{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"3d012de85a21","filters":{"venue":"Revista de Negócios"}},"results":[{"id":"W1965239958","doi":"10.7867/1980-4431.2013v18n1p5-9","title":"Qualitative versus Quantitative Research in Marketing","year":2013,"lang":"en","type":"article","venue":"Revista de Negócios","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Marketing research; Qualitative marketing research; Marketing; Qualitative research; Psychology; Business; Quantitative marketing research; Sociology; Business marketing; Social science","authors":[{"name":"Russel W. Belk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2446146370993386,"gpt":0.4450666455911831,"spread":0.2004520084918446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.161425,0.001014642,0.001875111,0.008032295,0.005462789,0.01215988,0.002444343,0.004945763,0.009368636],"category_scores_gemma":[0.2183888,0.0007533248,0.0008911038,0.0134898,0.03256176,0.01186279,0.004546524,0.004344925,0.001149268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124066,"about_ca_system_score_gemma":0.01172637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005160823,"about_ca_topic_score_gemma":0.00472758,"domain_scores_codex":[0.7080687,0.2672357,0.005691485,0.005760308,0.01143421,0.001809521],"domain_scores_gemma":[0.562236,0.4010859,0.0107393,0.01307253,0.01074911,0.002117198],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001341665,0.0002003174,0.002889388,0.007506846,0.0001181949,0.000147706,0.04778164,0.0006339712,0.0004028552,0.8645769,0.01584492,0.05976316],"study_design_scores_gemma":[0.0001643016,0.0003694924,0.00412978,0.01979672,0.00008790506,0.0003049504,0.0882171,0.001615576,0.0006362711,0.6659527,0.2186279,0.00009733582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04838394,0.2107171,0.2297523,0.2690828,0.01446344,0.008028893,0.004197435,0.0003925143,0.2149817],"genre_scores_gemma":[0.6152859,0.06331749,0.2151026,0.05464869,0.00603392,0.02607869,0.00110069,0.0004474556,0.01798457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.838575,"threshold_uncertainty_score":0.8537073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1689376205","doi":"10.7867/1980-4431.2010v15n2p32-52","title":"AS REPRESENTAÇÕES EMPREENDEDORAS: IMPORTANTES TEMAS PARA AVANÇAR EM SEU ESTUDO","year":2010,"lang":"pt","type":"article","venue":"Revista de Negócios","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Louis Jacques Filion","is_ca":true},{"name":"Edmilson Lima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0642333418213305,"gpt":0.3758742281510246,"spread":0.3116408863296941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008559253,0.0007838278,0.00066996,0.00359761,0.01022876,0.01424453,0.002226937,0.003436591,0.007742129],"category_scores_gemma":[0.01807611,0.0004084413,0.0007554372,0.005528575,0.02466062,0.01474574,0.006908328,0.003682184,0.001204166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007016997,"about_ca_system_score_gemma":0.008433763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178518,"about_ca_topic_score_gemma":0.04031185,"domain_scores_codex":[0.9896845,0.005639186,0.0006353123,0.001335867,0.002062025,0.0006431464],"domain_scores_gemma":[0.9821801,0.009895237,0.001704473,0.002856184,0.002542914,0.0008209168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003428584,0.00001631711,0.002633496,0.0006095106,0.00001580129,0.0006159378,0.3837041,0.0001422127,0.0007162816,0.5686374,0.009896712,0.03297803],"study_design_scores_gemma":[0.000005321806,0.00002865892,0.004546291,0.001714568,0.0000335553,0.001581771,0.2237042,0.0003166696,0.0007752641,0.07341669,0.6938229,0.00005402611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2137975,0.04879357,0.09365145,0.1098044,0.004737051,0.0003605167,0.001239633,0.0003806106,0.5272353],"genre_scores_gemma":[0.8960907,0.01871745,0.02160676,0.003728941,0.0008858276,0.0003197135,0.0004413687,0.0002323121,0.05797683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02178518,"threshold_uncertainty_score":0.05091214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1504485363","doi":"10.7867/1980-4431.2007v12n4p86-100","title":"VISÃO