{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"13a1b0a3f85c","filters":{"venue":"Revista Investigación & Desarrollo"}},"results":[{"id":"W4413593253","doi":"10.23881/idupbo.022.2-1e","title":"ANÁLISIS Y AGRUPACIÓN DE ÍNDICES BURSÁTILES","year":2023,"lang":"en","type":"article","venue":"Revista Investigación & Desarrollo","topic":"Finance, Taxation, and Governance","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Art","authors":[{"name":"Alejandro Vargas Sánchez","is_ca":true},{"name":"Mauro Delboy Céspedes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01165264042471758,"gpt":0.2353049469422424,"spread":0.2236523065175248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006122143,0.0002771404,0.0003003561,0.00008033699,0.0003075105,0.0001445019,0.000525575,0.000125829,0.0009557442],"category_scores_gemma":[0.0004667903,0.0002616308,0.0001373518,0.001304863,0.0004728743,0.0004791034,0.0001719336,0.0001831677,0.003917953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836129,"about_ca_system_score_gemma":0.00006167075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000951801,"about_ca_topic_score_gemma":0.0001404798,"domain_scores_codex":[0.9977791,0.00009494993,0.0003722295,0.0005543367,0.0005313473,0.0006680912],"domain_scores_gemma":[0.9987626,0.0001028095,0.0002885882,0.0005542166,0.00001458837,0.0002771635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001752538,0.00004587379,0.7769019,0.00009471152,0.00002199781,0.00006887485,0.0009033312,0.001648201,0.009710226,0.005716585,0.19674,0.008130745],"study_design_scores_gemma":[0.0002671046,0.00004948898,0.5687329,0.00009463968,0.00002739208,0.00001502753,0.00009052987,0.001274197,0.001183857,0.002606244,0.4252835,0.0003751983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853863,0.0005418345,0.0001552167,0.0009929313,0.0001482257,0.000260061,0.00004856913,0.0003384209,0.01212849],"genre_scores_gemma":[0.9876869,0.0007666465,0.001915887,0.001122856,0.0001527388,0.00006482314,0.00003372744,0.00004436436,0.008212059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285434,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128864884","doi":"10.23881/idupbo.020.2-10e","title":"MONTREAL Y LA RESIDENCIA EN SU ESPACIO CENTRAL: EL CASO DE SAINTE-MARIE DESDE LA PERSPECTIVA DE SU ATRACCIÓN","year":2021,"lang":"es","type":"article","venue":"Revista Investigación & Desarrollo","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art; Philosophy","authors":[{"name":"Carlos Tello","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01411321139859513,"gpt":0.3004095959813506,"spread":0.2862963845827555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003919377,0.0008779145,0.001217134,0.0001883576,0.0009157913,0.002534983,0.001235979,0.001069815,0.0005129204],"category_scores_gemma":[0.004677471,0.0009245625,0.000870122,0.001469543,0.001919727,0.0009156025,0.0002008451,0.001535888,0.0001063242],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858912,"about_ca_system_score_gemma":0.006753734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03142722,"about_ca_topic_score_gemma":0.009696654,"domain_scores_codex":[0.9901676,0.003769358,0.001134971,0.001583408,0.001141127,0.002203568],"domain_scores_gemma":[0.993969,0.002357722,0.0005038586,0.001182294,0.0003432242,0.001643869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455489,0.000439004,0.9179206,0.0005695478,0.0002528409,0.002281543,0.02457013,0.00007467072,0.003153992,0.04641404,0.001802311,0.002375775],"study_design_scores_gemma":[0.001316088,0.0001044544,0.858363,0.001109014,0.0008754251,0.00006783552,0.007141836,0.0002986446,0.001459318,0.01947561,0.1084075,0.001381249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702933,0.009179232,0.000368186,0.004433532,0.0002810484,0.0006543069,0.0001882056,0.0003363014,0.01426585],"genre_scores_gemma":[0.9896665,0.002932018,0.001979568,0.00059581,0.001096604,0.00004100433,0.00006849893,0.000131037,0.003488988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066052,"threshold_uncertainty_score":0.9993205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}