{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"53889ea184be","filters":{"venue":"Estudios del Discurso"}},"results":[{"id":"W2898338118","doi":"","title":"“Hasta que la dignidad se haga costumbre”: Performatividad, subalternidad y restauración en los casos de doña Jacinta, Teresa y Alberta // “Until Dignity Is Customary”: Performativity, Subalternity, and Restoration in the cases of Jacinta, Teresa and Alberta","year":2018,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"Gender, Health, and Social Inequality","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":"Dignity; Humanities; Political science; Indigenous; State (computer science); Government (linguistics); Cartography; History; Art; Law; Geography; Philosophy","authors":[{"name":"Dónovan Adrián Hernández Castellanos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03762384840568874,"gpt":0.3563004433190781,"spread":0.3186765949133893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005895567,0.0008156691,0.001148142,0.0002837414,0.002172073,0.0007839288,0.0008991236,0.0006213156,0.00009850603],"category_scores_gemma":[0.002085791,0.00065932,0.0002271427,0.0007708666,0.00254183,0.001773311,0.0006259301,0.001175678,0.0000444328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679838,"about_ca_system_score_gemma":0.0008445308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1613322,"about_ca_topic_score_gemma":0.5042536,"domain_scores_codex":[0.9891348,0.006050836,0.001445883,0.0008510259,0.001233432,0.001284032],"domain_scores_gemma":[0.9921896,0.005132858,0.0009093509,0.0008953626,0.0003860538,0.0004867473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002770096,0.000713589,0.5996979,0.0008174984,0.0001093306,0.00003505236,0.3882582,0.000002226384,0.00003963729,0.004131226,0.001941287,0.003977075],"study_design_scores_gemma":[0.002252045,0.001155545,0.8467864,0.000776051,0.000328074,0.0001539954,0.1398856,0.001036453,0.0003359254,0.001557072,0.004626649,0.001106196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841006,0.0004693803,0.00005995169,0.004499328,0.0003123064,0.0017982,0.0003862426,0.0000353337,0.008338589],"genre_scores_gemma":[0.996371,0.001500154,0.00003266187,0.0006545434,0.0006148973,0.0001059124,0.00005842478,0.00005561542,0.0006068326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3429213,"threshold_uncertainty_score":0.9995858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323065791","doi":"10.30973/esdi.2022.8.2.120","title":"Apuntes sobre la prosa del Tractatus de Angelis (1757) de los jesuitas Francisco Zevallos y Andrés Lucena","year":2022,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Alberto Juárez Carbajal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.014354967144271,"gpt":0.2572813889939424,"spread":0.2429264218496714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007847481,0.0007040674,0.0008581933,0.0002106499,0.003142656,0.0005532664,0.0006243986,0.0001439524,0.001332844],"category_scores_gemma":[0.0006967126,0.0006223113,0.0004295605,0.000190981,0.0006059987,0.0001393909,0.0005608717,0.00111452,0.0000801579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006320266,"about_ca_system_score_gemma":0.0003379856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008829397,"about_ca_topic_score_gemma":0.000730107,"domain_scores_codex":[0.9959309,0.0004586078,0.0006937569,0.0008006414,0.0008424403,0.001273714],"domain_scores_gemma":[0.99806,0.0004750807,0.0003192525,0.0005436562,0.0002611765,0.0003407988],"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":[0.0004965005,0.004343724,0.01724849,0.001482338,0.001993572,0.003129357,0.2835839,0.0003352733,0.0003283004,0.3894588,0.2811955,0.0164042],"study_design_scores_gemma":[0.001213101,0.0006030603,0.00710547,0.0001676488,0.000733059,0.00006602495,0.02484938,0.0005997518,0.00002208532,0.001127691,0.9624965,0.001016237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4463401,0.1136914,0.0005125531,0.003171685,0.007745245,0.002960782,0.01041182,0.0008146581,0.4143517],"genre_scores_gemma":[0.9832681,0.001296291,0.0002769393,0.0007334026,0.003428702,0.0004249672,0.000125683,0.0001523244,0.01029353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6813009,"threshold_uncertainty_score":0.9996228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985258841","doi":"10.30973/esdi/2018.4.2/1","title":"“Hasta