{"meta":{"query_hash":"464fa7262429","filters":{"venue":"22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/464fa7262429","api":"https://metacan.xera.ac/api/v1/cohort?venue=22nd+International+Conference+and+Exhibition+on+Electricity+Distribution+%28CIRED+2013%29"},"results":[{"id":"W2015087446","doi":"10.1049/cp.2013.0976","title":"Universal IED for distribution smart grids","year":2013,"lang":"en","type":"article","venue":"22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013)","topic":"Power Systems and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Interoperability; Smart grid; Computer science; Modular design; Reliability (semiconductor); Service (business); Task (project management); Quality (philosophy); Systems engineering; Plug and play; Quality of service; Embedded system; Computer security; Telecommunications; Engineering; Power (physics); World Wide Web; Electrical engineering; Operating system","score_opus":0.015080003965217643,"score_gpt":0.21720578383123285,"score_spread":0.2021257798660152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015087446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007815763,0.010039248,0.7070982,0.0034461538,0.002444043,0.00035888824,0.00056419545,0.0045688157,0.26366466],"genre_scores_gemma":[0.23810136,0.011657264,0.54348373,0.003091498,0.00091750175,0.0006166251,0.0014378178,0.00097354356,0.19972065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948657,0.0001376109,0.00004109495,0.00009655709,0.0001893139,0.000048786806],"domain_scores_gemma":[0.9995975,0.000080116864,0.000035524223,0.00014977397,0.00010134793,0.000035662615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007546908,0.00051461655,0.00029498892,0.00071058975,0.00043877424,0.002072266,0.0007123992,0.001265795,0.02002797],"category_scores_gemma":[0.0012365557,0.00022954305,0.00033229555,0.0008822146,0.0008626275,0.0033829715,0.001510504,0.0012829639,0.0060077375],"study_design_candidate":"simulation_or_modeling","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":[0.00008431158,0.000040544517,0.0005454787,0.00037940807,0.00000957628,0.00026065556,0.00024545137,0.0020055103,0.01078215,0.6602828,0.04498153,0.2803826],"study_design_scores_gemma":[0.00002156605,0.000071335424,0.00030223085,0.00016865598,0.0000104206965,0.0005124501,0.00007324772,0.00481024,0.0046278336,0.042934258,0.9464517,0.000015986458],"about_ca_topic_score_codex":0.0003474468,"about_ca_topic_score_gemma":0.0005289639,"teacher_disagreement_score":0.02002797,"about_ca_system_score_codex":0.0009603067,"about_ca_system_score_gemma":0.00055327883,"threshold_uncertainty_score":0.06700021},"labels":[],"label_agreement":null},{"id":"W2103185317","doi":"10.1049/cp.2013.1023","title":"Optimization model for the energy supply in city quarters","year":2013,"lang":"en","type":"article","venue":"22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Wirtschaft und Technologie","keywords":"Investment (military); Electricity; Environmental economics; Photovoltaic system; Quarter (Canadian coin); Work (physics); Energy supply; Order (exchange); Load shifting; Supply and demand; Mains electricity; Distributed generation; Energy consumption; Computer science; Energy (signal processing); Economics; Microeconomics; Engineering; Renewable energy; Electrical engineering; Finance; Mechanical engineering","score_opus":0.017533753198245523,"score_gpt":0.21602539417382152,"score_spread":0.198491640975576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103185317","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13754018,0.0016283834,0.74338996,0.0031874008,0.00031859524,0.00022297983,0.0048812944,0.0006237638,0.10820742],"genre_scores_gemma":[0.90789425,0.0008767136,0.02802822,0.00022805548,0.00007088003,0.00036081052,0.0012170959,0.00013999225,0.061183956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994548,0.0002190229,0.00001740592,0.0001316746,0.00007134012,0.00010570589],"domain_scores_gemma":[0.99960774,0.0001950198,0.00006362199,0.000018390112,0.00007760815,0.00003764413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071733654,0.0009989524,0.001069616,0.0005394287,0.0005319681,0.0020490657,0.0014127843,0.0016993289,0.013937167],"category_scores_gemma":[0.0014760315,0.0006630361,0.0010195698,0.0013156183,0.00075669785,0.0010919612,0.0011724388,0.001398053,0.0012330161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042980664,0.000018128052,0.00029204506,0.000033187967,0.000019678077,0.000069408605,0.000024349149,0.9778537,0.00025752373,0.018236002,0.0010633329,0.0020896855],"study_design_scores_gemma":[0.0000148189165,0.000017697737,0.00021453397,0.0000048127185,0.000009214999,0.000012684094,0.000028729986,0.9921158,0.000058041423,0.005991574,0.0015259982,0.0000060215466],"about_ca_topic_score_codex":0.02068524,"about_ca_topic_score_gemma":0.013031764,"teacher_disagreement_score":0.02068524,"about_ca_system_score_codex":0.0021701325,"about_ca_system_score_gemma":0.0014473784,"threshold_uncertainty_score":0.04662448},"labels":[],"label_agreement":null}]}