{"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":"25c4b8d2db8a","filters":{"venue":"Informação & Informação"}},"results":[{"id":"W3017511111","doi":"10.5433/1981-8920.2020v25n1p66","title":"Redes Sociais como Lugares Enviesados de Memória: um discurso coletivo da paralização dos caminhoneiros de 2018","year":2020,"lang":"pt","type":"article","venue":"Informação & Informação","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Tartu Ülikool; Concordia University; Eesti Teadusagentuur; Universidad Nacional Autónoma de México; Australian Government; University of Missouri","keywords":"Humanities; Philosophy","authors":[{"name":"Denise Braga Sampaio","is_ca":false},{"name":"Izabel França de Lima","is_ca":false},{"name":"María Rosa","is_ca":false},{"name":"Bernardina Maria Juvenal Freire de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05499664674477561,"gpt":0.26293885855034,"spread":0.2079422118055644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006757569,0.001616694,0.001763603,0.0003030705,0.002542553,0.002364221,0.001455954,0.0006788558,0.005872563],"category_scores_gemma":[0.0003539948,0.001372559,0.001021899,0.0004155127,0.001703791,0.004891024,0.0008840215,0.001539745,0.002941794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005488394,"about_ca_system_score_gemma":0.0006047144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334387,"about_ca_topic_score_gemma":0.001027609,"domain_scores_codex":[0.9926161,0.0001866712,0.002504127,0.0006903683,0.001214892,0.002787837],"domain_scores_gemma":[0.9959615,0.0003509886,0.001160764,0.0008347901,0.0004366591,0.001255223],"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":[0.0004202866,0.0001325555,0.002817696,0.001057945,0.0007696325,0.00006176209,0.5725313,0.00006322839,0.00002520159,0.005551056,0.4084426,0.008126786],"study_design_scores_gemma":[0.002478233,0.0008284,0.001131904,0.0004654504,0.0004181754,0.00006189439,0.1849923,0.002156898,0.0003538847,0.0001321656,0.8053117,0.001669004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5085772,0.03678012,0.000901174,0.03892708,0.01333468,0.009587724,0.01008352,0.005492157,0.3763163],"genre_scores_gemma":[0.9219073,0.005334569,0.0002083174,0.02595948,0.004375649,0.0005001278,0.001011505,0.0003423726,0.04036067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133301,"threshold_uncertainty_score":0.999658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1579722169","doi":"10.5433/1981-8920.2008v13n2p142","title":"Vancouver é aqui: no Brasil.","year":2008,"lang":"pt","type":"article","venue":"Informação & Informação","topic":"Youth, Drugs, and Violence","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","authors":[{"name":"Maria das Graças Targino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04011180794260776,"gpt":0.2946185551410482,"spread":0.2545067471984404,"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":[0.001420021,0.001070822,0.001063717,0.0005505528,0.003181311,0.0003605787,0.002302879,0.001054154,0.003510067],"category_scores_gemma":[0.0006186361,0.001051242,0.0007682894,0.001725856,0.001607878,0.008240374,0.0006243006,0.001425623,0.02472718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326179,"about_ca_system_score_gemma":0.002284025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576961,"about_ca_topic_score_gemma":0.003096902,"domain_scores_codex":[0.9916448,0.0001341222,0.002259575,0.000632563,0.002535878,0.002793061],"domain_scores_gemma":[0.9951075,0.0002951018,0.00109498,0.001265767,0.001000569,0.001236077],"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":[0.0004559888,0.0003481429,0.02298621,0.0003946488,0.0003043488,0.0001405881,0.3864942,0.0002480695,0.00001539281,0.003241215,0.4716899,0.1136813],"study_design_scores_gemma":[0.002296621,0.0004787821,0.005256395,0.0003388363,0.0001001421,0.00006884805,0.05199848,0.002212453,0.0001878953,0.0001086369,0.9349668,0.001986121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.126004,0.0008287093,0.0004705585,0.0002913789,0.01540892,0.001432201,0.0002285989,0.0008017378,0.8545339],"genre_scores_gemma":[0.8635229,0.006309219,0.0002117614,0.004935201,0.002110873,0.00007577363,0.00008254898,0.0000904824,0.1226613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7375189,"threshold_uncertainty_score":0.9991938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112183992","doi":"10.5433/1981-8920.2020v25n3p288","title":"Music, dementia