},"labels":[],"label_agreement":null},{"id":"W2371592614","doi":"","title":"The Development of the Equipment Driver of the Embedded Correspondence Control System based on ARM920T","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Debugging; Embedded system; Process (computing); Architecture; Kernel (algebra); Industrial control system; Control (management); Development (topology); Operating system; Control system; Artificial intelligence","score_opus":0.004503111278059944,"score_gpt":0.1820842935569167,"score_spread":0.17758118227885675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371592614","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":[0.024098607,0.00012734027,0.97135067,0.00009893442,0.0001395793,0.0017754218,0.000023847138,0.00008352862,0.0023020762],"genre_scores_gemma":[0.9918054,3.8465572e-7,0.0074576354,0.000037025547,0.000057878595,0.00042671966,0.0000018967861,0.00001642502,0.00019668537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894446,0.000064544445,0.0004637423,0.00013861299,0.00022316835,0.00016547769],"domain_scores_gemma":[0.99902,0.000184217,0.00014213257,0.00055692,0.00007605851,0.000020711921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025156396,0.00013172209,0.00015149554,0.000029732028,0.00024614434,0.00002427379,0.000596268,0.000048215366,0.0000026368068],"category_scores_gemma":[5.313318e-7,0.000069580215,0.000100535966,0.00022733134,0.00006517817,0.000015668305,0.00004591256,0.00010178753,0.000017034019],"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":[0.00005071452,0.00029983575,0.0018958042,0.0005990378,0.00020232436,5.235609e-7,0.0018053858,0.5497177,0.381262,0.024182534,0.019874303,0.020109804],"study_design_scores_gemma":[0.0018798776,0.00003253243,0.04702765,0.0006667335,0.00008708582,0.000009942326,0.00035098556,0.39819285,0.2624559,0.00021903607,0.2885476,0.00052982545],"about_ca_topic_score_codex":0.000007693561,"about_ca_topic_score_gemma":0.000017569824,"teacher_disagreement_score":0.96770674,"about_ca_system_score_codex":0.00010539931,"about_ca_system_score_gemma":0.00006543925,"threshold_uncertainty_score":0.28373986},"labels":[],"label_agreement":null},{"id":"W2371729787","doi":"","title":"Design of Timing/counting Chip Based on VHDL","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"VHDL; Computer science; Electronic design automation; Chip; Hardware description language; Computer architecture; Embedded system; Programming language; Computer hardware; Field-programmable gate array; Telecommunications","score_opus":0.018118980386068757,"score_gpt":0.21806904310007688,"score_spread":0.19995006271400811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371729787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017581475,0.000060093753,0.9955785,0.000038013535,0.000019407022,0.0005139102,0.0000053072813,0.00021809727,0.0018084791],"genre_scores_gemma":[0.6533103,0.0000023437947,0.34620538,0.00009341344,0.00012116093,0.00020679568,0.000009673831,0.00003232955,0.000018620345],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935275,0.000010960406,0.00023437911,0.00015583335,0.00008806313,0.00015802623],"domain_scores_gemma":[0.99958056,0.000054835917,0.000039732677,0.0002503544,0.000035061363,0.000039439878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011639043,0.00012176953,0.00013994076,0.00009928056,0.000058161295,0.000022245173,0.00017452137,0.000058842834,0.0000065289773],"category_scores_gemma":[2.573868e-7,0.00012582242,0.000046157176,0.00019816242,0.000017123017,0.000035805006,0.000010420543,0.00009094491,0.00009978138],"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":[0.0000019858533,0.00005345944,0.000019023555,0.0000698972,0.000013782423,5.8219314e-7,0.00013911846,0.93520033,0.052073885,0.0011247294,0.0010798579,0.010223366],"study_design_scores_gemma":[0.0017682627,0.000106325286,0.0009182166,0.00031739086,0.00004585925,0.000018376903,0.00003889903,0.71336025,0.211277,0.0025940496,0.06873134,0.0008240582],"about_ca_topic_score_codex":0.000008201994,"about_ca_topic_score_gemma":5.033022e-7,"teacher_disagreement_score":0.65155214,"about_ca_system_score_codex":0.000048726404,"about_ca_system_score_gemma":0.00002149606,"threshold_uncertainty_score":0.51308894},"labels":[],"label_agreement":null},{"id":"W2371751224","doi":"","title":"The Development of Portable Data Acqusition and Processing System Based on Windows CE","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Multithreading; Operating system; Extensibility; Windows CE; Embedded system; Software; Data acquisition; Interface (matter); Microsoft Windows; Acceleration; Computer hardware; Thread (computing)","score_opus":0.016789534387420098,"score_gpt":0.23494977396541872,"score_spread":0.21816023957799863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371751224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026118401,0.00023077063,0.99483734,0.000011882018,0.000012920207,0.0004356627,0.000009721926,0.000107260246,0.0017426135],"genre_scores_gemma":[0.85015976,0.0000014237166,0.14957915,0.0000136641265,0.00008770027,0.000074241354,0.000049688584,0.000015552532,0.000018835342],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993364,0.0000070008823,0.0002867811,0.00015232369,0.00008484951,0.00013260591],"domain_scores_gemma":[0.999501,0.00005802644,0.00005311596,0.0003157797,0.000037009948,0.000035077694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000426542,0.000082015315,0.000087831926,0.00004383034,0.00019646375,0.00004306491,0.00020972756,0.00003634517,6.472395e-7],"category_scores_gemma":[1.9412157e-7,0.00006552783,0.000009438007,0.00012877771,0.000016293314,0.000054610427,0.000034098113,0.000053842174,0.000006432567],"study_design_candidate":"design_other","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":[0.000015359934,0.00006351604,0.0003314146,0.0011618118,0.000050241262,0.0000013213674,0.000984062,0.013822435,0.04142676,0.0010716039,0.0020411361,0.93903035],"study_design_scores_gemma":[0.0004368116,0.000014565089,0.0047967266,0.00033050773,0.000023308297,0.000015948734,0.00045283115,0.55985665,0.025906159,0.000026440533,0.40782306,0.0003170129],"about_ca_topic_score_codex":0.0000020940543,"about_ca_topic_score_gemma":0.000010417653,"teacher_disagreement_score":0.9387133,"about_ca_system_score_codex":0.000037899517,"about_ca_system_score_gemma":0.000028930286,"threshold_uncertainty_score":0.26721472},"labels":[],"label_agreement":null},{"id":"W2372028883","doi":"","title":"Application Research of Asynchronousand Non-transparent PCI-PCI Bridge","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conventional PCI; Computer science; Bridge (graph theory); PCI configuration space; Asynchronous communication; PCI Express; Computer network; Embedded system","score_opus":0.030345939197589576,"score_gpt":0.292474021726007,"score_spread":0.2621280825284174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372028883","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":[0.01953055,0.00034044526,0.97172195,0.000039536433,0.000019287872,0.0010875694,0.000036630074,0.00014948624,0.0070745456],"genre_scores_gemma":[0.9758171,0.000018367344,0.022567043,0.000007309189,0.0004252311,0.000945359,0.00008989761,0.00003816366,0.00009155899],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877876,0.000026940692,0.00041316223,0.0002694485,0.00019247363,0.00031918602],"domain_scores_gemma":[0.99925494,0.00007183687,0.0000442108,0.00043246645,0.00013442196,0.000062134626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272875,0.00014298073,0.00020371645,0.00016564346,0.00012961055,0.00003361495,0.0003090603,0.000096780655,0.000008692007],"category_scores_gemma":[1.4618965e-7,0.0001538028,0.00006717774,0.00043757586,0.00007197666,0.00006138194,0.000029565323,0.00017130171,0.00016795723],"study_design_candidate":"not_applicable","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":[0.000011144849,0.000486051,0.0042957845,0.0009108394,0.00009809427,0.0000016867538,0.0009659195,0.058920234,0.6973059,0.011179023,0.050266646,0.17555869],"study_design_scores_gemma":[0.0010374634,0.0000637595,0.062161136,0.00011824019,0.000037024878,0.000038673894,0.000048097536,0.071149856,0.08567329,0.002959642,0.7760379,0.0006749266],"about_ca_topic_score_codex":0.0004926839,"about_ca_topic_score_gemma":0.00008870413,"teacher_disagreement_score":0.95628655,"about_ca_system_score_codex":0.00012868909,"about_ca_system_score_gemma":0.000040947176,"threshold_uncertainty_score":0.62718964},"labels":[],"label_agreement":null},{"id":"W2372047413","doi":"","title":"Research and Realization of New Generation Communication System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Connection (principal bundle); Communications system; Fiber Distributed Data Interface; Bandwidth (computing); Scheme (mathematics); Computer network; Telecommunications; Local area network","score_opus":0.07395316175612872,"score_gpt":0.28356912142550067,"score_spread":0.20961595966937197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372047413","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031635582,0.0010948512,0.9642487,0.000020499712,0.000010461245,0.0005124829,0.00000492152,0.00015388413,0.0023185976],"genre_scores_gemma":[0.9460725,0.00024553484,0.053084604,0.000005175096,0.00016720896,0.00013975576,0.00006592277,0.000018984307,0.0002002835],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994182,0.00003730641,0.0002320167,0.00011529873,0.00009993007,0.00009726607],"domain_scores_gemma":[0.999473,0.000033105112,0.000030980013,0.00028461742,0.00012966758,0.000048642843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017305775,0.00006347406,0.00010098732,0.00011442053,0.00016366744,0.0000184714,0.00012479584,0.000060094084,0.0000020402172],"category_scores_gemma":[2.1806146e-7,0.00006849117,0.000014112289,0.000278613,0.000045510693,0.000073146744,0.000028621322,0.00007984813,0.00001645902],"study_design_candidate":"not_applicable","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":[0.000009640645,0.00015247686,0.0012227223,0.0009283367,0.000123815,0.0000018143966,0.0089132795,0.022993008,0.40090397,0.26567468,0.21079528,0.08828097],"study_design_scores_gemma":[0.0014705033,0.00013146349,0.008834822,0.000310809,0.00003651996,0.00041317238,0.00083336444,0.37552693,0.09234235,0.0025095842,0.5168049,0.0007856154],"about_ca_topic_score_codex":0.00008378439,"about_ca_topic_score_gemma":0.000011266454,"teacher_disagreement_score":0.91443694,"about_ca_system_score_codex":0.000045407603,"about_ca_system_score_gemma":0.000019516203,"threshold_uncertainty_score":0.27929887},"labels":[],"label_agreement":null},{"id":"W2372138130","doi":"","title":"Apply to gather in the procedure the research of the browser function method","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Web browser; Web page; Function (biology); Client-side scripting; Software; Code (set theory); World Wide Web; Static web page; Information retrieval; Control (management); Operating system; The Internet; Web navigation; Artificial intelligence; Programming language","score_opus":0.03376957866212876,"score_gpt":0.3156671462042121,"score_spread":0.28189756754208334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372138130","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008548031,0.0003467057,0.97861785,0.0037936629,0.000025927568,0.0029783372,0.000006539636,0.000065050925,0.0056179008],"genre_scores_gemma":[0.94771224,0.000005982536,0.04700437,0.00096190505,0.0005986214,0.0030525827,0.0000025670274,0.00003688612,0.0006248649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991443,0.00013785793,0.00020634686,0.00014775936,0.00018132303,0.00018237613],"domain_scores_gemma":[0.99925506,0.00016682276,0.000021288977,0.00047113092,0.0000653248,0.000020395175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095878745,0.00008336012,0.0000834913,0.00006368334,0.00013923338,0.0000409811,0.0005913649,0.00005167927,0.000010235954],"category_scores_gemma":[0.0000011240993,0.000042385698,0.000047512953,0.00077704625,0.00002944734,0.000035065274,0.00005391228,0.00027278412,0.00009430638],"study_design_candidate":"not_applicable","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":[0.000018525501,0.00026737654,0.000537322,0.00022352916,0.000092610884,2.6489522e-7,0.022944178,0.13692923,0.18584149,0.034044284,0.27582008,0.34328112],"study_design_scores_gemma":[0.00009791512,0.000010210192,0.0053304075,0.000020858513,0.000006928338,0.000008418792,0.00037126406,0.0074374024,0.003816013,0.00082509214,0.9819993,0.00007621979],"about_ca_topic_score_codex":0.000025880623,"about_ca_topic_score_gemma":0.00009940487,"teacher_disagreement_score":0.93916416,"about_ca_system_score_codex":0.00003755818,"about_ca_system_score_gemma":0.00001761815,"threshold_uncertainty_score":0.17284386},"labels":[],"label_agreement":null},{"id":"W2372358616","doi":"","title":"The Design of Measure System Based on USB for ARINC429 Bus","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; System bus; Back-side bus; Control bus; Local bus; USB; Bus; Computer hardware; CAN bus; Embedded system; IEBus; USB hub; Interface (matter); Bus network; Address bus; Operating system","score_opus":0.013115604445955336,"score_gpt":0.20450376219022884,"score_spread":0.1913881577442735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372358616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010144474,0.0002427503,0.9968886,0.00008454439,0.000027508682,0.0014742333,0.000019352581,0.00020216855,0.00095941493],"genre_scores_gemma":[0.70664346,0.0000044818294,0.29063582,0.000058908878,0.00038788648,0.0021104242,0.000010177114,0.000047603717,0.000101243306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992918,0.000026062527,0.00027259256,0.0001451816,0.00009371736,0.0001706485],"domain_scores_gemma":[0.9992215,0.0002611989,0.000048626014,0.0003462429,0.00008199297,0.000040408737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702594,0.00012114125,0.00014068997,0.0000474396,0.00014486343,0.000035903053,0.00025851987,0.00006199445,0.0000011817086],"category_scores_gemma":[5.1091934e-7,0.00009365347,0.000072841176,0.00012083693,0.000018609662,0.000025026327,0.000008633859,0.000068298104,0.00003973084],"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":[0.00002130398,0.00006245056,0.000010034311,0.00026205674,0.00006703793,1.6845065e-7,0.00015368448,0.8241268,0.023803825,0.011298055,0.018213954,0.12198067],"study_design_scores_gemma":[0.00029507308,0.000023721368,0.000060131875,0.000047486177,0.000015223028,0.0000031202642,0.000015454427,0.67017096,0.010442256,0.00003944878,0.3187669,0.00012026633],"about_ca_topic_score_codex":0.0000026066668,"about_ca_topic_score_gemma":0.000002722956,"teacher_disagreement_score":0.706542,"about_ca_system_score_codex":0.00007493702,"about_ca_system_score_gemma":0.000019825742,"threshold_uncertainty_score":0.3819078},"labels":[],"label_agreement":null},{"id":"W2372370925","doi":"","title":"Design of Mini Wireless Serial Communication with USB Interface","year":2012,"lang":"en","type":"article","venue":"Electronic Science and Technology","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"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":"USB; Serial port; USB hub; Serial communication; Asynchronous communication; Host controller interface; Wireless; eXtensible Host Controller Interface (xHCI); Computer science; Interface (matter); Embedded system; PC Card; Synchronous serial communication; Port (circuit theory); Terminal (telecommunication); Computer hardware; Computer network; Engineering; Telecommunications; Operating system; Electrical engineering; Software","score_opus":0.009184373896314067,"score_gpt":0.2225216742172671,"score_spread":0.21333730032095302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372370925","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":[0.94371283,0.004591905,0.050643485,0.00009262225,0.0000653744,0.00017942055,3.1754362e-7,0.00017683003,0.0005372316],"genre_scores_gemma":[0.99805874,0.00017866252,0.0017076833,0.0000032800663,0.000010149762,0.000016824231,1.7607755e-7,0.000007564849,0.00001690952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993185,0.000013495238,0.000105445055,0.00009132667,0.00010663024,0.00036464698],"domain_scores_gemma":[0.9996031,0.000023321389,0.000031895346,0.00025110366,0.000061449544,0.000029109242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054351887,0.0000702745,0.00011462428,0.00017163015,0.00006523672,0.000010351787,0.00027166342,0.00007222607,0.000004301833],"category_scores_gemma":[0.000012573743,0.0000571758,0.0000043040804,0.0006711505,0.00041398787,0.00019925518,0.000035123652,0.00013563535,0.000003347923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002549128,0.000042283726,0.0012511965,0.00003497333,0.000033030297,3.8602568e-7,0.001175367,0.00048939453,0.89662343,0.06331653,0.0002116158,0.03679627],"study_design_scores_gemma":[0.00052777166,0.0005808879,0.00024146007,0.00006695759,0.000018708395,0.00013444664,0.0007747694,0.02619274,0.96767104,0.0015707606,0.0019362781,0.00028418555],"about_ca_topic_score_codex":0.00000753541,"about_ca_topic_score_gemma":0.000008348945,"teacher_disagreement_score":0.07104758,"about_ca_system_score_codex":0.00006243136,"about_ca_system_score_gemma":0.000080436235,"threshold_uncertainty_score":0.23315614},"labels":[],"label_agreement":null},{"id":"W2372503804","doi":"","title":"Design of the SCSI Application System Based on NIOS","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SCSI; Computer science; Embedded system; Nios II; Scalability; Field-programmable gate array; Controller (irrigation); Computer hardware; Operating system; Computer data storage","score_opus":0.011018389390626998,"score_gpt":0.17974313344248702,"score_spread":0.16872474405186003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372503804","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00099301,0.00006045087,0.9957082,0.000032231663,0.00002747281,0.0013496955,0.0000099106255,0.00026773894,0.0015512586],"genre_scores_gemma":[0.9436445,0.0000027728909,0.055104364,0.00006195253,0.000109106506,0.0009891983,0.0000070520637,0.00003108531,0.0000499545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924356,0.000039730432,0.00027274588,0.00017549259,0.00013167174,0.0001368087],"domain_scores_gemma":[0.9992389,0.00007134079,0.000063956875,0.0005317572,0.00005594877,0.00003808652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010377668,0.00012899685,0.00014725458,0.00006460023,0.00014496825,0.000010048442,0.00033325865,0.00006929198,0.0000022988227],"category_scores_gemma":[1.9977352e-7,0.00010275259,0.000067326066,0.00031295393,0.000038929546,0.000027407372,0.000017289569,0.000096944175,0.000091845686],"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":[0.0000072018747,0.000106472486,0.00024694792,0.00028557464,0.0000359856,6.836115e-7,0.00028936582,0.86501926,0.1098332,0.0035582478,0.009938794,0.010678293],"study_design_scores_gemma":[0.0003416356,0.000020893387,0.0014634185,0.00007516078,0.000016669917,0.000029490548,0.000018464903,0.9033908,0.040135153,0.000045231074,0.05423858,0.00022446108],"about_ca_topic_score_codex":0.000006184095,"about_ca_topic_score_gemma":3.713898e-7,"teacher_disagreement_score":0.9426515,"about_ca_system_score_codex":0.00007198254,"about_ca_system_score_gemma":0.000025597144,"threshold_uncertainty_score":0.41901287},"labels":[],"label_agreement":null},{"id":"W2373136546","doi":"","title":"Design of an Online Configurable Ethernet Communication Module About UDP Broadcast","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Synchronous Ethernet; Carrier Ethernet; Embedded system; Ethernet; USB; Network interface controller; ATA over Ethernet; Ethernet flow control; Connection-oriented Ethernet; Metro Ethernet; Computer network; Ethernet over SDH; Ethernet over PDH; Computer hardware; Operating system; Software","score_opus":0.050500394055912674,"score_gpt":0.23312622427059831,"score_spread":0.18262583021468565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373136546","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008868003,0.000744362,0.98622805,0.000006675995,0.000013425916,0.00072134234,0.000042849915,0.00026186608,0.0031134558],"genre_scores_gemma":[0.4223745,0.00009649041,0.5768137,0.000043043357,0.000066030174,0.000282381,0.00013160994,0.000051154388,0.00014111938],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916685,0.00006293741,0.00035334437,0.00017396483,0.00007308359,0.00016983652],"domain_scores_gemma":[0.99907714,0.000038016817,0.00007556616,0.0006441485,0.0000936737,0.00007143792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643926,0.00014417709,0.00019449758,0.00007541955,0.000067685265,0.000021471,0.00044871232,0.00009675674,0.00006130931],"category_scores_gemma":[2.13314e-7,0.00015191472,0.000039012513,0.00016916901,0.000048856968,0.00012627945,0.000028456554,0.00013105533,0.000068476525],"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":[0.000038895156,0.0013972524,0.00014039366,0.00037700988,0.00029876997,0.0000022070476,0.011510336,0.10895252,0.42373168,0.011221589,0.008036189,0.43429315],"study_design_scores_gemma":[0.001317772,0.00019123171,0.0046286876,0.0001753094,0.000087372,0.000060110262,0.0004054308,0.66152227,0.14422473,0.0047480874,0.18159074,0.0010482381],"about_ca_topic_score_codex":0.000113992006,"about_ca_topic_score_gemma":0.000010521383,"teacher_disagreement_score":0.55256975,"about_ca_system_score_codex":0.000025818947,"about_ca_system_score_gemma":0.000015212564,"threshold_uncertainty_score":0.61949027},"labels":[],"label_agreement":null},{"id":"W2373687633","doi":"","title":"Research and Implementation of the Remote Online Update of Embedded System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Embedded system; Simple (philosophy); Embedded software; Real-time Control System Software; The Internet; Software system; Realization (probability); Operating system; Data flow diagram; Component-based software engineering; Computer hardware; Database","score_opus":0.033598383244949764,"score_gpt":0.3091959844580035,"score_spread":0.27559760121305377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373687633","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":[0.6903566,0.00043350566,0.3073133,0.00006112391,0.000025967027,0.0011468733,0.00009277213,0.00008686353,0.0004829461],"genre_scores_gemma":[0.96732557,0.000041028634,0.03247978,0.000005781978,0.000058180667,0.00003287263,0.0000134237225,0.000013589548,0.000029751203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933577,0.000032856387,0.0002885847,0.00010869709,0.000120409386,0.0001136905],"domain_scores_gemma":[0.99950165,0.000035165864,0.000049944614,0.00026529183,0.000121784826,0.000026163232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514636,0.000063652704,0.00012347558,0.00007494138,0.000090578615,0.00000576999,0.00017096933,0.000036223024,0.0000029456821],"category_scores_gemma":[1.2346044e-7,0.000051606254,0.000028672108,0.0002991581,0.00006934778,0.000030182044,0.000052944557,0.00008849811,0.000004681129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015958665,0.00022253738,0.0032947133,0.0030413626,0.0003141311,0.0000029403302,0.008456411,0.004843018,0.76165104,0.026360627,0.023068545,0.16872871],"study_design_scores_gemma":[0.0031406325,0.00019891086,0.108144335,0.0006397873,0.000092649534,0.0005498001,0.008006419,0.092341065,0.6004189,0.0017522476,0.1838066,0.0009086483],"about_ca_topic_score_codex":0.00007022715,"about_ca_topic_score_gemma":0.00002038232,"teacher_disagreement_score":0.27696896,"about_ca_system_score_codex":0.000026959899,"about_ca_system_score_gemma":0.00001848253,"threshold_uncertainty_score":0.2104442},"labels":[],"label_agreement":null},{"id":"W2373783484","doi":"","title":"Constructing VC++ Application's Architecture with Pure Code","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wizard; Microsoft Visual Studio; Programming language; Debugging; Construct (python library); Architecture; Code (set theory); Interface (matter); Operating system; Key (lock); Software engineering; Software","score_opus":0.006408021209829516,"score_gpt":0.18229131910491175,"score_spread":0.17588329789508222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373783484","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008776859,0.00018236089,0.981978,0.00009209873,0.000015315287,0.00075552723,0.000035098707,0.0006416629,0.007523105],"genre_scores_gemma":[0.7261188,0.000019786758,0.27188268,0.00007537923,0.0004270143,0.0010976751,0.00008373146,0.00007024928,0.00022469551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991464,0.000011704423,0.00023312152,0.00026935505,0.00010684034,0.0002325476],"domain_scores_gemma":[0.9994133,0.000030328107,0.00004850544,0.00035535975,0.00006221482,0.000090294576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004254884,0.00018613467,0.00017800689,0.00007949932,0.00019598093,0.000024399178,0.0002428454,0.00008036685,0.000013472648],"category_scores_gemma":[1.2808202e-7,0.000168896,0.000045743953,0.00030491935,0.00006945619,0.00005416491,0.00002423112,0.00015713014,0.00011650053],"study_design_candidate":"not_applicable","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":[0.000036460395,0.00029807913,0.021456499,0.0006988217,0.00067912875,0.00004608041,0.004494906,0.1497069,0.09233137,0.05714059,0.06748536,0.6056258],"study_design_scores_gemma":[0.00053373486,0.000023359069,0.0012009505,0.000029370032,0.000026255988,0.0014294935,0.00012499139,0.01232122,0.005823124,0.0007722287,0.97710663,0.0006086591],"about_ca_topic_score_codex":0.0000061239016,"about_ca_topic_score_gemma":0.000025103602,"teacher_disagreement_score":0.90962124,"about_ca_system_score_codex":0.000050780814,"about_ca_system_score_gemma":0.000025259338,"threshold_uncertainty_score":0.68873787},"labels":[],"label_agreement":null},{"id":"W2373833887","doi":"","title":"Application of Remote Data Acquisition System Based on Embedded Web Server","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Web server; Protocol (science); Operating system; Data acquisition; Application server; Function (biology); Embedded system; The Internet","score_opus":0.01216914938016181,"score_gpt":0.2321916226510538,"score_spread":0.220022473270892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373833887","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019320762,0.00009910647,0.9934657,0.000058940397,0.000024217037,0.0009623225,0.00010934919,0.0005244739,0.0028237847],"genre_scores_gemma":[0.86101145,0.0000042927654,0.13808715,0.00012925632,0.00020934395,0.00006592487,0.00044957252,0.000027501326,0.000015504202],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885046,0.000027412145,0.000411497,0.00036620843,0.00016396258,0.00018047506],"domain_scores_gemma":[0.9983909,0.00003636167,0.00009275015,0.0013375538,0.0000755035,0.000066901106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078294,0.00017756791,0.00022342756,0.00013395079,0.00006772196,0.0000340475,0.0005649318,0.00010982658,0.00000510126],"category_scores_gemma":[2.3809775e-7,0.00018581716,0.00005502402,0.00034961186,0.000014723422,0.00010728023,0.000029400298,0.00010647608,0.00013356032],"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":[0.000042728367,0.0003530751,0.00006157875,0.0010748535,0.000094908944,0.0000030234867,0.0002884361,0.14196673,0.317468,0.012372479,0.020821141,0.50545305],"study_design_scores_gemma":[0.00033183923,0.000029021905,0.00046785703,0.000081158934,0.000021775551,0.000006540585,0.00002193886,0.9488359,0.0046074507,0.00009479031,0.045311958,0.0001897424],"about_ca_topic_score_codex":0.0000067504684,"about_ca_topic_score_gemma":0.0000015027643,"teacher_disagreement_score":0.85907936,"about_ca_system_score_codex":0.000077950295,"about_ca_system_score_gemma":0.00002005229,"threshold_uncertainty_score":0.7577404},"labels":[],"label_agreement":null},{"id":"W2374158102","doi":"","title":"Network Processor IXP425 and Its Application","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Network processor; Precept; Computer architecture; Embedded system; Broadband; Computer network; Telecommunications","score_opus":0.006583741346458652,"score_gpt":0.1972954564847796,"score_spread":0.19071171513832097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374158102","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006876751,0.0017685583,0.98850626,0.00011770967,0.000016182528,0.00096123375,0.00000626647,0.00045488146,0.0012921685],"genre_scores_gemma":[0.92593604,0.000065257205,0.071272396,0.00020237427,0.0006035161,0.001764326,0.000029551586,0.000046525583,0.00007999346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993585,0.0000047786925,0.00018494489,0.00020508576,0.00005644632,0.00019026505],"domain_scores_gemma":[0.9996936,0.000012896369,0.000026695116,0.00015809566,0.000039363687,0.00006939649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062691,0.00012310258,0.000116382085,0.000036736626,0.000108383065,0.000039058294,0.00013230996,0.00006901676,0.0000023820085],"category_scores_gemma":[1.0851281e-7,0.00012903004,0.00002134013,0.00022818823,0.000011995012,0.00007953646,0.000024739677,0.000088467656,0.00015856703],"study_design_candidate":"not_applicable","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":[0.000009788675,0.00020624786,0.00028466288,0.0010486229,0.00015495667,0.0000029538141,0.0019808144,0.39005098,0.17815097,0.15204732,0.011327776,0.26473492],"study_design_scores_gemma":[0.0010126187,0.000033112457,0.0015861212,0.00008377595,0.00004226638,0.00009407676,0.000040638373,0.035420645,0.015132966,0.02663446,0.91913015,0.00078916096],"about_ca_topic_score_codex":0.0000031016639,"about_ca_topic_score_gemma":0.0000050818385,"teacher_disagreement_score":0.9190593,"about_ca_system_score_codex":0.000036233814,"about_ca_system_score_gemma":0.000011585318,"threshold_uncertainty_score":0.52616924},"labels":[],"label_agreement":null},{"id":"W2374170208","doi":"","title":"Interface Board Design of Parallel DSP System Based on ARM and FPGA","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Field-programmable gate array; Digital