{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b30bbe8788dd","filters":{"venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)"}},"results":[{"id":"W3021057070","doi":"10.1109/itec-india48457.2019.itecindia2019-226","title":"Review of Electric Vehicle Charging Station Location Planning","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":30,"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":"Charging station; Electric vehicle; Incentive; Government (linguistics); Range (aeronautics); Relevance (law); Public transport; Transport engineering; Business; Environmental economics; Computer science; Telecommunications; Engineering; Economics","authors":[{"name":"Akhil Raj Kizhakkan","is_ca":true},{"name":"Akshay Kumar Rathore","is_ca":true},{"name":"Anjali Awasthi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0103435362644057,"gpt":0.2298767875254341,"spread":0.2195332512610284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003607398,0.0002975413,0.000418811,0.0003719097,0.00007596573,0.00003703787,0.0002782209,0.0001996809,0.0002072365],"category_scores_gemma":[0.00002325555,0.0003309289,0.00009608478,0.00159097,0.00002035823,0.0005437308,6.217532e-7,0.0004030342,0.0001093658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326747,"about_ca_system_score_gemma":0.0002106672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002790001,"about_ca_topic_score_gemma":0.000003909172,"domain_scores_codex":[0.9978336,0.00005923654,0.0008453,0.0003932223,0.0004327046,0.0004359522],"domain_scores_gemma":[0.9984775,0.00008453917,0.00038036,0.0003959527,0.0005650447,0.00009665754],"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":[0.00004052892,0.00005065082,0.006599385,0.00448816,0.00008675197,0.000001156948,0.0009324251,0.0133571,0.9376448,0.003244984,0.002364876,0.03118913],"study_design_scores_gemma":[0.001355585,0.0003320247,0.2500315,0.003742697,0.0001903339,0.000007320817,0.0001211994,0.09645193,0.6432098,0.0006084467,0.002884366,0.001064732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878915,0.01891867,0.08821489,0.0002253492,0.0005174471,0.001893767,0.00008868067,0.0005933816,0.001656301],"genre_scores_gemma":[0.9894891,0.008785157,0.0003202376,0.0002354516,0.00006459116,0.00006199238,0.0008608467,0.00005570698,0.0001269304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294435,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023205979","doi":"10.1109/itec-india48457.2019.itecindia2019-40","title":"Design &amp; Development of On-Board DC Fast Chargers for E-Rickshaw","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":8,"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":"Battery charger; Power factor; Rectifier (neural networks); Battery (electricity); Buck converter; Voltage; Topology (electrical circuits); Buck–boost converter; Inductance; Electrical engineering; Power (physics); Three-phase; Boost converter; Electronic engineering; Engineering; Forward converter; Computer science; Physics","authors":[{"name":"Abhinandan Dixit","is_ca":true},{"name":"Karan Pande","is_ca":true},{"name":"Akshay Kumar Rathore","is_ca":true},{"name":"Rajeev Kumar Singh","is_ca":false},{"name":"Santanu Mishra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02723178599497626,"gpt":0.2434010056500919,"spread":0.2161692196551157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002702269,0.0003449419,0.0004006131,0.000352865,0.00008136548,0.00002832774,0.0003189221,0.0001974994,0.0001516762],"category_scores_gemma":[0.00001559419,0.0003967457,0.0001063618,0.0004332556,0.00003706156,0.0002973651,4.155251e-7,0.0002205731,0.000389211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575486,"about_ca_system_score_gemma":0.0002734419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004729031,"about_ca_topic_score_gemma":0.00002072586,"domain_scores_codex":[0.997883,0.00003070656,0.0007461446,0.000478039,0.0003925981,0.0004694854],"domain_scores_gemma":[0.9986425,0.0002049904,0.0002629104,0.0004437276,0.000324029,0.0001218592],"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":[0.0001895762,0.00008899144,0.0007795187,0.0002527899,0.0001335316,4.331569e-7,0.004272184,0.01207231,0.8990049,0.001603304,0.0005685234,0.08103392],"study_design_scores_gemma":[0.001995428,0.0002006969,0.02682669,0.0001441868,0.0000739188,7.953057e-7,0.0001998751,0.02916456,0.9341463,0.0002617071,0.006000169,0.0009856829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1369824,0.0000416809,0.8605241,0.00005279447,0.0004344109,0.001406896,0.00007733285,0.0002645465,0.0002158281],"genre_scores_gemma":[0.9766142,0.00007740259,0.02143263,0.00006274536,0.00003218416,0.0003030257,0.0006908918,0.00007422092,0.0007126867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8396318,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021162021","doi":"10.1109/itec-india48457.2019.itecindia2019-194","title":"Analysis and Design of a Single-Phase Bridgeless Cuk-based PFC Converter as On-Board Charger with Reduced Number of Components and Losses","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":8,"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":"Ćuk converter; Buck–boost converter; Boost converter; SINADR; Buck converter; Flyback converter; Robustness (evolution); Power factor; Forward converter; Electronic engineering; Voltage; Control theory (sociology); Engineering; Computer science; Electrical engineering; Control (management); Chemistry","authors":[{"name":"Sivanagaraju Gangavarapu","is_ca":true},{"name":"Akshay Kumar Rathore","is_ca":true},{"name":"Santanu Mishra","is_ca":false},{"name":"Rajeev