{"meta":{"query_hash":"868ed39c9d62","filters":{"venue":"Revista Perspectiva Empresarial"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/868ed39c9d62","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Perspectiva+Empresarial"},"results":[{"id":"W2199972268","doi":"10.16967/rpe.v2n2a2","title":"Metodología para el seguimiento y evaluación de los Planes estratégicos departamentales de ciencia, tecnología e innovación, PEDCTI: una propuesta desde el ciclo PHVA","year":2015,"lang":"es","type":"article","venue":"Revista Perspectiva Empresarial","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05873704010371969,"score_gpt":0.35058449494591387,"score_spread":0.2918474548421942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199972268","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":[0.17165792,0.01378432,0.6967238,0.01067609,0.0008088474,0.005414211,0.006164136,0.0013232069,0.093447424],"genre_scores_gemma":[0.524448,0.0053471853,0.4573833,0.00073610834,0.00016514362,0.0035263333,0.0020413932,0.00022375086,0.006128848],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95271164,0.031142283,0.0030596678,0.002195533,0.010051297,0.0008396443],"domain_scores_gemma":[0.91452414,0.04620657,0.012315112,0.0077148406,0.017842608,0.0013967359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04976712,0.001678976,0.0017067695,0.010280661,0.0015823465,0.011418226,0.002317965,0.0016635916,0.006505197],"category_scores_gemma":[0.09595008,0.00086114067,0.0019243072,0.012112253,0.0025264337,0.006336171,0.0051293494,0.0026068091,0.0010053249],"study_design_candidate":"theoretical_or_conceptual","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":[0.0007022014,0.00047548042,0.11719535,0.005896379,0.00091709394,0.00013392152,0.009964165,0.019875271,0.0048754616,0.097872905,0.007733687,0.73435813],"study_design_scores_gemma":[0.0004555938,0.003981265,0.29541114,0.014152402,0.0019673912,0.0007186603,0.054230854,0.11597995,0.029682063,0.2403844,0.24218723,0.0008490166],"about_ca_topic_score_codex":0.010320488,"about_ca_topic_score_gemma":0.012476943,"teacher_disagreement_score":0.04976712,"about_ca_system_score_codex":0.006449202,"about_ca_system_score_gemma":0.013382495,"threshold_uncertainty_score":0.26319683},"labels":[],"label_agreement":null},{"id":"W2910126761","doi":"10.16967/rpe.v5n2a5","title":"Promoción de destinos turísticos a través de las series audiovisuales. El caso de Juego de Tronos","year":2018,"lang":"es","type":"article","venue":"Revista Perspectiva Empresarial","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.024995332963044483,"score_gpt":0.37717189314664573,"score_spread":0.3521765601836013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910126761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99045616,0.00028244057,0.00065424794,0.00006795304,0.000017612765,0.00006077369,0.00011551301,0.000010353882,0.008335009],"genre_scores_gemma":[0.9880448,0.00045138822,0.0012680907,0.000024606597,0.000013821861,0.00007347504,0.00011085791,0.000011611046,0.010001397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923944,0.0002023505,0.00003669124,0.00012732143,0.0002855897,0.00010853613],"domain_scores_gemma":[0.9970079,0.0009851456,0.0008572596,0.00019641171,0.0006295,0.0003238346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011770894,0.00037878627,0.0002526765,0.0016719509,0.0010626541,0.00156186,0.00035364032,0.0004359332,0.0055019693],"category_scores_gemma":[0.0047439793,0.00015416509,0.00024691533,0.0011411111,0.00077874947,0.0010149586,0.0013564037,0.0003572171,0.00048595556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013111964,0.00037845463,0.56066,0.0015980469,0.00018857635,0.0022473638,0.118874475,0.0011745667,0.046637677,0.004864531,0.002040147,0.26002488],"study_design_scores_gemma":[0.0000094143625,0.00075774034,0.85882616,0.0002724605,0.00009513012,0.00061332557,0.111003965,0.00053217076,0.0053444346,0.00096584484,0.021538395,0.000040938765],"about_ca_topic_score_codex":0.0076777744,"about_ca_topic_score_gemma":0.02096594,"teacher_disagreement_score":0.0076777744,"about_ca_system_score_codex":0.00085197866,"about_ca_system_score_gemma":0.00080605096,"threshold_uncertainty_score":0.018405855},"labels":[],"label_agreement":null},{"id":"W4230426184","doi":"10.16967/rpe.66","title":"Metodología para el seguimiento y evaluación de los Planes Estratégicos Departamentales de Ciencia, Tecnología e Innovación -PEDCTI-: Una propuesta desde el Ciclo PHVA","year":2015,"lang":"es","type":"article","venue":"Revista Perspectiva Empresarial","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.0790751715081643,"score_gpt":0.34262548265589393,"score_spread":0.26355031114772964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230426184","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":[0.0520672,0.0028410726,0.904709,0.0033756709,0.00024759313,0.0010565338,0.0012142261,0.0005407596,0.033947982],"genre_scores_gemma":[0.45567426,0.0026284938,0.5327127,0.00041056515,0.00012523601,0.0018198505,0.0009325812,0.00021742911,0.005478994],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9794789,0.013228167,0.0012306365,0.0016428051,0.003937777,0.00048158396],"domain_scores_gemma":[0.9594201,0.024545817,0.0045041894,0.0044561927,0.0063209645,0.0007527755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023481118,0.0014549015,0.0015732222,0.0052637625,0.0011714302,0.009159845,0.0022470923,0.0021088647,0.008180734],"category_scores_gemma":[0.057428215,0.0007693568,0.0018990013,0.0067230654,0.003200467,0.006551556,0.004591252,0.0028698237,0.001251178],"study_design_candidate":"theoretical_or_conceptual","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":[0.00050571316,0.00036908124,0.05207503,0.003532626,0.0005390825,0.00019689326,0.0063454118,0.054451354,0.008026376,0.33495167,0.005167868,0.5338389],"study_design_scores_gemma":[0.00023531416,0.0014393165,0.074671015,0.0038033093,0.00059099443,0.00057156675,0.016773514,0.20773919,0.022539986,0.5476489,0.12354298,0.000443903],"about_ca_topic_score_codex":0.0056295954,"about_ca_topic_score_gemma":0.004975809,"teacher_disagreement_score":0.023481118,"about_ca_system_score_codex":0.003854459,"about_ca_system_score_gemma":0.0070222714,"threshold_uncertainty_score":0.12418151},"labels":[],"label_agreement":null}]}