{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c49cdf98a191","filters":{"venue":"2017 Annual IEEE International Systems Conference (SysCon)"}},"results":[{"id":"W2618979805","doi":"10.1109/syscon.2017.7934766","title":"Software development using agile and scrum in distributed teams","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"University of British Columbia; Amazon Web Services","keywords":"Scrum; Agile software development; Lean software development; Agile usability engineering; Software development; Software prototyping; Agile Unified Process; Computer science; Software engineering; Extreme programming practices; Software; Software development process; Systems engineering; Process management; Engineering; Operating system","authors":[{"name":"Youry Khmelevsky","is_ca":true},{"name":"Xitong Li","is_ca":false},{"name":"Stuart Madnick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05879144916064121,"gpt":0.3254310032154011,"spread":0.2666395540547599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008590719,0.0002633131,0.0002583853,0.0009201032,0.002351756,0.003041803,0.0008057549,0.000749973,0.001031433],"category_scores_gemma":[0.01188713,0.0002707085,0.0002373568,0.001132977,0.002624236,0.002690521,0.00313284,0.0009838467,0.0002823421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369166,"about_ca_system_score_gemma":0.002277071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358473,"about_ca_topic_score_gemma":0.003406907,"domain_scores_codex":[0.9845819,0.01093155,0.000472015,0.0009387605,0.002441717,0.0006340333],"domain_scores_gemma":[0.9880325,0.00658501,0.001436432,0.001522284,0.001433151,0.0009905593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005345099,0.001185235,0.04755969,0.001277203,0.0001115795,0.006308035,0.194411,0.01197893,0.01723586,0.07258635,0.005296581,0.6415151],"study_design_scores_gemma":[0.0009723628,0.005339431,0.1263714,0.002747901,0.0002189891,0.01463405,0.3204012,0.06770772,0.03215676,0.1456557,0.2833746,0.0004199066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8598614,0.001217931,0.09304797,0.001865006,0.0001086097,0.0003493455,0.00003207889,0.0001326591,0.04338498],"genre_scores_gemma":[0.9569346,0.0004748307,0.03891996,0.0001257236,0.00001891241,0.0001044376,0.00002117494,0.00003082543,0.003369527],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008590719,"threshold_uncertainty_score":0.04543257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618876269","doi":"10.1109/syscon.2017.7934753","title":"Fuzzy controlled object manipulation using a three-fingered robotic hand","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"Robot Manipulation and Learning","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Underactuation; GRASP; Computer science; Robotic hand; Artificial intelligence; Object (grammar); Thumb; Robotics; Orientation (vector space); Trajectory; Robot end effector; Computer vision; Degrees of freedom (physics and chemistry); Control engineering; Grippers; Robot; Control theory (sociology); Engineering; Control (management); Mathematics","authors":[{"name":"Vinicius Prado da Fonseca","is_ca":true},{"name":"Daniel John Kucherhan","is_ca":true},{"name":"Thiago Eustaquio Alves de Oliveira","is_ca":true},{"name":"Da Zhi","is_ca":true},{"name":"Emil M. Petriu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09289466352002321,"gpt":0.3112747488098981,"spread":0.2183800852898749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390066,0.0002534868,0.0003482211,0.0001555961,0.000265544,0.0004617233,0.0004571181,0.0004264562,0.0007645058],"category_scores_gemma":[0.0002992235,0.0001608507,0.0002830966,0.0001156709,0.0004127515,0.0002661876,0.0003775384,0.0002443982,0.0001383457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815316,"about_ca_system_score_gemma":0.0002776119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240624,"about_ca_topic_score_gemma":0.001223049,"domain_scores_codex":[0.999818,0.00001856195,0.00001825573,0.00005278376,0.00007446379,0.00001787876],"domain_scores_gemma":[0.9997913,0.00006120723,0.00004796144,0.00003899394,0.00003633772,0.00002421664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004786097,0.0000964553,0.0007561177,0.000264008,0.00005755184,0.0007174515,0.0002891663,0.1266476,0.7498549,0.00358864,0.0004216427,0.1168279],"study_design_scores_gemma":[0.0001028483,0.001273079,0.003230284,0.00003922095,0.00006100175,0.0008304339,0.00004615781,0.8913961,0.09565817,0.002064945,0.005207692,0.00009004716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2973705,0.0004521533,0.6945443,0.0001279595,0.00008203772,0.00009738711,0.00005915621,0.0009619915,0.00630457],"genre_scores_gemma":[0.9208706,0.0001137917,0.0768214,0.00004225157,0.00001098355,0.00004987609,0.00001855637,0.000008150911,0.002064439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001240624,"threshold_uncertainty_score":0.002557576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620154287","doi":"10.1109/syscon.2017.7934715","title":"A