{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"0aae5d477623","filters":{"venue":"Revista Leitura"}},"results":[{"id":"W4392879275","doi":"10.28998/2317-9945.19871.01-14","title":"Linguagem, arte e literatura (primeira parte)","year":2019,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Linguistics and Education Research","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art; History","authors":[{"name":"Joseph Guimaraes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03258971994201059,"gpt":0.3006778790701035,"spread":0.2680881591280929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006139168,0.0004369874,0.0005772484,0.0002223398,0.0005272455,0.005475121,0.0005294082,0.000160341,0.03496932],"category_scores_gemma":[0.0001955327,0.000377332,0.0003026507,0.0001809519,0.0001813013,0.0001943628,0.0001651251,0.0007616924,0.01502166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125964,"about_ca_system_score_gemma":0.0003377503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001611227,"about_ca_topic_score_gemma":0.000009340376,"domain_scores_codex":[0.9970514,0.0001563108,0.0007158869,0.0006786065,0.00058192,0.0008159227],"domain_scores_gemma":[0.9974536,0.0002464121,0.0002592095,0.001014415,0.0007252492,0.0003011574],"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":[0.00005515172,0.0002781179,0.001167657,0.001400819,0.0001990535,0.0000470325,0.03250119,0.000004361268,0.000122353,0.8687503,0.0913619,0.004112036],"study_design_scores_gemma":[0.0004047385,0.0001452865,0.0004897422,0.0005873403,0.00006479152,0.000006577197,0.002930882,0.000302114,0.00003918676,0.0001289621,0.9943823,0.0005181215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4543436,0.0270463,0.0000201623,0.003101907,0.01093139,0.001824829,0.0004427376,0.0002235233,0.5020655],"genre_scores_gemma":[0.6844998,0.0003145714,0.00002389764,0.0005956427,0.003991395,0.00001434745,0.0001322498,0.00005772905,0.3103704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9030204,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392879286","doi":"10.28998/2317-9945.19917-8.40-45","title":"O ensino de língua e a norma linguística","year":2019,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Linguistics and Education Research","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":"Cascades (Canada)","funders":"","keywords":"Sociology","authors":[{"name":"Denilda Moura","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03458473613763337,"gpt":0.3047031603948821,"spread":0.2701184242572487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005919834,0.0002817649,0.0003968152,0.000155501,0.0004191555,0.001598172,0.0003673124,0.0001226435,0.02562071],"category_scores_gemma":[0.000383014,0.0002526799,0.0001922315,0.0001006407,0.0001719501,0.00008022588,0.0001291965,0.0005200235,0.01031086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596738,"about_ca_system_score_gemma":0.0006164639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004186085,"about_ca_topic_score_gemma":0.00002165093,"domain_scores_codex":[0.9978547,0.0001226374,0.0004651218,0.0004092109,0.00040822,0.000740085],"domain_scores_gemma":[0.9980747,0.0002896178,0.000154468,0.000634143,0.0005682993,0.0002787888],"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":[0.0000516342,0.0002280924,0.003793025,0.001332744,0.0001332635,0.00004256974,0.02344411,0.000008003004,0.0001395097,0.9092378,0.05925581,0.002333439],"study_design_scores_gemma":[0.000301904,0.0001243281,0.001437009,0.0003487431,0.00006787025,0.00001122858,0.002838828,0.0008240739,0.00004392351,0.0001798047,0.993458,0.0003643368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4650281,0.006777788,0.00005122692,0.002276722,0.004357289,0.0009311184,0.0001668318,0.0001182595,0.5202926],"genre_scores_gemma":[0.7844001,0.0003147232,0.00006025094,0.0005963242,0.003221949,0.000007562775,0.00003494544,0.00004483336,0.2113193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9342021,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W201297417","doi":"10.28998/2317-9945.2013v2n52p165-184","title":"Experimento de produção sobre a prosódia da não exaustividade no português brasileiro","year":2013,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Art","authors":[{"name":"Daise Ribeiro Pereira Carpes","is_ca":true},{"name":"Juan Manuel Sosa","is_ca":true},{"name":"Izabel Christine