{"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":"9f799929e17e","filters":{"venue":"VitalyScience Revista Científica Multidisciplinaria"}},"results":[{"id":"W4414204194","doi":"10.56519/cd9c5w48","title":"LA IMPORTANCIA DE UNA JUSTICIA ÉTICA Y TRANSPARENTE EN EL ECUADOR","year":2025,"lang":"es","type":"article","venue":"VitalyScience Revista Científica Multidisciplinaria","topic":"Social Issues and Policies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Administration of justice; Economic Justice; Social justice; Administration (probate law)","authors":[{"name":"Pablo Sebastián Muñoz Rodríguez","is_ca":true},{"name":"María del Carmen Llamuca Salguero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148570866855151,"gpt":0.3896725661737286,"spread":0.3781868575051771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003914978,0.0002521617,0.000380928,0.0009678141,0.004860016,0.009761275,0.0007990858,0.001668946,0.00622187],"category_scores_gemma":[0.008360616,0.0001915746,0.0001835755,0.001455825,0.009070445,0.003915374,0.004889615,0.001842263,0.0002841165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007654555,"about_ca_system_score_gemma":0.006047043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03964628,"about_ca_topic_score_gemma":0.02972416,"domain_scores_codex":[0.996579,0.001649923,0.0001703786,0.0003497175,0.0005817338,0.0006692082],"domain_scores_gemma":[0.9971752,0.001159207,0.0005505485,0.0003336029,0.0005711746,0.0002102829],"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":[0.00005209691,0.00002007035,0.005323961,0.000140032,0.00001218665,0.000740612,0.03710298,0.0004341527,0.0005094755,0.9231524,0.002429884,0.03008209],"study_design_scores_gemma":[0.0000484012,0.000129603,0.0448702,0.001395267,0.00009779961,0.0007665596,0.07183924,0.002624067,0.001508623,0.2181176,0.658512,0.00009073399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4913695,0.01126158,0.01213706,0.03473005,0.0002109668,0.0000594768,0.00008287729,0.0001123532,0.4500361],"genre_scores_gemma":[0.9860626,0.001010285,0.000848683,0.0005158567,0.00003043629,0.00002159994,0.00001141846,0.00001245705,0.01148669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03964628,"threshold_uncertainty_score":0.07883102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411312919","doi":"10.56519/r6762221","title":"Prevalencia de depresión y factores sociodemográficos asociados a deterioro cognitivo en el adulto mayor","year":2025,"lang":"es","type":"article","venue":"VitalyScience Revista Científica Multidisciplinaria","topic":"Aging, Health, and Disability","field":"Medicine","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":"Psychology; Medicine; Gynecology","authors":[{"name":"Pablo Endara","is_ca":false},{"name":"Yadira Elizabeth Lalangui Oviedo","is_ca":false},{"name":"Cristian Geovanny Barros Chafla","is_ca":false},{"name":"Silvia Daniela Jaramillo Morán","is_ca":false},{"name":"Víctor Alfonso Ruiz Puga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401051154838223,"gpt":0.3599160525682407,"spread":0.3459055410198584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032068,0.0003189353,0.0004080703,0.001405984,0.0004320916,0.0005897437,0.0001678681,0.0003130999,0.002234367],"category_scores_gemma":[0.00189515,0.0002159869,0.0004910314,0.001031397,0.0003419851,0.0004097924,0.0004354064,0.0002796111,0.0002925017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947513,"about_ca_system_score_gemma":0.0006678826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02762204,"about_ca_topic_score_gemma":0.04231709,"domain_scores_codex":[0.9996527,0.0001129958,0.00004192748,0.00007081692,0.00006280168,0.00005866865],"domain_scores_gemma":[0.9992108,0.0001452006,0.0003480232,0.00004044429,0.0001534127,0.0001020092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007742109,0.0000493946,0.9948796,0.00004167347,0.0000525264,0.00005733558,0.0005125031,0.00001976991,0.0002620229,0.00003266696,0.0000734842,0.00394162],"study_design_scores_gemma":[0.000003750364,0.0001390282,0.9986759,0.00002187657,0.00003319394,0.0001227513,0.0004933124,0.00004057043,0.00007846017,0.00002804387,0.0003595335,0.000003536034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962046,0.001452115,0.000197694,0.00008370349,0.000008563884,0.00003308796,0.0005137201,0.000009808069,0.001496723],"genre_scores_gemma":[0.9975433,0.0009145746,0.0002455453,0.00005416492,0.00001239781,0.00003826533,0.0003077946,0.000002011435,0.0008820035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02762204,"threshold_uncertainty_score":0.05492252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}