{"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":"6c85d7247211","filters":{"venue":"European Journal of Studies in Management and Business"}},"results":[{"id":"W4210843854","doi":"10.32038/mbrq.2021.19.03","title":"Export Diversification: Strategy for International Trade of the Automotive Sector in Mexico Category","year":2021,"lang":"en","type":"article","venue":"European Journal of Studies in Management and Business","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Automotive industry; International trade; Foreign direct investment; Business; Treaty; Economics; Economy; International economics; Political science; Marketing; Engineering","authors":[{"name":"María Fernanda Mercado Zapata","is_ca":false},{"name":"Yeniffer Pineda Torres","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1014055974335019,"gpt":0.2535873027395564,"spread":0.1521817053060545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007406458,0.00007352343,0.0002184516,0.000201954,0.00004416309,0.00002161147,0.0001769874,0.00001075502,0.00002397505],"category_scores_gemma":[0.00006781895,0.00006498429,0.00004096186,0.0004000263,0.00007836371,0.0002247903,0.00009900194,0.00006147043,0.000001111269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899637,"about_ca_system_score_gemma":0.00001052421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002734328,"about_ca_topic_score_gemma":0.000006223802,"domain_scores_codex":[0.9990964,0.00001991693,0.0006392609,0.0001287246,0.00003397729,0.00008173436],"domain_scores_gemma":[0.9992097,0.00002250595,0.0005093372,0.00008808173,0.0001621176,0.000008240518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006151738,0.0002700091,0.9570622,0.0005493226,0.0004597792,0.0000843228,0.002527697,0.00190457,0.000007142586,0.0274184,0.004513339,0.005141674],"study_design_scores_gemma":[0.0009715782,0.00001152211,0.9833209,0.0001080814,0.000009057227,0.000004870594,0.002606978,0.00006663211,0.00001792039,0.002170738,0.01063808,0.00007364082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950016,0.007082828,0.003264945,0.004356444,0.003718721,0.0003053877,0.00002696669,0.000005786257,0.03122287],"genre_scores_gemma":[0.9972258,0.001918608,0.0003620628,0.0001127249,0.0001130871,0.000002288255,0.000003293431,0.000007318241,0.0002548062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04720976,"threshold_uncertainty_score":0.2649983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388286992","doi":"10.32038/mbrq.2022.22.03","title":"What do Consumers Think About Disposal Recyclable Waste in Montreal? A Study on Discard Behavior","year":2022,"lang":"en","type":"article","venue":"European Journal of Studies in Management and Business","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dispose pattern; Business; Sustainability; Context (archaeology); Marketing; Supply chain; Environmental economics; Waste management; Engineering; Economics","authors":[{"name":"Carina Pasqualotto","is_ca":false},{"name":"Daniela Callegaro de Menezes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02687466011344737,"gpt":0.2614694964744654,"spread":0.234594836361018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003702097,0.0003868004,0.0005979682,0.001648247,0.0004040612,0.0005674838,0.0006642392,0.00001322439,0.00005327664],"category_scores_gemma":[0.00008562045,0.0003351432,0.00008818227,0.001757185,0.0001434421,0.001617332,0.002231318,0.0004329268,0.00001481437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498902,"about_ca_system_score_gemma":0.000008405776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033936,"about_ca_topic_score_gemma":0.0001069613,"domain_scores_codex":[0.9969528,0.0002921582,0.0009483881,0.0004847629,0.0008137803,0.000508072],"domain_scores_gemma":[0.9987663,0.00006465842,0.000629861,0.0003563922,0.000160864,0.00002193812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002151939,0.005078681,0.7461699,0.002650382,0.001312169,0.04845599,0.01288215,0.0189492,0.000006095881,0.002899626,0.02359048,0.1358534],"study_design_scores_gemma":[0.004550071,0.0001546319,0.5818007,0.0007471162,0.0003073616,0.000009910214,0.3957112,0.00008568189,1.918424e-7,0.0003805497,0.01586049,0.0003921101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802468,0.006425831,0.00001722444,0.001687458,0.002575254,0.001445796,0.000001130899,0.00003383263,0.007566644],"genre_scores_gemma":[0.9951796,0.002720975,0.00004349359,0.0006226497,0.0003033159,0.00007371191,0.00000357458,0.00006144912,0.0009912443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382829,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163802183","doi":"10.32038/mbrq.2020.16.05","title":"Financial Condition and Government Accounts: An Analysis in the Municipalities of the State of Rio de Janeiro (2009 to 2015)","year":2020,"lang":"en","type":"article","venue":"European Journal of Studies in Management and Business","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Governor; Accountability; Government (linguistics); State (computer science); Local government; Politics; Public administration; Accounting; Business; Finance; Political science; Economics; Law","authors":[{"name":"Marco Henrique da Silva","is_ca":false},{"name":"Olavo Venturim Caldas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1021836407410018,"gpt":0.3549285529342911,"spread":0.2527449121932893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003853333,0.0001145902,0.0004010786,0.0002152211,0.00009331528,0.00006273988,0.0005497607,0.000006203953,0.0000053238],"category_scores_gemma":[0.0005644911,0.00005980184,0.00005259148,0.001604182,0.0002325772,0.0002485057,0.0006704015,0.00007668876,4.898838e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158847,"about_ca_system_score_gemma":0.000006444116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003363287,"about_ca_topic_score_gemma":0.0001503009,"domain_scores_codex":[0.9978231,0.0003944845,0.0007212019,0.0001620747,0.0007662283,0.000132901],"domain_scores_gemma":[0.9988627,0.0001568665,0.0005145085,0.0001901778,0.0002546428,0.00002104514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346836,0.0006978683,0.6244867,0.001220764,0.002119114,0.0005471707,0.1605002,0.04819953,0.00007207798,0.006482373,0.02109897,0.1332284],"study_design_scores_gemma":[0.0005287654,0.00008375511,0.9583896,0.0001322553,0.0001970914,0.000001027424,0.03605048,0.0001841209,0.000003467507,0.001018717,0.003341417,0.0000693281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918155,0.001606844,0.001275656,0.004326331,0.0001178161,0.0001756417,0.00001178778,0.000001379836,0.0006690108],"genre_scores_gemma":[0.9961548,0.002741873,0.0001935126,0.0007602157,0.00003009302,0.000001864916,2.188924e-7,0.000004120569,0.0001133438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339029,"threshold_uncertainty_score":0.2438648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}