Seara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05070814675256152,"gpt":0.361746627339846,"spread":0.3110384805872844,"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":[0.0009374521,0.0007924124,0.001006835,0.0003006405,0.0003398534,0.0008684771,0.001217516,0.0008210054,0.01510284],"category_scores_gemma":[0.0002753221,0.000747959,0.0003184723,0.000616275,0.0005447667,0.0002615172,0.000478952,0.001562154,0.02096039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858995,"about_ca_system_score_gemma":0.0005154232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087769,"about_ca_topic_score_gemma":0.00001330417,"domain_scores_codex":[0.9939006,0.0008469156,0.001001993,0.001536146,0.0005688964,0.002145424],"domain_scores_gemma":[0.9960433,0.0002953156,0.0004073787,0.002075928,0.0003927572,0.0007853205],"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":[0.0006683057,0.002187304,0.05957215,0.001819356,0.001326006,0.0007582202,0.03164735,0.00000431661,0.2477504,0.008621654,0.6066062,0.03903873],"study_design_scores_gemma":[0.004612237,0.0020401,0.4767958,0.0009751991,0.0002903668,0.0006317474,0.002542626,0.0006637754,0.009103623,0.0003585909,0.4992623,0.002723604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405129,0.01573609,0.0001669214,0.004596578,0.001497911,0.004233135,0.0001329938,0.000213486,0.03291],"genre_scores_gemma":[0.8812889,0.0006131489,0.0002116343,0.000890499,0.001383421,0.0009457338,0.0001111647,0.000163266,0.1143922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172236,"threshold_uncertainty_score":0.9994971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1515117412","doi":"10.28998/2317-9945.2013v2n52p139-163","title":"Variação prosódica das sentenças interrogativas totais no falar catarinense: um estudo experimental","year":2013,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Syntax, Semantics, Linguistic Variation","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":"Simon Fraser University","funders":"","keywords":"Humanities; Art","authors":[{"name":"Juan Manuel Sosa","is_ca":true},{"name":"Vanessa Gonzaga Nunes","is_ca":true},{"name":"Izabel Christine Seara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02587787398576104,"gpt":0.2725073744446334,"spread":0.2466295004588723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003849096,0.0008401039,0.000954473,0.0002099221,0.0008743594,0.002615661,0.000647724,0.0002465283,0.0145555],"category_scores_gemma":[0.0006099458,0.0007701806,0.0003873208,0.0001255362,0.0004248296,0.0006058394,0.000503415,0.0006071365,0.009023641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767227,"about_ca_system_score_gemma":0.000171476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051275,"about_ca_topic_score_gemma":0.0002044506,"domain_scores_codex":[0.9957541,0.0002688406,0.001310249,0.001019653,0.0007448865,0.0009022449],"domain_scores_gemma":[0.9967563,0.0002160269,0.0006935914,0.001104978,0.0009029617,0.0003261041],"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":[0.0001613423,0.002030427,0.002837748,0.001635523,0.001342661,0.0001878918,0.1759682,0.000005951965,0.003909796,0.7758054,0.03375249,0.002362566],"study_design_scores_gemma":[0.006418227,0.002918336,0.009544994,0.004984788,0.001867619,0.0002687505,0.1244476,0.01227943,0.004446384,0.004936722,0.8216352,0.006251937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521579,0.006107944,0.0009963926,0.03895816,0.01879458,0.008517075,0.0005852734,0.001086098,0.07279659],"genre_scores_gemma":[0.963927,0.00006949283,0.0004128834,0.000510573,0.00416998,0.0001694875,0.0003394546,0.0001448174,0.03025635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7878827,"threshold_uncertainty_score":0.9994749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237465060","doi":"10.28998/0103-6858.2003v2n32p165-171","title":"A filosofia trágica de Riobaldo","year":2003,"lang":"es","type":"article","venue":"Revista Leitura","topic":"Spanish Philosophy and Literature","field":"Arts and Humanities","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":"Philosophy; Computer science; Political science","authors":[{"name":"Ondina Pena Pereira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01936966887603857,"gpt":0.2372197352601174,"spread":0.2178500663840789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003102562,0.0004385959,0.0004981392,0.00009443649,0.0006451255,0.003106659,0.000305302,0.0002296744,0.007833202],"category_scores_gemma":[0.00009963506,0.0003745765,0.0003486424,0.00009352316,0.0002534071,0.0002779423,0.00003741744,0.0005686292,0.0006877265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009366374,"about_ca_system_score_gemma":0.0001377112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360232,"about_ca_topic_score_gemma":0.000003347821,"domain_scores_codex":[0.9979316,0.0002837171,0.0004432098,0.0004691434,0.0002675114,0.0006048259],"domain_scores_gemma":[0.9987868,0.0001133835,0.0001875723,0.0005687043,0.0001258744,0.0002176519],"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":[0.00003070866,0.0001287