signal processing; Interface (matter); Embedded system; Computer hardware; Host (biology); On board; Interconnection; Operating system; Telecommunications; Engineering","score_opus":0.016571059141738644,"score_gpt":0.20779756346645775,"score_spread":0.1912265043247191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374170208","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027489022,0.00029096435,0.99479735,0.00001906947,0.000020183244,0.0006853069,0.0000101039695,0.0002416386,0.0011864795],"genre_scores_gemma":[0.817796,0.000014153533,0.18174319,0.000028163404,0.000060349448,0.0002739181,0.00000402853,0.000027134203,0.00005309099],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992887,0.000028301141,0.00026483432,0.00019155635,0.000081104496,0.00014553117],"domain_scores_gemma":[0.9995076,0.000081044054,0.000043369633,0.00026878307,0.00003628399,0.000062896164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083747495,0.00014413279,0.00020579019,0.00008821721,0.00007060704,0.000014724954,0.00015033492,0.00006776339,0.0000040803557],"category_scores_gemma":[1.860225e-7,0.00014192035,0.000040122053,0.00012787245,0.000037301423,0.000032662312,0.000017302924,0.00008918114,0.000050404615],"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":[0.000031452662,0.00019139945,0.00017028376,0.0007393216,0.000094639734,0.0000069864204,0.0009002904,0.92012334,0.04488204,0.00182614,0.018637571,0.012396545],"study_design_scores_gemma":[0.0009624872,0.00014402177,0.0008951924,0.00021620432,0.000027974547,0.00007905466,0.00008007595,0.91153926,0.026903432,0.00006283548,0.0586243,0.0004651439],"about_ca_topic_score_codex":0.000008621726,"about_ca_topic_score_gemma":4.7336292e-7,"teacher_disagreement_score":0.8150471,"about_ca_system_score_codex":0.00004192293,"about_ca_system_score_gemma":0.000013373635,"threshold_uncertainty_score":0.57873434},"labels":[],"label_agreement":null},{"id":"W2374510995","doi":"","title":"Design of a Kind of Real-time Voice Acquisition System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data acquisition; Real-time operating system; Real-time computing; File system; Embedded system; Real-time data; Computer hardware; Operating system","score_opus":0.011907321079524,"score_gpt":0.19927645431179206,"score_spread":0.18736913323226806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374510995","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013301763,0.00011443481,0.98333555,0.0000037862324,0.000012337589,0.0006492207,0.000020133066,0.00020298606,0.0023597814],"genre_scores_gemma":[0.77287495,0.00003387435,0.2265609,0.0000057690895,0.000115940646,0.00023686081,0.00002123295,0.00003417981,0.0001162798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992475,0.000030459023,0.00037193266,0.00013509042,0.000092475006,0.00012252491],"domain_scores_gemma":[0.99945706,0.00006227777,0.00008567841,0.00026652764,0.000089073015,0.000039398856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010357172,0.0001081541,0.00022960699,0.00009502858,0.000047180725,0.000005012312,0.00016589105,0.000072348164,0.0000071659097],"category_scores_gemma":[9.53622e-8,0.000113872054,0.00005200894,0.0002276002,0.00003307004,0.000050256975,0.000017045633,0.00004595284,0.00010251204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006639451,0.000058366022,0.00004734493,0.00044000443,0.000067682755,0.0000019419103,0.0007437998,0.03755747,0.9510653,0.0006759756,0.007869827,0.0014656289],"study_design_scores_gemma":[0.0018372699,0.00020548905,0.00519775,0.0006309592,0.00015541751,0.0006307473,0.00019805795,0.44958246,0.5067807,0.00024350996,0.03340911,0.0011285458],"about_ca_topic_score_codex":0.00001918377,"about_ca_topic_score_gemma":2.2767615e-7,"teacher_disagreement_score":0.7595732,"about_ca_system_score_codex":0.000040503044,"about_ca_system_score_gemma":0.000017412161,"threshold_uncertainty_score":0.46435675},"labels":[],"label_agreement":null},{"id":"W2374811885","doi":"","title":"Realization of a New Kind of Neon Control System Based on AT89C51","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Realization (probability); Neon; Control (management); Synchronization (alternating current); Flexibility (engineering); Universal asynchronous receiver/transmitter; Software; Control system; Embedded system; Computer hardware; Operating system; Telecommunications; Electrical engineering; Channel (broadcasting); Artificial intelligence","score_opus":0.0055046801531270576,"score_gpt":0.19176722247420439,"score_spread":0.18626254232107733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374811885","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012720238,0.00012504631,0.9951638,0.00003592075,0.000013383456,0.00060699036,0.000028254806,0.0001337618,0.002620825],"genre_scores_gemma":[0.9608351,0.00000212723,0.038724665,0.000039133218,0.0001981231,0.00009153317,0.000021169202,0.000023217448,0.00006491078],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993069,0.000016748048,0.00035651072,0.00012599771,0.00009027675,0.00010353011],"domain_scores_gemma":[0.9995018,0.000042020285,0.00008646084,0.00026481997,0.000055072847,0.000049826587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008008845,0.00010224144,0.00019891292,0.00010266598,0.000022494372,0.000009344508,0.00013313301,0.000066532855,0.000007304932],"category_scores_gemma":[2.2685582e-7,0.000104142484,0.000059955208,0.00017801428,0.000011098171,0.000032898486,0.000005455808,0.000047650195,0.000027182625],"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":[0.000018722563,0.000098615725,0.00016445968,0.00057615986,0.000058888174,2.89435e-7,0.0004268005,0.80515546,0.07689961,0.014637619,0.015319647,0.08664371],"study_design_scores_gemma":[0.0011551614,0.000046525354,0.00064477936,0.00019577758,0.000035128378,0.000004302715,0.00002741867,0.8096292,0.025807654,0.000044148175,0.16222636,0.00018354486],"about_ca_topic_score_codex":0.000029413097,"about_ca_topic_score_gemma":0.000006391956,"teacher_disagreement_score":0.9595631,"about_ca_system_score_codex":0.000052938227,"about_ca_system_score_gemma":0.000021749023,"threshold_uncertainty_score":0.42468074},"labels":[],"label_agreement":null},{"id":"W2375032393","doi":"","title":"The Study of Security Issues in Struts-Based Web Applications","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; XML; Class (philosophy); Web application security; Interface (matter); Web application; Carry (investment); Web service; World Wide Web; Database; Operating system; Web development; Artificial intelligence","score_opus":0.005068006114168201,"score_gpt":0.22628034650126708,"score_spread":0.2212123403870989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375032393","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":[0.32331347,0.0029195498,0.6582971,0.00026898299,0.000051258536,0.0084997965,0.00008492164,0.00069283333,0.0058720713],"genre_scores_gemma":[0.9922626,0.000010138151,0.005073413,0.000009112668,0.00013741522,0.0024263368,0.000016166887,0.000021490057,0.00004332093],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991187,0.000032110594,0.00039858953,0.00017851322,0.00010356232,0.00016855403],"domain_scores_gemma":[0.99935615,0.00009587446,0.000051072606,0.00041847216,0.00005362028,0.000024825506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014847079,0.00012179648,0.00015553129,0.00008465677,0.000113887436,0.000043005737,0.00030873332,0.000049125287,0.000003495094],"category_scores_gemma":[1.3493106e-7,0.00010519897,0.00003905768,0.0004087527,0.000032944812,0.000034228982,0.00002390884,0.00011504338,0.000025118412],"study_design_candidate":"not_applicable","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":[0.000045731344,0.009118883,0.045692954,0.0011200855,0.00037592987,0.0000075533653,0.006905714,0.47546822,0.13439488,0.06546176,0.07922968,0.1821786],"study_design_scores_gemma":[0.0011014952,0.00005093174,0.008756598,0.000022544427,0.00002345267,0.0000027370997,0.00060000655,0.06484869,0.004071918,0.0035084833,0.9166529,0.00036021054],"about_ca_topic_score_codex":0.00016474735,"about_ca_topic_score_gemma":0.00068162405,"teacher_disagreement_score":0.83742326,"about_ca_system_score_codex":0.000039547816,"about_ca_system_score_gemma":0.000017504532,"threshold_uncertainty_score":0.42898893},"labels":[],"label_agreement":null},{"id":"W2375272957","doi":"","title":"Transplant of VxWorks Operating System to the OMAP Platform","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Initialization; Operating system; Embedded system; Embedded operating system; Kernel (algebra); Real-time operating system; User space; ARM architecture; Digital signal processing; Computer hardware; Software","score_opus":0.005969060202008569,"score_gpt":0.19498869805454425,"score_spread":0.18901963785253567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375272957","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050642762,0.00006379319,0.94537497,0.00007408035,0.00009102596,0.0008275064,0.000029475894,0.0002136538,0.0026827492],"genre_scores_gemma":[0.9394093,0.000001117678,0.05981171,0.000037253423,0.00027518652,0.0004018,0.000008733379,0.000020942682,0.000033911518],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993941,0.0000057620146,0.00026164035,0.00012445067,0.000068734735,0.00014530477],"domain_scores_gemma":[0.99954516,0.000035372617,0.000023349015,0.00030470727,0.000036077618,0.00005532211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013761065,0.000101849284,0.00012844615,0.00004289585,0.000103538565,0.000039302337,0.00030167666,0.000065477645,0.000005848867],"category_scores_gemma":[1.1815478e-7,0.00007564953,0.000046205798,0.0001662485,0.00001280939,0.00003692242,0.000018430708,0.00017584415,0.000084734274],"study_design_candidate":"bench_or_experimental","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":[0.0000036210572,0.000053448504,0.0002606417,0.00053942314,0.0001133771,0.0000020711173,0.006756791,0.058757484,0.80811137,0.0373813,0.010193659,0.07782679],"study_design_scores_gemma":[0.00046226682,0.00003497048,0.001670189,0.00023671065,0.00005104329,0.00019576929,0.0006254218,0.22628151,0.05575771,0.000057940513,0.7140216,0.00060485984],"about_ca_topic_score_codex":0.000015688936,"about_ca_topic_score_gemma":0.00003860787,"teacher_disagreement_score":0.8887666,"about_ca_system_score_codex":0.000014300871,"about_ca_system_score_gemma":0.000008451274,"threshold_uncertainty_score":0.30848983},"labels":[],"label_agreement":null},{"id":"W2375720958","doi":"","title":"A Control System using serial communication based on RS485 Bus between Multi-singlechip Microcomputers","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system; Serial communication; Microcomputer; Reliability (semiconductor); Simple (philosophy); Computer hardware; Control system; Control (management); Chip; Operating system; Telecommunications; Electrical engineering","score_opus":0.02933305486283376,"score_gpt":0.224831815037724,"score_spread":0.19549876017489026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375720958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03561289,0.00014614592,0.96156365,0.000030425663,0.00006338236,0.0014320819,0.00007135493,0.0008624118,0.00021766621],"genre_scores_gemma":[0.6994992,0.0000025480588,0.29966617,0.00008963591,0.0003616966,0.00023783071,0.000067780864,0.000065244334,0.000009868517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984335,0.000115508185,0.0005561693,0.00036538663,0.0001620037,0.00036743577],"domain_scores_gemma":[0.99874705,0.00016254457,0.00011930184,0.00072990084,0.00009909404,0.00014213298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001883497,0.00032369504,0.00040972183,0.00021754805,0.000462569,0.00008472688,0.00051841914,0.00018369473,0.0000031657821],"category_scores_gemma":[4.0521832e-7,0.00035445197,0.00014344804,0.00033789835,0.000057128167,0.000101346726,0.00003858438,0.00026678215,0.00011232868],"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":[0.00005381812,0.0004057134,0.0031469134,0.000678024,0.0003740958,0.000018513132,0.0012357462,0.8229415,0.14707832,0.00084262405,0.0048503606,0.018374389],"study_design_scores_gemma":[0.002511884,0.000038415645,0.001985317,0.00022040967,0.00006360524,0.00007774558,0.000030223591,0.95814955,0.0047746943,0.000009728521,0.03153818,0.000600241],"about_ca_topic_score_codex":0.000057445508,"about_ca_topic_score_gemma":0.000003985787,"teacher_disagreement_score":0.6638863,"about_ca_system_score_codex":0.00029618686,"about_ca_system_score_gemma":0.000048474285,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W2375965733","doi":"","title":"The Design of Multi-protocol Converter Based On Functional Analysis","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Protocol (science); Set (abstract data type); Sequence (biology); Character (mathematics); Protocol analysis; Programming language","score_opus":0.016978357551937735,"score_gpt":0.23852993241751794,"score_spread":0.2215515748655802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375965733","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004909281,0.0000030622443,0.98672557,0.000029416655,0.000025959656,0.012790742,0.000009431107,0.000094174386,0.00027256613],"genre_scores_gemma":[0.3750228,8.1822344e-7,0.39174938,0.00022016352,0.0003364268,0.23224829,0.00003864211,0.00006155011,0.00032191252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999375,0.00002463779,0.0002368923,0.00014492251,0.00009471717,0.00012387321],"domain_scores_gemma":[0.999292,0.00018308345,0.000044192293,0.00037055416,0.00006876069,0.000041409516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017900145,0.00010691765,0.0001265737,0.00010323058,0.00011745039,0.000036165675,0.00019738011,0.00006332816,0.000048593578],"category_scores_gemma":[4.3065128e-7,0.000078348414,0.00010273543,0.00033929772,0.000041470026,0.000023281214,0.000010719472,0.00014778563,0.00006889005],"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":[0.00003979197,0.00028617415,0.00074387953,0.00009097041,0.00063001044,5.7149674e-7,0.00015424317,0.6753496,0.234649,0.0033008112,0.017648954,0.067106],"study_design_scores_gemma":[0.00030762886,0.000010683697,0.0021845617,0.000002675793,0.000038681763,7.586737e-7,0.00000449164,0.8752747,0.0050655287,0.000035852245,0.116980605,0.000093837465],"about_ca_topic_score_codex":0.0000045343468,"about_ca_topic_score_gemma":0.0000091428965,"teacher_disagreement_score":0.5949762,"about_ca_system_score_codex":0.000012698582,"about_ca_system_score_gemma":0.000017618693,"threshold_uncertainty_score":0.31949556},"labels":[],"label_agreement":null},{"id":"W2376184045","doi":"","title":"Design of RS485-Ethernet Converter Based on LM3S8962","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Synchronous Ethernet; Computer science; Carrier Ethernet; Universal asynchronous receiver/transmitter; Ethernet; Ethernet flow control; Ethernet over PDH; Embedded system; Ethernet Powerlink; Network interface controller; ATA over Ethernet; Industrial Ethernet; Connection-oriented Ethernet; Controller (irrigation); Ethernet over SDH; Computer network; Telecommunications","score_opus":0.0111680756067528,"score_gpt":0.20732612932706346,"score_spread":0.19615805372031064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376184045","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000262495,0.00010018418,0.99664545,0.00006915711,0.000016015252,0.0005772232,0.000008030211,0.00020265931,0.0021188043],"genre_scores_gemma":[0.8384107,0.000005082532,0.16062354,0.00053018663,0.00012207944,0.00015514602,0.000016677994,0.000028539771,0.00010808797],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934834,0.000023655875,0.00023162272,0.0001599793,0.00008484332,0.00015153966],"domain_scores_gemma":[0.99952185,0.00006104012,0.000034118402,0.00029786557,0.000036171215,0.000048978753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009298711,0.0001317687,0.00016342905,0.000084410734,0.000031262054,0.00001896892,0.00019337251,0.00007100388,0.00003090592],"category_scores_gemma":[1.3188814e-7,0.0001282152,0.000050098846,0.00015190033,0.00001579071,0.000030769308,0.0000050606222,0.00008644379,0.0001475789],"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":[0.000030341871,0.00038462653,0.00007890585,0.00013823948,0.00007325481,0.000003208348,0.0006662681,0.44982812,0.21071096,0.0042246953,0.05791226,0.27594912],"study_design_scores_gemma":[0.0006313524,0.00015466024,0.000867661,0.000057231322,0.000018729916,0.000005799859,0.000009613139,0.85991794,0.036320094,0.0009238448,0.10074353,0.00034956427],"about_ca_topic_score_codex":0.0000021853489,"about_ca_topic_score_gemma":1.9407271e-7,"teacher_disagreement_score":0.8381482,"about_ca_system_score_codex":0.000027445609,"about_ca_system_score_gemma":0.000013058656,"threshold_uncertainty_score":0.5228464},"labels":[],"label_agreement":null},{"id":"W2376576101","doi":"","title":"Research of Network Device Driver based on Linux","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Embedded system; Linux Unified Key Setup; Point (geometry); Computer hardware; Linux kernel","score_opus":0.03057938610102578,"score_gpt":0.295688673057101,"score_spread":0.2651092869560752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376576101","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004239902,0.00029492064,0.9793208,0.0001642416,0.0000222603,0.0006860819,0.000009754554,0.00020128065,0.01506071],"genre_scores_gemma":[0.7958778,0.000008963329,0.20255663,0.00016285536,0.00085063017,0.00030798838,0.000014541468,0.00003375771,0.00018683137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992189,0.000035463294,0.00021652177,0.00015884334,0.00014062217,0.00022967966],"domain_scores_gemma":[0.9993644,0.00014232399,0.000020700545,0.00032080567,0.000095445495,0.000056320005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027395063,0.00008923472,0.0001209783,0.00010245162,0.00008070954,0.000020718511,0.00022970667,0.00006915917,0.00003157588],"category_scores_gemma":[2.124704e-7,0.00009069797,0.000045087305,0.00039999743,0.000028799106,0.000032792508,0.000022611546,0.00018286242,0.0003620501],"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":[0.0000043720142,0.00009222862,0.00013766946,0.00008426169,0.00002422783,4.7697154e-7,0.0001738101,0.81394523,0.009359674,0.0035782072,0.08838256,0.08421726],"study_design_scores_gemma":[0.00015228715,0.000016271611,0.00065968634,0.00003931855,0.0000037185016,0.0000010620881,0.0000070930396,0.20148593,0.0040187803,0.00011203612,0.7934031,0.00010070832],"about_ca_topic_score_codex":0.0000055507253,"about_ca_topic_score_gemma":0.000008770492,"teacher_disagreement_score":0.7916379,"about_ca_system_score_codex":0.000051071696,"about_ca_system_score_gemma":0.000017730588,"threshold_uncertainty_score":0.46535423},"labels":[],"label_agreement":null},{"id":"W2376736894","doi":"","title":"The Memory System Implementation for Embedded Linux Based on SD Memory Card","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Flash file system; Embedded system; Flash memory; File system; Flash memory emulator; Computer hardware; Microcontroller; Flash (photography); Smart card; Computer memory; Semiconductor memory","score_opus":0.00562055596171334,"score_gpt":0.22397449537513248,"score_spread":0.21835393941341913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376736894","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015770805,0.00018621504,0.9900588,0.00014002663,0.00010746147,0.0023166742,0.00007634158,0.0005076023,0.005029791],"genre_scores_gemma":[0.9228594,0.0000042522356,0.06789237,0.00025591708,0.0010867912,0.0070080943,0.00032663645,0.000109190456,0.00045734283],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990066,0.00003788594,0.00036183244,0.00022640222,0.000117805954,0.00024942105],"domain_scores_gemma":[0.9992348,0.00021274477,0.00006215945,0.0003731894,0.00007591383,0.00004120096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028388746,0.00017656367,0.00015583601,0.00006834392,0.00029169006,0.00011845314,0.00022227202,0.000063149935,0.0000028409913],"category_scores_gemma":[2.0977443e-7,0.00014320418,0.00011471845,0.0001392109,0.000017768982,0.000046013534,0.000013253466,0.00008804884,0.000057837096],"study_design_candidate":"not_applicable","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":[0.00003390116,0.00013415245,0.000052497493,0.00087736134,0.00016424357,0.0000022608833,0.00071374193,0.4533967,0.055384077,0.037432946,0.2662374,0.18557072],"study_design_scores_gemma":[0.001549483,0.00005833002,0.0005855822,0.00006582557,0.00006454822,0.000011160799,0.0008281875,0.3650627,0.031643387,0.00037041114,0.59922606,0.00053430063],"about_ca_topic_score_codex":0.00004074814,"about_ca_topic_score_gemma":0.00005636167,"teacher_disagreement_score":0.9221664,"about_ca_system_score_codex":0.00013467365,"about_ca_system_score_gemma":0.000029567647,"threshold_uncertainty_score":0.5839697},"labels":[],"label_agreement":null},{"id":"W2377426770","doi":"","title":"CAN Field-bus Controlled System of Railroad Marshalling Yard","year":2005,"lang":"en","type":"article","venue":"Retarders and Speed Control Technology","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Marshalling; Yard; Engineering; Field bus; Field (mathematics); Control bus; Bus network; System bus; CAN bus; Local bus; Network topology; Computer network; Control system; Electrical engineering; Computer science; Computer hardware; Operating system","score_opus":0.004154774706039735,"score_gpt":0.18096501205267765,"score_spread":0.17681023734663792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377426770","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":[0.88040715,0.030989012,0.038399156,0.00713102,0.0008925396,0.002647521,0.000047431986,0.0025949862,0.036891185],"genre_scores_gemma":[0.99893785,0.00015663618,0.0005607102,0.0000644779,0.0000969441,0.000024713001,0.000001266179,0.000029160734,0.00012823107],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876535,0.000032413653,0.0005144407,0.00021331442,0.00012611898,0.00034834832],"domain_scores_gemma":[0.9993592,0.00010914791,0.00009825273,0.00029898644,0.00006749863,0.00006690173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025767452,0.00021676443,0.00086868013,0.00027820407,0.000052087747,0.000018341228,0.00017020629,0.00037891857,0.000020037927],"category_scores_gemma":[0.000047660662,0.00019250745,0.00011872719,0.00015505642,0.00006356168,0.00004076591,0.000015694131,0.00024749036,0.0000066397374],"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":[0.0017515087,0.00019766249,0.018050736,0.0026140967,0.0060172845,0.0003487858,0.001486079,0.072134465,0.3940305,0.20896332,0.0067857634,0.28761977],"study_design_scores_gemma":[0.038643368,0.0005716741,0.00028052437,0.0005082996,0.00051385286,0.0002916123,0.0027523,0.92093277,0.013611688,0.0010302733,0.019643636,0.0012200256],"about_ca_topic_score_codex":0.00004851414,"about_ca_topic_score_gemma":0.000059858172,"teacher_disagreement_score":0.8487983,"about_ca_system_score_codex":0.00004903846,"about_ca_system_score_gemma":0.000019575406,"threshold_uncertainty_score":0.78502256},"labels":[],"label_agreement":null},{"id":"W2377436518","doi":"","title":"Debug and Analysis of Embedded Linux Kernel Hang-up","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Porting; Hang; Debugging; Linux kernel; Background debug mode interface; Operating system; Kernel (algebra); Embedded system; Interface (matter); Software; Configfs; sysfs","score_opus":0.007940685784048824,"score_gpt":0.2303993041433126,"score_spread":0.22245861835926378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377436518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06838058,0.00050103595,0.929409,0.000007775588,0.000018829149,0.00026414197,0.000020557227,0.00014188161,0.0012561776],"genre_scores_gemma":[0.9244911,0.000027074371,0.07498322,0.000044417207,0.00010227618,0.00006806836,0.00004292177,0.000023931249,0.00021699113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999285,0.000007158655,0.00030481577,0.00016897536,0.000069281974,0.0001647695],"domain_scores_gemma":[0.99952745,0.00006252136,0.000042840657,0.00024247984,0.00005216088,0.00007257044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016161015,0.0001108156,0.00023140028,0.00027205583,0.000042559575,0.000021763097,0.00012636112,0.000072267525,0.000013031516],"category_scores_gemma":[2.278715e-7,0.000113125476,0.000082880935,0.00057677546,0.000028852899,0.00003883145,0.000026499585,0.00006903431,0.000017543483],"study_design_candidate":"bench_or_experimental","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":[0.000022410908,0.00023645419,0.009174951,0.0005287024,0.0042846394,0.000006504947,0.009128516,0.017222073,0.4461478,0.012180809,0.01405225,0.48701486],"study_design_scores_gemma":[0.0015430674,0.00006519188,0.15202905,0.000083773644,0.0020743064,0.000046889403,0.0005781327,0.33034956,0.09802383,0.0013909787,0.41230857,0.0015066566],"about_ca_topic_score_codex":0.000016366763,"about_ca_topic_score_gemma":0.000027231252,"teacher_disagreement_score":0.8561105,"about_ca_system_score_codex":0.000020396317,"about_ca_system_score_gemma":0.0000052077294,"threshold_uncertainty_score":0.4613123},"labels":[],"label_agreement":null},{"id":"W2377507997","doi":"","title":"Research and Development of Embedded Linux Device Drivers","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Construct (python library); Embedded system; Process (computing); Architecture; Computer network","score_opus":0.043037673555531966,"score_gpt":0.3095930225489219,"score_spread":0.26655534899338995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377507997","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08827326,0.00025746552,0.9077495,0.000007701081,0.000012094446,0.00040825244,0.0000023926464,0.00009673743,0.0031926394],"genre_scores_gemma":[0.5728443,0.000009541945,0.4268695,0.000010985578,0.00007822861,0.00007571276,0.00000815806,0.000018451861,0.00008509196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992609,0.00000897869,0.00026350498,0.00014504684,0.00011407056,0.00020748346],"domain_scores_gemma":[0.999551,0.00008629217,0.000020411118,0.00015772044,0.000111126516,0.000073468254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045543673,0.000078202196,0.00010712376,0.00015398896,0.00010146568,0.000018462148,0.00014098718,0.00006136238,0.000006134822],"category_scores_gemma":[1.842713e-7,0.00008224898,0.000013273107,0.00026007328,0.00004485716,0.000035964375,0.00004584984,0.00012045582,0.00005561122],"study_design_candidate":"not_applicable","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":[0.000009634591,0.00016232762,0.00092824124,0.0005612913,0.00014887084,0.0000035845567,0.011928461,0.00090022734,0.3756902,0.0054292716,0.006961695,0.5972762],"study_design_scores_gemma":[0.00038199362,0.000022591885,0.007004825,0.000057466365,0.000005638852,0.000014776386,0.0010718008,0.0015315184,0.15634222,0.00030016317,0.83298737,0.00027960393],"about_ca_topic_score_codex":0.00000359689,"about_ca_topic_score_gemma":0.00001866568,"teacher_disagreement_score":0.8260257,"about_ca_system_score_codex":0.000042585503,"about_ca_system_score_gemma":0.0000236007,"threshold_uncertainty_score":0.33540162},"labels":[],"label_agreement":null},{"id":"W2377958288","doi":"","title":"Serial Driver Design in VxWorks Real Time System","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Initialization; Architecture; Serial communication; Kernel (algebra); Embedded system; Serial port; Computer hardware; Real-time computing; Operating system; Programming language","score_opus":0.010381422583845149,"score_gpt":0.18906966876147674,"score_spread":0.1786882461776316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377958288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016869081,0.00008960826,0.9764374,0.000009627154,0.000049876166,0.0009347334,0.000008083374,0.00066909683,0.0049325232],"genre_scores_gemma":[0.68926096,0.000058770747,0.30776265,0.000030261977,0.000928626,0.0011865188,0.000042829277,0.00009957836,0.00062981405],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913365,0.00004043481,0.00029699737,0.00021463074,0.000078996934,0.000235307],"domain_scores_gemma":[0.9995752,0.00004940801,0.000027591237,0.00025317277,0.000027453518,0.000067190325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010916069,0.0001515441,0.00020249186,0.00010418526,0.000087929424,0.00002522796,0.00021070961,0.00011982151,0.000014515559],"category_scores_gemma":[9.716297e-8,0.00016241004,0.000047430443,0.0002600981,0.000024159066,0.000075920296,0.000025597798,0.00012257167,0.000754154],"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":[0.00004464934,0.00027181313,0.0007967915,0.00044143852,0.00017663366,0.00013230271,0.0050670197,0.40704897,0.40228873,0.005226846,0.14431699,0.03418779],"study_design_scores_gemma":[0.0028105136,0.00007901352,0.010308008,0.0002919359,0.000045326964,0.0007067245,0.0001345371,0.68615586,0.01349664,0.00024827826,0.28390977,0.0018134017],"about_ca_topic_score_codex":0.000027503622,"about_ca_topic_score_gemma":0.0000026202824,"teacher_disagreement_score":0.67239183,"about_ca_system_score_codex":0.00013001692,"about_ca_system_score_gemma":0.000020781335,"threshold_uncertainty_score":0.9693375},"labels":[],"label_agreement":null},{"id":"W2377982588","doi":"","title":"A Design and Realization of an Authentication System for Embedded Terminal","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Dynamic Host Configuration Protocol; Authentication (law); Lightweight Extensible Authentication Protocol; Terminal (telecommunication); Simple (philosophy); Embedded system; Computer network; Realization (probability); Authentication protocol; Computer security; Ip