{"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":"c7ffa2eb251f","filters":{"venue":"Revista Vianna Sapiens"}},"results":[{"id":"W4410979144","doi":"10.31994/rvs.v16i1.1029","title":"Responsabilidade civil no transporte aéreo","year":2025,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Brazilian Legal Issues","field":"Social 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; Political science; Aeronautics; Computer science; Law and economics; Engineering; Sociology","authors":[{"name":"Ana Luiza Oliveira Barros da Cunha","is_ca":false},{"name":"Daniel Stefani Ribas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02064596376307277,"gpt":0.3326680780680997,"spread":0.312022114305027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516918,0.0005425471,0.0003155193,0.002403149,0.006895122,0.01174171,0.001193212,0.002195727,0.01524622],"category_scores_gemma":[0.003768746,0.0002694406,0.0005553656,0.002530049,0.01023676,0.003828529,0.004739258,0.001816372,0.00140549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007213766,"about_ca_system_score_gemma":0.01075383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207391,"about_ca_topic_score_gemma":0.1074723,"domain_scores_codex":[0.9965414,0.000974081,0.0001477267,0.0003613351,0.001391104,0.0005842744],"domain_scores_gemma":[0.9974864,0.0009096674,0.0002909625,0.0002914763,0.0007966526,0.0002247786],"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":[0.00004376881,0.00005937732,0.0142239,0.0004765913,0.00003015016,0.001223347,0.06610722,0.002078215,0.002258128,0.8546838,0.01100069,0.04781493],"study_design_scores_gemma":[0.000004606005,0.0000597681,0.02215786,0.000770639,0.00003379166,0.0006978553,0.08488097,0.0006275779,0.001012463,0.03587191,0.8538134,0.00006916969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1570355,0.006153295,0.01165174,0.01193332,0.0004921593,0.000109163,0.0003567284,0.00009475611,0.8121734],"genre_scores_gemma":[0.8523309,0.006803648,0.002576642,0.0008071879,0.0002202142,0.00006847233,0.0002177811,0.00006350836,0.1369117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1207391,"threshold_uncertainty_score":0.2400725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081963857","doi":"10.31994/rvs.v11i2.700","title":"Um estudo comparativo sobre a abordagem da satisfação no trabalho entre três escalas de medidas comportamentais","year":2020,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Frederico Azevedo Alvim Assis","is_ca":true},{"name":"Camila Santos Fabre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09483654010622662,"gpt":0.3542118117879195,"spread":0.2593752716816929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176479,0.0004972793,0.0007241439,0.002203139,0.002245039,0.003245135,0.001092098,0.0009237684,0.006486745],"category_scores_gemma":[0.0372491,0.0005869956,0.001235498,0.003383048,0.001997025,0.002256566,0.00319846,0.00149244,0.0005858523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269427,"about_ca_system_score_gemma":0.0067729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540465,"about_ca_topic_score_gemma":0.02336109,"domain_scores_codex":[0.9873997,0.005553913,0.001334698,0.001950912,0.003029049,0.0007317601],"domain_scores_gemma":[0.9597031,0.02230224,0.00604891,0.003661925,0.006822455,0.001461273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003057082,0.002274205,0.526359,0.004155568,0.0009961111,0.0005405836,0.1886418,0.001170508,0.01051483,0.009320588,0.002609336,0.2503604],"study_design_scores_gemma":[0.0001668649,0.00555126,0.8443523,0.001324964,0.0009414395,0.0003250411,0.1150278,0.001693422,0.005600522,0.00455727,0.02031008,0.0001489534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743744,0.001157432,0.005757038,0.0009140362,0.00008683918,0.0007667979,0.0006232136,0.00005541618,0.01626487],"genre_scores_gemma":[0.9916081,0.0005959273,0.004562108,0.000243708,0.00002429808,0.0005492382,0.0001980839,0.0000237757,0.002194814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540465,"threshold_uncertainty_score":0.0622189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189824947","doi":"10.31994/rvs.v8i2.237","title":"GESTÃO HOTELEIRA:","year":2017,"lang":"pt","type":"article","venue":"Revista Vianna Sapiens","topic":"Business and Management Studies","field":"Decision 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":"Adidas (Canada)","funders":"","keywords":"Business; Marketing; Political science; Humanities; Operations management; Engineering; Philosophy","authors":[{"name":"Daniele Cristina Tavares dos Santos","is_ca":false},{"name":"Aldair Fernandes da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1729112459096707,"gpt":0.4116045870647093,"spread":0.2386933411550386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001727318,0.0005484782,0.0004499674,0.001034527,0.003581133,0.01092728,0.001142696,0.001453738,0.02534381],"category_scores_gemma":[0.003164333,0.0002791335,0.0007918978,0.002045861,0.004225077,0.004399066,0.007840918,0.001715698,0.004655947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946104,"about_ca_system_score_gemma":0.005221401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310349,"about_ca_topic_score_gemma":0.01977398,"domain_scores_codex":[0.9973079,0.0009873931,0.0001194787,0.0003673303,0.000701787,0.0005161055],"domain_scores_gemma":[0.9979577,0.0003998006,0.0002757876,0.0002076085,0.0004277629,0.0007312624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005258576,0.0002386994,0.05389626,0.004458467,0.0001401951,0.002229152,0.1423788,0.001218798,0.008960325,0.2203916,0.1008975,0.4646643],"study_design_scores_gemma":[0.00001236839,0.0001637627,0.03542668,0.0008800889,0.00003113988,0.0009769915,0.06279112,0.0002768507,0.0007421651,0.01051996,0.8880967,0.00008217499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2651352,0.02038601,0.01985637,0.02416364,0.003825198,0.0003649911,0.002001955,0.0006121628,0.6636545],"genre_scores_gemma":[0.8436716,0.009100631,0.009002449,0.00234997,0.0006848157,0.0003033475,0.0007954291,0.0002179898,0.1338738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9746562,"threshold_uncertainty_score":0.08478349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}