{"meta":{"query_hash":"dea1d4ae3c9b","filters":{"venue":"Renewable Energy and Sustainable Development"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dea1d4ae3c9b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Renewable+Energy+and+Sustainable+Development"},"results":[{"id":"W2193709359","doi":"10.21622/resd.2015.01.1.030","title":"A review of Indirect Matrix Converter Topologies","year":2015,"lang":"en","type":"review","venue":"Renewable Energy and Sustainable Development","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Network topology; Capacitor; Ćuk converter; Topology (electrical circuits); Computer science; Forward converter; Electronic engineering; Engineering; Electrical engineering; Voltage; Boost converter","score_opus":0.024302540659503363,"score_gpt":0.2656701801179884,"score_spread":0.24136763945848502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193709359","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8374478e-7,0.99295014,0.0020375443,0.0000060819393,0.00022883473,0.00031970546,0.000007572408,0.0001310065,0.004318813],"genre_scores_gemma":[0.000008187982,0.98664737,0.00045020712,0.00010792172,0.000034848406,0.00024990147,0.00012336663,0.00006795392,0.01231026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779665,0.00010194088,0.0008687608,0.00035434164,0.0002268137,0.0006514913],"domain_scores_gemma":[0.99905896,0.000065568136,0.00018020759,0.0003499986,0.00016976925,0.00017547788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055197236,0.0005647588,0.0021298905,0.00030592596,0.00008131332,0.00003364043,0.00031455394,0.00033017615,0.00011598583],"category_scores_gemma":[0.000030971776,0.0004639479,0.00018204907,0.00037666803,0.00007291654,0.000119792836,0.0002140237,0.00013762235,0.0000060792554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001730247,0.000009734892,5.219484e-7,0.2146533,0.0002531146,0.000043179996,0.00008048177,0.000021169639,4.4230287e-8,0.00015139353,0.03460094,0.7501844],"study_design_scores_gemma":[0.00016242429,0.000016746117,1.9293122e-7,0.037353426,0.00020949433,0.000033852386,0.0002477109,0.0003760134,0.000017418746,0.000075902586,0.9609824,0.00052442815],"about_ca_topic_score_codex":0.00029964498,"about_ca_topic_score_gemma":0.000025096042,"teacher_disagreement_score":0.92638147,"about_ca_system_score_codex":0.00038896513,"about_ca_system_score_gemma":0.00085711625,"threshold_uncertainty_score":0.99978125},"labels":[],"label_agreement":null},{"id":"W2555261367","doi":"10.21622/resd.2016.02.1.002","title":"Page Header OPEN JOURNAL SYSTEMS Journal Help USER Username yasser Password •••••••••• Remember me Login NOTIFICATIONS View Subscribe JOURNAL CONTENT Search Search Scope Search Browse By Issue By Author By Title Other Journals Categories FONT SIZE Make font size smallerMake font size defaultMake font size larger INFORMATION For Readers HOME ABOUT LOGIN REGISTER CATEGORIES SEARCH CURRENT ARCHIVES ANNOUNCEMENTS Home &gt; Archives &gt; Vol 2, No 1 (2016) Vol 2, No 1 (2016) RESD Volume 2, Issue 1, June 2016 Table of Contents Editorials Developing Water Resources Within and Without Borders: Egypt’s Road to Achieve Sustainable Development PDF Hossam Moghazy 1 Silent Revolution in Research for Sustainability","year":2016,"lang":"en","type":"article","venue":"Renewable Energy and Sustainable Development","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Login; Password; Scope (computer science); Header; World Wide Web; Computer science; Information retrieval; Computer security; Computer network","score_opus":0.0484986043569155,"score_gpt":0.32479548745999764,"score_spread":0.27629688310308215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555261367","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37504795,0.066301174,0.34433517,0.11119208,0.026077703,0.06666227,0.0019056384,0.00060930033,0.007868724],"genre_scores_gemma":[0.11094874,0.011998474,0.011809975,0.0004499739,0.0027656304,0.0033953874,0.0002466339,0.00033047967,0.8580547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9847665,0.0033283709,0.0032882593,0.0013352811,0.0030246908,0.0042569367],"domain_scores_gemma":[0.9856903,0.0016768372,0.0008924868,0.00074712356,0.009718767,0.001274482],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02260429,0.00099808,0.0016669001,0.0009900267,0.00461246,0.0038052734,0.0017766296,0.00048149927,0.00051571283],"category_scores_gemma":[0.0048821447,0.00073783135,0.0002158207,0.000881803,0.0011571583,0.002333476,0.001175993,0.001042027,0.000038779508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.009636499,0.0014834439,0.006153194,0.0057673883,0.0016025016,0.000097145,0.10725549,0.0018321314,0.006200222,0.0009371215,0.8474345,0.011600361],"study_design_scores_gemma":[0.0046439124,0.0005398337,0.0008514174,0.001815201,0.00006392891,0.000020394042,0.07045244,0.00009622765,0.0025486243,0.00090821733,0.91699594,0.0010638393],"about_ca_topic_score_codex":0.012279879,"about_ca_topic_score_gemma":0.002159465,"teacher_disagreement_score":0.850186,"about_ca_system_score_codex":0.00420217,"about_ca_system_score_gemma":0.0065084365,"threshold_uncertainty_score":0.9996205},"labels":[],"label_agreement":null},{"id":"W2809489242","doi":"10.21622/resd.2018.04.1.002","title":"State-of-the-art Charging Solutions for Electric Transportation and Autonomous E-mobility","year":2018,"lang":"en","type":"article","venue":"Renewable Energy and Sustainable Development","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrification; Electric vehicle; Energy storage; Automotive engineering; State (computer science); Computer science; Transport engineering; Electric energy; Energy (signal processing); Environmental science; Electrical engineering; Engineering; Electricity; Physics; Power (physics)","score_opus":0.008612687333953711,"score_gpt":0.21999200694849688,"score_spread":0.21137931961454318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809489242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57639354,0.0010913298,0.42104927,0.00011087497,0.00007915716,0.0004061319,0.000005933529,0.00022656491,0.0006371702],"genre_scores_gemma":[0.99273545,0.00020199677,0.0027213048,0.000012735842,0.000010032576,0.00016833465,0.000009862784,0.000016599019,0.0041236696],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989867,0.000011376417,0.00019629538,0.00017375473,0.00009120613,0.00054066675],"domain_scores_gemma":[0.99961716,0.000046129982,0.000027667496,0.00013973334,0.00012866975,0.00004062493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025223382,0.000108999346,0.00012859692,0.00012260405,0.0003715933,0.000017019081,0.00009783241,0.000054704524,0.0000055607798],"category_scores_gemma":[0.00003601061,0.00009675607,0.000017366121,0.00031481963,0.000089948786,0.000121508936,0.000044930868,0.000049473027,2.1642401e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002558875,0.00024856807,0.004327796,0.0036333038,0.00044654097,0.00002384101,0.0041046585,0.36915568,0.0612645,0.025781373,0.007133833,0.523624],"study_design_scores_gemma":[0.0008262597,0.00016892297,0.011950565,0.000061948434,0.000018355186,0.0000065890567,0.0012563708,0.057511043,0.6091002,0.020466052,0.2981198,0.0005138742],"about_ca_topic_score_codex":0.00008890973,"about_ca_topic_score_gemma":0.0004561283,"teacher_disagreement_score":0.5478357,"about_ca_system_score_codex":0.0001832124,"about_ca_system_score_gemma":0.0001290496,"threshold_uncertainty_score":0.3945598},"labels":[],"label_agreement":null}]}