{"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":"6c8990258fa9","filters":{"venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)"}},"results":[{"id":"W4241249008","doi":"10.1109/iccad.2003.159755","title":"On the interaction between power-aware FPGA CAD Algorithms","year":2003,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Field-programmable gate array; Computer science; CAD; Cluster analysis; Routing (electronic design automation); Power analysis; Design flow; Energy consumption; Power (physics); Embedded system; Algorithm; Power optimization; Electronic design automation; Energy (signal processing); FPGA prototype; Reconfigurable computing; Field (mathematics); Power consumption; Artificial intelligence; Engineering; Electrical engineering","authors":[{"name":"Julien Lamoureux","is_ca":true},{"name":"Steven J. E. Wilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06249537015885398,"gpt":0.2823761649429857,"spread":0.2198807947841318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120578,0.0006833914,0.0004555317,0.0007717127,0.0002908153,0.001487264,0.0007505943,0.0005670946,0.002130125],"category_scores_gemma":[0.006280598,0.0004766338,0.0003385665,0.0006275055,0.0003517007,0.001391522,0.0004563657,0.0004972421,0.0004166509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006355809,"about_ca_system_score_gemma":0.0005214747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238821,"about_ca_topic_score_gemma":0.006260859,"domain_scores_codex":[0.9992181,0.0002400048,0.00003631194,0.00008740254,0.0003647299,0.0000534041],"domain_scores_gemma":[0.9967003,0.002541696,0.0001663517,0.0002431028,0.0003191263,0.0000293147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000205606,0.0001197651,0.002536708,0.0001035161,0.000061595,0.00009585188,0.0000793172,0.534023,0.01550899,0.01460854,0.0009740002,0.431683],"study_design_scores_gemma":[0.00002309522,0.00009924905,0.000645066,0.00001392411,0.00002391539,0.00007435084,0.00001964463,0.9855112,0.006873457,0.004300387,0.002404873,0.00001089643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08857738,0.001194087,0.8974617,0.0003588987,0.00006173112,0.00008586101,0.00003290399,0.001418381,0.01080902],"genre_scores_gemma":[0.5168613,0.001230895,0.475296,0.0002341638,0.00004676127,0.0000816556,0.00009084408,0.0002990241,0.00585935],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00238821,"threshold_uncertainty_score":0.007125974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230566481","doi":"10.1109/iccad.2003.159687","title":"Timing analysis in presence of power supply and ground voltage variations","year":2003,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"Low-power high-performance VLSI design","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Voltage; Power (physics); Switched-mode power supply; Electrical engineering; Switched-mode power supply applications; Environmental science; Computer science; Constant power circuit; Physics; Engineering","authors":[{"name":"Rubil Ahmadi","is_ca":true},{"name":"Farid N. Najm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03106014078351477,"gpt":0.251325132103137,"spread":0.2202649913196222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281389,0.0007086738,0.0004860712,0.0009712239,0.0003225493,0.0007019536,0.0008751749,0.0004935848,0.001447886],"category_scores_gemma":[0.003060174,0.0003816097,0.0005330523,0.001087819,0.0004533949,0.001087876,0.0003717678,0.0004585594,0.0002276779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597351,"about_ca_system_score_gemma":0.0009006787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973414,"about_ca_topic_score_gemma":0.002660098,"domain_scores_codex":[0.9992298,0.0001614742,0.00004463635,0.0001482297,0.0002919301,0.0001238345],"domain_scores_gemma":[0.9982504,0.001062331,0.0002821698,0.0002077461,0.00016403,0.00003328987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001557552,0.00001920898,0.001358378,0.00006729094,0.00003613192,0.0002702242,0.0000450515,0.9296067,0.0278337,0.01786497,0.0004318413,0.02231079],"study_design_scores_gemma":[0.000004442348,0.00003553185,0.0001708058,0.000003535711,0.00001412849,0.00007410709,0.000005303045,0.9871768,0.006603245,0.005475969,0.0004313311,0.000004842317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2205917,0.0006898366,0.7718253,0.0001802726,0.00004161001,0.0000531593,0.0003561138,0.00148347,0.004778591],"genre_scores_gemma":[0.9509611,0.0003640397,0.04671817,0.00004162606,0.0000348736,0.00004961566,0.0002136512,0.0001231573,0.001493684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001973414,"threshold_uncertainty_score":0.006963432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240581163","doi":"10.1109/iccad.2003.159764","title":"Statistical