{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4feb3904cea2","filters":{"venue":"Advanced Energy Systems"}},"results":[{"id":"W2090633548","doi":"10.1115/imece2006-16324","title":"Development of New Spatio-Temporal Wind Exergy Maps","year":2006,"lang":"en","type":"article","venue":"Advanced Energy Systems","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Istanbul Teknik Üniversitesi; University of Ontario Institute of Technology","keywords":"Exergy; Wind power; Wind speed; Environmental science; Turbine; Meteorology; Wind direction; Energy (signal processing); Atmospheric sciences; Marine engineering; Engineering; Geology; Geography; Aerospace engineering; Mathematics","authors":[{"name":"Ahmet Duran Şahin","is_ca":false},{"name":"İbrahim Dinçer","is_ca":true},{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00943532673289306,"gpt":0.2059584613185389,"spread":0.1965231345856459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004688744,0.0004010451,0.0002379268,0.002925797,0.0002607315,0.0008692403,0.0003995558,0.0001437134,0.002378137],"category_scores_gemma":[0.002236405,0.0003078437,0.0004364168,0.002234657,0.0001271337,0.0009509777,0.0004215906,0.0002597502,0.0004693877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549036,"about_ca_system_score_gemma":0.00056452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02749264,"about_ca_topic_score_gemma":0.0396274,"domain_scores_codex":[0.9998565,0.00001832343,0.00001612974,0.00003414636,0.00006003868,0.00001483319],"domain_scores_gemma":[0.9994469,0.0001480804,0.000065774,0.00005698826,0.0002638833,0.00001837849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002299042,0.0001093374,0.0719967,0.000411501,0.0002593775,0.0004980032,0.0008298759,0.5616665,0.01856168,0.01590268,0.005896304,0.323638],"study_design_scores_gemma":[0.00002462946,0.00004032902,0.08695582,0.00007251349,0.00008889751,0.0001980051,0.0006029131,0.8593299,0.01294687,0.007197125,0.03244754,0.00009546046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2680342,0.0003637548,0.6906381,0.0001140946,0.00006887325,0.0002763126,0.01754683,0.00389117,0.01906667],"genre_scores_gemma":[0.6654167,0.0005253825,0.3171356,0.00001470125,0.00002858841,0.0003623599,0.01184554,0.0008364524,0.003834867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02749264,"threshold_uncertainty_score":0.05466521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057121151","doi":"10.1115/imece2002-33149","title":"Impact on Overall Efficiency of Component Efficiency Increases for an Existing Thermal Electrical Generating Station","year":2002,"lang":"en","type":"article","venue":"Advanced Energy Systems","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Exergy; Electricity; Scope (computer science); Process engineering; Environmental science; Coal; Boiler (water heating); Exergy efficiency; Thermal efficiency; Power station; Transformer; Electricity generation; Computer science; Reliability engineering; Combustion; Engineering; Waste management; Electrical engineering; Power (physics)","authors":[{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148319155885448,"gpt":0.2535986344092502,"spread":0.2387667188207054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006595087,0.000545658,0.0003159525,0.0008408494,0.0003679032,0.0009554314,0.0005345514,0.000427239,0.008930144],"category_scores_gemma":[0.002774318,0.0001714085,0.0003935287,0.001030193,0.0003744215,0.0008797743,0.0006447075,0.0002755935,0.001273362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626259,"about_ca_system_score_gemma":0.0009688206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116052,"about_ca_topic_score_gemma":0.02435559,"domain_scores_codex":[0.9992573,0.0001270675,0.00002534873,0.00007784345,0.0003400292,0.0001724593],"domain_scores_gemma":[0.9987225,0.0003455011,0.00008659524,0.0001349301,0.0006278217,0.00008276777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002961251,0.000846259,0.1998893,0.0006280832,0.00037065,0.0009985272,0.0004278752,0.3107872,0.1373991,0.004949882,0.003597875,0.3371441],"study_design_scores_gemma":[0.0001420336,0.0024313,0.7590211,0.00006960128,0.0006874381,0.0004969272,0.001043568,0.07954117,0.1339574,0.001973747,0.02057038,0.00006535093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692936,0.0001532688,0.006786797,0.0001192266,0.00001439803,0.00006290631,0.000337484,0.0002851605,0.02294702],"genre_scores_gemma":[0.9926046,0.00009858816,0.00128133,0.00002148644,0.000005764557,0.00001201039,0.0003330543,0.00005863804,0.005584441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116052,"threshold_uncertainty_score":0.02987432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211902531","doi":"10.1115/imece2001/aes-23645","title":"Exergy Analysis of a Turbojet Engine Over a Complete Flight Cycle","year":2001,"lang":"en","type":"article","venue":"Advanced Energy Systems","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cruise; Turbojet; Exergy; Environmental science; Work (physics); Sensitivity (control systems); Descent (aeronautics); Climb; Computer science; Marine engineering; Automotive engineering; Engineering; Aerospace engineering; Mechanical engineering; Process engineering","authors":[{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007653383759632937,"gpt":0.2133410197054296,"spread":0.2056876359457967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073208,0.0002949793,0.0004140565,0.0009149449,0.0002893768,0.0003752066,0.0002991939,0.0002001655,0.0007819915],"category_scores_gemma":[0.0003792088,0.0001333176,0.0004304847,0.0007341281,0.0001856324,0.0002911696,0.0001820318,0.0001352479,0.0001402047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149912,"about_ca_system_score_gemma":0.0002256423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768596,"about_ca_topic_score_gemma":0.005201876,"domain_scores_codex":[0.9998972,0.00001030718,0.000006210121,0.00001578227,0.00005637153,0.00001407184],"domain_scores_gemma":[0.9998605,0.00005497305,0.00001501571,0.00001195957,0.00004823421,0.000009217343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001736603,0.0002031558,0.06823105,0.0003421544,0.0002392993,0.0007174232,0.0002382023,0.6142999,0.2114644,0.0006941207,0.0002893607,0.1015443],"study_design_scores_gemma":[0.00004752536,0.002832143,0.2962037,0.00003010129,0.000160547,0.0003821749,0.0002668113,0.4907975,0.2066007,0.0008384918,0.001731829,0.0001085891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995278,0.00007484575,0.003793179,0.000003298673,0.000002192766,0.00001034184,0.0001613194,0.00002496714,0.0006519253],"genre_scores_gemma":[0.998832,0.0000438694,0.0005801243,0.000001242208,5.217992e-7,0.000006077343,0.000171482,0.000006712978,0.0003580917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004768596,"threshold_uncertainty_score":0.009481728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}