next generation collaborative system for micro devices assembly","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stillwater (Canada)","funders":"Los Alamos National Laboratory; Virginia Agricultural Experiment Station, Virginia Polytechnic Institute and State University; Mozilla Foundation","keywords":"The Internet; Computer science; Virtual reality; Next-generation network; Interface (matter); Plan (archaeology); Collaborative software; Human–computer interaction; Operating system","authors":[{"name":"J. Cecil","is_ca":false},{"name":"Raviteja Gunda","is_ca":false},{"name":"Aaron Cecil-Xavier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05894882036594562,"gpt":0.2930391416233078,"spread":0.2340903212573622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341751,0.0007121124,0.0008318083,0.001092109,0.001601852,0.001991546,0.002135637,0.001861626,0.01748493],"category_scores_gemma":[0.001904844,0.0003599106,0.0008050815,0.0008283916,0.0004478201,0.002481372,0.003936222,0.001141477,0.004341432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729748,"about_ca_system_score_gemma":0.001790435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786962,"about_ca_topic_score_gemma":0.001643069,"domain_scores_codex":[0.9980933,0.0004132025,0.000111144,0.0003662531,0.0008522757,0.0001637977],"domain_scores_gemma":[0.9985934,0.0001974755,0.00007821276,0.0004904123,0.0004146612,0.0002258858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001180409,0.001016028,0.003267839,0.0004164848,0.0001795689,0.001432048,0.002256645,0.03152458,0.08443481,0.07470114,0.05823176,0.7413587],"study_design_scores_gemma":[0.0003408726,0.001075166,0.00248965,0.0001169684,0.0001713912,0.001362743,0.000320354,0.3791787,0.05468591,0.01879793,0.5412624,0.0001979421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01217627,0.000402796,0.9460442,0.0004045958,0.000300524,0.000374585,0.0001869172,0.01565818,0.02445199],"genre_scores_gemma":[0.2137845,0.0005458083,0.7409242,0.00039462,0.0002245226,0.001110541,0.001229197,0.0008489807,0.04093756],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01748493,"threshold_uncertainty_score":0.0584929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618961171","doi":"10.1109/syscon.2017.7934716","title":"Performance of constant envelope DCT based OFDM system with M-ary PAM mapper in AWGN channel","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"PAPR reduction in OFDM","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Orthogonal frequency-division multiplexing; Additive white Gaussian noise; Discrete cosine transform; Bit error rate; Amplifier; Electronic engineering; Computer science; Modulation (music); Channel (broadcasting); Algorithm; Telecommunications; Engineering; Acoustics; Physics; CMOS","authors":[{"name":"Rayan Hamza Alsisi","is_ca":true},{"name":"Raveendra K. Rao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03072112362906773,"gpt":0.2517960642597728,"spread":0.2210749406307051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538464,0.0004280724,0.0005578782,0.0002331692,0.000451153,0.0004965218,0.0004091698,0.0007313222,0.001298615],"category_scores_gemma":[0.0009611098,0.0001172537,0.0001741226,0.0003916523,0.0003355905,0.0004024401,0.0002452451,0.0003698572,0.0003631559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603778,"about_ca_system_score_gemma":0.0002923116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985645,"about_ca_topic_score_gemma":0.001859266,"domain_scores_codex":[0.9996254,0.00009861418,0.00002238337,0.00005978691,0.0001215818,0.00007221148],"domain_scores_gemma":[0.9991597,0.0004145487,0.0001058516,0.0000510604,0.000237444,0.0000313968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003833263,0.0003591528,0.01641695,0.0009450596,0.000254118,0.003164086,0.0009385833,0.1811939,0.6639473,0.00783187,0.003108426,0.1180073],"study_design_scores_gemma":[0.00008243188,0.0024378,0.006196948,0.00006854789,0.00012469,0.00214316,0.0002439908,0.7831216,0.2020187,0.0009632563,0.002539934,0.00005884358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003741,0.001036482,0.08575469,0.0004539626,0.0001164884,0.00005228706,0.0002085617,0.0006422774,0.01136123],"genre_scores_gemma":[0.9904044,0.0003571589,0.007649471,0.00005107079,0.00002185555,0.00001393205,0.00008809543,0.00001201682,0.001402103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001985645,"threshold_uncertainty_score":0.004344285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618645607","doi":"10.1109/syscon.2017.7934722","title":"Network