verification of power grids considering process-induced leakage current variations","year":2003,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"Low-power high-performance VLSI design","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Leakage (economics); Voltage drop; Voltage; Transistor; Electrical engineering; Scaling; Grid; Drop (telecommunication); Exponential function; Computer science; Electronic engineering; Engineering; Mathematics","authors":[{"name":"Imad A. Ferzli","is_ca":true},{"name":"Farid N. Najm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05467763611471423,"gpt":0.2897904621042547,"spread":0.2351128259895405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003600615,0.0004668125,0.0005262679,0.0009166578,0.0003545587,0.000862501,0.001578102,0.000594508,0.0008122757],"category_scores_gemma":[0.04033138,0.0004477838,0.0004871348,0.001055138,0.0009301569,0.001335934,0.0007642724,0.0007224352,0.000200736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008132775,"about_ca_system_score_gemma":0.001383054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095216,"about_ca_topic_score_gemma":0.001949999,"domain_scores_codex":[0.9961437,0.001242913,0.0002805854,0.000571294,0.001546041,0.0002154405],"domain_scores_gemma":[0.9505923,0.03470811,0.00434635,0.005973764,0.004029782,0.0003497174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001028451,0.0001123035,0.03784072,0.0001274636,0.0001830808,0.000514921,0.0001994755,0.8466535,0.03544183,0.01296615,0.0008394572,0.06409261],"study_design_scores_gemma":[0.00002433121,0.0001032467,0.002054496,0.000004537013,0.00001227316,0.00008189221,0.00002017062,0.9744772,0.01875436,0.004238456,0.00022098,0.000008046293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4669276,0.0001372405,0.5270646,0.0001638998,0.00003229497,0.0000611272,0.0004212394,0.004098804,0.001093191],"genre_scores_gemma":[0.9736575,0.00003532782,0.02574885,0.00002342892,0.00001308547,0.00003520211,0.0002610786,0.00006530109,0.0001602231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003600615,"threshold_uncertainty_score":0.01904207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230169210","doi":"10.1109/iccad.2003.159685","title":"Efficient generation of monitor circuits for GSTE assertion graphs","year":2003,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Assertion; Formal verification; Scalability; Overhead (engineering); Automaton; Programming language; Abstraction; Theoretical computer science; Symbolic trajectory evaluation; Electronic circuit; Model checking; Computer engineering","authors":[{"name":"Alan J. Hu","is_ca":true},{"name":"J. Cases","is_ca":false},{"name":"Jin Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1474870650686887,"gpt":0.3351520262246679,"spread":0.1876649611559792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005099688,0.0004085666,0.0002848151,0.0003669614,0.0002369294,0.0004924794,0.0005159112,0.0003607066,0.003641842],"category_scores_gemma":[0.003781597,0.0002407386,0.0003859386,0.0002642298,0.0005242989,0.0008004706,0.0006322619,0.0005457795,0.0004964785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477806,"about_ca_system_score_gemma":0.0005488304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005748281,"about_ca_topic_score_gemma":0.001015599,"domain_scores_codex":[0.9993877,0.0001798422,0.00003148749,0.0001167502,0.0002262615,0.00005791049],"domain_scores_gemma":[0.9974692,0.001693476,0.0002034299,0.0003916337,0.000211688,0.00003066921],"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":[0.0007881862,0.0002088983,0.006065292,0.0005639909,0.0000568831,0.001359495,0.0005499942,0.1654838,0.3119968,0.1007842,0.005124235,0.4070183],"study_design_scores_gemma":[0.000112153,0.0002298349,0.001270533,0.00003067899,0.00004207201,0.0003389447,0.00007295357,0.6678694,0.2849454,0.03455156,0.01050916,0.00002735801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08590234,0.00005742172,0.9016578,0.0001407368,0.00003462555,0.0001908492,0.0002645215,0.008711477,0.003040271],"genre_scores_gemma":[0.7180519,0.0000676058,0.2776693,0.00008479312,0.00001122388,0.000264593,0.0006794277,0.0007453228,0.002425854],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003641842,"threshold_uncertainty_score":0.01218319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241836984","doi":"10.1109/iccad.2003.1257872","title":"Hardware/software