que la dignidad se haga costumbre”: Performatividad, subalternidad y restauración en los casos de doña Jacinta, Teresa y Alberta","year":2018,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"Gender, Health, and Social Inequality","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":"Humanities; Political science; Art","authors":[{"name":"Dónovan Adrián Hernández Castellanos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03443429284148115,"gpt":0.3701363517008173,"spread":0.3357020588593361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004693587,0.0009219487,0.001181737,0.0001984741,0.003331316,0.0008725704,0.001393484,0.0009020496,0.0005208783],"category_scores_gemma":[0.001898195,0.0008588668,0.0005166763,0.0008976095,0.002134736,0.001036044,0.0005072883,0.001295407,0.001078041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096399,"about_ca_system_score_gemma":0.001969138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0503934,"about_ca_topic_score_gemma":0.1572985,"domain_scores_codex":[0.988906,0.004761001,0.001353637,0.001216694,0.001480789,0.002281867],"domain_scores_gemma":[0.9941964,0.002344719,0.0007266091,0.001103376,0.0005354583,0.00109341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003553963,0.001711859,0.3232806,0.0008071301,0.0005424409,0.0001461905,0.552678,0.00001456129,0.00009429808,0.08171167,0.02628891,0.01236884],"study_design_scores_gemma":[0.004312819,0.001562893,0.5633491,0.001259462,0.0007180605,0.00007383415,0.1968038,0.001125545,0.0003927186,0.006029151,0.2209682,0.003404331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167954,0.0005561803,0.0004838217,0.006797099,0.001548678,0.001564273,0.0003452465,0.0001836171,0.07172564],"genre_scores_gemma":[0.9861627,0.001077696,0.0001185834,0.001072367,0.003428438,0.0001401226,0.00006592661,0.0001119971,0.007822212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3558742,"threshold_uncertainty_score":0.9996997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392480767","doi":"10.30973/esdi.2022.8.1/7","title":"Artivismo: disputa estético-política por la memoria colectiva","year":2022,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"History, Culture, and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de La Pocatiere","funders":"","keywords":"Political science","authors":[{"name":"Melina Amao Ceniceros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02706101440321461,"gpt":0.3471122057227927,"spread":0.3200511913195781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001597418,0.000687269,0.001018965,0.0001290878,0.006399799,0.00008600099,0.0008092832,0.000448627,0.002990733],"category_scores_gemma":[0.0005467897,0.0006235178,0.0005962966,0.000909224,0.0005036116,0.0002251425,0.0007206667,0.003056687,0.0008369688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410806,"about_ca_system_score_gemma":0.00128571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003153397,"about_ca_topic_score_gemma":0.0001214826,"domain_scores_codex":[0.9921058,0.003114628,0.0009921462,0.001115729,0.001222057,0.001449582],"domain_scores_gemma":[0.9966964,0.0009076984,0.0005323564,0.001064389,0.0002122487,0.0005869648],"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":[0.0001939839,0.002558692,0.04827936,0.0006965146,0.0007066337,0.000263754,0.1147368,0.00008613108,0.0003783692,0.07818507,0.7526527,0.00126204],"study_design_scores_gemma":[0.002599127,0.0004785323,0.1014455,0.0002336039,0.0005648163,0.0000326915,0.06286998,0.0002891395,0.00001550717,0.0009942605,0.8294294,0.001047412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195157,0.01283843,0.001450355,0.03780036,0.03338337,0.008136945,0.00215066,0.001379901,0.1833442],"genre_scores_gemma":[0.960923,0.0002212075,0.0002918112,0.002379864,0.001624607,0.0009223298,0.0001239845,0.0001761591,0.03333709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414072,"threshold_uncertainty_score":0.999941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392457364","doi":"10.30973/esdi.2021.7.2/7","title":"Campaña “Migrar no es delito”. La construcción política de una voz colectiva","year":2021,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"Social Sciences and Policies","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"María Eugenia Contursi","is_ca":false},{"name":"Gabriela Costanzo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01249824687867094,"gpt":0.3348758572472531,"spread":0.3223776103685821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009765059,0.0004312132,0.0006223181,0.00006764702,0.001997869,0.0008149045,0.0007634351,0.0004038234,0.0006133681],"category_scores_gemma":[0.001556185,0.0003933457,0.0004273567,0.001683901,0.002418138,0.0003597749,0.0003263763,0.0004506156,0.0004675782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459602,"about_ca_system_score_gemma":0.002200122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144252,"about_ca_topic_score_gemma":0.006299642,"domain_scores_codex":[0.9952542,0.001103084,0.0004857342,0.0007199661,0.001054027,0.001382952],"domain_scores_gemma":[0.9973452,0.0009585291,0.0002386634,0.000416151,0.0004526979,0.0005887392],"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":[0.00004103678,0.0006072504,0.2126016,0.0001124897,0.0003510374,0.0002032675,0.06792676,0.00002709742,0.0006757563,0.6622929,0.04506879,0.01009202],"study_design_scores_gemma":[0.001215159,0.0002644502,0.1927199,0.0005317989,0.0003836174,0.00005781231,0.0978511,0.0001990172,0.000642787,0.01490627,0.6897532,0.001474831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171087,0.003322403,0.00009140342,0.02231258,0.002330092,0.0004567235,0.000148537,0.0001872812,0.1540423],"genre_scores_gemma":[0.9885409,0.003439333,0.0004360726,0.001090555,0.002166333,0.00004168657,0.00000843657,0.00003649372,0.004240195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6473867,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2200323498","doi":"10.30973/esdi/2015/1/1.2","title":"Los recursos del porvenir de Elena Garro: Una novela mexicana de deformación","year":2015,"lang":"es","type":"article","venue":"Estudios del Discurso","topic":"Latin American Literature Studies","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":"York University","funders":"","keywords":"Humanities; Context (archaeology); Alienation; Art; Subject (documents); Philosophy; Cartography; Geography; Political science; Law","authors":[{"name":"Alejandro Zamora","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204983596590203,"gpt":0.3335161145471048,"spread":0.3114662785812028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002161861,0.0008190182,0.001042534,0.000213676,0.001088367,0.0003638854,0.001167823,0.0004000792,0.00008921354],"category_scores_gemma":[0.001798573,0.0006949513,0.0004573067,0.0016261,0.001789649,0.0007013652,0.0004934904,0.0008814321,0.0002562721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614785,"about_ca_system_score_gemma":0.002068191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840686,"about_ca_topic_score_gemma":0.001485124,"domain_scores_codex":[0.9936453,0.0008913567,0.0008543377,0.0009706085,0.001490408,0.002147973],"domain_scores_gemma":[0.9964543,0.0003506903,0.0006249019,0.0007716753,0.0005797217,0.001218736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005192184,0.001870859,0.3966057,0.0004165604,0.002013003,0.0005129286,0.219555,0.000294196,0.0002603521,0.1407956,0.213573,0.02358355],"study_design_scores_gemma":[0.009572105,0.002700984,0.2985137,0.002693676,0.002430206,0.0003315693,0.1794613,0.001876163,0.0005767702,0.02549804,0.469426,0.006919379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7108198,0.01300512,0.001323476,0.01683092,0.0025438,0.001968785,0.0005819098,0.0006516175,0.2522745],"genre_scores_gemma":[0.9887748,0.001097202,0.00316156,0.001589286,0.001948432,0.0001404216,0.00002954714,0.0001126928,0.003146074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277955,"threshold_uncertainty_score":0.9995502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}