of wireless medical devices to assess the gait of rehabilitation in patients for walking and running","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Wearable computer; Computer science; Software deployment; Wireless sensor network; Wireless; Gait; Body area network; Remote patient monitoring; Embedded system; Real-time computing; Computer network; Telecommunications; Physical medicine and rehabilitation; Medicine","authors":[{"name":"Alain Beaulieu","is_ca":true},{"name":"Andrew P. Lapointe","is_ca":true},{"name":"Sidney Givigi","is_ca":true},{"name":"K. Sillins","is_ca":true},{"name":"A Lavoie","is_ca":true},{"name":"K. Tilley","is_ca":true},{"name":"N. Le Bel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03133486961447798,"gpt":0.3005165464993305,"spread":0.2691816768848525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004190169,0.0004421291,0.0004138066,0.0007929123,0.0002184859,0.0005414008,0.0005604201,0.0004920496,0.003955842],"category_scores_gemma":[0.0009738452,0.0001521789,0.0002132384,0.0004613327,0.000172253,0.0005947577,0.0005489126,0.0002471096,0.001647263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242243,"about_ca_system_score_gemma":0.0002712242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004983858,"about_ca_topic_score_gemma":0.001031475,"domain_scores_codex":[0.9996185,0.00008086945,0.00003408596,0.000123222,0.0001135672,0.00002971256],"domain_scores_gemma":[0.9995597,0.0001074196,0.00007271693,0.00005776748,0.0001457309,0.00005672021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001173321,0.0009798022,0.06044526,0.0004555096,0.0002354867,0.0007333937,0.0004108571,0.00625433,0.08119239,0.005035561,0.0102346,0.8328494],"study_design_scores_gemma":[0.0007577559,0.009167781,0.2871285,0.0007827261,0.001352706,0.009865009,0.001384935,0.3333783,0.1347613,0.01467228,0.2064575,0.0002912389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3284763,0.003648052,0.6220173,0.001964636,0.0009572963,0.001241897,0.001943057,0.003185436,0.036566],"genre_scores_gemma":[0.8654233,0.001860399,0.1118402,0.001225006,0.0002623692,0.0008225021,0.001311755,0.00008578486,0.01716866],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003955842,"threshold_uncertainty_score":0.0132336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2616942550","doi":"10.1109/syscon.2017.7934785","title":"Formalization of Birth-Death and IID processes in higher-order logic","year":2017,"lang":"en","type":"article","venue":"2017 Annual IEEE International Systems Conference (SysCon)","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Mathematical proof; Theoretical computer science; Process calculus; Markov process; State space; Markov chain; Scalability; Model checking; Formal methods; Probabilistic logic; Algorithm; Mathematics; Programming language; Artificial intelligence; Machine learning","authors":[{"name":"Liya Liu","is_ca":true},{"name":"Osman Hasan","is_ca":true},{"name":"Sofiène Tahar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1256810603399984,"gpt":0.3575524301032098,"spread":0.2318713697632113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00336135,0.0008829596,0.0005389205,0.001397218,0.0007457784,0.002207954,0.001526264,0.001046439,0.003086728],"category_scores_gemma":[0.005877201,0.0004066698,0.002072305,0.001068184,0.003231169,0.00268248,0.001420546,0.003026053,0.0004863205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133607,"about_ca_system_score_gemma":0.002587071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950102,"about_ca_topic_score_gemma":0.002455598,"domain_scores_codex":[0.9972206,0.000720175,0.0002679907,0.0004218542,0.001047129,0.000322263],"domain_scores_gemma":[0.995335,0.002827462,0.000615798,0.00047331,0.0005571236,0.0001913544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002030316,0.00004416128,0.0003854416,0.00007526021,0.00001478672,0.0002056545,0.0002251857,0.03994995,0.002005506,0.9478645,0.0003571249,0.008852107],"study_design_scores_gemma":[0.00005202677,0.00006991414,0.0002340168,0.00007380645,0.00004234017,0.0002469498,0.00006182559,0.3394819,0.004873229,0.6390744,0.01575579,0.00003379989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006039847,0.0002255013,0.9887549,0.0002617548,0.00005036477,0.00008008676,0.0001324878,0.0002830873,0.004172057],"genre_scores_gemma":[0.4680227,0.001048624,0.5235662,0.0004448722,0.0001956783,0.0005767738,0.0005365299,0.0001633356,0.005445446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003950102,"threshold_uncertainty_score":0.01777673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}