{"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":"f1941e3266aa","filters":{"venue":"Revista Katálysis"}},"results":[{"id":"W4385193519","doi":"10.1590/1982-0259.2023.e90496","title":"Peasant women and the gendered inequalities in the industry of mining","year":2023,"lang":"en","type":"article","venue":"Revista Katálysis","topic":"Mining and Resource Management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Peasant; Invisibility; Politics; Focus group; Social inequality; Mining industry; Citizen journalism; Resource (disambiguation); Inequality; Corporate governance; Political science; Political ecology; Sociology; Economic growth; Business; Economics; Engineering","authors":[{"name":"Rafael Fernandes de Mesquita","is_ca":false},{"name":"Alexandra Denise Sophie Marie Carlier Larsimont","is_ca":true},{"name":"André Xavier","is_ca":true},{"name":"Fátima Regina Ney Matos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02944584837907459,"gpt":0.2313663838347,"spread":0.2019205354556254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065815,0.00007538318,0.0001789213,0.0000998262,0.00003866729,0.00004245701,0.0001454157,0.00004255904,0.00002510195],"category_scores_gemma":[0.00006312629,0.00004137414,0.00003371086,0.0004355928,0.000061051,0.00001436108,0.0000528442,0.0001384539,0.000004192287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001831168,"about_ca_system_score_gemma":0.000003979197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001391355,"about_ca_topic_score_gemma":0.000001217983,"domain_scores_codex":[0.9993192,0.0001058512,0.000200167,0.00007763064,0.0001355077,0.0001616562],"domain_scores_gemma":[0.9995074,0.0002238485,0.00003014187,0.0002156237,0.000006188183,0.00001681806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001016311,0.0000569865,0.02801168,0.003765519,0.001160509,0.00009063164,0.798835,0.05648647,0.0003170072,0.04014529,0.02240261,0.04862663],"study_design_scores_gemma":[0.003112125,0.00008443284,0.06441345,0.0005968019,0.0002281037,0.0000131745,0.6932611,0.1140073,0.00006850483,0.0005517618,0.1229625,0.0007006996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929625,0.0008048116,0.00002084272,0.0002094281,0.00001500406,0.00008918866,0.000003158106,0.00004914629,0.005845951],"genre_scores_gemma":[0.9990234,0.0002378982,0.00001496664,0.00004253561,0.0000312832,0.00004325065,0.000002465034,0.000009833601,0.0005944018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105574,"threshold_uncertainty_score":0.1687189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415814754","doi":"10.1590/1982-0259.2025.e106025","title":"Acolhimento e inclusão social de imigrantes haitianos em Florianópolis (SC): perspectivas psicossociais","year":2025,"lang":"pt","type":"article","venue":"Revista Katálysis","topic":"Migration, Racism, and Human Rights","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":"Université Laval","funders":"","keywords":"Qualitative research; Work (physics); Politics; Order (exchange)","authors":[{"name":"Giovanna Botini Zortea","is_ca":false},{"name":"Lucienne Martins Borges","is_ca":true},{"name":"Allyne Fernandes Oliveira Barros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01770546253926171,"gpt":0.3328284640787757,"spread":0.315123001539514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001599477,0.0006603978,0.00117418,0.0005746383,0.005443205,0.00142497,0.001106505,0.0006440966,0.003414039],"category_scores_gemma":[0.0003697108,0.0006736616,0.00116024,0.002273469,0.0003630718,0.0005807332,0.0002604753,0.0005810219,0.0003470369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063519,"about_ca_system_score_gemma":0.00120825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023623,"about_ca_topic_score_gemma":0.107735,"domain_scores_codex":[0.9942842,0.001182741,0.001023473,0.001077413,0.00111098,0.001321264],"domain_scores_gemma":[0.9976154,0.0003613996,0.000555733,0.0005963863,0.000520954,0.0003501473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007394729,0.0004223648,0.001038356,0.0002435656,0.0009516928,0.00002064961,0.6872518,0.000002631556,0.0001949795,0.0975193,0.2096038,0.002676879],"study_design_scores_gemma":[0.002143153,0.0001959473,0.01529366,0.0008546999,0.003817054,0.00000291411,0.6714042,0.0004565251,0.0005356715,0.02712035,0.276107,0.002068744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937852,0.0146073,0.001739632,0.008972844,0.001931253,0.002369499,0.0005641303,0.0006724831,0.03129084],"genre_scores_gemma":[0.884185,0.001525892,0.00006181728,0.0009952867,0.002762215,0.00009607336,0.00006282693,0.00005505233,0.1102558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057114,"threshold_uncertainty_score":0.9996117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941250971","doi":"10.1590/1982-02592019v22n1p151","title":"O social e o comum: neoliberalismo, biopolítica e renda universal","year":2019,"lang":"pt","type":"article","venue":"Revista Katálysis","topic":"Public Health in Brazil","field":"Social Sciences","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":"Political science; Humanities; Philosophy","authors":[{"name":"Murilo Duarte Costa Corrêa","is_ca":false},{"name":"Cainã Domit Vieira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04048159140277361,"gpt":0.3634896409028768,"spread":0.3230080495001032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002351948,0.0005156465,0.001158755,0.0003587149,0.001397229,0.0006923272,0.001409992,0.0006821322,0.01106303],"category_scores_gemma":[0.0003162047,0.0005672043,0.0005953092,0.002950334,0.0007311509,0.0007232554,0.0003711628,0.0007576448,0.006281701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455331,"about_ca_system_score_gemma":0.001583753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451574,"about_ca_topic_score_gemma":0.000290502,"domain_scores_codex":[0.993228,0.00155902,0.001003848,0.001032234,0.00149799,0.001678871],"domain_scores_gemma":[0.9968517,0.0004622259,0.0006672622,0.000882952,0.0003740136,0.0007618695],"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":[0.0001108515,0.0003328162,0.006314217,0.0007738691,0.0004842142,0.00005533579,0.03927862,0.000005027166,0.0001002327,0.5563821,0.380151,0.01601175],"study_design_scores_gemma":[0.000693724,0.0001031261,0.002004329,0.0001227988,0.0002340295,0.000002831638,0.00596734,0.0003164363,0.000004951286,0.0005895686,0.9892975,0.000663352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3029469,0.003185156,0.0002078173,0.225462,0.00449715,0.003003419,0.0006376147,0.0009197779,0.4591402],"genre_scores_gemma":[0.8263918,0.0007054123,0.00009204356,0.003000785,0.001708112,0.00001342657,0.00008456086,0.00008970812,0.1679142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6091465,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}