address","score_opus":0.011894385152668706,"score_gpt":0.24303033999706583,"score_spread":0.2311359548443971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377982588","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008042426,0.00006631597,0.9903742,0.0000037137365,0.00001533826,0.0011519335,0.000010666078,0.00017819808,0.00015719332],"genre_scores_gemma":[0.583324,0.0000024645208,0.4162428,0.00000847999,0.00006239677,0.00027396213,0.000049743092,0.000021135082,0.000014992861],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993965,0.000019091274,0.00027613828,0.00014273134,0.000050308106,0.00011521158],"domain_scores_gemma":[0.9995803,0.00007440633,0.000056201166,0.00016587773,0.00007316386,0.0000500476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004170537,0.000085886524,0.00011635864,0.00009120186,0.000050331957,0.00002511092,0.00008545063,0.0000582682,5.346162e-7],"category_scores_gemma":[2.822919e-7,0.000090347254,0.00002131428,0.0001125433,0.000016284223,0.000085729596,0.000007966996,0.00002963235,0.000002137949],"study_design_candidate":"bench_or_experimental","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":[0.000038838585,0.00011467691,0.000029990686,0.0012766754,0.000066621156,9.805448e-7,0.0041141086,0.011971889,0.77142245,0.059565134,0.0005427474,0.15085588],"study_design_scores_gemma":[0.0011763404,0.0001589115,0.0016745309,0.0001641246,0.00010439208,0.00014591844,0.0005966335,0.8105212,0.15857573,0.0020734179,0.02429055,0.0005182918],"about_ca_topic_score_codex":0.0000035519506,"about_ca_topic_score_gemma":0.000002026864,"teacher_disagreement_score":0.7985493,"about_ca_system_score_codex":0.000028690509,"about_ca_system_score_gemma":0.000009152568,"threshold_uncertainty_score":0.3684254},"labels":[],"label_agreement":null},{"id":"W2378117089","doi":"","title":"Construction of Firewall for Web pages by Using ASP& SQL Server","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Firewall (physics); Web server; Application firewall; Web page; World Wide Web; Database; Sql server; Application server; Stateful firewall; The Internet; Computer network","score_opus":0.012372679416425924,"score_gpt":0.2158663535437336,"score_spread":0.20349367412730768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378117089","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098572746,0.0003775036,0.8999381,0.000037005986,0.000037261736,0.00065674,0.00007273197,0.00014209902,0.0001658178],"genre_scores_gemma":[0.66430485,0.000022447528,0.33510363,0.000032605472,0.00016318896,0.00025678065,0.000050504794,0.000037118072,0.000028855333],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945223,0.000005073141,0.00022950073,0.00013593322,0.00004830131,0.00012897587],"domain_scores_gemma":[0.99968886,0.000020373673,0.00004497838,0.0001590344,0.00005184606,0.00003492231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051110543,0.00009991682,0.00013599428,0.000045168385,0.000056656558,0.000020071799,0.00010725443,0.00006895032,0.000004293516],"category_scores_gemma":[1.4969739e-7,0.00010849156,0.000059836028,0.00011891496,0.00002603182,0.00006393402,0.000012609031,0.000047282356,0.000009473824],"study_design_candidate":"bench_or_experimental","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":[0.0000031780467,0.00006277245,0.000105976476,0.00033387475,0.000086060085,1.8456491e-7,0.00041089128,0.017415335,0.94539404,0.0026889832,0.0072840005,0.02621468],"study_design_scores_gemma":[0.00218036,0.00006005165,0.00033415912,0.00016597298,0.00009754426,0.00007921539,0.00012701866,0.062481534,0.31195572,0.005019785,0.6167529,0.0007457261],"about_ca_topic_score_codex":0.000013678854,"about_ca_topic_score_gemma":0.0000044068406,"teacher_disagreement_score":0.63343835,"about_ca_system_score_codex":0.00005236254,"about_ca_system_score_gemma":0.000018804694,"threshold_uncertainty_score":0.4424157},"labels":[],"label_agreement":null},{"id":"W2378587201","doi":"","title":"Method of Communication between Tasks Based on Embedded Multitask Operating System","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Graphical user interface; Communications system; Interface (matter); Human–computer interaction; Embedded operating system; Embedded system; Task (project management); Operating system; Computer network; Software","score_opus":0.01450642691526302,"score_gpt":0.2727080449260312,"score_spread":0.2582016180107682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378587201","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003175318,0.00009241324,0.9904112,0.000013051964,0.000014514582,0.00077449647,0.000030811687,0.00033901085,0.0051491554],"genre_scores_gemma":[0.52524096,8.8929784e-7,0.4744809,0.000019906613,0.00007999729,0.00010236473,0.00004300915,0.000024674655,0.0000072840817],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882495,0.00006989631,0.0005599792,0.00020501445,0.00013131027,0.00020886296],"domain_scores_gemma":[0.9987436,0.00037627976,0.000097208045,0.0006093879,0.000097674376,0.00007582971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076158036,0.00016726537,0.00026921212,0.00016252648,0.00012215142,0.000033551318,0.00035453675,0.00011641327,0.0000043544856],"category_scores_gemma":[6.866349e-7,0.00017211949,0.000078113975,0.00030337294,0.000017677798,0.00005303561,0.000032214117,0.00017984062,0.000046049427],"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":[0.0000134605225,0.0002194166,0.001566209,0.0011447314,0.0002470825,0.0000025066595,0.00207335,0.32144496,0.29724193,0.014060537,0.0030679246,0.35891792],"study_design_scores_gemma":[0.0012702332,0.00007156886,0.004035541,0.00048810864,0.00009119839,0.000016175636,0.0007527508,0.72624916,0.21351333,0.00005909873,0.05271634,0.000736484],"about_ca_topic_score_codex":0.000026139598,"about_ca_topic_score_gemma":0.0000036378733,"teacher_disagreement_score":0.52206564,"about_ca_system_score_codex":0.000098947334,"about_ca_system_score_gemma":0.000013703669,"threshold_uncertainty_score":0.7018829},"labels":[],"label_agreement":null},{"id":"W2378687383","doi":"","title":"Design and Implementation of an Industrial Control-oriented GUI","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Extensibility; Real-time operating system; Field (mathematics); Embedded system; Object-oriented programming; Control (management); Resource (disambiguation); Operating system; Artificial intelligence","score_opus":0.019919890744503455,"score_gpt":0.24179163480420462,"score_spread":0.22187174405970117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378687383","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10361345,0.00007074272,0.8954028,0.000010311689,0.000014670235,0.00072345,0.000014139852,0.000098425546,0.00005203854],"genre_scores_gemma":[0.8684798,0.000012657425,0.1310294,0.00002342613,0.00014305739,0.00025996385,0.000025634077,0.000017276789,0.000008773404],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994619,0.000027329655,0.0002302657,0.000119695535,0.000056135374,0.00010466948],"domain_scores_gemma":[0.9997099,0.000030819745,0.00003758154,0.00013213641,0.00003903452,0.000050547344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000901246,0.00008175938,0.00012221727,0.000058753318,0.000065177665,0.000009178361,0.000072939016,0.00005184392,0.000009122765],"category_scores_gemma":[1.0218551e-7,0.00008575635,0.000017545346,0.00011619158,0.000025418482,0.000081727754,0.000008855881,0.000053811687,0.0000057799125],"study_design_candidate":"bench_or_experimental","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":[0.000048158774,0.00022978128,0.0035664283,0.00011996759,0.000298388,0.0000066471725,0.0053862627,0.030797457,0.55723846,0.0039709825,0.020337619,0.37799987],"study_design_scores_gemma":[0.014992603,0.00065539876,0.024150688,0.00006123365,0.00018088735,0.00039870662,0.00082325365,0.26161686,0.26758277,0.0009031073,0.42708644,0.0015480673],"about_ca_topic_score_codex":0.000024231738,"about_ca_topic_score_gemma":0.0000022936326,"teacher_disagreement_score":0.76486635,"about_ca_system_score_codex":0.000015730198,"about_ca_system_score_gemma":0.000015458198,"threshold_uncertainty_score":0.34970424},"labels":[],"label_agreement":null},{"id":"W2378778817","doi":"","title":"Implement of Chinese Environment Based on Embedded Linux and Qtopia","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; GNU/Linux; Embedded system; Linux kernel; Linux Unified Key Setup; Development environment; Embedded Java; Minimalism (technical communication); Software engineering; Human–computer interaction; Java","score_opus":0.007344392107634447,"score_gpt":0.1987137268655693,"score_spread":0.19136933475793486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378778817","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":[0.12033815,0.00018466225,0.8774245,0.000037423462,0.000014188507,0.0006658723,0.00003234569,0.000107944106,0.0011949266],"genre_scores_gemma":[0.93035746,0.000044577366,0.06911624,0.000059481987,0.000083066894,0.00024637446,0.000021660904,0.00002003757,0.000051117648],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941534,0.00000996657,0.00022081361,0.00015631296,0.000079499,0.00011805305],"domain_scores_gemma":[0.99962807,0.000033972527,0.000029796547,0.00024531182,0.000009984311,0.000052854295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048663962,0.00011832886,0.00014256343,0.000061223196,0.000058280588,0.00000667216,0.00009331948,0.000038489725,0.000028253171],"category_scores_gemma":[9.8526286e-8,0.0001082957,0.00003916544,0.00007174174,0.00002229945,0.000020075277,0.00002012923,0.000059867107,0.000033527853],"study_design_candidate":"not_applicable","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":[0.00005362622,0.001421098,0.027756352,0.0011877032,0.0004053409,0.000021863227,0.009658202,0.28746188,0.46033373,0.0067552407,0.026947172,0.17799777],"study_design_scores_gemma":[0.0023104858,0.00020919331,0.055396877,0.00005942806,0.000032601198,0.000059852984,0.00006128515,0.29213747,0.023592671,0.00053891103,0.62471336,0.0008878552],"about_ca_topic_score_codex":0.00000420338,"about_ca_topic_score_gemma":6.968757e-7,"teacher_disagreement_score":0.8100193,"about_ca_system_score_codex":0.000024524668,"about_ca_system_score_gemma":0.0000074729874,"threshold_uncertainty_score":0.44161704},"labels":[],"label_agreement":null},{"id":"W2378977571","doi":"","title":"Realization of Parallel Communication between PC and DSP High-Speed Processing System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Digital signal processing; Computer hardware; Process (computing); Texas Instruments DaVinci; Realization (probability); Direct memory access; Embedded system; Interface (matter); Data processing; Mode (computer interface); Compiler; Digital signal processor; Operating system; Transfer (computing)","score_opus":0.006481391162387978,"score_gpt":0.19365643017056902,"score_spread":0.18717503900818105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378977571","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018156882,0.0010910463,0.97826344,0.000020002619,0.0000058793917,0.00052504963,0.00001974794,0.00028654988,0.0016314168],"genre_scores_gemma":[0.9368819,0.0000172599,0.062685,0.0000036199071,0.00011781789,0.000095563744,0.00014065728,0.000024750558,0.000033454366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928117,0.00002605055,0.0003668936,0.00014039192,0.00007275339,0.00011276557],"domain_scores_gemma":[0.9995169,0.00003310735,0.000093720126,0.00025071824,0.00007582327,0.000029732677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107340435,0.00010986004,0.00018520949,0.00007834004,0.00010204859,0.00004556929,0.00014990933,0.000077604556,8.90619e-7],"category_scores_gemma":[1.0737223e-7,0.00011641687,0.000022756703,0.00019937589,0.0000322599,0.00009171991,0.000022513217,0.00006359102,0.0000073333654],"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":[0.000017484164,0.00028377303,0.019017156,0.00789859,0.00027639305,0.0000014181256,0.0027197879,0.1181922,0.24183315,0.3247683,0.01596098,0.26903075],"study_design_scores_gemma":[0.005012243,0.00012548555,0.21960919,0.0022971074,0.0005621401,0.00014053007,0.0008538516,0.32080936,0.0656792,0.017480554,0.36432406,0.0031062965],"about_ca_topic_score_codex":0.00013852559,"about_ca_topic_score_gemma":0.000009110048,"teacher_disagreement_score":0.918725,"about_ca_system_score_codex":0.00004229048,"about_ca_system_score_gemma":0.000008251771,"threshold_uncertainty_score":0.47473422},"labels":[],"label_agreement":null},{"id":"W2379364576","doi":"","title":"The Research and Analysis of Embedded GUI Based on Linux OS","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Embedded system; Interface (matter); Graphical user interface; Software engineering","score_opus":0.020045776095204398,"score_gpt":0.273778198289994,"score_spread":0.2537324221947896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379364576","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":[0.01685682,0.00037429886,0.97242427,0.00013914812,0.000013094543,0.00070488587,0.00003704328,0.00012523377,0.0093252305],"genre_scores_gemma":[0.97896576,0.00001226722,0.020176016,0.000020455862,0.00013720678,0.00034727174,0.000039498518,0.000019845173,0.00028168072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928224,0.000032935262,0.00022918428,0.00015530968,0.00013525458,0.00016505783],"domain_scores_gemma":[0.9991705,0.00030976467,0.000024677509,0.0003643243,0.00010005787,0.000030668634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031173945,0.00007892764,0.00013735428,0.00023924885,0.00016468304,0.000057303285,0.00018598378,0.000048417056,0.000004674391],"category_scores_gemma":[4.349043e-7,0.000061470055,0.00005466978,0.00088403973,0.000064503096,0.00001632907,0.000020927262,0.00011151071,0.000016246073],"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":[0.00003217932,0.00036565633,0.003266867,0.00023515745,0.001010641,0.0000023474956,0.0005997256,0.61255556,0.11635101,0.048356917,0.111022495,0.10620142],"study_design_scores_gemma":[0.00023965602,0.000034110843,0.010489351,0.000016520456,0.00008251789,8.487016e-7,0.00003589462,0.6869514,0.0066945194,0.0011748339,0.29411992,0.00016046519],"about_ca_topic_score_codex":0.000027770746,"about_ca_topic_score_gemma":0.000028410012,"teacher_disagreement_score":0.9621089,"about_ca_system_score_codex":0.000024182153,"about_ca_system_score_gemma":0.000009443352,"threshold_uncertainty_score":0.2506676},"labels":[],"label_agreement":null},{"id":"W2379486534","doi":"","title":"Research on Reflection of CAN Signal in Transmission Line","year":2009,"lang":"en","type":"article","venue":"Microelectronics & Computer","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Computer science; Reflection (computer programming); SIGNAL (programming language); Transmission (telecommunications); Physical layer; Transmission line; Twisted pair; Line (geometry); Electronic engineering; Telecommunications; Acoustics; Wireless; Physics","score_opus":0.03210644112955421,"score_gpt":0.30662824794310967,"score_spread":0.2745218068135555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379486534","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":[0.69078887,0.0019294305,0.3018736,0.00037082922,0.00020074172,0.00048841536,0.0000033852655,0.00020393057,0.004140819],"genre_scores_gemma":[0.9978447,0.00007859247,0.0017950942,0.000045058758,0.00013542775,0.0000034084635,0.000005488685,0.000017811568,0.00007440894],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890506,0.00008829923,0.0002587511,0.00017156677,0.00018384488,0.00039248692],"domain_scores_gemma":[0.999689,0.000043943368,0.000016855633,0.00015244333,0.00005248159,0.000045281566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004413456,0.00011308059,0.00018014587,0.00030380033,0.000033426153,0.000017069982,0.00012697055,0.000105431995,0.000013547777],"category_scores_gemma":[7.335744e-7,0.000108974185,0.000045435947,0.00042259664,0.0000114260265,0.000031830004,0.000005301831,0.0004951836,0.000007933017],"study_design_candidate":"bench_or_experimental","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":[0.00007779238,0.00014528101,0.000014320261,0.000061170824,0.000018032402,0.000013397269,0.00062131335,0.14964218,0.67990834,0.0019060564,0.0043807244,0.16321142],"study_design_scores_gemma":[0.001173544,0.003223966,0.0006824241,0.000371533,0.000006282189,0.0000249955,0.000020895957,0.5249802,0.44625488,0.0027298175,0.020165453,0.0003660023],"about_ca_topic_score_codex":0.000029660252,"about_ca_topic_score_gemma":0.000044011995,"teacher_disagreement_score":0.37533802,"about_ca_system_score_codex":0.00021364383,"about_ca_system_score_gemma":0.000042744992,"threshold_uncertainty_score":0.44438383},"labels":[],"label_agreement":null},{"id":"W2379808711","doi":"","title":"Study of RS232 Serial Communication in DOS Platform","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Serial communication; Software; Operating system; Serial port; Embedded system; Communications system; Microsoft Windows; Computer hardware; Telecommunications","score_opus":0.016410300651617304,"score_gpt":0.24792390277996174,"score_spread":0.23151360212834443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379808711","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":[0.6892655,0.00013158438,0.30654374,0.00000593913,0.000022120597,0.0011814929,0.00000403308,0.00012390487,0.0027216855],"genre_scores_gemma":[0.97856545,0.00000632981,0.021144744,0.000008164323,0.00006488783,0.00016523773,0.000012340795,0.00001612012,0.000016749911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929714,0.0000108672175,0.00038201478,0.000107281485,0.00006799305,0.00013469173],"domain_scores_gemma":[0.9994977,0.000052822037,0.00004183159,0.000345892,0.000030946165,0.00003078247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002613873,0.00008662915,0.00014137574,0.00012634331,0.000036837475,0.00001424784,0.00024012988,0.00005594334,0.0000051154734],"category_scores_gemma":[1.5618225e-7,0.00009321693,0.000022791328,0.00027819083,0.000012845513,0.00006813741,0.000037444504,0.000107467145,0.000021566837],"study_design_candidate":"design_other","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":[0.00012814555,0.005211929,0.027891051,0.0006483393,0.00041400388,0.000016341488,0.07074237,0.08369625,0.2904002,0.01756874,0.009503965,0.49377868],"study_design_scores_gemma":[0.01728236,0.0007774718,0.38731068,0.00043523445,0.00015465851,0.00012850398,0.020901628,0.038458496,0.098993115,0.005380896,0.427019,0.0031579712],"about_ca_topic_score_codex":0.00007371101,"about_ca_topic_score_gemma":0.00035762813,"teacher_disagreement_score":0.4906207,"about_ca_system_score_codex":0.000044316293,"about_ca_system_score_gemma":0.000005736983,"threshold_uncertainty_score":0.3801276},"labels":[],"label_agreement":null},{"id":"W2380390848","doi":"","title":"The PCI bus Interface Technology Research in CPCI System","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PCI configuration space; Computer science; Conventional PCI; Backup; PCI Express; Interface (matter); Field-programmable gate array; FIFO (computing and electronics); Embedded system; Computer hardware; Transfer (computing); Operating system","score_opus":0.015275806472530958,"score_gpt":0.2867970993850357,"score_spread":0.27152129291250476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380390848","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":[0.07994475,0.0019862559,0.8953637,0.0012927153,0.0003487734,0.0027973014,0.000015085355,0.001466587,0.016784862],"genre_scores_gemma":[0.9836672,0.000014732401,0.014731152,0.0000052016107,0.0001905686,0.0011962691,0.0000020782272,0.000028857095,0.00016396385],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909145,0.000030128871,0.0002557234,0.00020062775,0.00009556268,0.00032652498],"domain_scores_gemma":[0.9991926,0.00013378654,0.000018503542,0.0005178408,0.00009532863,0.000041940544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048148577,0.000099925375,0.0001134542,0.00022594348,0.00020450674,0.00008890045,0.00057513796,0.00014785427,0.0000023318817],"category_scores_gemma":[7.14367e-7,0.00008061421,0.000022183347,0.00080459705,0.00009456471,0.00003612223,0.00009176794,0.0006899339,0.00039186803],"study_design_candidate":"not_applicable","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":[0.0000053949907,0.000072157956,0.0004556841,0.00026321088,0.000050316783,0.000007307226,0.00064763456,0.0022340342,0.5136842,0.14657523,0.021416489,0.31458834],"study_design_scores_gemma":[0.00015174509,0.000008542861,0.00014198059,0.00003878603,0.0000018362083,0.00008004633,0.00032098443,0.014276077,0.010935139,0.0009118209,0.973,0.00013308112],"about_ca_topic_score_codex":0.00002241006,"about_ca_topic_score_gemma":0.00012725615,"teacher_disagreement_score":0.95158345,"about_ca_system_score_codex":0.00007042969,"about_ca_system_score_gemma":0.000019501646,"threshold_uncertainty_score":0.50368017},"labels":[],"label_agreement":null},{"id":"W2380550048","doi":"","title":"Research and Implementation of Modbus protocol over UDP/IP","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modbus; Computer science; Operability; Protocol (science); Reliability (semiconductor); Ethernet; Embedded system; Transmission Control Protocol; Internet protocol suite; Operating system; Communications protocol; Computer network; Software engineering; The Internet","score_opus":0.018778024448590103,"score_gpt":0.3549130658795536,"score_spread":0.3361350414309635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380550048","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":[0.2254598,0.00002991668,0.65409315,0.000086736334,0.00004439091,0.11538575,0.000041212672,0.00032935487,0.004529735],"genre_scores_gemma":[0.73622054,0.0000022026263,0.08292107,0.000016005688,0.0002871805,0.18040007,0.000016192378,0.000039958974,0.00009676119],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994194,0.000011431487,0.0001964144,0.0001339846,0.000095547904,0.0001432261],"domain_scores_gemma":[0.999619,0.000035571986,0.000022925758,0.00019668837,0.0000801758,0.00004561943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019304767,0.000068250105,0.000084268235,0.00010062376,0.000064377724,0.000034740795,0.000116401905,0.000054879485,0.000051983006],"category_scores_gemma":[9.97375e-8,0.000067906025,0.000016521,0.00018106158,0.000040998104,0.00006222773,0.00003625648,0.00017095951,0.00002508296],"study_design_candidate":"bench_or_experimental","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":[0.0000036980873,0.000063592866,0.0012103412,0.00032186552,0.00002955882,3.4173448e-7,0.0006529212,0.00014076434,0.7349061,0.013999852,0.008155258,0.24051575],"study_design_scores_gemma":[0.000983567,0.00006607861,0.032841373,0.000021529426,0.000006527172,0.000016362563,0.0001745589,0.0073759593,0.12386814,0.003471112,0.83091676,0.0002580522],"about_ca_topic_score_codex":0.000048606,"about_ca_topic_score_gemma":0.000045720873,"teacher_disagreement_score":0.8227615,"about_ca_system_score_codex":0.000011695631,"about_ca_system_score_gemma":0.000013612812,"threshold_uncertainty_score":0.27691272},"labels":[],"label_agreement":null},{"id":"W2380576918","doi":"","title":"The Design of Data-XOR Accelerated Card Based on FPGA","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Field-programmable gate array; Embedded system; Computer hardware; Control unit; Bitwise operation; Conventional PCI; Control logic; Interface (matter); Chip; FPGA prototype; Operating system","score_opus":0.038801365414726396,"score_gpt":0.2471685641812659,"score_spread":0.2083671987665395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380576918","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018257521,0.00020936204,0.99697703,0.00006469645,0.00002219017,0.0007006424,0.00006109342,0.00017596978,0.0016064576],"genre_scores_gemma":[0.74682826,0.00001930514,0.25116268,0.0001173077,0.0004940226,0.0007146159,0.00032034473,0.00007840229,0.00026509486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992364,0.000036003028,0.0002769273,0.0001907022,0.00009594754,0.00016399936],"domain_scores_gemma":[0.99896216,0.00019939225,0.000043262735,0.0007155693,0.0000525269,0.000027102767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019847901,0.00012040834,0.000130139,0.000047430363,0.00012081444,0.00005763306,0.00054149865,0.00005245247,0.0000046380837],"category_scores_gemma":[2.7144063e-7,0.00009279537,0.000032013682,0.00022383219,0.00002928268,0.0000539951,0.000031445248,0.00008787738,0.00005974859],"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":[0.000011988025,0.00010794463,0.000035427835,0.00006460815,0.000055008608,0.0000011049316,0.00004118812,0.677499,0.06159905,0.0017278821,0.1865417,0.07231509],"study_design_scores_gemma":[0.00023069287,0.000015253024,0.00035973714,0.0000151122495,0.000014152958,0.000002074102,0.000005557959,0.49929422,0.014343046,0.0001999421,0.485372,0.00014820122],"about_ca_topic_score_codex":0.000029376391,"about_ca_topic_score_gemma":0.000006354007,"teacher_disagreement_score":0.7466456,"about_ca_system_score_codex":0.000026133503,"about_ca_system_score_gemma":0.00002201253,"threshold_uncertainty_score":0.37840855},"labels":[],"label_agreement":null},{"id":"W2380761108","doi":"","title":"Fuzzy Controlling on Inverted Pendulum and Its FPGA Implementation","year":2003,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Inverted pendulum; Field-programmable gate array; Control theory (sociology); Position (finance); Controller (irrigation); Double inverted pendulum; Fuzzy logic; Engineering; Pendulum; Computer science; Simulation; Control engineering; Computer hardware; Control (management); Physics; Artificial intelligence; Mechanical engineering; Nonlinear system","score_opus":0.020974911802343333,"score_gpt":0.24659541593006315,"score_spread":0.2256205041277198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380761108","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":[0.5970383,0.0014290998,0.017079888,0.00011101964,0.000998094,0.0010630819,0.000013972513,0.0007454091,0.3815211],"genre_scores_gemma":[0.9993387,0.000027582768,0.00017230827,0.000084244915,0.000028720631,0.00001438461,0.0000031339587,0.000015332449,0.00031561882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995278,0.000025559842,0.00014438019,0.0000908474,0.00007376054,0.0001376343],"domain_scores_gemma":[0.99982804,0.000029328918,0.00001304975,0.00006378838,0.000016563015,0.0000492491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013503288,0.00008406392,0.00010248182,0.000044471908,0.000035681736,0.000026571264,0.0000226212,0.000037450154,0.00014957764],"category_scores_gemma":[0.000009496802,0.00007510813,0.000016722426,0.00005472762,0.0000027132025,0.00007327444,0.000002075311,0.000053482407,0.000052471023],"study_design_candidate":"bench_or_experimental","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":[0.00004188356,0.0000818078,0.0027748754,0.00044033825,0.00046386756,0.000039935603,0.0025623415,0.020209407,0.21451667,0.67946535,0.04525878,0.034144733],"study_design_scores_gemma":[0.016316218,0.0007473058,0.004531672,0.0001978145,0.00014701397,0.00008900707,0.006480649,0.29280028,0.6024043,0.012211753,0.061624672,0.002449288],"about_ca_topic_score_codex":0.000018903846,"about_ca_topic_score_gemma":0.00003385738,"teacher_disagreement_score":0.6672536,"about_ca_system_score_codex":0.000019093884,"about_ca_system_score_gemma":0.000004572209,"threshold_uncertainty_score":0.30628207},"labels":[],"label_agreement":null},{"id":"W2381207963","doi":"","title":"Research and Implementation of Porting Linux Application to Windows CE","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Computer science; Operating system; Embedded system; Windows CE; SCADA; Microsoft Windows; Software","score_opus":0.02729811978853834,"score_gpt":0.3200206682193172,"score_spread":0.29272254843077883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381207963","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":[0.19912696,0.00014135864,0.7985802,0.0000533236,0.000007090442,0.001174469,0.00001153418,0.000102561404,0.00080244965],"genre_scores_gemma":[0.9413897,0.000024393625,0.057571325,0.00002309602,0.00012611964,0.00078235706,0.000019760308,0.000020254165,0.000042988802],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918205,0.000014963815,0.00031444433,0.00018915691,0.00012243421,0.00017697117],"domain_scores_gemma":[0.99950576,0.0000461042,0.000038052025,0.0002072811,0.00012967485,0.00007312358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022241888,0.000079212885,0.000116917385,0.0001578369,0.00013410456,0.00001479323,0.00012641816,0.000042744025,0.000006563803],"category_scores_gemma":[2.3175416e-7,0.00008792155,0.000018692164,0.0003995428,0.000031648553,0.00005648196,0.000043758184,0.00009321508,0.000043575004],"study_design_candidate":"bench_or_experimental","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":[0.000005965207,0.000089172274,0.0065433322,0.00027809883,0.000056696437,0.0000014293953,0.0060398867,0.0051485477,0.63858855,0.0060164942,0.012827049,0.32440478],"study_design_scores_gemma":[0.0011815886,0.00021306582,0.10339993,0.00007845393,0.000024043762,0.000159067,0.0021758948,0.016712101,0.28338233,0.002081245,0.5897636,0.00082871364],"about_ca_topic_score_codex":0.00007615863,"about_ca_topic_score_gemma":0.00001865274,"teacher_disagreement_score":0.7422627,"about_ca_system_score_codex":0.00003434691,"about_ca_system_score_gemma":0.000017326567,"threshold_uncertainty_score":0.35853368},"labels":[],"label_agreement":null},{"id":"W2381546650","doi":"","title":"Design and Implementation of SD Card Storage Scheme Based on Platform of SH_Mobile","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interrupt; Computer science; Scheme (mathematics); Embedded system; Computer hardware; Operating system; Smart card; Computer data