COMPARTILHADA, EQUIPE DE DIREÇÃO E GESTÃO ESTRATÉGICA DE PEQUENAS E MÉDIAS EMPRESAS: UM ESTUDO MULTI-CASO E INTERNACIONAL","year":2008,"lang":"en","type":"article","venue":"Revista de Negócios","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Conversation; Business; Business administration; Knowledge management; Sociology; Computer science","authors":[{"name":"Edmilson Lima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2479418142335821,"gpt":0.4069281169152503,"spread":0.1589863026816682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008571661,0.000283082,0.0003990227,0.001818691,0.006062089,0.006669026,0.001055489,0.001136861,0.003253728],"category_scores_gemma":[0.02125942,0.0003729643,0.000252863,0.001424415,0.004752664,0.003169367,0.00476625,0.001534759,0.0002496868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738468,"about_ca_system_score_gemma":0.007385127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06323079,"about_ca_topic_score_gemma":0.08725321,"domain_scores_codex":[0.9949346,0.003102852,0.0001647908,0.0003918506,0.0007243664,0.0006816555],"domain_scores_gemma":[0.9884441,0.007306312,0.001229543,0.0003713921,0.001335771,0.001312907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004819399,0.00009754673,0.04234026,0.0001046897,0.00001183901,0.0007085487,0.9288369,0.00006235475,0.0005954325,0.003804049,0.0005586435,0.02283143],"study_design_scores_gemma":[0.000003697778,0.00005050054,0.02145671,0.0001112091,0.0000156601,0.0002426156,0.9666944,0.0001618031,0.000294232,0.0004300397,0.01052477,0.00001430846],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849991,0.0004744897,0.0007937858,0.0007585695,0.00002612338,0.00002514133,0.00001862412,0.00001318818,0.01289097],"genre_scores_gemma":[0.9983755,0.0002081793,0.0002853371,0.00003855494,0.000003697113,0.00001147622,0.000006088021,0.000005980861,0.001065028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06323079,"threshold_uncertainty_score":0.1257254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167166421","doi":"","title":"OWNER-MANAGERS’ VISION AND ITS ROLE IN THE INTERNATIONALIZATION OF SMES: A MULTIPLE CASE STUDY OF MOROCCAN AND CANADIAN SMES IN THE AGRI-FOOD SECTOR","year":2007,"lang":"en","type":"article","venue":"Revista de Negócios","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Internationalization; Business; Context (archaeology); Perspective (graphical); Marketing; Food sector; Industrial organization; International trade; Agriculture","authors":[{"name":"Brahim Allali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01730091299773613,"gpt":0.2486877079839798,"spread":0.2313867949862437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029855,0.0002934263,0.0003094294,0.001124457,0.008509854,0.002287133,0.0006225209,0.00077483,0.001219315],"category_scores_gemma":[0.003630049,0.0001780873,0.0002010295,0.001480318,0.002302086,0.0009383119,0.001433199,0.0006549357,0.00007224965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487553,"about_ca_system_score_gemma":0.009577014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.804536,"about_ca_topic_score_gemma":0.9126726,"domain_scores_codex":[0.9989285,0.0003607828,0.00002605818,0.00006641059,0.0001192004,0.0004990575],"domain_scores_gemma":[0.9982259,0.0006012518,0.0003267271,0.00005737387,0.000336214,0.0004525428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002431396,0.0003916259,0.3356823,0.00008497369,0.00002782628,0.006645702,0.6334433,0.0002845062,0.001349553,0.002789666,0.0006759869,0.01838138],"study_design_scores_gemma":[0.000007238179,0.00009289438,0.2153492,0.00006011616,0.00002083182,0.0005002068,0.7804014,0.000295415,0.0003303899,0.0001123421,0.002804421,0.00002551185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991085,0.0000577458,0.00001186718,0.00008753709,8.610182e-7,0.000005193625,0.00000546506,2.199894e-7,0.0007225627],"genre_scores_gemma":[0.9995758,0.00008272308,0.00002698516,0.00001646275,6.3948e-7,0.000003079764,0.000005431538,3.90616e-7,0.0002885026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195464,"threshold_uncertainty_score":0.3932301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1557389946","doi":"10.7867/1980-4431.2009v14n2p89-107","title":"AS