{"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":"b08f28dc1b50","filters":{"venue":"Management of Sustainable Development"}},"results":[{"id":"W2032543715","doi":"10.2478/msd-2013-0012","title":"DEVELOPING AN ECOLOGICAL AND MIGRATION SYSTEM FOR ICHTHYOFAUNA ON THE CRIŞUL REPEDE RIVER NEAR THE CITY HALL OF ORADEA","year":2013,"lang":"en","type":"article","venue":"Management of Sustainable Development","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Weir; Habitat; Fish <Actinopterygii>; Bridge (graph theory); Fish habitat; Upstream (networking); Front (military); Geography; Fishery; River management; Ecology; Hydrology (agriculture); Environmental science; Geology; Biology; Environmental resource management; Cartography; Telecommunications; Engineering; Meteorology; Geotechnical engineering","authors":[{"name":"Eric L Kay","is_ca":true},{"name":"Răzvan Voicu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02996037828489723,"gpt":0.2153826989972003,"spread":0.185422320712303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003792694,0.0002642202,0.00011138,0.0006939701,0.001041146,0.0006686631,0.0004831957,0.0002825206,0.003276533],"category_scores_gemma":[0.0004681076,0.0001247911,0.0002424006,0.0004391803,0.0002533947,0.0004099034,0.0007393784,0.0001887868,0.0006076229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359963,"about_ca_system_score_gemma":0.001737892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624751,"about_ca_topic_score_gemma":0.03689054,"domain_scores_codex":[0.999759,0.0000677432,0.00001893289,0.00006615077,0.00004900162,0.00003921135],"domain_scores_gemma":[0.9997652,0.00001443714,0.0000329756,0.00002927501,0.0001072584,0.00005082106],"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":[0.000236942,0.000573876,0.2042195,0.0004042569,0.00009098167,0.001437653,0.003690791,0.05867074,0.1253765,0.01861669,0.01421562,0.5724664],"study_design_scores_gemma":[0.000215993,0.001682442,0.4397487,0.0002684792,0.0002905559,0.00208627,0.01529349,0.3151405,0.04146192,0.006574393,0.1770115,0.0002257577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715623,0.0001199722,0.2962504,0.001183827,0.00009563228,0.001042684,0.0006333872,0.002919553,0.02619218],"genre_scores_gemma":[0.7922565,0.00009703031,0.1958032,0.00006088278,0.00001312841,0.0004033793,0.0005699618,0.00005290349,0.01074314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624751,"threshold_uncertainty_score":0.0323059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390392636","doi":"10.54989/msd-2023-0015","title":"ANALYSIS OF SPACEFLIGHT ACTIVITIES’ IMPACT ON SUSTAINABLE DEVELOPMENT IN THE GLOBAL SOUTH","year":2023,"lang":"en","type":"article","venue":"Management of Sustainable Development","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Deutsches Zentrum für Luft- und Raumfahrt; Japan Aerospace Exploration Agency; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration; European Space Agency; Canadian Space Agency; Comisión Nacional de Actividades Espaciales","keywords":"Thriving; Sustainable development; Space industry; Spaceflight; Work (physics); Satellite; Business; Space (punctuation); Environmental resource management; Environmental planning; Geography; Computer science; Engineering; Political science; Environmental science","authors":[{"name":"Volker Maiwald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083916812326977,"gpt":0.2615563503039652,"spread":0.2507171821806954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005414558,0.000133765,0.0001347618,0.001165904,0.0002549656,0.000982555,0.0001545463,0.0001367009,0.003500131],"category_scores_gemma":[0.00120596,0.00005199316,0.000500384,0.002485636,0.0004636176,0.0006760561,0.001158199,0.0002756145,0.0002786913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071872,"about_ca_system_score_gemma":0.000739857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168563,"about_ca_topic_score_gemma":0.01583162,"domain_scores_codex":[0.9996369,0.0001037087,0.00001619716,0.00003421718,0.0001360986,0.00007292833],"domain_scores_gemma":[0.999095,0.0003083674,0.000229428,0.00005113955,0.0002187841,0.00009739164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002330241,0.00009942542,0.8892996,0.0004491366,0.0003323004,0.0007605061,0.003997903,0.01111263,0.00338214,0.02138899,0.002036204,0.06690802],"study_design_scores_gemma":[0.000003122932,0.00007311275,0.972528,0.00006494564,0.00008621445,0.0001346116,0.005942271,0.002582936,0.0008697658,0.001891631,0.01581463,0.000008799863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594095,0.0007013772,0.0006887775,0.000404045,0.000009527327,0.00001684615,0.0008565152,0.00001167983,0.03790185],"genre_scores_gemma":[0.9978831,0.0004378768,0.0001462567,0.00001928268,0.00000435341,0.000006612958,0.0002313777,0.000004829717,0.001266179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168563,"threshold_uncertainty_score":0.02323526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402348545","doi":"10.54989/msd-2024-0008","title":"UNVEILING THE DILEMMA: DO FINANCIAL DERIVATIVES IMPERIL OR PROPEL ECONOMIC PROSPERITY?","year":2024,"lang":"en","type":"article","venue":"Management of Sustainable Development","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prosperity; Dilemma; Economics; Business; Finance; Economic growth; Philosophy","authors":[{"name":"Laura Raisa Miloş","is_ca":false},{"name":"Marius Cristian Miloș","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01790578248870045,"gpt":0.2280781713870331,"spread":0.2101723888983326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003225753,0.0002508759,0.0006260301,0.0009123395,0.0009952242,0.005903092,0.0006322987,0.002175423,0.004018087],"category_scores_gemma":[0.01493308,0.0001643167,0.0002823795,0.001232053,0.004383346,0.009391468,0.001965382,0.002563352,0.0005293685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185096,"about_ca_system_score_gemma":0.002243036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254755,"about_ca_topic_score_gemma":0.003404094,"domain_scores_codex":[0.9987458,0.0005367082,0.00007953549,0.0002470863,0.0002589613,0.0001319178],"domain_scores_gemma":[0.99231,0.00387617,0.002526148,0.0003668133,0.000561262,0.0003595511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005956654,0.0002318561,0.1945524,0.0007938854,0.0004287954,0.001372961,0.005329084,0.007578653,0.001836279,0.5625501,0.01733369,0.2073966],"study_design_scores_gemma":[0.00008543846,0.0003048813,0.1144335,0.001206616,0.000235063,0.000749818,0.02181209,0.01014322,0.002447637,0.7616185,0.08682186,0.0001413004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6954741,0.02978364,0.007526697,0.194314,0.0005953667,0.00003602116,0.0008765645,0.00006693425,0.07132667],"genre_scores_gemma":[0.9894627,0.00526163,0.0005867982,0.003124057,0.0002857935,0.000006770001,0.00005181652,0.00001251453,0.001207996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005903092,"threshold_uncertainty_score":0.01705962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}