storage; Microcontroller","score_opus":0.01693727406964292,"score_gpt":0.23598377670857423,"score_spread":0.21904650263893133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381546650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0889157,0.00009127257,0.9100379,0.000005331981,0.000008045241,0.0006791099,0.000019621075,0.000054412867,0.0001886066],"genre_scores_gemma":[0.82527727,0.000012057446,0.1744117,0.000014350421,0.000026703452,0.00021729524,0.000017461816,0.00001519033,0.00000799323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994687,0.0000095508285,0.00023760527,0.00011457452,0.00007615724,0.0000934002],"domain_scores_gemma":[0.9996584,0.000051991326,0.000050897772,0.00016697455,0.00003937285,0.000032328342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080929254,0.000088412,0.00014488968,0.0000852022,0.000042118525,0.000004767882,0.00007823184,0.000039997478,0.000010143162],"category_scores_gemma":[9.020789e-8,0.00009160141,0.000031295895,0.0001200895,0.000026364756,0.000042186704,0.000010195455,0.00004714306,0.000005009434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026864498,0.00020619802,0.0020572736,0.00069403544,0.00014784725,0.0000029449484,0.0031962835,0.22047766,0.69357955,0.0019195062,0.011392723,0.06629909],"study_design_scores_gemma":[0.0022145773,0.00030828983,0.013016076,0.000094311894,0.000043647797,0.00003094164,0.00026062416,0.42022473,0.5201631,0.00018274516,0.042884123,0.00057680556],"about_ca_topic_score_codex":0.00001735905,"about_ca_topic_score_gemma":0.0000013770826,"teacher_disagreement_score":0.73636156,"about_ca_system_score_codex":0.000024136447,"about_ca_system_score_gemma":0.000019342573,"threshold_uncertainty_score":0.3735397},"labels":[],"label_agreement":null},{"id":"W2382097809","doi":"","title":"Design of the Electronic Paper Display System Based on PXA270","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Readability; Grayscale; Embedded system; Power consumption; LED display; Computer hardware; Brightness; Display device; Power (physics); Pixel; Operating system; Artificial intelligence","score_opus":0.007697581367683617,"score_gpt":0.17731486567783633,"score_spread":0.16961728431015272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382097809","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018998139,0.00013749921,0.99553645,0.000029547331,0.000026462518,0.0008125006,0.000007453697,0.00018203427,0.001368223],"genre_scores_gemma":[0.9873919,0.0000067573287,0.011892198,0.00008054408,0.000086931715,0.00042814645,0.000004189581,0.000029927325,0.000079442354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992745,0.000041855503,0.00022430132,0.00015129258,0.0001086022,0.0001994652],"domain_scores_gemma":[0.99940014,0.00007336111,0.000041469397,0.00042208552,0.000030811454,0.000032142907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009116122,0.00012645822,0.0001422672,0.000043963446,0.00012521059,0.000009450428,0.0002850629,0.00005933296,0.0000061116216],"category_scores_gemma":[1.5803187e-7,0.00009403803,0.00007290182,0.00022473512,0.000029685987,0.00002961112,0.000014508765,0.00012584617,0.000066611006],"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":[0.000011685853,0.00012676175,0.0001911227,0.0002748364,0.00008108527,0.0000017011774,0.00039581777,0.8232247,0.14296624,0.015002659,0.013799793,0.003923585],"study_design_scores_gemma":[0.0007069099,0.00006815383,0.0024893568,0.00015275512,0.000039040457,0.00007626107,0.00002717064,0.7507219,0.03619728,0.00012215257,0.20894985,0.0004492055],"about_ca_topic_score_codex":0.0000051389457,"about_ca_topic_score_gemma":9.4442396e-7,"teacher_disagreement_score":0.98549205,"about_ca_system_score_codex":0.000091201626,"about_ca_system_score_gemma":0.000037992995,"threshold_uncertainty_score":0.38347593},"labels":[],"label_agreement":null},{"id":"W2382589749","doi":"","title":"Design and Implementation of Application Level Gateway Based on Network Processor","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Network processor; Gateway (web page); Computer architecture; Computer network; Embedded system; Residential gateway; World Wide Web","score_opus":0.010721137941631102,"score_gpt":0.22892369493882228,"score_spread":0.21820255699719118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382589749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021602614,0.00012083662,0.9959092,0.000031321182,0.000007940627,0.001241466,0.000014682033,0.00013553703,0.00037872794],"genre_scores_gemma":[0.7318435,0.0000043240298,0.26674417,0.000041316558,0.00015630339,0.0010992065,0.00006606876,0.000026474036,0.000018642308],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992941,0.000018639372,0.00027665496,0.00018081853,0.000079989724,0.00014978116],"domain_scores_gemma":[0.9996308,0.00005731029,0.00006537885,0.00016846611,0.000049222366,0.000028794104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013447994,0.0001196082,0.0001262627,0.00006395114,0.00006794015,0.000023945775,0.00009530053,0.000051431613,0.000005146538],"category_scores_gemma":[5.3994107e-8,0.00012382744,0.000023340523,0.00021418506,0.000016679374,0.00004375281,0.000008830968,0.000051387902,0.000013617507],"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":[0.000008910638,0.00007732355,0.0005554386,0.00025887793,0.000023129689,2.0711434e-7,0.00013363974,0.81140053,0.090445,0.0038710632,0.0148949195,0.07833094],"study_design_scores_gemma":[0.0013656737,0.000104484905,0.0155071765,0.000071196046,0.000053139804,0.000007833481,0.000053723666,0.75378716,0.13434121,0.0037478155,0.09034524,0.0006153573],"about_ca_topic_score_codex":0.000031800755,"about_ca_topic_score_gemma":0.000012631299,"teacher_disagreement_score":0.7296832,"about_ca_system_score_codex":0.000027869004,"about_ca_system_score_gemma":0.000018253793,"threshold_uncertainty_score":0.5049537},"labels":[],"label_agreement":null},{"id":"W2382719424","doi":"","title":"Data Communication between PC and FPGA in USB Mode","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Computer science; Firmware; Field-programmable gate array; FIFO (computing and electronics); Embedded system; VHDL; Computer hardware; Interface (matter); eXtensible Host Controller Interface (xHCI); USB hub; Host controller interface; Operating system; Software","score_opus":0.03024834939090183,"score_gpt":0.2753767298860444,"score_spread":0.24512838049514257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382719424","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021826794,0.001139973,0.97381645,0.000310739,0.000005790011,0.0006198156,0.00010562449,0.00023934452,0.0019354696],"genre_scores_gemma":[0.8877707,0.000107919375,0.11151256,0.00007818993,0.00009709608,0.00006674649,0.0003249283,0.000014771996,0.000027062419],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941325,0.000018751798,0.00021631463,0.00018207736,0.00004368068,0.00012591752],"domain_scores_gemma":[0.9991728,0.000040924584,0.000021008293,0.0007088078,0.000013322985,0.000043109932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011544456,0.00009229476,0.00012822072,0.000071185146,0.000052073527,0.00004788551,0.0004324967,0.000059310205,0.0000019603897],"category_scores_gemma":[1.9875145e-7,0.00010161495,0.00001083259,0.00015498785,0.000015098232,0.00014095995,0.00007382915,0.00012393479,0.000024753681],"study_design_candidate":"design_other","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":[0.0000028074164,0.00011698805,0.0029078554,0.000103060556,0.000051699928,0.0000012370339,0.0014875045,0.00855747,0.015229465,0.005374234,0.026263416,0.9399043],"study_design_scores_gemma":[0.00073449657,0.000022143042,0.06933159,0.00009494156,0.000029716039,0.000017590213,0.00004343628,0.18354222,0.001615079,0.007771456,0.73621017,0.00058714673],"about_ca_topic_score_codex":0.000028272756,"about_ca_topic_score_gemma":0.000032484142,"teacher_disagreement_score":0.9393171,"about_ca_system_score_codex":0.000024213346,"about_ca_system_score_gemma":0.000005671977,"threshold_uncertainty_score":0.41437373},"labels":[],"label_agreement":null},{"id":"W2382778655","doi":"","title":"Complex FPGA Control System Design Based on Master/Slave Parallel State Machines","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Field-programmable gate array; State (computer science); Master/slave; Finite-state machine; Process (computing); Abstract state machines; Embedded system; FPGA prototype; Parallel computing; Programming language","score_opus":0.019413749102575175,"score_gpt":0.21741191672448676,"score_spread":0.19799816762191158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382778655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020123093,0.000107030624,0.9944993,0.00015543398,0.000032865257,0.0016228617,0.00006317988,0.0008590896,0.0024589777],"genre_scores_gemma":[0.7855037,0.0000026023408,0.21294005,0.00061484205,0.00021272358,0.0005201633,0.000045919835,0.00004994157,0.00011004855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986668,0.00007776662,0.00042664955,0.0003296012,0.00015007309,0.00034907268],"domain_scores_gemma":[0.99917287,0.00011225328,0.000067945155,0.000460006,0.000058424568,0.00012852366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001717678,0.00029940868,0.000334929,0.00014305218,0.0001414019,0.0001149468,0.00031726353,0.00008042302,0.000014689142],"category_scores_gemma":[2.1391443e-7,0.00028380466,0.00010360417,0.00019972275,0.000019204123,0.000059253598,0.000008907167,0.00015516065,0.00035032135],"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":[0.000036709604,0.00011128024,0.000032362932,0.0001319397,0.000059831567,0.000008830531,0.00015156246,0.90195316,0.018305313,0.0012804156,0.015667034,0.062261548],"study_design_scores_gemma":[0.0011072148,0.00008566464,0.0014278758,0.000059243645,0.000021525897,0.00001749597,0.000009975224,0.95492935,0.00065506547,0.00023138536,0.041100815,0.00035440316],"about_ca_topic_score_codex":0.0000065080485,"about_ca_topic_score_gemma":0.0000014751747,"teacher_disagreement_score":0.78530246,"about_ca_system_score_codex":0.00010595665,"about_ca_system_score_gemma":0.000016866812,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2382872783","doi":"","title":"Measurement System of Multiple-Channel Radar Receiver Based on USB2.0","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Radar; Channel (broadcasting); USB; Radar systems; Simple (philosophy); Volume (thermodynamics); Computer hardware; Telecommunications; Software","score_opus":0.01671249633746169,"score_gpt":0.2043636100249344,"score_spread":0.1876511136874727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382872783","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014247654,0.00016061279,0.99353844,0.000013351054,0.000060418344,0.0007666019,0.000016823557,0.00029228593,0.0037266915],"genre_scores_gemma":[0.95475185,0.0000015354182,0.044861764,0.00003700024,0.0001558676,0.00013336683,0.000008800342,0.00003365755,0.000016130423],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896544,0.000017283275,0.00037554113,0.00019730281,0.00023088837,0.00021353901],"domain_scores_gemma":[0.9993339,0.000062359904,0.000059085687,0.00034056342,0.00012505412,0.00007904016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004424503,0.00015360684,0.0001910541,0.000142637,0.00006066015,0.0000140181155,0.00018795746,0.00008082918,0.0000033662975],"category_scores_gemma":[5.605271e-7,0.00015402674,0.000080324586,0.00021163384,0.000016963548,0.00002837322,0.000012217295,0.00009761981,0.000073431016],"study_design_candidate":"bench_or_experimental","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":[0.00010884551,0.00070900086,0.0007996063,0.0032095003,0.00037200018,0.000014555729,0.0012551423,0.23677981,0.62047213,0.0051534204,0.025388716,0.105737284],"study_design_scores_gemma":[0.0027177522,0.00013033004,0.006825217,0.00090952095,0.00007744374,0.000024182307,0.00029994373,0.40641683,0.23286057,0.00006902486,0.3486213,0.001047883],"about_ca_topic_score_codex":0.00001753589,"about_ca_topic_score_gemma":0.000009786214,"teacher_disagreement_score":0.9533271,"about_ca_system_score_codex":0.00017806565,"about_ca_system_score_gemma":0.000014578288,"threshold_uncertainty_score":0.62810284},"labels":[],"label_agreement":null},{"id":"W2383902236","doi":"","title":"Research on Ping Technology","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet Control Message Protocol; Ping (video games); Computer science; Computer network","score_opus":0.03355753464440256,"score_gpt":0.33021639744061354,"score_spread":0.296658862796211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383902236","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008974641,0.00021886191,0.9638119,0.00010961989,0.000024561332,0.00043434813,0.0000019461181,0.00055546634,0.025868688],"genre_scores_gemma":[0.9216931,0.000010484924,0.07726567,0.00006687008,0.00038082476,0.0002773219,0.000005497783,0.000036911348,0.00026334962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992513,0.000009088272,0.00016910255,0.00016917085,0.00009855204,0.00030279873],"domain_scores_gemma":[0.99951863,0.0000825893,0.000010018788,0.00027658333,0.00006269329,0.00004946593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042232263,0.00007785226,0.00008274761,0.0004283875,0.00012878019,0.000026886426,0.00022931467,0.0001041506,0.000008223258],"category_scores_gemma":[2.1323747e-7,0.00008076784,0.000023091654,0.00073255354,0.000037885908,0.000023760518,0.00003227553,0.00027938143,0.0007004383],"study_design_candidate":"not_applicable","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":[0.0000053591484,0.000111767455,0.0001676087,0.00009771283,0.000051191026,0.00001059654,0.0003419317,0.0046799793,0.187594,0.13767387,0.041643225,0.6276228],"study_design_scores_gemma":[0.0001064255,0.00001983587,0.00041001273,0.000023900939,0.0000015466992,0.000016071477,0.000110381094,0.0013060125,0.029964413,0.0020019424,0.96590996,0.00012952006],"about_ca_topic_score_codex":0.0000027695714,"about_ca_topic_score_gemma":0.00000413755,"teacher_disagreement_score":0.9242667,"about_ca_system_score_codex":0.0000693941,"about_ca_system_score_gemma":0.000006775578,"threshold_uncertainty_score":0.9002951},"labels":[],"label_agreement":null},{"id":"W2384092264","doi":"","title":"Design and Implementation of Wireless Fingerprint-pass Examination Manager Based on ARM","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Fingerprint (computing); Wireless; Ethernet; Embedded system; Identification (biology); Fingerprint recognition; Wireless network; Computer network; Real-time computing; Computer security; Telecommunications","score_opus":0.006552392336314842,"score_gpt":0.21506206401367137,"score_spread":0.2085096716773565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384092264","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029655073,0.000035028283,0.96880555,0.00002424753,0.000010961252,0.0006948616,0.000006531739,0.00010618046,0.0006615909],"genre_scores_gemma":[0.9050803,0.0000035985256,0.09444109,0.000024560439,0.00005569617,0.00031758042,0.000031714444,0.000019340043,0.00002610948],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994088,0.000027792725,0.0002237037,0.00015311118,0.00007763284,0.00010895389],"domain_scores_gemma":[0.99968237,0.000067392204,0.000047847,0.00014681976,0.000034209308,0.000021347645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014140345,0.00010181277,0.000105584986,0.00011306236,0.000046392888,0.000028227032,0.000076318116,0.000042228017,0.000011358756],"category_scores_gemma":[4.748524e-8,0.00011015871,0.000022381004,0.00013566764,0.000014852065,0.000046467656,0.000009991784,0.000046688503,0.0000110113915],"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":[0.0000063452903,0.00018997019,0.00049428304,0.00038745225,0.000041347048,0.0000013775535,0.00046497487,0.22233193,0.21897002,0.009993682,0.004141155,0.54297745],"study_design_scores_gemma":[0.0010816463,0.00008912143,0.062337033,0.000066866225,0.000040937743,0.0000054199627,0.00011423493,0.74869084,0.1652534,0.001009237,0.020843986,0.0004672577],"about_ca_topic_score_codex":0.00002806944,"about_ca_topic_score_gemma":0.0000053502213,"teacher_disagreement_score":0.8754252,"about_ca_system_score_codex":0.00003531063,"about_ca_system_score_gemma":0.0000066050643,"threshold_uncertainty_score":0.4492142},"labels":[],"label_agreement":null},{"id":"W2384153456","doi":"","title":"An application of embedded system and GPRS technology on the gas chromatography","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General Packet Radio Service; Computer science; Embedded system; Perspective (graphical); Software; Operating system; Artificial intelligence; Wireless","score_opus":0.004237804480931341,"score_gpt":0.19648260584025726,"score_spread":0.19224480135932592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384153456","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":[0.12844619,0.00021504401,0.868898,0.00012814385,0.000011163842,0.0009785488,0.0000125862025,0.00048693185,0.00082341605],"genre_scores_gemma":[0.97455394,0.00001021752,0.024495363,0.000027595383,0.000057487683,0.0008211798,0.000009282189,0.000023804523,0.0000011266632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993455,0.0000126596115,0.00023709112,0.00020023836,0.00006894528,0.00013560166],"domain_scores_gemma":[0.99936366,0.000024866427,0.000053868254,0.00047418562,0.000041505442,0.000041940595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009264576,0.00012714059,0.00015089354,0.00016830613,0.00009753069,0.00002408221,0.00024988875,0.00009584164,8.3559075e-7],"category_scores_gemma":[1.2475375e-7,0.00010219183,0.000035902285,0.0004379087,0.00007160615,0.00003971222,0.000017146254,0.00010146535,0.000025665597],"study_design_candidate":"bench_or_experimental","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":[0.0000040853993,0.00013625473,0.00023874288,0.00032085314,0.00009293704,7.6030796e-7,0.000660884,0.014374878,0.39157996,0.5415982,0.00036148287,0.05063098],"study_design_scores_gemma":[0.0033889853,0.00062216655,0.005967176,0.0007290162,0.00021822553,0.0005242091,0.004503594,0.15139478,0.6260526,0.035879027,0.16849224,0.0022279655],"about_ca_topic_score_codex":0.000011896081,"about_ca_topic_score_gemma":0.0000038676153,"teacher_disagreement_score":0.8461078,"about_ca_system_score_codex":0.0000321302,"about_ca_system_score_gemma":0.000007769893,"threshold_uncertainty_score":0.41672617},"labels":[],"label_agreement":null},{"id":"W2384223203","doi":"","title":"Mass Data Storage Management Technology Research","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mass storage; Computer data storage; Key (lock); Data management; Information repository; Process (computing); Storage management; Service (business); Database; Computer security; Operating system","score_opus":0.11586592198891052,"score_gpt":0.3044816024347315,"score_spread":0.18861568044582097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384223203","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002531,0.00036376464,0.9532583,0.00003923374,0.00002626723,0.0006999501,0.000023457678,0.0005041197,0.044831846],"genre_scores_gemma":[0.1795945,0.000092110975,0.81781214,0.000030971143,0.0002064089,0.0011589587,0.00008920934,0.00006362561,0.00095208874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913126,0.000018559771,0.0001773157,0.00030100768,0.000101847545,0.00027000773],"domain_scores_gemma":[0.99872667,0.000014655098,0.000013504669,0.0011404989,0.00005613774,0.000048565642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028022655,0.000095481366,0.00009823356,0.00028056707,0.00010696974,0.000028950837,0.0010270475,0.00008109651,0.00003787185],"category_scores_gemma":[1.3184581e-7,0.00010018835,0.000013505582,0.000616843,0.000049990227,0.00007724281,0.00026927402,0.00019969059,0.0007677825],"study_design_candidate":"not_applicable","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":[0.000006714908,0.00027321596,0.00026308178,0.0005304842,0.00038377388,0.00005377176,0.001083015,0.0008272959,0.030362654,0.17994176,0.31293818,0.47333604],"study_design_scores_gemma":[0.00012245131,0.000009205507,0.00021290994,0.00001620418,0.000008750729,0.000011088286,0.00012939361,0.008378572,0.0014107098,0.0054527805,0.9840886,0.00015934688],"about_ca_topic_score_codex":0.0000069996445,"about_ca_topic_score_gemma":0.0000029270634,"teacher_disagreement_score":0.6711504,"about_ca_system_score_codex":0.000040436986,"about_ca_system_score_gemma":0.000006583459,"threshold_uncertainty_score":0.9868547},"labels":[],"label_agreement":null},{"id":"W2384723822","doi":"","title":"Improvement and Research on the Core of μC/OS-II","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Scheduling (production processes); Real-time operating system; Priority inheritance; Dynamic priority scheduling; Embedded system; Operating system; Rate-monotonic scheduling","score_opus":0.08026324609618161,"score_gpt":0.29352847390373216,"score_spread":0.21326522780755053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384723822","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":[0.78026676,0.00071502826,0.20330347,0.0005086688,0.000034894558,0.0023001814,0.000032605956,0.00019035257,0.012648048],"genre_scores_gemma":[0.9938377,0.000053660468,0.00527058,0.000052853975,0.00010134605,0.0003702216,0.0000035068815,0.000014339585,0.0002957974],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949646,0.000011700532,0.00014288143,0.000116125244,0.000105084415,0.00012774463],"domain_scores_gemma":[0.99956375,0.0000894366,0.000015189774,0.000245234,0.00005509783,0.000031296524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017268646,0.000064037165,0.00007936022,0.00005697294,0.00021973775,0.000009133654,0.00015033373,0.00003346358,0.000009039588],"category_scores_gemma":[2.5673353e-7,0.000046854202,0.000021060829,0.00017061183,0.000068457564,0.000016026515,0.00005368027,0.00012662275,0.000027247661],"study_design_candidate":"not_applicable","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":[0.00000938274,0.0002448518,0.00031516657,0.00022300158,0.00012377603,0.000002789139,0.0050388156,0.0021165905,0.6014758,0.07084772,0.22553667,0.09406548],"study_design_scores_gemma":[0.00041358115,0.00020776156,0.003719975,0.00005819519,0.000008151722,0.000034413177,0.00021176234,0.012862613,0.07633502,0.0021801447,0.90371114,0.00025727367],"about_ca_topic_score_codex":0.00001431001,"about_ca_topic_score_gemma":0.0000018157165,"teacher_disagreement_score":0.67817444,"about_ca_system_score_codex":0.000018876712,"about_ca_system_score_gemma":0.000008878175,"threshold_uncertainty_score":0.1910659},"labels":[],"label_agreement":null},{"id":"W2384813845","doi":"","title":"Smart Car's Software Design Based on S12 Microcomputer","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rudder; Computer science; Microcomputer; Software; Microprocessor; PID controller; Filter (signal processing); Computer hardware; DC motor; Software design; Embedded system; Real-time computing; Control engineering; Chip; Computer vision; Software development; Telecommunications; Electrical engineering; Operating system","score_opus":0.008434546206691,"score_gpt":0.19994075792651858,"score_spread":0.19150621171982757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384813845","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001715705,0.000049072027,0.9949464,0.00008447178,0.00014373907,0.0011090506,0.000027123795,0.0009489743,0.00097544276],"genre_scores_gemma":[0.097240545,0.0000026219896,0.90012854,0.00063130504,0.0006885172,0.0009645734,0.00005722009,0.00010919036,0.00017747807],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986944,0.00003270035,0.00033646036,0.00040993304,0.00014461396,0.00038185358],"domain_scores_gemma":[0.99890274,0.00017928523,0.000045052748,0.00063198956,0.00007903055,0.00016189915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001763647,0.00030630955,0.000244733,0.00018403275,0.00017102993,0.00013189028,0.00046284718,0.00019641376,0.0000627586],"category_scores_gemma":[4.6930927e-7,0.0003105419,0.00012849063,0.00027235216,0.000041598356,0.00007905718,0.000037416983,0.00043269552,0.0007611263],"study_design_candidate":"not_applicable","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":[0.00002076521,0.00039235636,0.0005948155,0.0002670744,0.00013608651,0.000014572891,0.00046722466,0.1367637,0.36351356,0.0015040439,0.18709397,0.30923182],"study_design_scores_gemma":[0.0004823155,0.000037716087,0.0008166402,0.00003317457,0.00001967707,0.000027745735,0.0000043113605,0.10167536,0.024261938,0.0002919046,0.8718124,0.0005368299],"about_ca_topic_score_codex":0.000009596559,"about_ca_topic_score_gemma":0.0000083289015,"teacher_disagreement_score":0.68471843,"about_ca_system_score_codex":0.00004638202,"about_ca_system_score_gemma":0.000037514692,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W2385078503","doi":"","title":"Microwindows' Transplantation and Chinesization Based on uClinux System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Upload; Operating system; Embedded system; Process (computing); Software; Open source; Transplantation; Graphics; Booting; Font; Computer hardware","score_opus":0.002078809409696969,"score_gpt":0.15903179292206876,"score_spread":0.1569529835123718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385078503","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012583137,0.00011793044,0.98345196,0.000038295555,0.000027107384,0.0005794339,0.000040527146,0.00045571188,0.0027058974],"genre_scores_gemma":[0.9635668,0.0000065388253,0.035498463,0.00007056572,0.00025907235,0.00029327613,0.00022455385,0.00003468554,0.00004607776],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993957,0.000016367267,0.00021971809,0.00018056105,0.00006665218,0.00012094639],"domain_scores_gemma":[0.9997357,0.00003724392,0.000027234313,0.00014167969,0.000025195695,0.000032941083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006162388,0.00012964109,0.00011389807,0.00009993051,0.00009052548,0.000053380212,0.00007220919,0.00006650622,0.000002553163],"category_scores_gemma":[4.1814555e-8,0.00013104275,0.000031118372,0.00015021324,0.000012129653,0.000064590255,0.0000032680596,0.00006110641,0.000047022644],"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":[0.000031901774,0.00021758664,0.0016885988,0.0024190997,0.00005371575,0.0000118780445,0.00040287935,0.70103425,0.19904774,0.02950036,0.012987402,0.052604593],"study_design_scores_gemma":[0.0013201442,0.0000341455,0.01195848,0.00016835278,0.000054461903,0.000073641895,0.000024902341,0.8387706,0.017649252,0.00017241138,0.12921144,0.0005621323],"about_ca_topic_score_codex":0.000018063602,"about_ca_topic_score_gemma":0.000006119314,"teacher_disagreement_score":0.95098364,"about_ca_system_score_codex":0.00004046727,"about_ca_system_score_gemma":0.000006500239,"threshold_uncertainty_score":0.5343768},"labels":[],"label_agreement":null},{"id":"W2385414034","doi":"","title":"Implementation and Simple Application of Embedded Linux File System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; File system; Virtual file system; Unix file types; Root (linguistics); Embedded system; Simple (philosophy); Key (lock); Self-certifying File System; Device file; Computer file; SSH File Transfer Protocol; Stub file","score_opus":0.0037418193346353233,"score_gpt":0.2237090239844332,"score_spread":0.21996720464979788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385414034","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073977965,0.00018179292,0.98990107,0.000017839902,0.000008062633,0.00088409474,0.0001552621,0.00029571145,0.0011583813],"genre_scores_gemma":[0.9500251,0.000007782809,0.0491136,0.000030428977,0.000117285745,0.0004118193,0.0002653033,0.000016443726,0.00001227264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992829,0.000011970954,0.00032506877,0.00017407845,0.00007019561,0.00013579574],"domain_scores_gemma":[0.9995765,0.000030390598,0.00006645139,0.00022280782,0.00005153123,0.00005229508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069316906,0.00011412368,0.00015464079,0.00007647217,0.00006038075,0.000025709996,0.00011089058,0.000056332836,0.000022399112],"category_scores_gemma":[9.43887e-8,0.00012249842,0.00003464267,0.00018193218,0.000013152766,0.00006948557,0.0000129639275,0.000053750013,0.000028204971],"study_design_candidate":"design_other","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":[0.000004101915,0.000057961824,0.00021419761,0.00038127633,0.000051364274,4.5016807e-7,0.0010031844,0.0019646008,0.19881484,0.01609828,0.028976282,0.7524335],"study_design_scores_gemma":[0.0016818607,0.0001772937,0.022995785,0.00010369335,0.00011239059,0.000103804145,0.0019543609,0.21212481,0.08219205,0.0030612133,0.6744093,0.0010834453],"about_ca_topic_score_codex":0.000018963425,"about_ca_topic_score_gemma":0.0000064136857,"teacher_disagreement_score":0.94262725,"about_ca_system_score_codex":0.000038016064,"about_ca_system_score_gemma":0.0000076059578,"threshold_uncertainty_score":0.499534},"labels":[],"label_agreement":null},{"id":"W2385602811","doi":"","title":"Talking about the Application of No-negative-pressure Water Supply Equipment in Water Distribution Network of Residential Quarter","year":2011,"lang":"en","type":"article","venue":"Sci-Tech Information Development & Economy","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"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":"Water supply; Quarter (Canadian coin); Water pressure; Non-revenue water; Water supply network; Environmental science; Engineering; Environmental engineering; Water conservation; Water resources; Geography","score_opus":0.009032251762366694,"score_gpt":0.18799426676326686,"score_spread":0.17896201500090017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385602811","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":[0.5285924,0.00013036362,0.40958813,0.00013129982,0.0012281626,0.0035510547,0.000046053425,0.00025857738,0.05647397],"genre_scores_gemma":[0.9979253,0.0000054454886,0.0015423878,0.000017664977,0.000040942796,0.00022219153,0.00020293443,0.000008570028,0.000034569497],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845356,0.000028475428,0.0009922704,0.00009634554,0.0001387334,0.00029059933],"domain_scores_gemma":[0.99945205,0.000016639195,0.00014793873,0.00021524334,0.0001357082,0.000032414984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000799764,0.00014957502,0.00020899058,0.00008621543,0.00007921829,0.000036626487,0.00021218702,0.000096511845,0.00018420214],"category_scores_gemma":[0.0000050155672,0.000098602264,0.000041741838,0.000096423784,0.00004048045,0.0009105244,0.00005595629,0.0001099322,0.00018465988],"study_design_candidate":"bench_or_experimental","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":[0.00089370686,0.00045951852,0.11655973,0.007859097,0.0022592235,0.0000050488097,0.40795812,0.2109602,0.023132138,0.03348571,0.041901175,0.15452634],"study_design_scores_gemma":[0.0015664849,0.00007259492,0.07198865,0.00034603477,0.000037451136,0.0000056320246,0.0013206627,0.03395202,0.6416612,0.0028149483,0.24550326,0.00073101686],"about_ca_topic_score_codex":0.00005660432,"about_ca_topic_score_gemma":0.000027192826,"teacher_disagreement_score":0.6185291,"about_ca_system_score_codex":0.000100879144,"about_ca_system_score_gemma":0.000030682695,"threshold_uncertainty_score":0.40208834},"labels":[],"label_agreement":null},{"id":"W2385955958","doi":"","title":"Programming