REPRESENTAÇÕES EMPREENDEDORAS: UM TEMA ESSENCIAL, MAS AINDA NEGLIGENCIADO","year":2009,"lang":"pt","type":"article","venue":"Revista de Negócios","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Louis Jacques Filion","is_ca":true},{"name":"Edmilson Lima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06621493315736014,"gpt":0.3811423214585735,"spread":0.3149273883012134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003386946,0.0006764006,0.0004633896,0.001904786,0.009228268,0.01524075,0.001882,0.003349537,0.01531374],"category_scores_gemma":[0.008200605,0.0003000294,0.0005486123,0.002528872,0.01845685,0.01571318,0.008621035,0.004165069,0.003037591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004950322,"about_ca_system_score_gemma":0.004688131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008434904,"about_ca_topic_score_gemma":0.01523752,"domain_scores_codex":[0.9945379,0.003048428,0.0001881984,0.0006718391,0.001044887,0.0005088583],"domain_scores_gemma":[0.994456,0.002302111,0.000624669,0.0009712622,0.001008468,0.0006374871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002312101,0.00002255894,0.001248504,0.0002081618,0.000007270528,0.0003105101,0.2016322,0.00006768032,0.0004652867,0.7455936,0.020738,0.02968301],"study_design_scores_gemma":[0.000002937874,0.00001799422,0.001536751,0.0003660294,0.00001113735,0.0006228157,0.100681,0.0001628913,0.0004893555,0.04518867,0.8508959,0.00002450491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07535058,0.01464564,0.03665844,0.05944953,0.003205989,0.0001037073,0.0003745519,0.0003452506,0.8098664],"genre_scores_gemma":[0.7231469,0.01059299,0.01472991,0.005401577,0.001226576,0.0002356364,0.0003176519,0.0003887534,0.2439601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01531374,"threshold_uncertainty_score":0.0512296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1580617060","doi":"","title":"FUNÇÕES, ATIVIDADES E RESPONSABILIDADES DA ADMINISTRAÇÃO DE COMPRAS COMO PARTE DA LOGÍSTICA EMPRESARIAL: COMPARAÇÃO ENTRE EMPRESAS CATARINENSES E NORTE-AMERICANAS","year":2007,"lang":"pt","type":"article","venue":"Revista de Negócios","topic":"Business and Management Studies","field":"Decision Sciences","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":"Business; Purchasing; Political science; Humanities; Marketing; Art","authors":[{"name":"Rogério Pereira","is_ca":false},{"name":"Amélia Silveira","is_ca":false},{"name":"Gérson Tontini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1285855609123311,"gpt":0.4020799746997501,"spread":0.273494413787419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531726,0.0003138201,0.0002003954,0.001283668,0.001615343,0.002372115,0.0005783301,0.0003516333,0.001405843],"category_scores_gemma":[0.004466086,0.0002627028,0.0003234473,0.002382081,0.001436722,0.001049448,0.001680767,0.0003165766,0.000222887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694987,"about_ca_system_score_gemma":0.004821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1670705,"about_ca_topic_score_gemma":0.2563789,"domain_scores_codex":[0.9988519,0.0003257298,0.0000750573,0.0001639274,0.0003507329,0.0002326126],"domain_scores_gemma":[0.9949492,0.001081233,0.00167383,0.0003764892,0.001400207,0.0005191083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819106,0.0001364356,0.9257298,0.0001090608,0.00004546406,0.0002421953,0.04214663,0.0001702223,0.00280844,0.0006266399,0.0002005156,0.0276027],"study_design_scores_gemma":[0.000002194749,0.0001250727,0.9527608,0.00004238564,0.00001908678,0.00007077953,0.04309784,0.0001416522,0.000632698,0.00006475081,0.003032055,0.00001073534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978903,0.0001156544,0.00006709709,0.00004896687,0.000001563539,0.00001271259,0.00004519893,0.000002082107,0.001816488],"genre_scores_gemma":[0.9984697,0.0002356799,0.0002139129,0.00001612047,0.000002004727,0.00001375467,0.00005211023,0.000001858867,0.0009948154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670705,"threshold_uncertainty_score":0.332196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}