Kumar Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01825725889131734,"gpt":0.2480048388763136,"spread":0.2297475799849962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001335216,0.0002848787,0.0005493206,0.0003921041,0.0000348676,0.00002679007,0.0001365518,0.0001286831,0.0001168856],"category_scores_gemma":[0.000008489628,0.0002899411,0.00006929496,0.0006557588,0.0001173731,0.0002550881,5.353682e-7,0.0001546847,0.00002157677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004077814,"about_ca_system_score_gemma":0.00009711878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006183208,"about_ca_topic_score_gemma":0.0000139812,"domain_scores_codex":[0.9983877,0.00005768893,0.00052734,0.0004235774,0.0003471151,0.0002565689],"domain_scores_gemma":[0.9987378,0.000188591,0.0003035652,0.0003594133,0.0003000441,0.0001106346],"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":[0.0005843356,0.0002009512,0.03046093,0.000214658,0.0004230569,0.000002700144,0.0008096404,0.00300754,0.9523201,0.0002791234,0.00001081951,0.01168613],"study_design_scores_gemma":[0.00366897,0.0004551808,0.1690387,0.000134002,0.0005473087,0.000002631861,0.00008505348,0.1546374,0.6708392,0.00004449466,0.0000208838,0.0005261388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6289796,0.0000238289,0.3703201,0.00002784534,0.00004207947,0.0004542392,0.00007207208,0.00005546431,0.00002480326],"genre_scores_gemma":[0.9983591,0.00008604391,0.001032218,0.00004606198,0.000007798605,0.00004166014,0.0003325189,0.00004095552,0.00005367689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693795,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021303501","doi":"10.1109/itec-india48457.2019.itecindia2019-217","title":"An Optimal Charging Station Mapping Strategy for Electric Vehicles Incorporating User Constraints by Fleet Tracking","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Charging station; Electric vehicle; Computer science; Automotive engineering; Linear programming; Integer programming; Dynamic programming; Duration (music); Scarcity; Operations research; Power (physics); Engineering","authors":[{"name":"Teena Merin Joseph","is_ca":true},{"name":"Damodaran Subramanian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509395934083046,"gpt":0.2367018281626245,"spread":0.2216078688217941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004587355,0.0004648198,0.0004454491,0.0004325511,0.0002382755,0.000275772,0.0003691571,0.0003669909,0.0001443722],"category_scores_gemma":[0.00001471091,0.0005436835,0.0001168025,0.0008973072,0.00004823161,0.001325504,6.339166e-7,0.000542853,0.00003670786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765963,"about_ca_system_score_gemma":0.0002677583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002496487,"about_ca_topic_score_gemma":0.00001520083,"domain_scores_codex":[0.9971672,0.00007310347,0.0008999985,0.0006762684,0.0004287727,0.0007546146],"domain_scores_gemma":[0.9984297,0.0001402398,0.0004130523,0.0003630352,0.0004687694,0.0001852653],"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":[0.00004941982,0.00004605277,0.002584373,0.0001449953,0.00006572745,0.000001089316,0.0008235446,0.03343156,0.8976603,0.003214944,0.0004057625,0.06157219],"study_design_scores_gemma":[0.001731455,0.0004340279,0.05447308,0.0001005275,0.00007878624,0.000007453861,0.0006432296,0.3347577,0.6056009,0.0006233531,0.000471155,0.001078276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021558,0.0001793855,0.2954154,0.00005265704,0.0001756882,0.001140898,0.0002648601,0.0004270332,0.0001882774],"genre_scores_gemma":[0.9934671,0.0001380689,0.002916735,0.00008258906,0.000129603,0.0001471036,0.002912539,0.0001086648,0.00009761324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3013262,"threshold_uncertainty_score":0.9997014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022221624","doi":"10.1109/itec-india48457.2019.itecindia2019-263","title":"Investigations on Winding Modeling Techniques for Electrical Stress Analysis in VSI-Fed Traction Electric Machines","year":2019,"lang":"en","type":"article","venue":"2019 IEEE Transportation Electrification Conference (ITEC-India)","topic":"Electric Motor Design and Analysis","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":"Concordia University","funders":"","keywords":"Electromagnetic coil; Traction (geology); Voltage source inverter; Stress (linguistics); Voltage; Traction motor; Computer science; Engineering; Inverter; Electrical engineering; Mechanical engineering","authors":[{"name":"Ashutosh Patel","is_ca":true},{"name":"Chunyan Lai","is_ca":true},{"name":"K. Lakshmi Varaha Iyer","is_ca":false},{"name":"Gerd Schlager","is_ca":false},{"name":"Narayan C. Kar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01904649964554933,"gpt":0.2504698980923885,"spread":0.2314233984468392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004890721,0.0004391195,0.0006435163,0.002751257,0.0001557758,0.0001260252,0.0003317448,0.000371847,0.00006380265],"category_scores_gemma":[0.0000464181,0.0004934538,0.0003202672,0.005011669,0.00001801665,0.0005020691,5.140406e-7,0.0006094238,0.00003360976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389394,"about_ca_system_score_gemma":0.0001787433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001300956,"about_ca_topic_score_gemma":0.0002316778,"domain_scores_codex":[0.9970486,0.0001033698,0.000970736,0.0007233696,0.0004972782,0.0006566635],"domain_scores_gemma":[0.9985892,0.0002729995,0.0002568541,0.0004339564,0.0002938877,0.0001531505],"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":[0.0001995528,0.0002982382,0.02537637,0.0001528172,0.0006475982,0.000002634272,0.0006949265,0.235727,0.687902,0.005457319,0.0001372431,0.04340423],"study_design_scores_gemma":[0.0005139438,0.0001893001,0.01764531,0.00004541897,0.0004201314,7.009172e-7,0.0000168857,0.8623338,0.1176898,0.0005793254,0.00004875899,0.0005165457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5923719,0.0001120019,0.4052565,0.00009355909,0.00009384865,0.001203052,0.00007158545,0.0004877911,0.0003097464],"genre_scores_gemma":[0.9951594,0.000378156,0.002173404,0.00006547482,0.0000886649,0.0004356789,0.001369209,0.00007190207,0.000258103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266068,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}