of Drivers for DSP Extension Bus Interface in Embedded Linux","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Digital signal processing; Interface (matter); Embedded system; Extension (predicate logic); Operating system; Microcontroller; Application programming interface; Computer hardware; Programming language","score_opus":0.0107332056951778,"score_gpt":0.2436385008219647,"score_spread":0.2329052951267869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385955958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04435502,0.00022179217,0.9538915,0.000026748992,0.000028440589,0.0012061528,0.000008174068,0.00013990728,0.00012224558],"genre_scores_gemma":[0.6578224,0.000008098801,0.34157985,0.00001279783,0.00005745576,0.0004646723,0.000011911365,0.000024084315,0.000018753382],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992833,0.000005804782,0.00029528633,0.00018454657,0.000051605846,0.00017942334],"domain_scores_gemma":[0.99963427,0.000029771034,0.000041038104,0.00019778959,0.000058111764,0.000039000915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008640137,0.000113082395,0.00017340189,0.000108392924,0.000031779688,0.00001787773,0.00015467344,0.00007192637,0.0000016505755],"category_scores_gemma":[4.68774e-7,0.00012080406,0.000060340582,0.00021315325,0.000021361016,0.00005626127,0.00002320635,0.00008092376,0.0000153453],"study_design_candidate":"bench_or_experimental","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":[0.000016099542,0.00026989164,0.000118550044,0.0005935213,0.00006831618,0.0000020485415,0.0046544466,0.28822196,0.4694414,0.0036080526,0.0011724395,0.23183325],"study_design_scores_gemma":[0.006066085,0.00027038145,0.002135005,0.0008845046,0.00007747394,0.000060435697,0.0012923616,0.07400809,0.40769073,0.005974971,0.50013393,0.0014060037],"about_ca_topic_score_codex":0.000015363601,"about_ca_topic_score_gemma":0.000019036197,"teacher_disagreement_score":0.61346734,"about_ca_system_score_codex":0.00007148813,"about_ca_system_score_gemma":0.000015696414,"threshold_uncertainty_score":0.4926247},"labels":[],"label_agreement":null},{"id":"W2385993149","doi":"","title":"Network Equipment Test Instrument Based on ARM","year":2008,"lang":"en","type":"article","venue":"Communications technology","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Computer science; Ethernet; Reliability (semiconductor); Terminal (telecommunication); Embedded system; ARM architecture; Real-time computing; Computer hardware; Operating system; Simulation; Computer network","score_opus":0.04071592051122441,"score_gpt":0.23986292146300522,"score_spread":0.1991470009517808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385993149","genre_codex":"other","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":[0.10742033,0.014453694,0.113739096,0.030429682,0.0018119209,0.0034898585,0.00006353084,0.017151378,0.7114405],"genre_scores_gemma":[0.9830565,0.00028008706,0.016159704,0.0001362085,0.000024455469,0.00020572296,0.000013658508,0.000023982595,0.00009968451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935126,0.00002241673,0.00022403043,0.00010681064,0.00007527681,0.00022017963],"domain_scores_gemma":[0.9976926,0.00013899962,0.00003197898,0.0020745464,0.000028812365,0.00003306293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009871264,0.00011513554,0.00014519128,0.00017806095,0.00023338797,0.000006823193,0.0007871683,0.00015185472,0.000026505166],"category_scores_gemma":[0.000034291315,0.00011891069,0.000029613424,0.00045461272,0.00016065579,0.000024524554,0.00012033374,0.00029882524,0.00017289842],"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":[0.000021338521,0.0025801982,0.04861203,0.0001471635,0.00023417559,0.00006157871,0.00072456716,0.27183658,0.008872593,0.38370463,0.17997177,0.10323339],"study_design_scores_gemma":[0.0011297029,0.00060128985,0.0024877703,0.00023592787,0.000025553602,0.000095041345,0.00017810606,0.46145988,0.0033969844,0.008408763,0.5212312,0.00074982044],"about_ca_topic_score_codex":0.0000035985147,"about_ca_topic_score_gemma":0.0000093968,"teacher_disagreement_score":0.87563616,"about_ca_system_score_codex":0.00010313262,"about_ca_system_score_gemma":0.000021680475,"threshold_uncertainty_score":0.48490372},"labels":[],"label_agreement":null},{"id":"W2386451642","doi":"","title":"Application Of Can BUS and Its Upper Layer Network Protocol In Avionics System Fof Unpiloted Vehicle","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Avionics; Computer science; CAN bus; System bus; Local bus; Control bus; Bus network; Embedded system; Application layer; IEBus; Redundancy (engineering); Reliability (semiconductor); Protocol (science); Scheduling (production processes); Computer network; Real-time computing; Computer hardware; Operating system; Engineering; Software","score_opus":0.012065159620379896,"score_gpt":0.21955682407597313,"score_spread":0.20749166445559322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386451642","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":[0.0762064,0.00038115954,0.8506207,0.000051929826,0.000028296085,0.07104559,0.00003456546,0.0005253394,0.001106021],"genre_scores_gemma":[0.8968241,0.000007014094,0.018387973,0.000021094784,0.00014695423,0.08451534,0.000015814563,0.000038976323,0.000042716078],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990398,0.000026060268,0.00041793362,0.00022248173,0.0000859885,0.00020773393],"domain_scores_gemma":[0.9995242,0.000030494093,0.00007146792,0.00024427514,0.00006815984,0.00006140429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011109955,0.00014329159,0.00021893553,0.000080937585,0.00008419879,0.000012435783,0.0001526104,0.000099268196,0.0000015944756],"category_scores_gemma":[1.9525146e-7,0.00014989286,0.00003264151,0.00038939994,0.00002140953,0.00005193628,0.000035098543,0.00011935287,0.00001983348],"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":[0.00008202076,0.0005921336,0.038206916,0.005627292,0.00025787542,0.000014613921,0.0041317907,0.26603967,0.5720591,0.04220219,0.008944768,0.061841592],"study_design_scores_gemma":[0.0025604675,0.00007501497,0.055018753,0.0003367653,0.00003291282,0.00018712778,0.00008968853,0.65445656,0.03062831,0.0003181545,0.25539243,0.0009038183],"about_ca_topic_score_codex":0.00004429901,"about_ca_topic_score_gemma":0.000034997633,"teacher_disagreement_score":0.8322327,"about_ca_system_score_codex":0.00006195936,"about_ca_system_score_gemma":0.000021145703,"threshold_uncertainty_score":0.61124533},"labels":[],"label_agreement":null},{"id":"W2386866874","doi":"","title":"Design and Implementation of a AVS Media Player using PXA270 Platform in Embedded System","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Debugging; Plug-in; Embedded system; Operating system; Multimedia","score_opus":0.018289962914905363,"score_gpt":0.2549830544403599,"score_spread":0.23669309152545454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386866874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12420914,0.00022678003,0.8744886,0.000006072845,0.000014425875,0.0008302685,0.000008003931,0.00010015277,0.00011654881],"genre_scores_gemma":[0.8197598,0.00000824276,0.18005687,0.0000124309345,0.000052419844,0.000085453685,0.000009903262,0.000013597289,0.0000012946979],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992044,0.000016760147,0.00037823353,0.00015740759,0.00007604794,0.00016713371],"domain_scores_gemma":[0.99967235,0.00005103745,0.000056995785,0.00014470695,0.000028935432,0.00004595777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015989407,0.000123186,0.00019388394,0.00015752579,0.000037674818,0.000025891166,0.00009771512,0.000065544176,0.0000036005436],"category_scores_gemma":[1.11954506e-7,0.00012969354,0.000024232042,0.00021771058,0.000010872033,0.00010643617,0.000012131054,0.00007020887,0.000005151931],"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":[0.000021832902,0.00010076642,0.0005346098,0.0006260473,0.00009337832,0.0000073545984,0.013253452,0.09470192,0.6676282,0.010076654,0.000991821,0.21196394],"study_design_scores_gemma":[0.0031228487,0.000108762426,0.013278075,0.0003769661,0.0000856308,0.00020539609,0.003554628,0.8475991,0.12537885,0.0014871346,0.0038151352,0.0009874916],"about_ca_topic_score_codex":0.000026068135,"about_ca_topic_score_gemma":0.000010107617,"teacher_disagreement_score":0.75289714,"about_ca_system_score_codex":0.000079518395,"about_ca_system_score_gemma":0.000016567814,"threshold_uncertainty_score":0.52887493},"labels":[],"label_agreement":null},{"id":"W2387145557","doi":"","title":"Design and Implement of High-speed Data Acquisition Board Based on USB2.0 chip FX2","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"FIFO (computing and electronics); Computer science; USB; Computer hardware; Complex programmable logic device; Interface (matter); Chip; Data acquisition; Data transmission; Transfer (computing); Embedded system; SIGNAL (programming language); Software; Parallel computing","score_opus":0.018090042679552033,"score_gpt":0.2311537011632837,"score_spread":0.21306365848373168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387145557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007099073,0.00010779016,0.9913875,0.00007192458,0.000016475684,0.0007852156,0.000106174375,0.00013586153,0.00028999787],"genre_scores_gemma":[0.75042653,0.0000049428554,0.24881893,0.000065751075,0.00016496814,0.000105111474,0.00036966737,0.000026461868,0.000017613245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991845,0.000027731703,0.0002811953,0.00025502095,0.000096954594,0.00015458668],"domain_scores_gemma":[0.9992734,0.000072133014,0.000049119106,0.00053786987,0.000029433359,0.00003801871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656537,0.000133171,0.00016105606,0.000089691865,0.000060307906,0.00003686733,0.00023780753,0.000052311432,0.000016690292],"category_scores_gemma":[1.02199465e-7,0.00013553348,0.000021327578,0.00013282849,0.000016682492,0.000062503095,0.000046094687,0.000060006187,0.000021543086],"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":[0.000044353597,0.00042596698,0.0003830026,0.00046379498,0.00011991224,0.000003234351,0.00017585706,0.4133388,0.4050728,0.012366908,0.10934997,0.05825537],"study_design_scores_gemma":[0.0015337687,0.000102020065,0.009521432,0.00008102802,0.00006376523,0.0000083623945,0.0000139252215,0.82186717,0.059591435,0.0016882678,0.10500463,0.0005242122],"about_ca_topic_score_codex":0.00008487446,"about_ca_topic_score_gemma":0.000004788625,"teacher_disagreement_score":0.7433275,"about_ca_system_score_codex":0.000029476645,"about_ca_system_score_gemma":0.000011344145,"threshold_uncertainty_score":0.55268955},"labels":[],"label_agreement":null},{"id":"W2387381122","doi":"","title":"Saving and Restoring of Stack in the Process of Transplanting UC/OS II into DSP 2407A","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stack (abstract data type); Computer science; Transplanting; Digital signal processing; Process (computing); Embedded system; Constitution; Call stack; Operating system; Computer hardware; Law","score_opus":0.007340180805727716,"score_gpt":0.2383663836133786,"score_spread":0.2310262028076509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387381122","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":[0.6142044,0.00036524114,0.38447872,0.000012606551,0.000007921762,0.0003408356,0.000002856536,0.000030437854,0.0005569534],"genre_scores_gemma":[0.97756803,0.000014145417,0.022288054,0.000008109894,0.000055626628,0.00004668921,0.0000027558747,0.000011922345,0.0000046382365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993433,0.000010406928,0.00032715363,0.000111191046,0.00007872726,0.00012921797],"domain_scores_gemma":[0.99966836,0.00008474399,0.000049174287,0.00014743026,0.000030445208,0.00001985663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038483698,0.0000802068,0.0001337509,0.000091174115,0.000057968788,0.000009484898,0.00016756446,0.0000444002,7.9229096e-7],"category_scores_gemma":[3.4905813e-7,0.00006987941,0.000022203118,0.0002485946,0.000023402761,0.00005305135,0.00001482377,0.00009922387,5.975691e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013485039,0.00015473946,0.010844759,0.0029000882,0.000060191272,0.000003796371,0.070989214,0.010436492,0.81060183,0.0039966884,0.00018494835,0.089813754],"study_design_scores_gemma":[0.0037639039,0.00028108212,0.18873851,0.0029460608,0.00018650682,0.0002296562,0.015145981,0.04012893,0.6309067,0.004195671,0.11140049,0.0020765234],"about_ca_topic_score_codex":0.000043227934,"about_ca_topic_score_gemma":0.00005885977,"teacher_disagreement_score":0.36336362,"about_ca_system_score_codex":0.000013514826,"about_ca_system_score_gemma":0.0000068588456,"threshold_uncertainty_score":0.28495997},"labels":[],"label_agreement":null},{"id":"W2387745448","doi":"","title":"Implementations of a Multichannel Digital PWM controller Based on Avalon Bus","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Field-programmable gate array; Debugging; Pulse-width modulation; Controller (irrigation); Embedded system; Computer hardware; Chip; Electrical engineering; Telecommunications; Engineering; Voltage; Operating system","score_opus":0.004161897800343364,"score_gpt":0.2062030616731662,"score_spread":0.20204116387282284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387745448","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017208409,0.000016478898,0.9790818,0.0000670981,0.00005177667,0.0009015037,0.0001914434,0.00020050215,0.0022809901],"genre_scores_gemma":[0.9625689,6.6730354e-7,0.036637027,0.00006195409,0.00013336823,0.00045279035,0.000062307794,0.00002666702,0.0000563256],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993218,0.000006309953,0.00027581817,0.00015424113,0.000086160275,0.00015565236],"domain_scores_gemma":[0.99951506,0.000082675564,0.00004299088,0.00023228973,0.00006537498,0.00006162147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059303075,0.00012307198,0.00015103913,0.00010436275,0.000059831007,0.00004762243,0.00015791462,0.000057532496,0.000025951018],"category_scores_gemma":[6.631018e-7,0.000121332334,0.00007476139,0.00014222083,0.00002106042,0.00006087138,0.000012914684,0.00012791654,0.000108669694],"study_design_candidate":"bench_or_experimental","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":[0.000030404104,0.00068804313,0.0011761495,0.00023785589,0.00020374471,0.0000019261795,0.001064885,0.06856817,0.7400739,0.008167781,0.022152174,0.15763496],"study_design_scores_gemma":[0.0030866314,0.00009008543,0.0037356825,0.000039850333,0.00004615322,0.000010891132,0.000116927935,0.6484168,0.031439222,0.00070221676,0.31172284,0.0005926594],"about_ca_topic_score_codex":0.0000092020655,"about_ca_topic_score_gemma":0.000009857135,"teacher_disagreement_score":0.9453605,"about_ca_system_score_codex":0.0000146774855,"about_ca_system_score_gemma":0.00001288012,"threshold_uncertainty_score":0.4947789},"labels":[],"label_agreement":null},{"id":"W2387995011","doi":"","title":"A Transparent Gateway and Proxy Solution Based on Squid on Linux","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Proxy (statistics); Gateway (web page); Intranet; Operating system; Computer network; The Internet; Cache; Residential gateway; Squid; Proxy server; Port (circuit theory); Computer security; World Wide Web","score_opus":0.012911307734372466,"score_gpt":0.21675052006357146,"score_spread":0.203839212329199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387995011","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010011834,0.00009190694,0.9871663,0.00026241134,0.00002453159,0.0008125754,0.000015115494,0.00030436643,0.0013109478],"genre_scores_gemma":[0.9648859,0.000008843441,0.034153216,0.00018299505,0.00013801825,0.0005564709,0.000025832818,0.00002775441,0.000020991627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993716,0.000009425224,0.00016939842,0.00021029133,0.00007828899,0.00016099025],"domain_scores_gemma":[0.99968374,0.000017467728,0.000017935838,0.00019558716,0.0000185384,0.000066748886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056050216,0.00013536931,0.00011291631,0.00007925233,0.00008749048,0.000036470796,0.000088200104,0.000064704254,0.0000042974366],"category_scores_gemma":[1.0890408e-7,0.00013120162,0.000038665574,0.00011339321,0.000017863826,0.00002980359,0.0000053569315,0.00010509371,0.00009846216],"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":[0.00002591418,0.0005869438,0.00010103639,0.00036256254,0.000057142657,0.0000044847948,0.001053002,0.79244655,0.11198836,0.009600118,0.0024625503,0.08131134],"study_design_scores_gemma":[0.0037367442,0.00054186955,0.0036393185,0.00053059513,0.000058646892,0.00003086561,0.00004381593,0.5366631,0.081146516,0.002167896,0.37023866,0.0012019648],"about_ca_topic_score_codex":0.000010234115,"about_ca_topic_score_gemma":0.000005259436,"teacher_disagreement_score":0.95487404,"about_ca_system_score_codex":0.0000754959,"about_ca_system_score_gemma":0.000013360978,"threshold_uncertainty_score":0.5350247},"labels":[],"label_agreement":null},{"id":"W2388186501","doi":"","title":"Research on the Transplantation of uIP on S3C44BoX and Realization of Webserver Functions","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Protocol (science); Protocol stack; Realization (probability); Web server; Transplantation; Stack (abstract data type); Internet protocol suite; Embedded system; Internet Protocol; Operating system; Computer network; The Internet; Medicine; Pathology","score_opus":0.06226862466133767,"score_gpt":0.27410971500915887,"score_spread":0.2118410903478212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388186501","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":[0.2926199,0.00012375203,0.69893736,0.000115273484,0.000022991291,0.0009017968,0.000060270057,0.00007788877,0.0071407673],"genre_scores_gemma":[0.9980617,0.00014907913,0.0013843689,0.000019848974,0.00005319107,0.00016910228,0.000028586475,0.000013605744,0.000120493125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994309,0.000047090376,0.0001951893,0.00011191319,0.00012649466,0.00008839281],"domain_scores_gemma":[0.99948114,0.00018326186,0.000028592507,0.00019651193,0.00008830733,0.000022180155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018100643,0.00006442472,0.00008855824,0.00011839581,0.00012642404,0.000006604086,0.000092466384,0.000046524365,0.000008919949],"category_scores_gemma":[4.0316945e-7,0.000050828636,0.000026284091,0.0002997944,0.00006337675,0.000030932602,0.000006624809,0.00010199017,0.000020114965],"study_design_candidate":"bench_or_experimental","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":[0.00013289874,0.0007350347,0.0020529213,0.0014761843,0.00028836733,0.0000039285005,0.010705241,0.1371729,0.3491234,0.36089888,0.10103982,0.036370434],"study_design_scores_gemma":[0.0030937039,0.0010890792,0.18306202,0.0009538523,0.00014709224,0.00019176702,0.001496704,0.06505261,0.38735184,0.007041072,0.34930608,0.0012141742],"about_ca_topic_score_codex":0.00002472265,"about_ca_topic_score_gemma":0.000007104952,"teacher_disagreement_score":0.70544183,"about_ca_system_score_codex":0.000015068459,"about_ca_system_score_gemma":0.000010089775,"threshold_uncertainty_score":0.20727316},"labels":[],"label_agreement":null},{"id":"W2388481639","doi":"","title":"Design and Implementation of Cache in Embedded Flash Player","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Cache; Flash (photography); Bitmap; Smart Cache; Cache algorithms; Cache invalidation; Flash file system; Embedded system; Page cache; Operating system; CPU cache; Computer hardware; Parallel computing; Computer graphics (images)","score_opus":0.01479531760735374,"score_gpt":0.23838853704700133,"score_spread":0.22359321943964758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388481639","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13446097,0.00022156064,0.8643468,0.00001058518,0.0000076248316,0.0006463501,0.0000047775898,0.000063676096,0.00023764934],"genre_scores_gemma":[0.8176789,0.00004962493,0.18185288,0.000018053384,0.000035707642,0.00031025306,0.000010192465,0.000017069857,0.000027277669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945754,0.000018847117,0.0002399352,0.00012015875,0.000048993625,0.00011451675],"domain_scores_gemma":[0.9997684,0.00003838043,0.000027434267,0.00011484717,0.000020679554,0.000030306986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008250813,0.000083377505,0.00012269274,0.0000916114,0.000033521195,0.0000073108026,0.00007394703,0.000042127067,0.000010566228],"category_scores_gemma":[6.712523e-8,0.00008942468,0.000017119972,0.00015408479,0.000019239982,0.000056486177,0.000014927596,0.000056464472,0.000017255068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014150945,0.0001607913,0.008503942,0.00039269193,0.00014069761,0.0000104067285,0.018849986,0.071081504,0.7127234,0.0022121556,0.02472052,0.1611898],"study_design_scores_gemma":[0.0057434095,0.00017835047,0.11521855,0.00012732451,0.000068944864,0.00040322295,0.0012634142,0.18687257,0.5233942,0.0019195082,0.16311999,0.0016904838],"about_ca_topic_score_codex":0.00002212879,"about_ca_topic_score_gemma":0.000012128609,"teacher_disagreement_score":0.683218,"about_ca_system_score_codex":0.000023102257,"about_ca_system_score_gemma":0.000013192311,"threshold_uncertainty_score":0.36466327},"labels":[],"label_agreement":null},{"id":"W2388644949","doi":"","title":"Design of multiple Field Bus Networks Gateway in Embedded Integrated Remote Monitoring Equipment","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Power-line communication; Wireless sensor network; Default gateway; Embedded system; Microcontroller; Interconnection; Wireless network; Wireless; Gateway (web page); Key distribution in wireless sensor networks; Computer network; Field bus; H.248; Power (physics); Control system; Telecommunications; Electrical engineering; Engineering","score_opus":0.030158412211672026,"score_gpt":0.22448402027056505,"score_spread":0.194325608058893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388644949","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073974873,0.00032427715,0.99075484,0.0000037330635,0.00006742396,0.0007479058,0.0000021326753,0.00016914944,0.00053304445],"genre_scores_gemma":[0.64973193,0.000040289677,0.34993467,0.000010063542,0.000080740734,0.00014165822,0.0000057216143,0.000026914082,0.000027982953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990268,0.0000350303,0.00042510114,0.0002008582,0.00006594202,0.00024626625],"domain_scores_gemma":[0.99943066,0.0001006327,0.00007200899,0.0002883378,0.00005109655,0.00005726336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015775453,0.00016387721,0.00021883757,0.00012496999,0.00003354189,0.000015906178,0.0002521405,0.00012193555,0.000015865868],"category_scores_gemma":[9.609512e-7,0.00016707696,0.000044454573,0.00031893124,0.000015266909,0.00005954925,0.000037075373,0.00018241661,0.000019759684],"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":[0.00006273814,0.00025787324,0.0029245748,0.00021982008,0.00016517616,0.00001043099,0.006305989,0.4691137,0.25706545,0.00024466173,0.0018752172,0.26175436],"study_design_scores_gemma":[0.0007594262,0.0000740378,0.0020365845,0.00026144163,0.000019746913,0.000012166676,0.00021076604,0.7977057,0.19306768,0.0003628004,0.005013916,0.00047573587],"about_ca_topic_score_codex":0.00014365322,"about_ca_topic_score_gemma":0.000008624799,"teacher_disagreement_score":0.64233446,"about_ca_system_score_codex":0.000057552108,"about_ca_system_score_gemma":0.00001275368,"threshold_uncertainty_score":0.6813201},"labels":[],"label_agreement":null},{"id":"W2388916121","doi":"","title":"Development for Intelligent Mobile Robot Control System with AVR","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microcontroller; Computer science; Mobile robot; Embedded system; Robot; Control system; Servomotor; Hierarchical control system; Intelligent control; Servo control; Computer hardware; Control (management); Servo; Artificial intelligence; Engineering; Electrical engineering","score_opus":0.006144613559145272,"score_gpt":0.200167829606472,"score_spread":0.19402321604732672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388916121","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037364624,0.00007695816,0.9930334,0.000008173644,0.000059111568,0.0021614223,0.000015174224,0.00040964203,0.00049962994],"genre_scores_gemma":[0.5377387,7.986505e-7,0.45508704,0.000024204825,0.00020922448,0.0068004713,0.000021842056,0.00003732984,0.00008040125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992774,0.0000045504867,0.00025469123,0.00019566937,0.00006418808,0.00020349766],"domain_scores_gemma":[0.9995354,0.00004071718,0.000034111952,0.00023717487,0.0000731388,0.000079477286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010286346,0.00014691522,0.00016637315,0.000053931944,0.00011217069,0.000054562668,0.00018764568,0.00006856419,0.0000057597936],"category_scores_gemma":[7.084501e-8,0.00012648274,0.000039294864,0.00009047548,0.000015286732,0.000035545254,0.000011680642,0.00011302367,0.00010955879],"study_design_candidate":"not_applicable","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":[0.00003212392,0.00023152458,0.00019252676,0.0014085051,0.00050799944,0.0000028727943,0.0025072724,0.1154907,0.4237702,0.020177305,0.008414296,0.4272647],"study_design_scores_gemma":[0.00042121057,0.000019981226,0.00008953109,0.0000298083,0.000016240632,0.00003258607,0.000102915765,0.032117285,0.0195642,0.000010364888,0.9473468,0.00024908615],"about_ca_topic_score_codex":0.000002940567,"about_ca_topic_score_gemma":0.000023426464,"teacher_disagreement_score":0.9389325,"about_ca_system_score_codex":0.000051175062,"about_ca_system_score_gemma":0.000025553325,"threshold_uncertainty_score":0.51578164},"labels":[],"label_agreement":null},{"id":"W2389247017","doi":"","title":"Research of Disadvantage of DHCP Protocol and the Solution","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dynamic Host Configuration Protocol; Computer science; Disadvantage; Protocol (science); Computer network; Ip address; Artificial intelligence; Medicine","score_opus":0.036079168697357965,"score_gpt":0.31568468449157794,"score_spread":0.27960551579422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389247017","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009611632,0.00015259795,0.94022655,0.000065778564,0.000006842294,0.04615769,0.000012521469,0.00006575248,0.0037006473],"genre_scores_gemma":[0.8853577,0.000022835788,0.031381663,0.000007112757,0.00009484239,0.082993045,0.0000036593406,0.000018850948,0.000120320874],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994724,0.000040481624,0.00021102001,0.00008377927,0.00009373948,0.000098570505],"domain_scores_gemma":[0.99959034,0.00009839861,0.000029892133,0.00019174012,0.00006946556,0.000020165427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027241168,0.00005114837,0.0001146422,0.000055383236,0.00008904474,0.0000050757126,0.00012810384,0.000031717933,0.0000032248145],"category_scores_gemma":[3.798076e-7,0.00003697519,0.000027699965,0.00018152605,0.00022331659,0.000031870306,0.00003857677,0.00008993708,0.000006389155],"study_design_candidate":"bench_or_experimental","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":[0.00017008513,0.00046550736,0.00225965,0.0028066596,0.00023178065,0.0000024612127,0.012218561,0.005567792,0.7398391,0.08574773,0.03914638,0.11154434],"study_design_scores_gemma":[0.005865358,0.0001300277,0.014573643,0.00019547237,0.000028309634,0.00015635087,0.00042055096,0.06435298,0.16799931,0.006052175,0.73973423,0.0004915896],"about_ca_topic_score_codex":0.000024531195,"about_ca_topic_score_gemma":0.0000022421461,"teacher_disagreement_score":0.9088449,"about_ca_system_score_codex":0.0000105224335,"about_ca_system_score_gemma":0.000010075183,"threshold_uncertainty_score":0.15078045},"labels":[],"label_agreement":null},{"id":"W2389333520","doi":"","title":"The Design and Implementation of DDR SDRAM Controller","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CAS latency; Computer science; Memory controller; Field-programmable gate array; Dram; Embedded system; Controller (irrigation); Computer hardware; Dynamic random-access memory; Semiconductor memory","score_opus":0.00654294208057575,"score_gpt":0.2436041910405773,"score_spread":0.23706124896000155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389333520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040622572,0.0005333871,0.99426365,0.000030238782,0.000012234115,0.00074286835,0.0000027336719,0.000059305206,0.00029333113],"genre_scores_gemma":[0.8888404,0.000053591455,0.110689044,0.000034979836,0.000101940816,0.00021525295,0.0000036592123,0.000017255157,0.00004387248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951845,0.000011997368,0.00022095675,0.0000782249,0.000047371024,0.00012298593],"domain_scores_gemma":[0.9996462,0.00015803412,0.000032698335,0.00009869294,0.00003435634,0.000030053016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003165273,0.000064522406,0.00007917594,0.000031211664,0.00009117957,0.000026328487,0.000084736246,0.000027820925,0.000002540605],"category_scores_gemma":[1.0992264e-7,0.00004993381,0.000021053118,0.000086377586,0.000024305133,0.000029001378,0.000011901764,0.000041428986,0.00000832114],"study_design_candidate":"not_applicable","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":[0.000009578834,0.000019327019,0.00027538958,0.000051001756,0.00009997251,3.4494317e-7,0.0009066854,0.0021656568,0.14526206,0.013552237,0.008303399,0.82935435],"study_design_scores_gemma":[0.0015461151,0.00006038828,0.014497005,0.00001770229,0.00004576028,0.000028710594,0.0007145451,0.025308648,0.08647284,0.0028983154,0.86805665,0.00035331497],"about_ca_topic_score_codex":0.000009716447,"about_ca_topic_score_gemma":0.000009587474,"teacher_disagreement_score":0.88477814,"about_ca_system_score_codex":0.000014262078,"about_ca_system_score_gemma":0.0000052657565,"threshold_uncertainty_score":0.20362416},"labels":[],"label_agreement":null},{"id":"W2389454702","doi":"","title":"Designing