{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"2a9917dadbb1","filters":{"venue":"CADERNOS DO PROARQ (UFRJ)"}},"results":[{"id":"W4291332756","doi":"10.37180/2675-0392-n38v1-15","title":"EDITORIAL - Novas Perspectivas para ações conjugadas sobre o Patrimônio Moderno","year":2022,"lang":"pt","type":"editorial","venue":"CADERNOS DO PROARQ (UFRJ)","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Ethel Pinheiro Santana","is_ca":false},{"name":"Aline Calazans Marques","is_ca":false},{"name":"Maria Júlia de Oliveira Santos","is_ca":false},{"name":"Ana Albano Amora","is_ca":false},{"name":"Helio Herbst","is_ca":true},{"name":"Bárbara Thomaz","is_ca":false},{"name":"Thiago dos Santos Rangel","is_ca":false},{"name":"Clarice Mühlbauer","is_ca":false},{"name":"Mylenna Linares Merlo","is_ca":false},{"name":"Domitila Gomes Almenteiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265149289222017,"gpt":0.2585189317822692,"spread":0.245867438890049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002106027,0.001985504,0.001612156,0.0002991821,0.002559175,0.0007629466,0.002701345,0.002912687,0.03349244],"category_scores_gemma":[0.001389526,0.002204475,0.0009918882,0.0009021809,0.002009542,0.001402224,0.002505957,0.005761086,0.003119683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128953,"about_ca_system_score_gemma":0.00127118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124525,"about_ca_topic_score_gemma":0.00009440268,"domain_scores_codex":[0.9850348,0.001061199,0.001744789,0.004108327,0.00555334,0.002497567],"domain_scores_gemma":[0.9942546,0.0009433782,0.001183287,0.002427195,0.0001327822,0.001058683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006798172,0.001992573,0.003157842,0.0004285644,0.0002581157,0.00004834956,0.01322743,0.0009172129,0.0008080896,0.0001215341,0.9749708,0.003389636],"study_design_scores_gemma":[0.002312438,0.001075625,0.001680984,0.00009786078,0.0004638498,0.00002193165,0.02047358,0.0001915157,0.0002670102,0.00231458,0.9686736,0.002426988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01835608,0.001614492,0.0002469051,0.002179944,0.9677687,0.004185552,0.00103936,0.0002924009,0.004316514],"genre_scores_gemma":[0.07296751,0.001347,0.0001812029,0.0002327707,0.905092,0.001350229,0.0014475,0.0003739963,0.0170078],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06267676,"threshold_uncertainty_score":0.9992888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390129028","doi":"10.37180/2675-0392-n41-1","title":"Paisagem como Projeto e o Projeto da Paisagem","year":2023,"lang":"pt","type":"article","venue":"CADERNOS DO PROARQ (UFRJ)","topic":"Urban Development and Societal Issues","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":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Art","authors":[{"name":"Fábio Mariz Gonçalves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1279628948183831,"gpt":0.3603381270084766,"spread":0.2323752321900935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003866217,0.001010778,0.001134517,0.0004044425,0.002176582,0.001669895,0.001865062,0.001126685,0.001695573],"category_scores_gemma":[0.0008506736,0.0009832896,0.0006154399,0.003901643,0.001259485,0.001055875,0.0008211719,0.001238395,0.009743126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997821,"about_ca_system_score_gemma":0.0009989189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006304665,"about_ca_topic_score_gemma":0.0004008428,"domain_scores_codex":[0.9910333,0.001101871,0.001251175,0.001770977,0.00233653,0.002506175],"domain_scores_gemma":[0.9968138,0.0005285465,0.0005681647,0.000937791,0.000394217,0.0007575002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006440371,0.0004091347,0.07255043,0.0006642968,0.0004880536,0.0004595228,0.2792943,0.000004602097,0.0001612693,0.003681507,0.6253051,0.01691733],"study_design_scores_gemma":[0.001262925,0.0002773188,0.01610638,0.0005366087,0.0002160774,0.000007591952,0.1089436,0.0003438545,0.0003583731,0.001592562,0.8683874,0.001967294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215584,0.007818691,0.00009400045,0.03287024,0.007675406,0.009296066,0.0001882586,0.004146195,0.1163527],"genre_scores_gemma":[0.5745175,0.001355253,0.0001824705,0.0008508309,0.001553786,0.000506299,0.0001437834,0.0001737581,0.4207163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3043636,"threshold_uncertainty_score":0.9993665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405561385","doi":"10.37180/2675-0392-n43-9","title":"The