{"meta":{"query_hash":"c43b86948977","filters":{"venue":"Studies in Infrastructure and Control"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/c43b86948977","api":"https://metacan.xera.ac/api/v1/cohort?venue=Studies+in+Infrastructure+and+Control"},"results":[{"id":"W4317605746","doi":"10.1007/978-981-19-7956-9_8","title":"Control of Hybrid Off-Microgrid Configurations Based on Renewable and Non-renewable Energy Sources","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in Infrastructure and Control","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group; École de Technologie Supérieure; Cegep de Sept Iles","funders":"","keywords":"Maximum power point tracking; Renewable energy; Diesel generator; Control theory (sociology); Controller (irrigation); Microgrid; Engineering; Photovoltaic system; Rotor (electric); Grid; Stator; Vector control; Automotive engineering; Voltage; Computer science; Inverter; Electrical engineering; Induction motor; Control (management); Diesel fuel","score_opus":0.0059733224528903655,"score_gpt":0.1936179893062437,"score_spread":0.18764466685335332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317605746","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":[0.18242754,0.002225429,0.65656,0.00040230982,0.0006218336,0.00013362945,0.00023048221,0.0011460718,0.15625268],"genre_scores_gemma":[0.9830997,0.0003211235,0.0065972763,0.000047864763,0.000061775005,0.000042222222,0.000051950068,0.00003995065,0.009738038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991703,0.00001985236,0.0000038708545,0.000019533434,0.000023045664,0.000016798775],"domain_scores_gemma":[0.9999193,0.000031276868,0.0000150647065,0.000009193567,0.000019812951,0.000005450636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018730493,0.00062468013,0.00045382592,0.00017910634,0.00023066172,0.0012148502,0.0005853318,0.00024679198,0.0035878313],"category_scores_gemma":[0.0001911464,0.00018119905,0.00026181163,0.00019807274,0.0003153464,0.0005194821,0.00040928664,0.00033351366,0.00035582462],"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":[0.00051890244,0.00016644903,0.0005360353,0.0004310579,0.00011537264,0.0002223482,0.0002191429,0.74985415,0.03931054,0.023553366,0.006153534,0.17891903],"study_design_scores_gemma":[0.000031163443,0.0002336621,0.00073167786,0.000035121237,0.000030288904,0.000059383896,0.00005780824,0.9828621,0.0035073443,0.008083357,0.004355075,0.000013068943],"about_ca_topic_score_codex":0.0012074204,"about_ca_topic_score_gemma":0.0022465258,"teacher_disagreement_score":0.0035878313,"about_ca_system_score_codex":0.00023306471,"about_ca_system_score_gemma":0.00014128182,"threshold_uncertainty_score":0.012002528},"labels":[],"label_agreement":null}]}