co-testing of embedded memories in complex SOCs","year":2004,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Embedded system; Overhead (engineering); Computer science; Scalability; System on a chip; Embedded software; Software; Chip; Design for testing; Computer hardware; Reliability engineering; Engineering; Operating system","authors":[{"name":"Bai Hong Fang","is_ca":true},{"name":"Qiang Xu","is_ca":true},{"name":"N. Nicolici","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1381938270669249,"gpt":0.316617270461211,"spread":0.1784234433942861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004620897,0.0004523292,0.0003371937,0.0005108574,0.0001972046,0.0006249904,0.0008297873,0.0004726861,0.001015974],"category_scores_gemma":[0.001664508,0.0001919288,0.0003258438,0.0003210852,0.0005124549,0.0008442751,0.0005881842,0.0004217357,0.0001372746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405348,"about_ca_system_score_gemma":0.0004258888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003060834,"about_ca_topic_score_gemma":0.00051347,"domain_scores_codex":[0.999285,0.0001911084,0.00004603385,0.00009531405,0.000303423,0.00007914544],"domain_scores_gemma":[0.998467,0.0006629163,0.0002437717,0.0003377841,0.0002289977,0.00005950201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008735032,0.000333131,0.007067425,0.0003560504,0.0001455014,0.001437846,0.0002834084,0.1272815,0.2949045,0.01987015,0.00110214,0.5463448],"study_design_scores_gemma":[0.00006861755,0.0008930399,0.00194673,0.00002552201,0.00008296558,0.00160838,0.00005653753,0.7354902,0.2469353,0.008927674,0.003941325,0.00002371264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.31329,0.0006584524,0.6807637,0.0001587766,0.00004334887,0.00009471099,0.00003172844,0.001792755,0.003166578],"genre_scores_gemma":[0.9009363,0.0001273078,0.09742887,0.00006982687,0.00002594488,0.00005903893,0.00004944115,0.00006388319,0.001239309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001015974,"threshold_uncertainty_score":0.003398716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236090814","doi":"10.1109/iccad.2003.159711","title":"Performance efficiency of context-flow system-on-chip platform","year":2003,"lang":"en","type":"article","venue":"ICCAD-2003. International Conference on Computer Aided Design (IEEE Cat. No.03CH37486)","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Computer architecture; System on a chip; Architecture; Programming paradigm; Embedded system; Context (archaeology); Network on a chip; Bandwidth (computing); Distributed computing; Computer network","authors":[{"name":"R. Beidas","is_ca":true},{"name":"Jianwen Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0535743858993818,"gpt":0.2554504271315819,"spread":0.2018760412322002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008791366,0.0006795103,0.0003492046,0.0004105964,0.0003788145,0.0006955158,0.0009486913,0.0005188121,0.001568423],"category_scores_gemma":[0.002300756,0.0002143866,0.0002633033,0.0003582506,0.0004292705,0.001256297,0.0004571224,0.0006384404,0.0002248958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000694892,"about_ca_system_score_gemma":0.001045729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128238,"about_ca_topic_score_gemma":0.001832589,"domain_scores_codex":[0.9993117,0.0002353152,0.0000267823,0.00008146985,0.0001631957,0.0001814925],"domain_scores_gemma":[0.9987497,0.0005612063,0.0001261984,0.0002446611,0.0002198036,0.00009841124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001325291,0.0003331751,0.005160893,0.0001874718,0.000085552,0.0002170161,0.0001521715,0.8584412,0.05450157,0.01142084,0.001825503,0.06634935],"study_design_scores_gemma":[0.00004937167,0.0005902127,0.0007101009,0.000007076236,0.00003590078,0.00005395089,0.00002220651,0.97418,0.02217901,0.001430222,0.0007269495,0.00001493617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592362,0.0003526775,0.034222,0.0001496346,0.00002663595,0.00004949543,0.00006263334,0.001369171,0.004531575],"genre_scores_gemma":[0.99115,0.00008449962,0.007932753,0.00003256772,0.000004725815,0.00002504772,0.00005718692,0.00005954427,0.0006536843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002128238,"threshold_uncertainty_score":0.005246937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}