Plan of Hochelaga (1566): Indigenous Spatial Thinking and the Early Modern Transatlantic Imagination","year":2024,"lang":"en","type":"article","venue":"CADERNOS DO PROARQ (UFRJ)","topic":"Historical Studies on Spain","field":"Arts and Humanities","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":"Indigenous; Plan (archaeology); Aesthetics; History; Sociology; Geography; Art; Archaeology; Ecology; Biology","authors":[{"name":"Lorenzo Gatta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577767007203693,"gpt":0.2046732686716389,"spread":0.188895598599602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006276582,0.0001706054,0.0002247663,0.00005461171,0.001002811,0.000514633,0.0002779836,0.00005707035,0.00004504478],"category_scores_gemma":[0.00004702464,0.00009148759,0.00009504757,0.00005228139,0.0008408193,0.000143986,0.000047752,0.0003457232,0.0000256173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007585406,"about_ca_system_score_gemma":0.00004173931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709875,"about_ca_topic_score_gemma":0.001209794,"domain_scores_codex":[0.998681,0.0001238196,0.000296926,0.0002477086,0.0003796047,0.0002709496],"domain_scores_gemma":[0.9992186,0.0004008556,0.00007689716,0.0001906367,0.00007393359,0.00003911493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001102692,0.0000398427,0.0002536468,0.0001785031,0.0001918482,0.00001601619,0.7407643,0.00000406176,0.00005894934,0.1667723,0.001595785,0.09001447],"study_design_scores_gemma":[0.003114351,0.0005005535,0.001869609,0.0004433702,0.0005603703,0.00003543791,0.01608695,0.008951434,0.0003036803,0.1275692,0.8396031,0.0009619753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7716622,0.1286887,0.01135752,0.02009496,0.003954788,0.004006335,0.0001568619,0.0006822823,0.05939626],"genre_scores_gemma":[0.9968833,0.0003509491,0.00001667245,0.0001285602,0.0005346812,0.0000657705,0.000004589087,0.00002880941,0.00198672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8380073,"threshold_uncertainty_score":0.7712911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390125152","doi":"10.37180/2675-0392-n41-4","title":"Ações Poéticas nas paisagens do Rio Faria: caminhos de encantamento e memória","year":2023,"lang":"pt","type":"article","venue":"CADERNOS DO PROARQ (UFRJ)","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"Pontifícia Universidade Católica do Rio de Janeiro; Universidade Federal do Rio de Janeiro; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Art","authors":[{"name":"Daniel Milagres Nascimento","is_ca":true},{"name":"Fabiola do Valle Zonno","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837532593595775,"gpt":0.2729954483531956,"spread":0.2546201224172379,"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":[0.001565836,0.0007498499,0.0005605338,0.000189817,0.0009432061,0.0004740435,0.0009697619,0.0006563358,0.01060721],"category_scores_gemma":[0.0004025896,0.0007915751,0.0003124957,0.001065258,0.00132536,0.0006762881,0.0008820545,0.0008632214,0.01063736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396366,"about_ca_system_score_gemma":0.0002220722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564923,"about_ca_topic_score_gemma":0.0001692393,"domain_scores_codex":[0.9938934,0.0005040818,0.0008526514,0.001630153,0.001119519,0.002000238],"domain_scores_gemma":[0.9973706,0.0002724709,0.0003018731,0.001210438,0.00002307506,0.0008215689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002605524,0.002504186,0.6184179,0.001005074,0.0004204607,0.000482526,0.1478576,0.002029213,0.03981752,0.00206063,0.1306106,0.05453373],"study_design_scores_gemma":[0.00171115,0.0006964426,0.6745851,0.0002398701,0.0004720597,0.0001190549,0.1133337,0.001722895,0.01240788,0.005324815,0.1871643,0.002222738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833505,0.0009940281,0.0002626497,0.006975063,0.001202612,0.002096902,0.0001145148,0.0002767238,0.004727073],"genre_scores_gemma":[0.9627164,0.000664886,0.0002167215,0.0008740721,0.0004096525,0.0003952854,0.00009788801,0.0001177415,0.03450733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05655377,"threshold_uncertainty_score":0.9994535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}