{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"859ee158acf0","filters":{"venue":"2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)"}},"results":[{"id":"W4211205009","doi":"10.1109/icecet52533.2021.9698809","title":"Optimal sizing of a passive hybridization fuel cell – battery","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)","topic":"Fuel Cells and Related Materials","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":"Safran Electronics (Canada)","funders":"Bpifrance","keywords":"Sizing; Battery (electricity); Proton exchange membrane fuel cell; Computer science; Automotive engineering; Fuel cells; Dual (grammatical number); Electrical engineering; Engineering; Chemistry; Power (physics); Chemical engineering; Physics","authors":[{"name":"Thomas Jarry","is_ca":false},{"name":"Fabien Lacressonnière","is_ca":false},{"name":"Amine Jaafar","is_ca":false},{"name":"Christophe Turpin","is_ca":false},{"name":"Marion Scohy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008577453417273152,"gpt":0.19476671358733,"spread":0.1861892601700569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755645,0.0006212246,0.0009057986,0.0002794661,0.0004320858,0.001160159,0.0008599194,0.001031997,0.006231354],"category_scores_gemma":[0.0003792475,0.000464969,0.0005911725,0.0003367378,0.0005625,0.0007101433,0.0004786359,0.0004816758,0.0006795226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083401,"about_ca_system_score_gemma":0.001044221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005474433,"about_ca_topic_score_gemma":0.003997082,"domain_scores_codex":[0.9999049,0.00001802459,0.000003154763,0.00002548277,0.00003034984,0.00001816708],"domain_scores_gemma":[0.9999106,0.00004563068,0.00001073678,0.000008539528,0.00001783864,0.00000662884],"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":[0.00004967917,0.00002147987,0.0001400199,0.00005774889,0.00001184227,0.00006063939,0.00001460321,0.985773,0.006351486,0.002600702,0.0002358049,0.004683017],"study_design_scores_gemma":[0.00002038443,0.0000649693,0.0001389728,0.000004129596,0.00001660633,0.00002766179,0.00001458869,0.9952813,0.002205094,0.001287969,0.0009329916,0.000005384026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2605024,0.0007204153,0.6562617,0.0004867028,0.0001175701,0.0003019497,0.001002115,0.0009715937,0.07963555],"genre_scores_gemma":[0.9646282,0.000211803,0.02463981,0.00004681272,0.00001165405,0.0002325712,0.0001999158,0.00005246262,0.009976876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006231354,"threshold_uncertainty_score":0.02084601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211005114","doi":"10.1109/icecet52533.2021.9698794","title":"Anomalous energy detection for resource-constrained embedded systems using tracing data analysis","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)","topic":"Anomaly Detection Techniques and Applications","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":"Concordia University; Polytechnique Montréal","funders":"","keywords":"Computer science; Anomaly detection; Energy consumption; Real-time computing; Tracing; Embedded system; Wireless sensor network; Distributed computing; Data mining; Computer network; Operating system; Engineering","authors":[{"name":"Ahmad Shahnejat Bushehri","is_ca":true},{"name":"Samira Keivanpour","is_ca":true},{"name":"Muhammad Azam","is_ca":true},{"name":"Gabriela Niculescu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04562833017409511,"gpt":0.2841524381098398,"spread":0.2385241079357446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806495,0.0008556899,0.0005445163,0.00162651,0.0002759545,0.0007679412,0.0007509041,0.0003365438,0.0004006031],"category_scores_gemma":[0.002226166,0.0001789411,0.0003599397,0.001165706,0.000284624,0.001053735,0.0004953407,0.0004917453,0.000156055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808743,"about_ca_system_score_gemma":0.000566611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003695128,"about_ca_topic_score_gemma":0.003208448,"domain_scores_codex":[0.9994822,0.00007428313,0.00004881326,0.0001098893,0.0002346841,0.00005009814],"domain_scores_gemma":[0.9986784,0.0004638701,0.0002908247,0.000252177,0.0002615134,0.00005316672],"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":[0.0009304312,0.0006827373,0.1064548,0.0003500129,0.000269651,0.001309584,0.0008404315,0.31647,0.1073141,0.006556623,0.002276753,0.4565449],"study_design_scores_gemma":[0.000004321755,0.00004868113,0.004271917,0.000007791254,0.0000123044,0.0001116079,0.00004476166,0.9815862,0.01160594,0.001784202,0.00051198,0.00001020921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3660953,0.000409708,0.6256865,0.000235492,0.00003075303,0.00009373748,0.0003397598,0.006047344,0.001061313],"genre_scores_gemma":[0.9550952,0.0001205386,0.04403002,0.00002647414,0.000007738103,0.00003357249,0.0002697487,0.00006415557,0.0003524821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003695128,"threshold_uncertainty_score":0.007347226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211208358","doi":"10.1109/icecet52533.2021.9698250","title":"Internet of things in Optimizing Emergency logistics of Wildfire: A Review and Application Perspective in Canada","year":2021,"lang":"en","type":"review","venue":"2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Internet of Things; Perspective (graphical); Big data; Scale (ratio); Computer science; The Internet; Analytics; Climate change; Resource allocation; Resource (disambiguation); Environmental resource management; Business; Computer security; Environmental science; Data science; Geography; World Wide Web; Cartography","authors":[{"name":"Samira Keivanpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04103398615186681,"gpt":0.2756579961826147,"spread":0.2346240100307479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007629726,0.0005731338,0.0008045143,0.003021538,0.0003336895,0.001299346,0.0006168282,0.0007866923,0.001525586],"category_scores_gemma":[0.001610274,0.0002655195,0.000728787,0.006455738,0.0003534255,0.001036601,0.000350977,0.0007456999,0.0002974481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390367,"about_ca_system_score_gemma":0.004608968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03023385,"about_ca_topic_score_gemma":0.05611164,"domain_scores_codex":[0.9997242,0.00003458883,0.00004596203,0.00003986545,0.0001277131,0.00002755764],"domain_scores_gemma":[0.9988028,0.0006069121,0.0001269009,0.00001717336,0.0003972025,0.00004901258],"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":[0.0000711422,0.00006991312,0.0008249174,0.0571997,0.0002482049,0.0002480428,0.0002603197,0.001970024,0.000994502,0.008323497,0.01819244,0.9115974],"study_design_scores_gemma":[0.00001355296,0.0001885635,0.004087224,0.0258135,0.0006385871,0.0006177484,0.0005154756,0.0008219075,0.0008339885,0.002531315,0.9638748,0.00006338617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003353961,0.998017,0.0001329671,0.0002312836,0.00009127258,0.000005328889,0.00002131653,0.000002978405,0.00116249],"genre_scores_gemma":[0.001760295,0.997694,0.0002010109,0.00008793329,0.00003968653,0.000003173024,0.00001811866,9.080761e-7,0.0001949056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9697661,"threshold_uncertainty_score":0.06011575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}