and Realizing for the Long-distance Control Device to Moving Computer","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wireless; Object (grammar); Computer hardware; Control (management); Chip; Computer graphics (images); Embedded system; Artificial intelligence; Telecommunications","score_opus":0.008323991499971126,"score_gpt":0.2152056288667484,"score_spread":0.20688163736677728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389454702","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007491397,0.0009900611,0.9962149,0.00015282686,0.000021877613,0.0014511753,0.000018538689,0.00021179089,0.00018967877],"genre_scores_gemma":[0.52825856,0.000005693573,0.46939278,0.00036484862,0.0006792938,0.001191074,0.00001022883,0.000040367104,0.000057170004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992578,0.000012982798,0.0002337162,0.00021384995,0.000055950604,0.00022570706],"domain_scores_gemma":[0.99939394,0.00027783538,0.000030907333,0.0001950443,0.00005346047,0.000048816324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618737,0.0001372022,0.00014485646,0.000044642577,0.00023867238,0.0001372334,0.00017679558,0.000043382086,9.969601e-7],"category_scores_gemma":[2.0367779e-7,0.000117682466,0.000040370378,0.00013917532,0.00001701133,0.000056804474,0.00002385897,0.000068876034,0.000012439174],"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":[0.000019889045,0.000058341237,0.0013670399,0.000487651,0.00018521782,0.0000028036166,0.0008258699,0.5088177,0.102663614,0.02727356,0.0603338,0.2979645],"study_design_scores_gemma":[0.00069635944,0.000022724533,0.007039831,0.00008012102,0.0000520474,0.000028038938,0.00004250427,0.41867095,0.003024908,0.00042047075,0.5695028,0.00041928134],"about_ca_topic_score_codex":0.00004760732,"about_ca_topic_score_gemma":0.00005650044,"teacher_disagreement_score":0.5275094,"about_ca_system_score_codex":0.000035569075,"about_ca_system_score_gemma":0.0000069156977,"threshold_uncertainty_score":0.47989517},"labels":[],"label_agreement":null},{"id":"W2389555977","doi":"","title":"Migrate Embedded Real-time OS μC/OS-II to Run on TigerSHARC101","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Real-time operating system; Embedded system; Real-time computing","score_opus":0.01138893336994618,"score_gpt":0.20888147809425064,"score_spread":0.19749254472430447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389555977","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":[0.26604646,0.00018080322,0.6375697,0.0006193046,0.00017794402,0.0046548094,0.00019086056,0.0033275066,0.08723255],"genre_scores_gemma":[0.6788161,0.0001692176,0.29818213,0.0014492783,0.0021367527,0.0039200685,0.00030393968,0.00037359784,0.014648955],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869156,0.000023307037,0.00035721777,0.000393131,0.00015033236,0.00038442865],"domain_scores_gemma":[0.99906176,0.000048860693,0.000039929964,0.00057055545,0.000064749845,0.000214118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008749944,0.0002674757,0.0002723117,0.00017504272,0.0003033381,0.00004121885,0.00036693487,0.00011324035,0.00015279409],"category_scores_gemma":[4.4598931e-7,0.0002763844,0.00010489668,0.00041448473,0.00002704462,0.000069550006,0.00006164834,0.00015884955,0.004448091],"study_design_candidate":"not_applicable","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":[0.000014947493,0.0002027159,0.000050631144,0.000072642964,0.00011207757,0.00001657556,0.0034986988,0.016008077,0.48962325,0.0009355058,0.47334656,0.016118297],"study_design_scores_gemma":[0.00047146823,0.00009965705,0.0012279047,0.00005329365,0.000018112287,0.000073089584,0.00002532384,0.011142055,0.031214705,0.00013288955,0.9548646,0.0006768809],"about_ca_topic_score_codex":0.00003030842,"about_ca_topic_score_gemma":0.0000051771644,"teacher_disagreement_score":0.48151806,"about_ca_system_score_codex":0.00008961094,"about_ca_system_score_gemma":0.000023707462,"threshold_uncertainty_score":0.9999688},"labels":[],"label_agreement":null},{"id":"W2389868616","doi":"","title":"Design and Implementation of Embedded Multimedia Network Central Control Device","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Interface (matter); Encoding (memory); Embedded system; Volume (thermodynamics); Computer hardware; Control (management); Multimedia; Mode (computer interface); Noise (video); Image (mathematics); Operating system; Artificial intelligence","score_opus":0.007943436147349155,"score_gpt":0.24366135018612067,"score_spread":0.23571791403877151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389868616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006661005,0.0004783985,0.9915674,0.000009229944,0.000029037556,0.0010293333,0.000007923758,0.00011266019,0.00010500865],"genre_scores_gemma":[0.64869744,0.000013374284,0.3508807,0.00004911698,0.00021077797,0.000109522065,0.000014123666,0.000019102457,0.0000058483683],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918234,0.000020007388,0.00032575778,0.00013709246,0.0000646554,0.00027012688],"domain_scores_gemma":[0.99956095,0.00013283448,0.000053974654,0.00012817916,0.00004346779,0.00008058415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025796623,0.00011103248,0.00015217587,0.0000481705,0.00005266879,0.000018655835,0.00009146855,0.000055059165,0.000011595251],"category_scores_gemma":[1.2948854e-7,0.00011726842,0.000028027162,0.00015033188,0.000020636537,0.000054437132,0.000011585922,0.00006377317,0.000009656263],"study_design_candidate":"design_other","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":[0.0000327304,0.000078618315,0.0039780647,0.00028694762,0.0003430524,0.0000032943144,0.0041253315,0.106082015,0.23378591,0.0024932267,0.012172864,0.63661796],"study_design_scores_gemma":[0.007933452,0.00018715879,0.13540679,0.00013613657,0.00036554545,0.00009359493,0.0011740831,0.5107762,0.13529642,0.0017294756,0.20523061,0.0016704851],"about_ca_topic_score_codex":0.000015212315,"about_ca_topic_score_gemma":0.000016117332,"teacher_disagreement_score":0.64203644,"about_ca_system_score_codex":0.000023563483,"about_ca_system_score_gemma":0.000011132978,"threshold_uncertainty_score":0.47820672},"labels":[],"label_agreement":null},{"id":"W2390011706","doi":"","title":"The Real-time Embedded OS μCOS-II Porting on TMS320F2812","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Porting; Computer science; Kernel (algebra); Task (project management); Real-time operating system; Operating system; Embedded system; Discrete mathematics; Software; Mathematics; Systems engineering","score_opus":0.005492201870365832,"score_gpt":0.21932311289489526,"score_spread":0.21383091102452942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390011706","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04545048,0.0002534446,0.87312955,0.00018857146,0.00012392335,0.0016287349,0.000015015978,0.0013816733,0.077828616],"genre_scores_gemma":[0.851531,0.000120781966,0.13693875,0.00044959295,0.0027160398,0.0010256609,0.00009353854,0.0002597347,0.0068648946],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987315,0.000016165763,0.0004627055,0.00024190627,0.00013813293,0.0004096045],"domain_scores_gemma":[0.9990992,0.00018906736,0.00007673677,0.0004782455,0.000054195916,0.00010258177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004850884,0.00018822079,0.00016046822,0.00007481369,0.0005247867,0.00007966126,0.00033970707,0.000092460934,0.000019555013],"category_scores_gemma":[8.298148e-7,0.00015210012,0.00008597369,0.00026670145,0.000032285167,0.000050485483,0.00005196066,0.00018232074,0.0005991238],"study_design_candidate":"not_applicable","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":[0.000021867922,0.00017166306,0.00012577706,0.00008267208,0.00018738482,0.00001143554,0.0020415895,0.0069725537,0.41848692,0.014705865,0.11845167,0.4387406],"study_design_scores_gemma":[0.00032519674,0.00004358561,0.0015344197,0.000039772396,0.000019211571,0.000027732252,0.00009741824,0.013750392,0.020347627,0.00073824683,0.9626441,0.0004322703],"about_ca_topic_score_codex":0.00000983255,"about_ca_topic_score_gemma":0.000008520511,"teacher_disagreement_score":0.84419245,"about_ca_system_score_codex":0.00007381504,"about_ca_system_score_gemma":0.0000126996865,"threshold_uncertainty_score":0.7700724},"labels":[],"label_agreement":null},{"id":"W2390516535","doi":"","title":"Analysis and Comparison of Bus Technology of Cluster Systems","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Remote direct memory access; InfiniBand; Computer science; Gigabit Ethernet; Key (lock); Ethernet; Interface (matter); Embedded system; Cluster (spacecraft); Architecture; Network interface; Operating system; Computer network; Computer architecture","score_opus":0.006842255665467071,"score_gpt":0.23552338340313908,"score_spread":0.22868112773767202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390516535","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":[0.05843316,0.0018738764,0.9388364,0.000033538938,0.000007531534,0.00030781963,0.000013674816,0.00008680685,0.00040719492],"genre_scores_gemma":[0.9450854,0.000012553053,0.054724112,0.000004032221,0.000041102812,0.00008787675,0.0000066694056,0.000009138892,0.000029094508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937856,0.000008635962,0.0003607862,0.00011372313,0.00004869158,0.00008961449],"domain_scores_gemma":[0.9996076,0.00002757209,0.000070787726,0.00021584472,0.00005373491,0.000024461595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059464623,0.00007768927,0.0002975555,0.0003146694,0.000020427035,0.000008667969,0.000120632816,0.00008001814,0.000002682774],"category_scores_gemma":[1.2098947e-7,0.00007763483,0.00004412018,0.0005765816,0.000038285452,0.000027416207,0.000026578275,0.000058069803,0.0000070695273],"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":[0.000006666199,0.00029230714,0.050635524,0.00097468554,0.0018538336,2.5301188e-7,0.0018663151,0.455158,0.18709588,0.0086514745,0.0043741437,0.2890909],"study_design_scores_gemma":[0.00049340783,0.000037669502,0.0041688923,0.000050600127,0.0004210816,0.0000142077315,0.0002628846,0.67903197,0.0468005,0.00007823687,0.26831627,0.0003242654],"about_ca_topic_score_codex":0.000014232623,"about_ca_topic_score_gemma":0.00001314131,"teacher_disagreement_score":0.88665223,"about_ca_system_score_codex":0.000013796237,"about_ca_system_score_gemma":0.0000034850677,"threshold_uncertainty_score":0.31658566},"labels":[],"label_agreement":null},{"id":"W2390703682","doi":"","title":"Vx Works Enhanced Network Interface Driver Design","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Initialization; Layer (electronics); Interface (matter); Kernel (algebra); Process (computing); Code (set theory); Multiplexer; Architecture; Network interface; End-to-end principle; Embedded system; Computer network; Operating system; Telecommunications; Multiplexing; Set (abstract data type); Programming language","score_opus":0.014508442148279248,"score_gpt":0.20949797846281293,"score_spread":0.19498953631453367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390703682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002297705,0.0009870454,0.99332875,0.000017974395,0.000064267544,0.000669344,0.000002033455,0.0005423273,0.002090535],"genre_scores_gemma":[0.59938115,0.0001309355,0.39874431,0.00008935762,0.000589806,0.0005593464,0.000009171221,0.000052846233,0.00044305355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910915,0.0000266228,0.0002567341,0.0002343981,0.000075375625,0.0002977029],"domain_scores_gemma":[0.9994673,0.00006432309,0.000032331773,0.0003100732,0.000042019594,0.000083964806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007703898,0.00017536548,0.00018174396,0.00004602592,0.00016536919,0.000039888677,0.00026881893,0.00010168962,0.0000369569],"category_scores_gemma":[1.415101e-7,0.00018419093,0.00006237148,0.00028049567,0.00003768068,0.000099283556,0.000038709357,0.00017345519,0.00058990764],"study_design_candidate":"not_applicable","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":[0.0000075032194,0.000055921584,0.000044792705,0.000038990016,0.00010579688,0.0000045153547,0.0013279011,0.6919516,0.064016536,0.0004198466,0.17588273,0.066143885],"study_design_scores_gemma":[0.00077260897,0.00004507866,0.000990946,0.00016131974,0.000032060434,0.00013303471,0.000043859476,0.09601325,0.06058075,0.0009979326,0.83922875,0.0010004127],"about_ca_topic_score_codex":0.0000026567625,"about_ca_topic_score_gemma":0.0000013263812,"teacher_disagreement_score":0.663346,"about_ca_system_score_codex":0.00005140806,"about_ca_system_score_gemma":0.000013678931,"threshold_uncertainty_score":0.75822663},"labels":[],"label_agreement":null},{"id":"W2391055907","doi":"","title":"Design of a Monitor System in Automobile Based on Hi3510","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Debugging; Flow chart; Embedded system; Data flow diagram; Function (biology); Software; Chart; Computer hardware; Operating system; Real-time computing; Engineering drawing; Database","score_opus":0.013289419705661602,"score_gpt":0.20110208816256545,"score_spread":0.18781266845690384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391055907","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067483005,0.00010376993,0.99106526,0.000005429225,0.000024897512,0.00088608166,0.000010638723,0.00027950667,0.0008760936],"genre_scores_gemma":[0.88933086,0.0000034338482,0.10971662,0.000014321184,0.000073546464,0.0007929911,0.000005600778,0.00002626914,0.000036381953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927706,0.00003017249,0.00029413166,0.00015984611,0.00008792685,0.00015085108],"domain_scores_gemma":[0.9995387,0.00008149506,0.000035544133,0.0002726441,0.000030296265,0.00004130253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009606932,0.00011952101,0.0001931685,0.00015917073,0.00004102202,0.000007564528,0.00016928164,0.000070232236,0.000004813264],"category_scores_gemma":[1.421777e-7,0.00012256233,0.000040677805,0.00027331192,0.000019631738,0.000029262803,0.000009148157,0.00009089576,0.00007716378],"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":[0.00000942608,0.00014376426,0.00029393993,0.00032482482,0.000018329456,0.000009382078,0.00042207204,0.943607,0.04366044,0.00039497786,0.0036301613,0.007485714],"study_design_scores_gemma":[0.0005009572,0.00004224629,0.0013606744,0.00011849529,0.0000049624573,0.000022164844,0.000027813263,0.9622537,0.018368034,0.000013032584,0.01707776,0.00021017257],"about_ca_topic_score_codex":0.000013458583,"about_ca_topic_score_gemma":5.771271e-7,"teacher_disagreement_score":0.88258255,"about_ca_system_score_codex":0.000091389506,"about_ca_system_score_gemma":0.000021061784,"threshold_uncertainty_score":0.49979463},"labels":[],"label_agreement":null},{"id":"W2391108827","doi":"","title":"The Design and Implementation of FPGA Based on the PCI Bus Hight Resolution InkJet Print","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field-programmable gate array; Computer science; PCI Express; Conventional PCI; Embedded system; Computer hardware; Computer architecture; Medicine","score_opus":0.017000874365397677,"score_gpt":0.22525082440343475,"score_spread":0.20824995003803706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391108827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010438738,0.00016487417,0.98759633,0.00038200396,0.000016119042,0.0010765328,0.000006954376,0.00007511697,0.00024333593],"genre_scores_gemma":[0.9547299,0.00007204633,0.04424382,0.00009303876,0.00008068013,0.00072429905,0.000009981628,0.000018698733,0.000027522652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993997,0.000055193686,0.00021659923,0.000118146796,0.00008810201,0.00012226064],"domain_scores_gemma":[0.9994096,0.00022363079,0.000048214202,0.00025244162,0.00004073349,0.000025392203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023064738,0.00009040729,0.00007820834,0.00003720098,0.00027792933,0.000024158679,0.00014490771,0.0000336792,0.0000051392185],"category_scores_gemma":[3.974516e-7,0.00005813629,0.000028171533,0.00013635877,0.000050398645,0.000028094903,0.00001769809,0.00007771915,0.000012067722],"study_design_candidate":"not_applicable","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":[0.00006502754,0.00023859204,0.00094157335,0.00026478054,0.00026997962,0.000003578727,0.005844469,0.2922328,0.17721768,0.057860628,0.15214854,0.31291234],"study_design_scores_gemma":[0.0009697985,0.000119647615,0.017128414,0.000048813275,0.00003435121,0.000040668696,0.00023400091,0.35254934,0.099160634,0.0012527952,0.52806336,0.0003981403],"about_ca_topic_score_codex":0.000017960343,"about_ca_topic_score_gemma":0.000005596105,"teacher_disagreement_score":0.9442912,"about_ca_system_score_codex":0.000033020526,"about_ca_system_score_gemma":0.000018555038,"threshold_uncertainty_score":0.23707291},"labels":[],"label_agreement":null},{"id":"W2391331816","doi":"","title":"Design and Implement on PC104-Plus Bus Data Acquisition System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data acquisition; Embedded system; Computer hardware; System bus; Port (circuit theory); Bus; Set (abstract data type); Operating system; Control bus; Local bus; Electrical engineering; Programming language","score_opus":0.020233552708880536,"score_gpt":0.22849216052410323,"score_spread":0.2082586078152227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391331816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011263081,0.0003700543,0.99585927,0.000036927395,0.000029672818,0.0010035739,0.000066868175,0.00041134894,0.0010960068],"genre_scores_gemma":[0.7573703,0.000015336615,0.24061073,0.00007006644,0.00063676474,0.0006697057,0.00047731958,0.000056114033,0.000093667295],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991217,0.000027185188,0.00026307374,0.00030456076,0.00008961124,0.00019384922],"domain_scores_gemma":[0.99929845,0.000049971863,0.000034910958,0.0005429319,0.000025955875,0.0000477711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017342063,0.00014894315,0.00014611072,0.00007215651,0.00011935674,0.00009094954,0.00026127414,0.000056595884,0.000005600662],"category_scores_gemma":[4.4303288e-8,0.00014977418,0.00001761613,0.00011928974,0.000010663631,0.00008261631,0.000069107286,0.00006899419,0.0001174501],"study_design_candidate":"not_applicable","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":[0.000034995166,0.00023398634,0.000088484434,0.0012992193,0.00025100485,0.000021797567,0.00051613327,0.24770258,0.1361194,0.0838152,0.39014676,0.13977042],"study_design_scores_gemma":[0.00090090116,0.000049113067,0.0010511026,0.00010955297,0.00005324165,0.00011670039,0.00007085765,0.54127944,0.0056470274,0.00044345896,0.44972098,0.00055761554],"about_ca_topic_score_codex":0.000036155496,"about_ca_topic_score_gemma":0.000003413777,"teacher_disagreement_score":0.756244,"about_ca_system_score_codex":0.0001045645,"about_ca_system_score_gemma":0.000010848769,"threshold_uncertainty_score":0.61076134},"labels":[],"label_agreement":null},{"id":"W2391714172","doi":"","title":"Fast Algorithms Design forMultidimensional Walsh Transform","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Hadamard transform; Algorithm; Walsh function; S transform; Artificial intelligence; Wavelet transform; Mathematics; Discrete wavelet transform","score_opus":0.008057082992090566,"score_gpt":0.19494593830593293,"score_spread":0.18688885531384236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391714172","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034313742,0.00028903532,0.99351734,0.000052304327,0.000030989406,0.00080888736,0.00002693442,0.00048486097,0.004446535],"genre_scores_gemma":[0.107453585,0.000017057018,0.88971806,0.00008521974,0.00066381175,0.0010572574,0.000119278106,0.00007907344,0.0008066866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911237,0.000011304932,0.00029685235,0.00020693387,0.00010780361,0.00026476558],"domain_scores_gemma":[0.99963564,0.000044171396,0.000022071743,0.00019216255,0.00004488471,0.000061088875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009290383,0.00017533926,0.0001573771,0.0000798202,0.000118755874,0.00004844354,0.00016900641,0.00008635714,0.000020623083],"category_scores_gemma":[3.9851024e-8,0.00017302015,0.00007763522,0.00018144757,0.000020681382,0.00009899627,0.000012416307,0.00010639802,0.00026880286],"study_design_candidate":"not_applicable","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":[0.0000080193195,0.00024656748,0.00003967179,0.00013577667,0.00010495628,0.0000068254963,0.00036220622,0.17478488,0.18523312,0.0085922945,0.12658133,0.50390434],"study_design_scores_gemma":[0.00054734765,0.000020694082,0.0004553798,0.000021420092,0.000020478466,0.00006271768,0.000016666063,0.1637141,0.040098783,0.0031322488,0.7914495,0.00046070557],"about_ca_topic_score_codex":0.000029637482,"about_ca_topic_score_gemma":0.000006896764,"teacher_disagreement_score":0.6648681,"about_ca_system_score_codex":0.00005518467,"about_ca_system_score_gemma":0.000013462409,"threshold_uncertainty_score":0.7055557},"labels":[],"label_agreement":null},{"id":"W2391969400","doi":"","title":"Research for the CAN Controller Driver in Linux","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Controller (irrigation); Process (computing); Embedded system; Operating system; Computer hardware","score_opus":0.05249088314633076,"score_gpt":0.29497515448970035,"score_spread":0.24248427134336958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391969400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069440412,0.00078323093,0.988057,0.00047746516,0.000029064,0.002313877,0.000020077354,0.00012224131,0.0012529801],"genre_scores_gemma":[0.9764693,0.000072082345,0.01863039,0.000104038714,0.00039139047,0.0036665571,0.000008026099,0.000030041541,0.0006281956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993687,0.000021794232,0.00016767146,0.00013672729,0.00007908492,0.00022596706],"domain_scores_gemma":[0.9993899,0.0003010482,0.000010083347,0.00019224998,0.000073410134,0.000033317512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024258113,0.000072622264,0.00010396265,0.000087604305,0.00019797811,0.00002255353,0.00023390757,0.00005191295,0.000005056919],"category_scores_gemma":[4.4912096e-7,0.000056413082,0.00004247327,0.0002513181,0.000048710397,0.000022957012,0.00002151187,0.00016396926,0.000058340716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036521687,0.00027688348,0.0015478557,0.00021495111,0.00025957567,0.000009251158,0.010807553,0.119699456,0.05308987,0.026066458,0.626215,0.16177666],"study_design_scores_gemma":[0.0005704725,0.000009827866,0.0033337171,0.000008881671,0.0000033417464,0.00001286451,0.000069064474,0.0670493,0.0006936472,0.0005331694,0.9276055,0.00011022555],"about_ca_topic_score_codex":0.00005028571,"about_ca_topic_score_gemma":0.000072571864,"teacher_disagreement_score":0.9695252,"about_ca_system_score_codex":0.000051984192,"about_ca_system_score_gemma":0.000020644353,"threshold_uncertainty_score":0.23004587},"labels":[],"label_agreement":null},{"id":"W2392235850","doi":"","title":"Design of USB Interface Based on TM1300","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USB; Computer science; Host controller interface; USB hub; Embedded system; Interface (matter); eXtensible Host Controller Interface (xHCI); Computer hardware; Host (biology); Scheme (mathematics); Operating system; Chip; PC Card; PCI Express; PCI configuration space; Software; Field-programmable gate array","score_opus":0.008454298971963049,"score_gpt":0.20418731993386488,"score_spread":0.19573302096190184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392235850","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008984974,0.000112915244,0.9953927,0.00002175544,0.000017393964,0.0004918302,0.00000950955,0.00019741198,0.0028579812],"genre_scores_gemma":[0.767026,0.0000015652795,0.23241016,0.00003718136,0.00011391199,0.0002320682,0.000012122048,0.000030123836,0.00013686153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941236,0.000018003137,0.00023120009,0.00014059719,0.000068741116,0.00012913001],"domain_scores_gemma":[0.99959356,0.00006715412,0.000032342366,0.00024901,0.00003219718,0.00002572313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074751275,0.00011216582,0.00013024577,0.00008471111,0.000031610572,0.00001859054,0.00016648124,0.00005326309,0.00001728293],"category_scores_gemma":[8.2714074e-8,0.00011332636,0.00004051761,0.00016203169,0.000017585504,0.00002619344,0.000009849096,0.00007044984,0.0001116413],"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":[0.0000034827203,0.00006796583,0.000024215024,0.000051116192,0.000009916591,3.3847107e-7,0.00004388379,0.85168254,0.1259484,0.0007434605,0.014784956,0.0066397046],"study_design_scores_gemma":[0.00039545484,0.000046224595,0.00048618534,0.0000547813,0.000013086002,0.000004043227,0.000005703326,0.68985665,0.14842449,0.00051851553,0.15992217,0.0002727259],"about_ca_topic_score_codex":0.00001569942,"about_ca_topic_score_gemma":0.0000012319869,"teacher_disagreement_score":0.7661275,"about_ca_system_score_codex":0.000031687865,"about_ca_system_score_gemma":0.000009707966,"threshold_uncertainty_score":0.46213147},"labels":[],"label_agreement":null},{"id":"W2393066505","doi":"","title":"Application of Modbus Protocol in Temperature Control System of Hot Roll","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modbus; Computer science; Supervisor; Protocol (science); Frame (networking); Embedded system; RS-485; Interface (matter); Communications protocol; Operating system; Control (management); Computer network","score_opus":0.003192825568257015,"score_gpt":0.20810100540469412,"score_spread":0.2049081798364371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393066505","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031219963,0.00005846245,0.9443689,0.000019766798,0.0000074070344,0.050707005,0.000025307923,0.00017930265,0.0015118789],"genre_scores_gemma":[0.93267435,5.5273e-7,0.013123356,0.00001657273,0.00006731771,0.0540837,0.000009759427,0.000015300728,0.000009085249],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905753,0.000022125501,0.0005126582,0.00017493947,0.000091343354,0.00014139687],"domain_scores_gemma":[0.9994371,0.000023822537,0.0001014339,0.0003204461,0.00007985326,0.000037325757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012267432,0.0001330856,0.0002927629,0.0001444309,0.000020517064,0.000011445439,0.00021520439,0.00011577017,0.0000011661866],"category_scores_gemma":[1.694252e-7,0.00013079574,0.000059454156,0.00037427185,0.000015171806,0.000053179698,0.0000072649805,0.00009649831,0.0000097636],"study_design_candidate":"bench_or_experimental","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":[0.000045686636,0.0002691956,0.0005077625,0.0011942415,0.00004493848,8.9948765e-7,0.00037969023,0.17651865,0.76671195,0.009417676,0.0008939331,0.04401539],"study_design_scores_gemma":[0.010188039,0.00036515453,0.05815824,0.00090672605,0.00008816163,0.00007714608,0.00027076388,0.6145509,0.2119569,0.0020816023,0.0998892,0.0014672118],"about_ca_topic_score_codex":0.000014311626,"about_ca_topic_score_gemma":0.000003724423,"teacher_disagreement_score":0.9312455,"about_ca_system_score_codex":0.000053010495,"about_ca_system_score_gemma":0.000014714768,"threshold_uncertainty_score":0.53336954},"labels":[],"label_agreement":null},{"id":"W2393789190","doi":"","title":"Application Of μC/OS In Evacuate Sewage System","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Sewage; Control system; PID controller; Control (management); Control engineering; Artificial intelligence; Environmental science; Temperature control; Electrical engineering; Environmental engineering","score_opus":0.002606195251632143,"score_gpt":0.17437505693493027,"score_spread":0.17176886168329814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393789190","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013191953,0.0003164567,0.9767012,0.000011844814,0.000016110233,0.0009264635,0.000021050118,0.00029429456,0.0085206535],"genre_scores_gemma":[0.97247934,0.000003056087,0.02645441,0.0000066362827,0.00013363284,0.0008006347,0.00004179556,0.000027670354,0.000052848438],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912757,0.000016800494,0.0004241229,0.00018655173,0.00007947952,0.00016548249],"domain_scores_gemma":[0.9995531,0.000027204162,0.00005865433,0.0002934394,0.000040069906,0.000027567798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114020906,0.00012374617,0.00019045043,0.0001356153,0.000030025356,0.000017020415,0.00018898523,0.000076630306,0.0000018709976],"category_scores_gemma":[5.6880488e-8,0.00013371531,0.00004727559,0.00035135186,0.000016394535,0.000052395793,0.000019550445,0.00008050505,0.00009548336],"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":[0.000007787185,0.00027875326,0.0038655445,0.0018612299,0.00006181198,0.0000039763654,0.0004961539,0.18667771,0.62199605,0.07650881,0.011365389,0.09687681],"study_design_scores_gemma":[0.001594092,0.000030292755,0.028005527,0.00023851413,0.000052457282,0.00007440099,0.0001866158,0.5637433,0.062647656,0.0026125228,0.33980152,0.001013117],"about_ca_topic_score_codex":0.0001577511,"about_ca_topic_score_gemma":0.000034337674,"teacher_disagreement_score":0.95928735,"about_ca_system_score_codex":0.000087838605,"about_ca_system_score_gemma":0.000008324462,"threshold_uncertainty_score":0.5452752},"labels":[],"label_agreement":null},{"id":"W2394056580","doi":"","title":"Ethernet Data Transmission System Design Based on S3C4510 Under Special Condition