638,0.0002880576,0.0003861576,0.00009970925,0.00008387358,0.004934094,8.655675e-7,0.0001020672,0.97606,0.01716699,0.0007187302],"study_design_scores_gemma":[0.0004416748,0.0001302686,0.0002648103,0.0005033321,0.0001447889,0.00005892631,0.0004028972,0.000006289906,0.0000777242,0.005951304,0.9915232,0.0004947602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07991716,0.02837926,0.00001758881,0.001930329,0.0007529844,0.0004888179,0.0003730229,0.0001790336,0.8879618],"genre_scores_gemma":[0.9729288,0.0004817664,0.0001539087,0.001998896,0.002162417,0.00002040343,0.00004803792,0.00005878802,0.02214697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9743562,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245142410","doi":"10.28998/2317-9945.2020n65p3-9","title":"Maria Denilda Moura e a linguística brasileira","year":2020,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Linguistics and Education Research","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Ataliba Teixeira de Castilho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1011714316606234,"gpt":0.3197211440301606,"spread":0.2185497123695372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003116014,0.000397535,0.0005444887,0.0001074525,0.0007424672,0.002820456,0.0005988117,0.0001387578,0.02281886],"category_scores_gemma":[0.001190606,0.000361367,0.0002575178,0.0001994012,0.0002755762,0.0001097064,0.0002404155,0.0007277267,0.005222822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008620394,"about_ca_system_score_gemma":0.0004681128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118231,"about_ca_topic_score_gemma":0.00001428462,"domain_scores_codex":[0.9972619,0.0001435543,0.0006966289,0.000629456,0.0005723689,0.0006960715],"domain_scores_gemma":[0.9977581,0.0002990146,0.0002182876,0.0004863589,0.0006015213,0.0006367356],"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":[0.00009065599,0.0001798647,0.001655735,0.001332227,0.000199424,0.000100163,0.02700285,0.000006624101,0.00008056668,0.7587268,0.2084241,0.00220094],"study_design_scores_gemma":[0.0003799156,0.0001824507,0.001155786,0.0002164517,0.0001399892,0.000004905523,0.003468771,0.001563088,0.00002500163,0.00008221137,0.9922823,0.0004991551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2262026,0.03120451,0.001071529,0.07747487,0.01157784,0.004105312,0.001828673,0.0009352568,0.6455994],"genre_scores_gemma":[0.9526164,0.0002985895,0.0001019849,0.002821592,0.009630846,0.00002043274,0.00008324445,0.00008133172,0.03434556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7838582,"threshold_uncertainty_score":0.9998838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392740883","doi":"10.28998/2317-9945.202376.47-62","title":"Desempregados brasileiros, uni-vos na empreendedora informalidade","year":2023,"lang":"pt","type":"article","venue":"Revista Leitura","topic":"Digital Economy and Work Transformation","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":"Philosophy; Humanities; Political science","authors":[{"name":"Samuel Ponsoni","is_ca":false},{"name":"Fernanda Freire de Sousa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430564759933463,"gpt":0.3067112199890845,"spread":0.2636547439957382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100695,0.0004059138,0.0005085131,0.0002865358,0.000839451,0.001786515,0.0007491841,0.0003572654,0.000512845],"category_scores_gemma":[0.0001043842,0.0004127124,0.0003440733,0.0020991,0.0003228313,0.003134244,0.0001314526,0.0004275924,0.006782022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039246,"about_ca_system_score_gemma":0.0003771884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001812147,"about_ca_topic_score_gemma":0.00009634069,"domain_scores_codex":[0.9969501,0.000168062,0.0008603195,0.000431734,0.0005996639,0.0009900997],"domain_scores_gemma":[0.9984959,0.0002147642,0.0003086341,0.0004812283,0.0001175663,0.0003819122],"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":[0.0001505915,0.0002473406,0.02240851,0.001858516,0.0003932049,0.00009750621,0.06706919,0.0003624871,0.00006681524,0.3786444,0.06765249,0.4610489],"study_design_scores_gemma":[0.0007683161,0.000142756,0.0153119,0.0006810133,0.00009656788,0.000008623463,0.01363234,0.0008098772,0.0001605531,0.0003631784,0.967033,0.0009918987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6028638,0.001696302,0.0009968607,0.006465182,0.002011121,0.002515259,0.0004345649,0.001557588,0.3814593],"genre_scores_gemma":[0.9708235,0.001037922,0.00001565445,0.0004087361,0.0003409675,0.0000404697,0.000268828,0.00003780061,0.02702615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8993805,"threshold_uncertainty_score":0.9998325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}