{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"92fdc95c5a76","filters":{"venue":"Renewable and Sustainable Energy Technology"}},"results":[{"id":"W7138841990","doi":"10.53941/rset.2025.100010","title":"Advancements in EV Charging Standards and Technologies for Sustainable Transportation","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Technology","topic":"Electric Vehicles and Infrastructure","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":"McMaster University","funders":"","keywords":"Software deployment; Interoperability; Sustainable transport; Electricity; Scope (computer science); Standardization; Emerging technologies; Environmentally friendly","authors":[{"name":"Ahmad Yasin","is_ca":false},{"name":"Ayman Mdallal","is_ca":true},{"name":"Ali H. Kasem Alaboudy","is_ca":false},{"name":"Khaled Elsaid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001699296507019035,"gpt":0.2034694982145667,"spread":0.2017702017075476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002226682,0.0004340138,0.0002478735,0.001112833,0.0006226535,0.002542911,0.0008260554,0.001278348,0.004773935],"category_scores_gemma":[0.003501353,0.0001826961,0.0004466359,0.002156392,0.001082373,0.005858372,0.002166799,0.001935526,0.001173899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709529,"about_ca_system_score_gemma":0.002269596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929539,"about_ca_topic_score_gemma":0.001843256,"domain_scores_codex":[0.9985548,0.0002878533,0.00009409052,0.0001560565,0.0007700482,0.0001372243],"domain_scores_gemma":[0.9979988,0.0005686191,0.0001802263,0.0002695434,0.0008949309,0.00008785813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003079635,0.00007787759,0.002192497,0.0008412754,0.00001868016,0.0001484442,0.0004880942,0.01083103,0.004464983,0.593445,0.01220453,0.3752568],"study_design_scores_gemma":[0.000007427844,0.0001041503,0.002446694,0.0006466255,0.00002471939,0.0005210992,0.0009298323,0.01372688,0.006023981,0.1387779,0.8367411,0.00004944815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0855382,0.08395231,0.2938215,0.0431531,0.003760185,0.0001751794,0.0004305976,0.001076273,0.4880926],"genre_scores_gemma":[0.7159472,0.1317433,0.1034653,0.002999243,0.00187782,0.0001197144,0.0008095527,0.0002683418,0.04276963],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004773935,"threshold_uncertainty_score":0.01597041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415383727","doi":"10.53941/rest.2025.100010","title":"Advancements in EV Charging Standards and Technologies for Sustainable Transportation","year":2025,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Technology","topic":"Advanced Battery Technologies Research","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":"McMaster University","funders":"","keywords":"Software deployment; Interoperability; Sustainable transport; Electricity; Scope (computer science); Standardization; Emerging technologies; Environmentally friendly","authors":[{"name":"Ahmad Yasin","is_ca":false},{"name":"Ayman Mdallal","is_ca":true},{"name":"Ali H. Kasem Alaboudy","is_ca":false},{"name":"Khaled Elsaid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003971376683355158,"gpt":0.2510823819134989,"spread":0.2471110052301437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002212058,0.0004339497,0.0002499083,0.001104652,0.0006211314,0.002526778,0.0008317398,0.001274882,0.004733475],"category_scores_gemma":[0.003445891,0.0001818334,0.0004437112,0.002177788,0.001039441,0.005798487,0.002176986,0.001884344,0.001191614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685443,"about_ca_system_score_gemma":0.002277508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952904,"about_ca_topic_score_gemma":0.001859308,"domain_scores_codex":[0.9985592,0.0002811172,0.00009341109,0.0001550765,0.0007749728,0.0001362249],"domain_scores_gemma":[0.9980407,0.0005398694,0.0001755812,0.0002591823,0.0008993559,0.0000853194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003222583,0.00008013512,0.002289986,0.0008825247,0.00001947887,0.0001534201,0.0004978477,0.01092729,0.004771268,0.572118,0.01279926,0.3954284],"study_design_scores_gemma":[0.000007444802,0.0001035641,0.002436068,0.000641745,0.00002527979,0.0005162423,0.0009178732,0.01350347,0.006279647,0.1316298,0.8438895,0.00004918177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08595291,0.08687069,0.296042,0.04255271,0.003892129,0.0001823599,0.0004509675,0.001104565,0.4829516],"genre_scores_gemma":[0.7098886,0.1356672,0.1044152,0.003062726,0.00189205,0.0001257964,0.0008539578,0.0002739095,0.04382053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004733475,"threshold_uncertainty_score":0.01583505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}