that Multiple Ethernet Ports with same IP Address","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Carrier Ethernet; Ethernet over SDH; Synchronous Ethernet; ATA over Ethernet; Ethernet; Ethernet over PDH; Computer network; Ethernet Powerlink; Connection-oriented Ethernet; Ethernet flow control; Embedded system; Frame (networking); Software; Operating system","score_opus":0.05264637159791809,"score_gpt":0.23496607728063218,"score_spread":0.1823197056827141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394056580","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017734488,0.00013543088,0.994322,0.000052389227,0.000045910867,0.0015636019,0.00018530176,0.0005494217,0.0013725029],"genre_scores_gemma":[0.87383497,0.000014896423,0.12310566,0.00019763122,0.0010094112,0.000523744,0.0009966372,0.00013091075,0.00018614704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984742,0.00009670201,0.0003216459,0.000528791,0.00027497718,0.0003037011],"domain_scores_gemma":[0.99871635,0.00017604705,0.0000846919,0.0008301159,0.00004992099,0.00014284333],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002093229,0.00030778346,0.0002952676,0.0001208865,0.00020889805,0.000060698607,0.00048379187,0.00017633209,0.000058123158],"category_scores_gemma":[2.107589e-7,0.00026908275,0.000053432086,0.00021032215,0.000057720445,0.00014811105,0.000025221809,0.0002377793,0.00014073709],"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":[0.00021382724,0.0005062047,0.00046709136,0.00067296915,0.00027423498,0.000089940484,0.0019768788,0.8010233,0.017740382,0.0010585978,0.12936367,0.046612926],"study_design_scores_gemma":[0.0019045492,0.000105471685,0.0023030017,0.00037886034,0.00006798458,0.00020680344,0.0001632824,0.70029455,0.008138245,0.000054558415,0.28558716,0.0007955291],"about_ca_topic_score_codex":0.000047731908,"about_ca_topic_score_gemma":0.000017223514,"teacher_disagreement_score":0.8720615,"about_ca_system_score_codex":0.000119557684,"about_ca_system_score_gemma":0.000059443802,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W2394316354","doi":"","title":"Data Acquisition System Design of Mini Navigation Computer based FPGA","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Field-programmable gate array; FIFO (computing and electronics); VHDL; Embedded system; FPGA prototype; Digital signal processing; Interface (matter); Computer hardware; Controller (irrigation); Operating system","score_opus":0.018271877001794862,"score_gpt":0.2227969679384078,"score_spread":0.20452509093661295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394316354","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011732213,0.00019601888,0.9967453,0.000015427911,0.000050932835,0.00087125547,0.00020027395,0.0004210366,0.00032656486],"genre_scores_gemma":[0.4723533,0.0000011897927,0.5257698,0.000021191514,0.00047489195,0.00020170635,0.0011266245,0.00003657213,0.00001467956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988909,0.000047304544,0.00046316857,0.00029180318,0.0001317448,0.00017511207],"domain_scores_gemma":[0.99900514,0.00008102102,0.00009347899,0.00069530215,0.000085229825,0.00003985591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187249,0.00016239093,0.00020968252,0.0001014016,0.000071715236,0.000049060138,0.0004401679,0.00009535628,0.0000058022288],"category_scores_gemma":[5.9545822e-8,0.00017356509,0.000042849824,0.00025680033,0.000026665497,0.00013630165,0.000050146016,0.000074477015,0.000074780335],"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":[0.0000110394785,0.0001873846,0.00011185514,0.001204086,0.00007781075,0.0000045380652,0.00008644914,0.7776059,0.11409593,0.0032028914,0.07186123,0.031550877],"study_design_scores_gemma":[0.00033442705,0.000017412596,0.00055204704,0.00012951125,0.000029269839,0.000018646879,0.000010476491,0.95263666,0.010840868,0.00008067361,0.035134383,0.0002156346],"about_ca_topic_score_codex":0.000025740927,"about_ca_topic_score_gemma":0.0000012657254,"teacher_disagreement_score":0.47118008,"about_ca_system_score_codex":0.00006701862,"about_ca_system_score_gemma":0.000020531443,"threshold_uncertainty_score":0.70777786},"labels":[],"label_agreement":null},{"id":"W2544541125","doi":"10.1109/icresh.2010.5779528","title":"A Commercial-Off-the-Shelf(COTS) dedication of a QNX real time operating system (RTOS)","year":2010,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":6,"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":"Real-time operating system; Benchmarking; Embedded system; Operating system; Computer science","score_opus":0.00690689531977636,"score_gpt":0.2056440283056931,"score_spread":0.19873713298591672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544541125","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":[0.7119366,0.00013331801,0.0153166065,0.00015277824,0.00095639826,0.0011786397,0.000018065435,0.0010310095,0.26927656],"genre_scores_gemma":[0.9968639,0.00000668113,0.0021179158,0.000015940295,0.00025338423,0.000066082306,0.000007129362,0.000032608128,0.0006363413],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990887,0.000047152025,0.00038939316,0.00012083542,0.00017270191,0.00018119381],"domain_scores_gemma":[0.9993241,0.00010616857,0.00005700594,0.0003809377,0.000068239955,0.00006355924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005432356,0.00012645657,0.00021711428,0.00004794578,0.00008763264,0.0000370761,0.00021257736,0.00012224664,0.000101147445],"category_scores_gemma":[0.000027140566,0.0000919667,0.000057292662,0.00013779075,0.00003115734,0.00009264186,0.000022955863,0.00019814963,0.00018785948],"study_design_candidate":"bench_or_experimental","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":[0.0000065128766,0.000039112878,0.0011788402,0.0004969364,0.00010517886,0.0000047785425,0.0019368568,0.0020439643,0.9367299,0.027325716,0.015151867,0.014980319],"study_design_scores_gemma":[0.00085910567,0.00009125485,0.004760783,0.00031935802,0.00007152302,0.00009232982,0.0011098221,0.9342131,0.048071086,0.000040123276,0.009777895,0.00059360574],"about_ca_topic_score_codex":0.00025400435,"about_ca_topic_score_gemma":0.00010770213,"teacher_disagreement_score":0.93216914,"about_ca_system_score_codex":0.000026869599,"about_ca_system_score_gemma":0.000021886843,"threshold_uncertainty_score":0.3750293},"labels":[],"label_agreement":null},{"id":"W2571422107","doi":"","title":"Self-Organization of Inter-Domain Routing System","year":2006,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; Border Gateway Protocol; Domain (mathematical analysis); Routing (electronic design automation); Routing protocol; Scalability; Inter-domain; Default-free zone; Convergence (economics); Distributed computing; Self-organization; Hierarchical routing; Computer network; The Internet; Stability (learning theory); Static routing; Artificial intelligence; Machine learning; World Wide Web; Database","score_opus":0.0035670481485943054,"score_gpt":0.16180139263892265,"score_spread":0.15823434449032836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571422107","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":[0.17115672,0.000051279472,0.6740686,0.0000044634057,0.00028269633,0.00013639513,0.0000018763673,0.0010414144,0.1532565],"genre_scores_gemma":[0.99422634,5.265936e-7,0.005459625,0.0000015397935,0.00009038838,0.0000016878842,0.0000036852316,0.000022729806,0.00019348493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995404,0.00001374974,0.0002335581,0.000060282164,0.000059541293,0.000092505106],"domain_scores_gemma":[0.99980295,0.000013814297,0.000027730866,0.000101438935,0.000039708586,0.000014343753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010611106,0.00006485049,0.000110658075,0.000042369087,0.00001661333,0.000012902993,0.000051888248,0.000044373766,0.000017917811],"category_scores_gemma":[0.0000026453372,0.000059237,0.000019067387,0.00016725471,0.000003196546,0.00004967402,0.0000075993403,0.0000303764,0.000032568994],"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":[0.0000033487565,0.00012240594,0.059224363,0.004892052,0.00023392358,0.000029375013,0.0032208394,0.047399234,0.25038648,0.613585,0.019955652,0.00094735937],"study_design_scores_gemma":[0.001914268,0.00009841266,0.008146021,0.0009834125,0.00009040047,0.00016680114,0.008096905,0.589014,0.38350442,0.00046303542,0.0061476966,0.0013746099],"about_ca_topic_score_codex":0.000056454304,"about_ca_topic_score_gemma":0.000007127696,"teacher_disagreement_score":0.82306963,"about_ca_system_score_codex":0.0000518858,"about_ca_system_score_gemma":0.0000037488517,"threshold_uncertainty_score":0.24156147},"labels":[],"label_agreement":null},{"id":"W2613908248","doi":"10.23977/cpcs.2016.11005","title":"Design and Implementation of a High Performance Event-Driven WebSocket","year":2016,"lang":"en","type":"article","venue":"Computing Performance and Communication systems","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Computer science; Server; Event (particle physics); Computer network; Node (physics); The Internet; Operating system; World Wide Web","score_opus":0.019121813945775362,"score_gpt":0.24897832728700547,"score_spread":0.2298565133412301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613908248","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":[0.93705285,0.0012334887,0.061059926,0.000023402168,0.000112421665,0.00029971427,0.000002408115,0.00009051471,0.00012525475],"genre_scores_gemma":[0.99595386,0.002046376,0.0018829324,0.0000048875877,0.0000329062,0.000025437941,0.0000037650027,0.00001744884,0.000032401575],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912333,0.00008274314,0.00041040868,0.00011572746,0.00011282616,0.00015495032],"domain_scores_gemma":[0.9992897,0.00012061899,0.00013617905,0.00034441482,0.0000680282,0.00004106354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005030313,0.00012246352,0.00021190532,0.00007813896,0.0001437274,0.000033438824,0.00016176757,0.000053983047,0.0000037796683],"category_scores_gemma":[0.0000023510654,0.000094692055,0.000013599333,0.00009928803,0.0000495691,0.00024170995,0.00006315336,0.00006406202,0.000006317761],"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":[0.00006122977,0.000051173727,0.17431171,0.0028101797,0.00029756574,7.718878e-7,0.009926743,0.124350406,0.037038732,0.003716537,0.0023396432,0.6450953],"study_design_scores_gemma":[0.0011711062,0.00018770045,0.061494984,0.0012333159,0.000022392009,0.000040323197,0.0008728553,0.92771256,0.0059784683,0.00001527821,0.00095344987,0.00031756112],"about_ca_topic_score_codex":0.00003235958,"about_ca_topic_score_gemma":0.0000017513835,"teacher_disagreement_score":0.8033622,"about_ca_system_score_codex":0.000030995165,"about_ca_system_score_gemma":0.000013989108,"threshold_uncertainty_score":0.386143},"labels":[],"label_agreement":null},{"id":"W2734717541","doi":"10.23977/jeis.2017.21002","title":"A Method of Remote Multi-Machine Program Update Based on Wi-Fi Wireless LAN and CAN Bus","year":2017,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wireless lan; Field bus; Wireless; Remote control; Computer network; Field (mathematics); Wireless LAN controller; Embedded system; Local area network; Wireless network; Real-time computing; Wi-Fi array; Computer hardware; Telecommunications; Control system; Engineering; Electrical engineering","score_opus":0.01275814938101236,"score_gpt":0.2920377918144872,"score_spread":0.2792796424334748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734717541","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":[0.47333986,0.0005932672,0.52216417,0.0004814441,0.00028175482,0.0003851517,0.000016651726,0.000037286303,0.0027003952],"genre_scores_gemma":[0.9685436,0.00031584396,0.03107655,0.0000456666,0.000010869461,5.602388e-7,6.0327886e-7,0.0000031765503,0.0000031166285],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921817,0.000011266349,0.0003220427,0.00004301414,0.00024937163,0.00015612037],"domain_scores_gemma":[0.99923897,0.000018559402,0.0003447242,0.00013583346,0.00017932046,0.00008261089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013527322,0.000070018286,0.00015164427,0.00017129035,0.00016181963,0.00019447228,0.00019166594,0.000030030233,0.0000010657542],"category_scores_gemma":[0.000063748834,0.000052170406,0.000022683946,0.000106876425,0.00007108776,0.0012953099,0.000014674125,0.00015592699,3.113474e-7],"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":[0.00006118304,0.000036434292,0.00046156667,0.0001975893,0.000025674193,0.0000025812203,0.0011549596,0.014763672,0.015219405,0.0047164764,0.00009195278,0.9632685],"study_design_scores_gemma":[0.0005199856,0.00027901214,0.0022019683,0.000065932036,0.000006539194,0.000038737013,0.000030803632,0.9850226,0.005452999,0.000056121986,0.0062547023,0.000070578164],"about_ca_topic_score_codex":0.000016174272,"about_ca_topic_score_gemma":0.000014077888,"teacher_disagreement_score":0.97025895,"about_ca_system_score_codex":0.000037903123,"about_ca_system_score_gemma":0.00011063971,"threshold_uncertainty_score":0.21274474},"labels":[],"label_agreement":null},{"id":"W2909716633","doi":"10.3166/jesa.51.333-345","title":"Modeling and application of an embedded real-time system based on real-time colored Petri net","year":2018,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Colored; Computer science; Petri net; Real-time computing; Net (polyhedron); Stochastic Petri net; Embedded system; Distributed computing; Mathematics","score_opus":0.01114801449745584,"score_gpt":0.233918309055688,"score_spread":0.22277029455823216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909716633","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":[0.9134276,0.00012952312,0.06818096,0.000009534227,0.0002806441,0.00062536256,0.000039541566,0.0010330403,0.016273808],"genre_scores_gemma":[0.98591655,0.000050123534,0.013257523,0.000008411799,0.00045148598,0.000023271792,0.0000146322345,0.00012947219,0.0001485283],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99727964,0.0003709056,0.0010653455,0.0003252047,0.00052335416,0.00043556053],"domain_scores_gemma":[0.99834275,0.0001366104,0.00034072454,0.0005337261,0.0003319763,0.00031421633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011498434,0.0003637999,0.0006933805,0.00038876943,0.0002776856,0.00019129647,0.00031012148,0.00018854867,0.000043549637],"category_scores_gemma":[0.000052624328,0.00032870824,0.0001127972,0.00038652754,0.00010209334,0.00034298253,0.000028124396,0.0002248208,0.0001519186],"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":[0.0002573852,0.0001643372,0.00019358509,0.0020114887,0.00029406458,0.00012278004,0.0021694256,0.5918342,0.36137465,0.0012058495,0.0017557315,0.038616527],"study_design_scores_gemma":[0.0007083956,0.0005686006,0.0034211522,0.0007153434,0.00006681025,0.00034717273,0.00018023077,0.99230635,0.0012324444,0.000109302564,0.00002707554,0.00031711475],"about_ca_topic_score_codex":0.000120384706,"about_ca_topic_score_gemma":0.0000082114875,"teacher_disagreement_score":0.40047216,"about_ca_system_score_codex":0.0002839117,"about_ca_system_score_gemma":0.00006928942,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W2909773799","doi":"10.4095/212177","title":"A Palm-based digital field-data capture system","year":2001,"lang":"en","type":"report","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Palm; Field (mathematics); Computer science; Environmental science; Mathematics; Physics","score_opus":0.04875264224152595,"score_gpt":0.2544843402152238,"score_spread":0.20573169797369786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909773799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029704155,0.0023460854,0.06745459,0.000018197408,0.0028311075,0.00040254233,0.000525405,0.0014497018,0.9249427],"genre_scores_gemma":[0.9189013,0.00039122277,0.00072642486,0.000073929106,0.003676994,0.00009638539,0.0032336765,0.00041394765,0.07248608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997831,0.000016930453,0.0005920503,0.0004759341,0.00069166196,0.00039242936],"domain_scores_gemma":[0.99775606,0.00012116221,0.000095858006,0.0017384677,0.00013963708,0.00014879875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031921666,0.00046001488,0.00068230706,0.000165339,0.000037003843,0.00023835112,0.0006705396,0.0008117649,0.00022596127],"category_scores_gemma":[0.00007762591,0.00038400287,0.00016161537,0.00018290203,0.000010131134,0.00015850176,0.000076381366,0.00051491614,0.00024937897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032041887,0.000014254524,0.00023949172,0.0031996062,0.00020820113,0.00053606956,0.000019562318,0.0013438743,0.000006152458,0.000040654246,0.988998,0.0053909593],"study_design_scores_gemma":[0.00017771326,0.000023200828,0.000009949143,0.0009257094,0.00007046642,0.0003195887,0.00013652864,0.03634525,0.000024684636,0.000002148389,0.9613447,0.00062003755],"about_ca_topic_score_codex":0.00061425305,"about_ca_topic_score_gemma":0.00012441461,"teacher_disagreement_score":0.91887164,"about_ca_system_score_codex":0.00027330907,"about_ca_system_score_gemma":0.00033084565,"threshold_uncertainty_score":0.9998612},"labels":[],"label_agreement":null},{"id":"W3096903197","doi":"10.33012/2020.17547","title":"Allystar Lowest Power and Size Single-chip Dual-frequency RTK","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"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":"GNSS applications; Chipset; Chip; Computer science; Geodetic datum; System on a chip; Electrical engineering; Telecommunications; Embedded system; Engineering; Global Positioning System","score_opus":0.018085579759370092,"score_gpt":0.24065008229742668,"score_spread":0.2225645025380566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096903197","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":[0.94528604,0.0013399796,0.000040062452,0.008533642,0.002069983,0.0013936278,0.00044714025,0.001157311,0.03973219],"genre_scores_gemma":[0.9764591,0.0014520289,0.020045493,0.00067359663,0.0007261521,0.000060094706,0.000040474093,0.00028823223,0.00025486722],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9899431,0.00005610564,0.0035901417,0.0017244159,0.003560036,0.0011262305],"domain_scores_gemma":[0.9925655,0.0014941652,0.0021609815,0.00056365045,0.002651352,0.00056433503],"candidate_categories":["metaresearch","metaepi_narrow","open_science"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00253596,0.0013134446,0.0014953965,0.0004233998,0.00042874622,0.00057782297,0.005487727,0.00089194404,0.00009888507],"category_scores_gemma":[0.012744764,0.0009869286,0.0012253331,0.0015501464,0.0009788402,0.0010644093,0.0033051516,0.002077649,0.000018883782],"study_design_candidate":"bench_or_experimental","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":[0.00019765069,0.0006099058,0.02985692,0.00059741637,0.0004497182,0.000006503124,0.0005029442,0.0002170243,0.94780314,0.013254602,0.0016049816,0.0048992094],"study_design_scores_gemma":[0.006059994,0.0019234688,0.6529548,0.025841922,0.0009251396,0.000639926,0.0035216233,0.0051620104,0.17186697,0.045487206,0.07937332,0.0062435917],"about_ca_topic_score_codex":0.000046205667,"about_ca_topic_score_gemma":0.00002388144,"teacher_disagreement_score":0.7759361,"about_ca_system_score_codex":0.00047645892,"about_ca_system_score_gemma":0.000063479965,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W3168673137","doi":"10.23977/jeis.2020.51001","title":"Design of data acquisition and transmission system for BOTDA","year":2020,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data acquisition; Computer science; USB; Computer hardware; Debugging; Field-programmable gate array; Interface (matter); Data transmission; Transmission (telecommunications); Embedded system; Real-time computing; Software; Operating system","score_opus":0.03123681013690042,"score_gpt":0.24955554757601472,"score_spread":0.2183187374391143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168673137","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":[0.011290879,0.0011823464,0.98715353,0.000089046334,0.000040138668,0.000110198685,0.0000048959273,0.000007731975,0.00012122541],"genre_scores_gemma":[0.9905488,0.00058511907,0.00880734,0.00003128627,0.000023088121,5.9157213e-7,0.000001322551,0.000002091535,3.543503e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993641,0.000006731583,0.00033134426,0.000036600344,0.0001712654,0.00008996995],"domain_scores_gemma":[0.9995599,0.000029419907,0.00014339341,0.000055263885,0.00014120889,0.00007085192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096584996,0.000041637064,0.00010609952,0.00007662194,0.000051397812,0.00005958619,0.00014798917,0.000021420155,6.997786e-7],"category_scores_gemma":[0.000019948116,0.0000322181,0.000010001452,0.0001608452,0.00002473488,0.0035521637,0.000010470469,0.000053022006,1.8304509e-7],"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":[0.00034663265,0.000016393611,0.000043666718,0.0029492339,0.000062377956,0.0000011953193,0.008980542,0.095639445,0.67494005,0.028533371,0.0028292614,0.18565781],"study_design_scores_gemma":[0.00033948023,0.00030335682,0.000041118525,0.00006521863,0.000010559579,0.00003872801,0.0002489029,0.9826374,0.010638505,0.00004808583,0.0055806222,0.000047996786],"about_ca_topic_score_codex":2.3370478e-7,"about_ca_topic_score_gemma":1.5719149e-8,"teacher_disagreement_score":0.97925794,"about_ca_system_score_codex":0.000021949472,"about_ca_system_score_gemma":0.00008321106,"threshold_uncertainty_score":0.2575233},"labels":[],"label_agreement":null},{"id":"W4205424609","doi":"10.18280/ejee.230203","title":"Design of New Duty-Cycle Modulator Structures for Industrials Applications, an Alternative to Pulse-Width Modulation","year":2021,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duty cycle; Pulse-width modulation; Modulation (music); Pulse (music); Computer science; Telecommunications; Engineering; Physics; Electrical engineering; Acoustics; Voltage","score_opus":0.03278249708394166,"score_gpt":0.24746824355993208,"score_spread":0.21468574647599042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205424609","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027955748,0.0005120869,0.97087246,0.000021185235,0.00022285491,0.00030241357,0.0000049389414,0.00004687669,0.00006145313],"genre_scores_gemma":[0.9057602,0.000020678855,0.093196206,0.000013985432,0.0009054322,0.0000051834936,0.000003556591,0.00006855798,0.000026156154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861264,0.000110604466,0.0006873108,0.00014355445,0.0002208007,0.00022507379],"domain_scores_gemma":[0.9990631,0.0001419039,0.0001503513,0.00017902466,0.0002176083,0.00024803166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059589726,0.00016641304,0.0003450728,0.00021686192,0.00002785753,0.00004415298,0.0002186863,0.000047071146,0.000012064344],"category_scores_gemma":[0.00024229425,0.00016339903,0.00009208375,0.0004156795,0.0000039808383,0.00016975879,0.000013252152,0.00022122679,0.0000023193124],"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":[0.000023498029,0.000017367196,0.0000049195587,0.000021545335,0.000073139825,0.000011097682,0.00012499983,0.83846194,0.134222,0.0005413081,0.0002808667,0.026217295],"study_design_scores_gemma":[0.0011061159,0.0005679232,0.00090238557,0.00008834794,0.000051415707,0.00008093371,0.000018569614,0.89754355,0.096238926,0.000673629,0.0024127914,0.00031541396],"about_ca_topic_score_codex":0.0000015063719,"about_ca_topic_score_gemma":1.0215853e-7,"teacher_disagreement_score":0.8778045,"about_ca_system_score_codex":0.00007838691,"about_ca_system_score_gemma":0.000060194943,"threshold_uncertainty_score":0.6663219},"labels":[],"label_agreement":null},{"id":"W4220814765","doi":"10.1155/2022/1786926","title":"Study on Abnormal Transmission of Date Frames Based on PT-CAN Bus","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":true,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SIGNAL (programming language); Transmission (telecommunications); Waveform; Decoy; Computer science; Battery (electricity); Mutation; Physics; Telecommunications; Biology; Genetics","score_opus":0.01178076511152513,"score_gpt":0.24014685558939824,"score_spread":0.22836609047787312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220814765","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":[0.98116857,0.00009302485,0.017689463,0.000044606328,0.0004485139,0.00024685584,0.00003642994,0.000029381863,0.00024313352],"genre_scores_gemma":[0.99850565,0.000014801392,0.0013475991,0.000026375621,0.00004145569,0.000010366324,0.000015257981,0.000026604628,0.000011871359],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986479,0.000056007484,0.00058180053,0.00009092194,0.00050737755,0.000115991956],"domain_scores_gemma":[0.99948484,0.00005945905,0.00021638226,0.00011662333,0.000061384766,0.00006129461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028253783,0.00012488064,0.0002599175,0.0002118334,0.00006139904,0.0000055200594,0.00011464017,0.0000285882,0.00005227031],"category_scores_gemma":[0.0000038302837,0.0001122212,0.00010883251,0.00019501695,0.0000071983486,0.00012316652,5.0299e-7,0.00031988582,4.911522e-7],"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":[0.00041482365,0.00025749783,0.0008549788,0.000050473518,0.000035654793,0.000080248254,0.0031709082,0.97653025,0.012292116,0.00004933356,0.00003481934,0.0062288917],"study_design_scores_gemma":[0.022997227,0.026856674,0.78704065,0.0011655587,0.00052027166,0.00004816849,0.03141401,0.034192227,0.081811704,0.0005253401,0.012033094,0.0013950804],"about_ca_topic_score_codex":0.0000028286643,"about_ca_topic_score_gemma":0.0000043502914,"teacher_disagreement_score":0.94233805,"about_ca_system_score_codex":0.000040657163,"about_ca_system_score_gemma":0.00002836576,"threshold_uncertainty_score":0.45762476},"labels":[],"label_agreement":null},{"id":"W4233041047","doi":"10.20431/2349-4050.0702003","title":"Design, Construction and Testing of JP Mini Radio Broadcast Transmitter and Audio Console","year":2020,"lang":"en","type":"article","venue":"International Journal of Innovative Research in Electronics and Communications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"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":"Transmitter; Computer science; Audio over Ethernet; Audio signal; Telecommunications; Embedded system; Digital audio; Speech coding","score_opus":0.13980963209790306,"score_gpt":0.35717891213691166,"score_spread":0.2173692800390086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233041047","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":[0.8171062,0.032939035,0.13610503,0.010720233,0.00010849053,0.00048838585,0.000027531381,0.000024479943,0.0024806599],"genre_scores_gemma":[0.9733389,0.0037356748,0.022841554,0.000030091507,0.00003516698,0.0000057854672,0.0000015592061,0.000008928692,0.0000023641028],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998947,0.00018289423,0.0004335087,0.00007307188,0.00022791332,0.00013560224],"domain_scores_gemma":[0.99815,0.00063573377,0.00010949485,0.000099742116,0.00095273403,0.000052308445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009730788,0.000070277354,0.00016607804,0.00027223752,0.000053314554,0.000047783036,0.00027614608,0.00004175712,0.000002515955],"category_scores_gemma":[0.0001689145,0.00006714722,0.000012154179,0.00048467316,0.0002764743,0.00015741818,0.00006681631,0.0005768117,1.8857277e-7],"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":[0.0003343421,0.00018728105,0.03579523,0.0002434105,0.0009864778,0.000037714155,0.010517023,0.0016092471,0.2866342,0.08247573,0.0008712037,0.58030814],"study_design_scores_gemma":[0.017319178,0.008008845,0.045338914,0.0045945286,0.00008811264,0.004802225,0.02122228,0.6431569,0.10655296,0.0680109,0.07898413,0.001921062],"about_ca_topic_score_codex":0.000011468764,"about_ca_topic_score_gemma":0.0000048551688,"teacher_disagreement_score":0.6415476,"about_ca_system_score_codex":0.00005972237,"about_ca_system_score_gemma":0.00012084761,"threshold_uncertainty_score":0.27381843},"labels":[],"label_agreement":null},{"id":"W4367593918","doi":"10.23977/acss.2023.070307","title":"Embedded and Single-chip System Development Mode","year":2023,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tarim University","keywords":"Computer science; Process (computing); Systems engineering; New product development; Embedded system; Manufacturing engineering; Risk analysis (engineering); Engineering; Business; Operating system","score_opus":0.022380184932261116,"score_gpt":0.2371523402614703,"score_spread":0.21477215532920918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367593918","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":[0.5338019,0.033658173,0.42411512,0.000010538065,0.0034086253,0.0008750975,0.000013933749,0.0012963123,0.0028202832],"genre_scores_gemma":[0.9966966,0.0002928553,0.0025976042,0.00000839206,0.00023257677,0.000077345074,0.0000062085437,0.000035347854,0.000053095948],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985807,0.000062219086,0.00052236125,0.0003055895,0.00018644967,0.0003426782],"domain_scores_gemma":[0.9994869,0.00015745133,0.000054844877,0.00016811812,0.000027610506,0.00010503024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048005,0.00022805457,0.0004241296,0.000195894,0.00007721716,0.00013186752,0.000107865264,0.00009029508,8.0043054e-7],"category_scores_gemma":[0.000002972988,0.00020587043,0.000023500173,0.0002587322,0.000024052577,0.00025084242,0.00005081174,0.00010095488,0.000020474568],"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":[0.000014805243,0.000029982819,0.0022676883,0.005423982,0.000106980035,0.00019140166,0.005869913,0.8673337,0.004459802,0.0038687403,0.0009702838,0.109462686],"study_design_scores_gemma":[0.00039453828,0.00004555209,0.000322243,0.0010117542,0.0000044420963,0.000069163114,0.00057593803,0.9903622,0.00030635408,0.00006184861,0.0065027326,0.00034322712],"about_ca_topic_score_codex":0.000011887159,"about_ca_topic_score_gemma":0.000015926724,"teacher_disagreement_score":0.46289468,"about_ca_system_score_codex":0.00005673863,"about_ca_system_score_gemma":0.0000096301255,"threshold_uncertainty_score":0.8395152},"labels":[],"label_agreement":null},{"id":"W4392088145","doi":"10.1007/978-981-99-8031-4_40","title":"The