{"meta":{"query_hash":"a245a8f52449","filters":{"venue":"Equipment Manufacturing Technology"},"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/a245a8f52449","api":"https://metacan.xera.ac/api/v1/cohort?venue=Equipment+Manufacturing+Technology"},"results":[{"id":"W2353328946","doi":"","title":"Marine Oil Separator Automatic Control","year":2011,"lang":"en","type":"article","venue":"Equipment Manufacturing Technology","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":0,"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":"","keywords":"Separator (oil production); Upgrade; Engineering; Marine engineering; Automatic control; Control system; Automotive engineering; Control engineering; Computer science; Operating system; Electrical engineering","score_opus":0.00968390428223099,"score_gpt":0.21083079441232744,"score_spread":0.20114689013009646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353328946","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12990151,0.0017380218,0.72470754,0.0006619604,0.0008903777,0.00028155348,0.0005810587,0.025364878,0.11587307],"genre_scores_gemma":[0.903565,0.00042738693,0.03333647,0.00029428254,0.00019936264,0.0001426136,0.0005612339,0.0003073455,0.06116632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951696,0.000029374558,0.000019198133,0.00009981507,0.0002941497,0.00004044842],"domain_scores_gemma":[0.9996518,0.00005103345,0.000031598127,0.000048035905,0.00020115194,0.000016413791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018669905,0.0003814557,0.0002029827,0.00048628132,0.0005057349,0.0006809053,0.0007149748,0.00035477188,0.006394813],"category_scores_gemma":[0.00046173786,0.00012327427,0.00017864243,0.00031721743,0.00024222683,0.00034402602,0.00034084453,0.0004309472,0.0022278554],"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":[0.00071882823,0.00010567849,0.0036829757,0.00040172244,0.000041100084,0.00033046823,0.00038213326,0.011268896,0.24535243,0.007113998,0.019271754,0.71133006],"study_design_scores_gemma":[0.00019603882,0.0008195899,0.017219817,0.0001094376,0.00010799141,0.0013389669,0.00017516605,0.22669816,0.43277368,0.0030672168,0.31733626,0.00015773418],"about_ca_topic_score_codex":0.0031015098,"about_ca_topic_score_gemma":0.0025717756,"teacher_disagreement_score":0.006394813,"about_ca_system_score_codex":0.00035431152,"about_ca_system_score_gemma":0.0006075053,"threshold_uncertainty_score":0.021392763},"labels":[],"label_agreement":null}]}