{"meta":{"query_hash":"e9de7837b554","filters":{"venue":"Control & Automation"},"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/e9de7837b554","api":"https://metacan.xera.ac/api/v1/cohort?venue=Control+%26+Automation"},"results":[{"id":"W2584452934","doi":"","title":"Comparative Study of State Estimation of Fuel Cell Hybrid System Using UKF and EKF","year":2007,"lang":"en","type":"article","venue":"Control & Automation","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Solid oxide fuel cell; Process engineering; Computer science; Automotive engineering; Electricity generation; Environmental science; Distributed generation; Power (physics); Electrical engineering; Renewable energy; Engineering; Chemistry","score_opus":0.008467842463265624,"score_gpt":0.2407063329043533,"score_spread":0.23223849044108769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584452934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81862944,0.0024377012,0.16708486,0.0003325398,0.00027166356,0.000077162724,0.0004176329,0.0009656372,0.009783341],"genre_scores_gemma":[0.99354136,0.00022525946,0.0051243715,0.00002249322,0.000013397567,0.000018209119,0.00025988126,0.00001677682,0.0007782424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996909,0.000057596433,0.000028248061,0.00006375642,0.00009289739,0.000066632],"domain_scores_gemma":[0.9988643,0.00061701983,0.00007635438,0.000046751524,0.0003641886,0.00003143281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094453985,0.00074281933,0.0009028419,0.00081816583,0.0004897474,0.0010027618,0.0003560927,0.00070452184,0.0014736322],"category_scores_gemma":[0.002473731,0.00018278982,0.00053942896,0.0003959549,0.00024724443,0.0007523337,0.0003493117,0.0005444706,0.0002598867],"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":[0.0014646049,0.00018413954,0.023629969,0.0007216646,0.00032340773,0.0005099547,0.00038437897,0.7515022,0.013590152,0.0015135853,0.0022827813,0.20389327],"study_design_scores_gemma":[0.000012021258,0.00013592369,0.012273219,0.000020500203,0.000047997575,0.00006396574,0.00009545429,0.9837013,0.0029478488,0.0002035601,0.00047756883,0.000020760575],"about_ca_topic_score_codex":0.017404795,"about_ca_topic_score_gemma":0.007292297,"teacher_disagreement_score":0.017404795,"about_ca_system_score_codex":0.00039455024,"about_ca_system_score_gemma":0.0003187903,"threshold_uncertainty_score":0.034606993},"labels":[],"label_agreement":null}]}