and the Organization of knowledge","year":2020,"lang":"pt","type":"article","venue":"Informação & Informação","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"D. Grant Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02375952095962296,"gpt":0.2851237097739242,"spread":0.2613641888143012,"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":[0.0006045933,0.0003403612,0.0004599626,0.0001697545,0.0002894528,0.0001366082,0.0004858476,0.0002807806,0.00790887],"category_scores_gemma":[0.000341622,0.0002559864,0.0001259429,0.001097741,0.0003824635,0.0009911412,0.0003178717,0.0003837135,0.002039315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729786,"about_ca_system_score_gemma":0.0002388716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019993,"about_ca_topic_score_gemma":0.00001458113,"domain_scores_codex":[0.9977053,0.0001172681,0.001210411,0.0002218751,0.0002947234,0.000450382],"domain_scores_gemma":[0.9979093,0.0001711381,0.000693512,0.000484351,0.0004762904,0.0002654063],"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":[0.000562395,0.0001605433,0.008616094,0.0006312333,0.0006969289,0.000002857822,0.8034224,0.00003720676,0.00006810441,0.02300425,0.08926835,0.07352962],"study_design_scores_gemma":[0.03554784,0.001107642,0.06879002,0.000377735,0.002079845,0.0002485212,0.2612469,0.01425637,0.00348165,0.0002011489,0.6104649,0.002197486],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6577918,0.01185452,0.008912834,0.01704057,0.006479088,0.003637034,0.0002430137,0.0004676796,0.2935735],"genre_scores_gemma":[0.9858426,0.0003108874,0.00006482055,0.01209598,0.0003974739,0.00002275778,0.0002271928,0.00003503924,0.00100329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421755,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406637576","doi":"10.5433/1981-8920.2024v29n2p81","title":"A experiência do Arquivo Nacional do Canadá na avaliação de documentos de arquivo","year":2024,"lang":"pt","type":"article","venue":"Informação & Informação","topic":"Digital and Traditional Archives Management","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":"Humanities; Art","authors":[{"name":"Ivana Denise Parrela","is_ca":false},{"name":"Maria Juliana Nunes da Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02137036140334043,"gpt":0.2483992716113379,"spread":0.2270289102079975,"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":[0.0008115777,0.001172075,0.0007403049,0.001081268,0.001186008,0.006436199,0.001224228,0.0002097807,0.0069782],"category_scores_gemma":[0.00005582074,0.001089482,0.0008866119,0.0003968305,0.0006708328,0.006663652,0.0007033818,0.00110562,0.004784759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049041,"about_ca_system_score_gemma":0.001573026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374978,"about_ca_topic_score_gemma":0.0006531983,"domain_scores_codex":[0.9935311,0.00006248941,0.001814805,0.0006616722,0.00155068,0.002379227],"domain_scores_gemma":[0.997411,0.0002558418,0.0003596145,0.0007328943,0.0002035604,0.001037145],"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":[0.0002247394,0.0002014719,0.00009833903,0.001256466,0.0008984239,0.0003665935,0.0991696,0.0003517454,0.000008116624,0.7110103,0.09437302,0.09204122],"study_design_scores_gemma":[0.001031275,0.0005317772,0.0008641173,0.001255382,0.0002296414,0.0003035312,0.01774729,0.007532535,0.0000830881,0.01357454,0.9553283,0.001518497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09074915,0.001916983,0.0009664407,0.001691733,0.004041722,0.001277634,0.002741224,0.0007945798,0.8958206],"genre_scores_gemma":[0.9270046,0.0007742119,0.0001535191,0.005350141,0.001530737,0.0003704344,0.0007410055,0.0001242214,0.06395108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8609553,"threshold_uncertainty_score":0.9991555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}