{"meta":{"query_hash":"78540074aa17","filters":{"venue":"Engineering Advances"},"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/78540074aa17","api":"https://metacan.xera.ac/api/v1/cohort?venue=Engineering+Advances"},"results":[{"id":"W4321460969","doi":"10.26855/ea.2022.12.007","title":"Application of Intelligent Control in Mechatronics System","year":2023,"lang":"en","type":"article","venue":"Engineering Advances","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Mechatronics; Control (management); Computer science; Control engineering; Engineering; Manufacturing engineering; Artificial intelligence","score_opus":0.003708890126930747,"score_gpt":0.18810134158190348,"score_spread":0.18439245145497274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321460969","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12588167,0.008584126,0.85823345,0.0000571001,0.001843026,0.0007805201,0.000026137712,0.0040026703,0.0005912889],"genre_scores_gemma":[0.99956095,0.00009619123,0.00013182247,8.437962e-7,0.00005725289,0.00012368787,0.0000036988947,0.000017296492,0.000008247904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940896,0.0000064571323,0.00024271915,0.000089298934,0.00007133337,0.00018121471],"domain_scores_gemma":[0.9997502,0.000055575936,0.000025763471,0.00013947034,0.0000117752115,0.000017224102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018511135,0.00008947968,0.0001926457,0.00019056104,0.0000096275735,0.0000029772732,0.00011488262,0.00010071902,6.8720254e-7],"category_scores_gemma":[0.00001974423,0.00009396732,0.000029684543,0.00040905498,0.000007633899,0.000060249342,0.000007248068,0.00013439317,0.000035100325],"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":[0.000003776442,0.0000024422668,0.00020474926,0.00016180698,0.00001595538,0.0000016771364,0.000024743234,0.9674587,0.009060389,0.010804513,0.000015483418,0.012245726],"study_design_scores_gemma":[0.00031554556,0.000012001707,0.00013854793,0.00008422314,0.000004578251,0.0000015404963,0.00012538258,0.9801401,0.006432838,0.000055592114,0.012588646,0.0001009856],"about_ca_topic_score_codex":0.0000065515865,"about_ca_topic_score_gemma":0.000003923497,"teacher_disagreement_score":0.8736793,"about_ca_system_score_codex":0.00007320095,"about_ca_system_score_gemma":0.0000043071345,"threshold_uncertainty_score":0.38318762},"labels":[],"label_agreement":null}]}