Design of Smart Cane SC+","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cane; Computer science; Biology; Food science","score_opus":0.015047410194961487,"score_gpt":0.19974016403262482,"score_spread":0.18469275383766334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392088145","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":[0.000014570726,0.4308418,0.47848636,0.00003702749,0.00625385,0.0013508503,0.000027098302,0.00020247877,0.08278598],"genre_scores_gemma":[0.95216846,0.009600553,0.0001352846,0.000025171239,0.0023434227,0.000098745804,0.000017225115,0.0003200341,0.03529108],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855214,0.000036395668,0.0006300424,0.00026932845,0.00020134701,0.00031073892],"domain_scores_gemma":[0.99863905,0.0007849569,0.00009913763,0.0003741999,0.000040270228,0.000062383915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006264389,0.00039564792,0.0006484948,0.00010690754,0.00006177615,0.00012942824,0.00017870363,0.00064958475,0.000007534214],"category_scores_gemma":[0.000014345523,0.00026098368,0.000095756106,0.00007070143,0.000073652285,0.00002146726,0.000030894058,0.000709137,0.000007751737],"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":[0.000013090246,0.0000013146719,0.0000109253515,0.00059242174,0.00018789769,0.000042761618,0.00014402144,0.9694447,0.000025918966,0.022008732,0.0022916126,0.005236589],"study_design_scores_gemma":[0.00013601613,0.00007925356,0.000002698362,0.002877536,0.00007377304,0.000073953786,0.000008032159,0.9003034,0.000009382993,0.005756291,0.090234354,0.0004452722],"about_ca_topic_score_codex":0.000096018055,"about_ca_topic_score_gemma":0.00026227155,"teacher_disagreement_score":0.9521539,"about_ca_system_score_codex":0.000068472466,"about_ca_system_score_gemma":0.000022638627,"threshold_uncertainty_score":0.99998426},"labels":[],"label_agreement":null},{"id":"W4399159844","doi":"10.23977/acss.2024.080312","title":"Design of a Multi-channel Data Acquisition and Storage Device Based on FPGA","year":2024,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field-programmable gate array; Computer science; Computer hardware; Embedded system; Channel (broadcasting); Data acquisition; Computer architecture; Operating system; Telecommunications","score_opus":0.05068119955367018,"score_gpt":0.281360137155359,"score_spread":0.23067893760168884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399159844","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":[0.0017464416,0.05680684,0.94007796,0.000006849273,0.00083160674,0.00034522815,0.000042059954,0.000098625605,0.00004441416],"genre_scores_gemma":[0.99321944,0.00056951545,0.0059539126,0.000022599677,0.00016074907,0.000026068732,0.00001385904,0.00002635627,0.0000074838213],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998912,0.0001065196,0.00035158274,0.00032591057,0.00014257462,0.00016144567],"domain_scores_gemma":[0.9992143,0.00038109883,0.0000382317,0.00029145082,0.000023194996,0.000051703228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334001,0.00017013901,0.00030829362,0.00015511866,0.000026663967,0.00009963203,0.00014617002,0.00007132204,0.0000017978327],"category_scores_gemma":[0.0000036881781,0.00014702685,0.000016107188,0.00015311016,0.000023984638,0.00037432095,0.00003777826,0.00010035773,0.0000026603059],"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":[0.0000095272135,0.000017997276,0.00001949786,0.0014499681,0.00001941699,0.00003723958,0.00029519043,0.9877958,0.0007270729,0.00007260721,0.00018752666,0.009368119],"study_design_scores_gemma":[0.00029633968,0.00010946732,0.000035791905,0.0015851988,0.000008104307,0.000014148057,0.000042649866,0.99686646,0.000113750415,0.000035656183,0.00073195604,0.0001605019],"about_ca_topic_score_codex":0.000017494529,"about_ca_topic_score_gemma":0.000004048427,"teacher_disagreement_score":0.991473,"about_ca_system_score_codex":0.000019735598,"about_ca_system_score_gemma":0.000011124441,"threshold_uncertainty_score":0.5995581},"labels":[],"label_agreement":null},{"id":"W4399530140","doi":"10.1109/ic3iot60841.2024.10550355","title":"Microcontroller-Based Auto Lock Ignition System for Vehicle Overload Prevention","year":2024,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Lock (firearm); Microcontroller; Computer science; Ignition system; Automotive engineering; Embedded system; Engineering; Mechanical engineering","score_opus":0.01300718146450428,"score_gpt":0.22840247231818558,"score_spread":0.2153952908536813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399530140","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":[0.012748846,0.0011944027,0.9645996,0.00004821197,0.0011629334,0.0011110273,0.00003940908,0.0022030098,0.016892578],"genre_scores_gemma":[0.9957724,0.0000018491958,0.0014630508,0.000014051602,0.00022315157,0.00026690745,0.000023108234,0.000041215826,0.0021942516],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932104,0.00001880446,0.0002334641,0.0001571558,0.00008963367,0.00017989601],"domain_scores_gemma":[0.9997225,0.00006979673,0.000013087334,0.000119837634,0.000031455816,0.00004334003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019067252,0.00011948983,0.00015128496,0.00008358363,0.000041616073,0.00010347739,0.00005135449,0.00008952346,0.000041990552],"category_scores_gemma":[0.0000036138977,0.00010720065,0.00013426447,0.000104109,0.0000047894932,0.00011066591,0.0000031344105,0.000057781188,0.00016614402],"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":[0.00009177667,0.000083039326,0.000024535057,0.011115463,0.00041561158,0.000029851468,0.00031796403,0.05355776,0.7909906,0.03163068,0.08626446,0.025478268],"study_design_scores_gemma":[0.00076103106,0.0000788442,0.000015153223,0.00045552765,0.000040014198,0.0000049729974,0.00007419627,0.9502944,0.031758867,0.00033424638,0.016008861,0.00017393842],"about_ca_topic_score_codex":0.000010395874,"about_ca_topic_score_gemma":0.000008468721,"teacher_disagreement_score":0.9830236,"about_ca_system_score_codex":0.0001263295,"about_ca_system_score_gemma":0.000023772856,"threshold_uncertainty_score":0.43715155},"labels":[],"label_agreement":null},{"id":"W4400681988","doi":"10.37665/631d5y77","title":"Condition Monitoring System: A Flexible Hybrid Electronics Approach for Sealed Container Applications","year":2024,"lang":"en","type":"article","venue":"Journal of Surface Mount Technology","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"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":"Container (type theory); Electronics; Computer science; Engineering; Embedded system; Electrical engineering; Mechanical engineering","score_opus":0.01021126746742541,"score_gpt":0.2465199376850915,"score_spread":0.2363086702176661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400681988","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":[0.08323047,0.020185873,0.8937537,0.00015496099,0.00059266813,0.0006196157,0.000025629055,0.00087974576,0.0005573383],"genre_scores_gemma":[0.98596483,0.0001921032,0.013229325,0.000002606589,0.00030377842,0.00011505712,0.0000064200367,0.00005181217,0.00013403916],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998914,0.000014331959,0.0004950784,0.00014199696,0.00014498898,0.00028962857],"domain_scores_gemma":[0.99942565,0.00006433396,0.00010285351,0.0001804927,0.00017668484,0.000050009803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042355378,0.00015459779,0.0003385677,0.00032585466,0.000066862645,0.000063122905,0.00020506073,0.00017746464,0.0000020696534],"category_scores_gemma":[0.000009942328,0.00013921136,0.0001135618,0.00035562154,0.00003067247,0.00015193193,0.000012429959,0.00041647695,0.000009614894],"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":[0.000059795762,0.00011124452,0.00039472152,0.004436399,0.0011502048,0.00009178862,0.00017979277,0.27962026,0.5013667,0.19802997,0.00730462,0.0072545134],"study_design_scores_gemma":[0.001803963,0.0007261417,0.000033614262,0.00092145085,0.00042518342,0.0038396446,0.0031471567,0.55185777,0.23367843,0.0054788184,0.19728242,0.0008053869],"about_ca_topic_score_codex":0.0000017219614,"about_ca_topic_score_gemma":2.533454e-7,"teacher_disagreement_score":0.9027344,"about_ca_system_score_codex":0.00062629854,"about_ca_system_score_gemma":0.000069370726,"threshold_uncertainty_score":0.56768745},"labels":[],"label_agreement":null},{"id":"W4401942209","doi":"10.1115/gt2024-122402","title":"Performance Improvement of a Heat Sink for Battery Thermal Management System","year":2024,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Thermal management of electronic devices and systems; Heat sink; Sink (geography); Computer science; Battery (electricity); Thermal; Environmental science; Automotive engineering; Electrical engineering; Engineering; Mechanical engineering; Meteorology; Physics; Thermodynamics; Power (physics)","score_opus":0.008482644920676678,"score_gpt":0.19209502390358654,"score_spread":0.18361237898290986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401942209","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":[0.48597834,0.0015797459,0.32572854,0.00005508939,0.0029237159,0.0019976413,0.000031364423,0.0013977691,0.18030782],"genre_scores_gemma":[0.9970517,0.000014090017,0.0010346262,0.000010797577,0.00009915292,0.00015093833,0.000002515763,0.000027347283,0.0016087969],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941665,0.0000030736085,0.00022143222,0.00010972486,0.000092100636,0.00015700169],"domain_scores_gemma":[0.999789,0.000018104834,0.000005866367,0.00014967893,0.000012484492,0.000024877414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015146424,0.00009756979,0.00012666872,0.00006392183,0.000017508404,0.00002623919,0.00007091858,0.000030975814,0.000025907852],"category_scores_gemma":[2.2059466e-7,0.0000757305,0.00006121176,0.00006536477,0.0000055225223,0.000069775284,0.0000136520985,0.00003276331,0.000031234802],"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":[0.000062369276,0.00007715446,0.00031244292,0.12418218,0.001835057,0.000051967814,0.0016159224,0.1988981,0.34904584,0.04045201,0.042637136,0.24082981],"study_design_scores_gemma":[0.00021496187,0.000111508016,0.00014255421,0.0005749255,0.000037936275,0.0000041868097,0.00036964874,0.9660484,0.02480516,0.00000498792,0.0075302063,0.00015547541],"about_ca_topic_score_codex":0.0000052050354,"about_ca_topic_score_gemma":5.8089717e-7,"teacher_disagreement_score":0.76715034,"about_ca_system_score_codex":0.000059616243,"about_ca_system_score_gemma":0.0000037083485,"threshold_uncertainty_score":0.30882},"labels":[],"label_agreement":null},{"id":"W4402452647","doi":"10.11159/cist24.176","title":"CAN-Bus Remote Laboratory on WebLab-Deusto System","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Deutscher Akademischer Austauschdienst","keywords":"Computer science","score_opus":0.005161689705774729,"score_gpt":0.18634005271446433,"score_spread":0.18117836300868959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402452647","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":[0.94557863,0.014629874,0.004117257,0.0004991148,0.022228647,0.0015796863,0.000036199614,0.002714169,0.008616416],"genre_scores_gemma":[0.99906045,0.000032239022,0.00015543636,0.000017058957,0.0003008438,0.000011173927,7.31985e-8,0.000027428443,0.0003953182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985884,0.0000061337837,0.00028682276,0.0003692771,0.00039518444,0.00035422805],"domain_scores_gemma":[0.9994737,0.000094628085,0.000041206258,0.0001330789,0.000105890904,0.00015148155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048965414,0.00022848752,0.0002995446,0.000387366,0.00012992977,0.00040034656,0.00033232174,0.00005829648,2.2349073e-7],"category_scores_gemma":[0.000018175435,0.00015790721,0.000041961295,0.001302662,0.000086090186,0.00012986353,0.00005442344,0.00031180444,0.0000018925297],"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":[0.00004081274,0.000044910605,0.00040797357,0.009139314,0.00024741783,0.00004521862,0.00077444135,0.11484682,0.047598038,0.788481,0.015373336,0.023000715],"study_design_scores_gemma":[0.000104646984,0.00008946669,0.00017785358,0.0018703907,0.000011627599,0.000045189976,0.000016175447,0.9903562,0.0025647557,0.000010069798,0.0045537218,0.00019990336],"about_ca_topic_score_codex":0.00001566615,"about_ca_topic_score_gemma":7.2002376e-7,"teacher_disagreement_score":0.8755094,"about_ca_system_score_codex":0.0001184793,"about_ca_system_score_gemma":0.00003075488,"threshold_uncertainty_score":0.6439269},"labels":[],"label_agreement":null},{"id":"W4402939325","doi":"10.1115/1.4066703","title":"Performance Improvement of a Heat Sink for Battery Thermal Management System","year":2024,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; National Research Council Canada","funders":"","keywords":"Thermal management of electronic devices and systems; Heat sink; Environmental science; Sink (geography); Automotive engineering; Computer science; Engineering; Mechanical engineering; Geography","score_opus":0.0055847451902060925,"score_gpt":0.18981989330844798,"score_spread":0.18423514811824188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402939325","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":[0.8611957,0.006623547,0.12736039,0.000055322125,0.0036714007,0.00055089145,0.000030092007,0.00009789294,0.0004148102],"genre_scores_gemma":[0.9964424,0.00011266783,0.0029767142,0.0000054482357,0.00029515303,0.000026516662,0.0000012052838,0.00004118162,0.00009876311],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923664,0.000001906493,0.00040873853,0.000076588294,0.00010220893,0.00017392324],"domain_scores_gemma":[0.99971646,0.000055763103,0.00003417618,0.00008184778,0.00005899734,0.00005275935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027619972,0.00014249524,0.00025470764,0.00014931278,0.000018377455,0.000039222614,0.00007347686,0.000047100333,0.0000033077467],"category_scores_gemma":[0.0000031528884,0.000108574575,0.00014039825,0.000062406914,0.0000058418973,0.00012377948,0.000009688812,0.00007508147,4.0983616e-7],"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":[0.00017484277,0.00004276045,0.0001295344,0.039107528,0.0015369179,0.000044177927,0.0009844381,0.7696088,0.16197175,0.0033167365,0.007207079,0.015875457],"study_design_scores_gemma":[0.0009992544,0.0009090966,0.00046559397,0.0028804261,0.00018832677,0.00015557921,0.0002050199,0.94195175,0.0096743945,0.0000127575695,0.04224475,0.00031305396],"about_ca_topic_score_codex":5.7061123e-7,"about_ca_topic_score_gemma":6.2479835e-8,"teacher_disagreement_score":0.17234297,"about_ca_system_score_codex":0.00004253647,"about_ca_system_score_gemma":0.0000061549795,"threshold_uncertainty_score":0.44275427},"labels":[],"label_agreement":null},{"id":"W4404920707","doi":"10.1115/icef2024-140791","title":"Characterization of Knocking on Spark Assisted Compression Ignition Mode in a Rapid Compression Machine","year":2024,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Compression (physics); Ignition system; SPARK (programming language); Characterization (materials science); Materials science; Mode (computer interface); Computer science; Composite material; Engineering; Nanotechnology; Aerospace engineering","score_opus":0.02226186666684855,"score_gpt":0.24892561786156323,"score_spread":0.22666375119471469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404920707","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":[0.8558571,0.0005297918,0.12031885,0.000040861236,0.0008941507,0.0004693131,0.00005758711,0.0006810362,0.02115134],"genre_scores_gemma":[0.99926203,0.000058637852,0.00026541922,0.00001335549,0.00006309334,0.000019069272,0.00016869711,0.00003233128,0.00011737929],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991409,0.00006140293,0.00034127463,0.00016026196,0.00016378352,0.00013234743],"domain_scores_gemma":[0.9997185,0.000055782253,0.000031384832,0.0001405246,0.000019187384,0.000034656412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304113,0.00013600857,0.00020397133,0.00024951936,0.000023012453,0.000034800018,0.00006292118,0.00009623745,0.00011971476],"category_scores_gemma":[0.0000048275188,0.00011204273,0.000044106906,0.00023486352,0.0000082063325,0.00015592207,0.000014137368,0.00015728718,0.000021544134],"study_design_candidate":"bench_or_experimental","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":[0.00002133234,0.000039364313,0.00010375018,0.00037349545,0.000014039997,0.000008531992,0.00025551685,0.009847644,0.9724168,0.0005924677,0.0002041138,0.016122915],"study_design_scores_gemma":[0.00026005384,0.00003769239,0.0046068854,0.0018383941,0.0000068457502,0.000004482202,0.000019544945,0.8655854,0.12663342,0.00006443689,0.00080397935,0.00013889172],"about_ca_topic_score_codex":0.000041043433,"about_ca_topic_score_gemma":0.000012232287,"teacher_disagreement_score":0.85573775,"about_ca_system_score_codex":0.000049347425,"about_ca_system_score_gemma":0.000006465713,"threshold_uncertainty_score":0.456897},"labels":[],"label_agreement":null},{"id":"W4405307808","doi":"10.23977/jnca.2024.090102","title":"ALOHA Improvement Algorithm for Dynamic Frame Time Slots with Transformer","year":2024,"lang":"en","type":"article","venue":"Journal of Network Computing and Applications","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aloha; Computer science; Frame (networking); Algorithm; Transformer; Real-time computing; Computer network; Telecommunications; Electrical engineering; Engineering; Wireless; Throughput","score_opus":0.003832838102170427,"score_gpt":0.22179585298255586,"score_spread":0.21796301488038544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405307808","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044224407,0.002633304,0.9921846,0.00007256677,0.00012797373,0.00027290062,0.000006225205,0.00007448929,0.00020554078],"genre_scores_gemma":[0.9159723,0.00014548427,0.082074754,0.000041059553,0.0015074477,0.000036820515,0.000006787722,0.00004977433,0.0001655662],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994003,0.000005485633,0.0002737472,0.00008447483,0.00008067085,0.00015531626],"domain_scores_gemma":[0.9996764,0.00010486137,0.000045288827,0.00006361064,0.00004747515,0.00006236465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023256302,0.00009356776,0.00015867189,0.00004296877,0.000085494925,0.000072262934,0.00006303567,0.00004077441,0.0000025377892],"category_scores_gemma":[5.0483925e-7,0.000071219365,0.00005570113,0.00013874102,0.000013762911,0.00004757203,0.000003126423,0.00014863024,0.000003330551],"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":[0.0000053312656,0.000018533674,0.000005296218,0.0001637774,0.00023223253,0.00000363393,0.00019274862,0.13123164,0.0014403905,0.00077861873,0.0039336183,0.8619942],"study_design_scores_gemma":[0.00019098677,0.00013616556,0.000035996494,0.00023085569,0.000055535616,0.00010207168,0.000027565056,0.9596379,0.000032124557,0.0008797576,0.038567502,0.000103575905],"about_ca_topic_score_codex":7.0258295e-7,"about_ca_topic_score_gemma":5.475691e-7,"teacher_disagreement_score":0.91154987,"about_ca_system_score_codex":0.000027672675,"about_ca_system_score_gemma":0.0000179023,"threshold_uncertainty_score":0.29042414},"labels":[],"label_agreement":null},{"id":"W4413179562","doi":"10.1109/isscs66034.2025.11105546","title":"Novel Autonomous Tennis Ball Shooter Robot: Electrical Design and Control","year":2025,"lang":"en","type":"article","venue":"","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Robot; Ball (mathematics); Computer science; Tennis ball; Simulation; Artificial intelligence; Engineering; Mechanical engineering; sports equipment; Mathematics","score_opus":0.00929126390258818,"score_gpt":0.20231020001401512,"score_spread":0.19301893611142693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413179562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006513267,0.00061873096,0.98169416,0.0001204723,0.00015496145,0.00028836192,0.000001544607,0.00033237258,0.016138097],"genre_scores_gemma":[0.97955906,0.000011232827,0.01724848,0.00031922144,0.000048746555,0.0000371228,7.059907e-7,0.000020232037,0.0027551656],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928325,0.000021956936,0.00020767243,0.00016716674,0.000067600035,0.00025236735],"domain_scores_gemma":[0.99960685,0.00014222924,0.000010332181,0.00014941531,0.000022945478,0.00006824464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017528691,0.00014466642,0.00022061769,0.000094187184,0.000041132585,0.000060749808,0.00008561064,0.0001146486,0.00003734273],"category_scores_gemma":[0.000015365249,0.00012170824,0.000038839138,0.00013516287,0.000014922596,0.000061336345,0.000010555183,0.00012726327,0.0000240951],"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":[0.000103762046,0.0001996514,0.0029148788,0.0002609153,0.0008655186,0.00005041958,0.0003693818,0.16262525,0.6659942,0.055886105,0.06971186,0.041018],"study_design_scores_gemma":[0.001261492,0.00005740412,0.0036186804,0.00002388441,0.00004219112,0.000022666038,0.000012796287,0.98465365,0.003977665,0.00026372602,0.0058035254,0.00026233462],"about_ca_topic_score_codex":0.000020666435,"about_ca_topic_score_gemma":0.0000049404007,"teacher_disagreement_score":0.97890776,"about_ca_system_score_codex":0.000048689755,"about_ca_system_score_gemma":0.000024360654,"threshold_uncertainty_score":0.49631178},"labels":[],"label_agreement":null},{"id":"W4414798738","doi":"10.1109/jestie.2025.3617868","title":"Deadtime Compensation Method for Synchronous Optimal Pulsewidth Modulation","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pulse-width modulation; Total harmonic distortion; Control theory (sociology); Voltage; Waveform; Compensation (psychology); Voltage source; Distortion (music)","score_opus":0.02160071949676329,"score_gpt":0.2833360979094711,"score_spread":0.26173537841270783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414798738","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":[0.34970057,0.0019647263,0.6460515,0.0002495558,0.0013851669,0.00033188576,0.0000027057615,0.00004305709,0.00027082497],"genre_scores_gemma":[0.98740345,0.00028949536,0.011299714,0.000019084164,0.00079432136,0.000009315908,0.0000046371006,0.000021151343,0.00015884118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987566,0.000093427254,0.0006194045,0.00011449866,0.00012472086,0.0002913631],"domain_scores_gemma":[0.9993493,0.00018291814,0.00014038218,0.00008090477,0.00020318392,0.00004332252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071750744,0.00014214146,0.0003418239,0.00032608723,0.0000715383,0.00004741244,0.00010263513,0.00023885255,0.0000029777195],"category_scores_gemma":[0.00014518271,0.00014422966,0.00005903712,0.00045876944,0.000009893936,0.00012657054,0.000005047457,0.00056558487,1.5001287e-7],"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":[0.00020552776,0.000055371485,0.00067894574,0.00010145789,0.00031456797,0.0000056383674,0.00056464644,0.80236894,0.022658909,0.0037581746,0.0025725616,0.16671523],"study_design_scores_gemma":[0.0026405517,0.0003546944,0.00027888326,0.00022370543,0.00008788282,0.000038752583,0.00007074076,0.97577465,0.009433459,0.0018981965,0.008970658,0.00022785997],"about_ca_topic_score_codex":0.000014436915,"about_ca_topic_score_gemma":0.00002822555,"teacher_disagreement_score":0.6377029,"about_ca_system_score_codex":0.00027715988,"about_ca_system_score_gemma":0.00022098326,"threshold_uncertainty_score":0.5881515},"labels":[],"label_agreement":null},{"id":"W4415360264","doi":"10.59934/jaiea.v5i1.1578","title":"Implementation of Base 64 and AES Algorithms in Web-Based Email Message Security System","year":2025,"lang":"","type":"article","venue":"Journal of Artificial Intelligence and Engineering Applications (JAIEA)","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Encryption; Message broker; Message authentication code; Encoding (memory); Decoding methods; Public-key cryptography; Message passing; Digital signature","score_opus":0.017640190274795964,"score_gpt":0.28192030596669077,"score_spread":0.2642801156918948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415360264","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":[0.20845434,0.006393475,0.78359765,0.00019179934,0.00042480326,0.0006976841,0.0000573045,0.00004691242,0.000136042],"genre_scores_gemma":[0.9942392,0.0006915954,0.004800544,0.000008507703,0.0001544542,0.00006665825,0.0000034788422,0.000028745675,0.0000067969577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972842,0.00006168805,0.0018116004,0.00026678003,0.00025958096,0.000316166],"domain_scores_gemma":[0.9986855,0.00027126452,0.00037520466,0.0002690134,0.00025085118,0.0001481656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012319115,0.0003055196,0.00064064225,0.0008910331,0.00009596687,0.00011666029,0.0002138531,0.00019588425,0.00001893009],"category_scores_gemma":[0.00003499084,0.00032912462,0.0001276752,0.00093533855,0.00007472271,0.00024272598,0.0000380639,0.0004226944,0.0000026487076],"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":[0.00013068844,0.0004768755,0.0033944417,0.010197013,0.00059953355,0.000055486238,0.0048278742,0.5455236,0.09435889,0.09522737,0.00024719935,0.24496105],"study_design_scores_gemma":[0.00033008002,0.00016993053,0.00093764684,0.0017432943,0.00020865162,0.00003758438,0.010916463,0.9154558,0.06801805,0.00083890307,0.0009425121,0.00040106467],"about_ca_topic_score_codex":0.00015260016,"about_ca_topic_score_gemma":0.00011097624,"teacher_disagreement_score":0.7857849,"about_ca_system_score_codex":0.00017751497,"about_ca_system_score_gemma":0.00015913683,"threshold_uncertainty_score":0.9999161},"labels":[],"label_agreement":null},{"id":"W45364333","doi":"","title":"Measuring and characterizing system behavior using kernel-level event logging","year":2000,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Extensibility; Kernel (algebra); Modularity (biology); Process (computing); Event (particle physics); Modular design; Overhead (engineering); System call; Real-time computing; Distributed computing; Operating system; Mathematics","score_opus":0.02835110455842969,"score_gpt":0.22021511471871105,"score_spread":0.19186401016028137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W45364333","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":[0.8069305,0.0018313974,0.18799737,0.00004982138,0.000202953,0.00069951813,0.000042321022,0.0015939451,0.00065221137],"genre_scores_gemma":[0.98213357,0.00013539408,0.016635008,0.000117369906,0.00023417342,0.000310506,0.000008856659,0.00015304903,0.0002720583],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977235,0.00009296934,0.0006408467,0.0004130144,0.00032524441,0.000804407],"domain_scores_gemma":[0.9989349,0.000041395757,0.000100301426,0.00055407564,0.000044647906,0.00032465515],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006420711,0.00043789693,0.00049760967,0.00030903445,0.0002778669,0.00023788943,0.00026552935,0.00028605838,0.000042322547],"category_scores_gemma":[0.00001352127,0.00047451127,0.00013498144,0.00025308508,0.000039828858,0.00041947744,0.000059552814,0.00040383422,0.000023744156],"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":[0.000110359026,0.0002528653,0.060403343,0.0020097992,0.00036595186,0.0009249164,0.0022636426,0.0973272,0.6813185,0.0043383427,0.000634726,0.15005036],"study_design_scores_gemma":[0.00063548936,0.000053557083,0.048160773,0.0008257774,0.00012971452,0.0013604582,0.00035154264,0.9235311,0.022232704,0.000036080975,0.001615663,0.0010671327],"about_ca_topic_score_codex":0.0023694925,"about_ca_topic_score_gemma":0.00019287944,"teacher_disagreement_score":0.8262039,"about_ca_system_score_codex":0.00069931796,"about_ca_system_score_gemma":0.00004889159,"threshold_uncertainty_score":0.99977064},"labels":[],"label_agreement":null},{"id":"W639067740","doi":"","title":"DEVELOPMENT OF THE FREQUENCY-MULTIPLIED, REFLECTED ELECTROMAGNETIC WAVE LANE MARKER SYSTEM","year":2000,"lang":"en","type":"article","venue":"PROCEEDINGS OF THE 7TH WORLD CONGRESS ON INTELLIGENT SYSTEMS","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"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":"Interference (communication); USable; Detector; Engineering; Acoustics; Computer science; Object detection; Position (finance); Electrical engineering; Physics; Artificial intelligence; Pattern recognition (psychology)","score_opus":0.016118363683096753,"score_gpt":0.20650020047499734,"score_spread":0.1903818367919006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W639067740","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":[0.87165844,0.0013767654,0.000056260484,0.000048007787,0.0034485224,0.0024191213,0.00002350363,0.00038867333,0.12058069],"genre_scores_gemma":[0.98998535,0.000027070386,0.0005143912,0.000010816713,0.00011539079,0.00018263186,0.0000014255684,0.00007220658,0.009090733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972048,0.000036705867,0.001246094,0.0003287018,0.00071058184,0.00047310872],"domain_scores_gemma":[0.9987256,0.000085523105,0.00039858877,0.00041646528,0.00028230078,0.000091520975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057930074,0.00039281984,0.0005993765,0.00018037076,0.00016286988,0.000073620686,0.0008689573,0.00013258525,0.00007829934],"category_scores_gemma":[0.00003053885,0.00024079274,0.0001876246,0.000753047,0.000087068714,0.00007837592,0.000057839952,0.0003530156,0.000043554894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006362842,0.00047351737,0.010263661,0.019627253,0.0025246704,0.000010370588,0.0067131235,0.008940825,0.8353393,0.07572696,0.02144643,0.018297618],"study_design_scores_gemma":[0.0013006226,0.00023800238,0.004920105,0.016287941,0.0002659085,0.0001743232,0.0026068413,0.04349326,0.8903748,0.00018190285,0.038571592,0.0015847037],"about_ca_topic_score_codex":0.000052251722,"about_ca_topic_score_gemma":0.00003473199,"teacher_disagreement_score":0.11832688,"about_ca_system_score_codex":0.00030682026,"about_ca_system_score_gemma":0.000048721107,"threshold_uncertainty_score":0.9819243},"labels":[],"label_agreement":null}]}