{"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":"72f27d3dc08b","filters":{"venue":"Entrepalavras"}},"results":[{"id":"W4220740514","doi":"10.22168/2237-6321-11esp2114","title":"Dicionário enciclopédico ilustrado trilíngue da Língua de Sinais Brasileira no ensino de Português como segunda língua","year":2022,"lang":"pt","type":"article","venue":"Entrepalavras","topic":"Hearing Impairment and Communication","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":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Portuguese; Humanities; Linguistics; Sociology","authors":[{"name":"Ariane Mendes Alves","is_ca":false},{"name":"Beatrice Alves Azevedo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03514481700606602,"gpt":0.3222322823095948,"spread":0.2870874653035288,"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":[0.002594687,0.0008450333,0.0009119958,0.000485196,0.001563622,0.0002613277,0.001746364,0.0005269679,0.02821815],"category_scores_gemma":[0.000405647,0.001047759,0.0005731693,0.0009780008,0.0003742916,0.0002171224,0.001021434,0.002360034,0.002547916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715288,"about_ca_system_score_gemma":0.001308967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689566,"about_ca_topic_score_gemma":0.0002580925,"domain_scores_codex":[0.9910758,0.003174107,0.001375935,0.001235194,0.001039195,0.00209975],"domain_scores_gemma":[0.9950173,0.0007945566,0.0007038092,0.002517657,0.0001726554,0.0007940284],"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":[0.001062665,0.00399715,0.6567513,0.00023661,0.0008807344,0.001571678,0.0544601,0.0003965382,0.004100517,0.00317582,0.2515039,0.02186302],"study_design_scores_gemma":[0.004394638,0.001608472,0.3785235,0.0001920647,0.000446377,0.001084719,0.009582733,0.002264232,0.0003821434,0.0003073571,0.599787,0.001426774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536111,0.003081694,0.0002605234,0.004356062,0.002668273,0.001203483,0.0002128989,0.0005758016,0.03403015],"genre_scores_gemma":[0.9427868,0.000271257,0.000329273,0.003708039,0.001004983,0.0002131456,0.0003990381,0.0001915752,0.05109588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3482831,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226025690","doi":"10.22168/2237-6321-11esp2097","title":"Experiência na criação de um dicionário bilíngue de parônimos para alunos de língua estrangeira","year":2021,"lang":"en","type":"article","venue":"Entrepalavras","topic":"Linguistic research and analysis","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":"HealthForceOntario","funders":"","keywords":"German; Linguistics; Foreign language; Computer science; First language; Selection (genetic algorithm); Humanities; Psychology; Artificial intelligence; Philosophy","authors":[{"name":"Anna V. Pavlova","is_ca":false},{"name":"Olga Gleiser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04507685908979067,"gpt":0.3006256878538449,"spread":0.2555488287640543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004255729,0.0002451394,0.0003337662,0.0001122984,0.0004484298,0.0004491578,0.0002874385,0.00009072298,0.01610712],"category_scores_gemma":[0.001069191,0.0002202875,0.0003103791,0.0001102662,0.0002191461,0.000106249,0.0000834719,0.0002934926,0.0003865389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112292,"about_ca_system_score_gemma":0.0006363979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202508,"about_ca_topic_score_gemma":0.002196342,"domain_scores_codex":[0.9976344,0.0002584437,0.0003576205,0.0004178449,0.0004115271,0.0009201397],"domain_scores_gemma":[0.9985516,0.0002548316,0.00008431672,0.0004651622,0.0002348514,0.0004092329],"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":[0.0002735611,0.002046424,0.08192937,0.0004623058,0.0019915,0.009861938,0.5175838,0.0001363391,0.01985522,0.1835627,0.163671,0.01862582],"study_design_scores_gemma":[0.001812806,0.0002147421,0.004961925,0.0002419131,0.0004281132,0.000106409,0.04040836,0.003853195,0.02451487,0.01918266,0.9031644,0.001110627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928212,0.002515653,0.0008194654,0.001518744,0.0004607265,0.0002130663,0.00009082575,0.0002497895,0.0659197],"genre_scores_gemma":[0.9765229,0.0002577364,0.0005393505,0.0009288613,0.002160976,0.00005871442,0.00007233371,0.00003988719,0.01941928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394934,"threshold_uncertainty_score":0.9847923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888974989","doi":"10.22168/2237-6321-21129","title":"Intervention on reading comprehension: an approach designed for students with Asperger’s Syndrome (AS)","year":2018,"lang":"pt","type":"article","venue":"Entrepalavras","topic":"Education and Digital Technologies","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":"University of Toronto","funders":"","keywords":"Psychology; Reading (process); Developmental psychology; Philosophy; Linguistics","authors":[{"name":"Lidia Correia","is_ca":false},{"name":"Wilson Júnior de Araújo Carvalho","is_ca":false},{"name":"Becky Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07267472973874375,"gpt":0.4008608595423251,"spread":0.3281861298035814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005381551,0.0002692413,0.0003010601,0.0001888751,0.0006665658,0.0004167005,0.0006329053,0.0002135061,0.0004211094],"category_scores_gemma":[0.0002135453,0.0002321984,0.0001360047,0.0004733561,0.0004706368,0.0004684555,0.00009050444,0.00013575,0.000422969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872722,"about_ca_system_score_gemma":0.00009887273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825738,"about_ca_topic_score_gemma":0.0001208501,"domain_scores_codex":[0.9977004,0.000178084,0.0003429763,0.000655313,0.0006342323,0.0004890227],"domain_scores_gemma":[0.9987004,0.00015495,0.0002405168,0.0004705724,0.0002335337,0.0001999777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003922953,0.02703141,0.2948591,0.0007522649,0.001575665,0.0001294373,0.2242623,0.0000909527,0.0005427201,0.2806033,0.09214656,0.07408328],"study_design_scores_gemma":[0.01010915,0.03479547,0.1183494,0.003058769,0.0006508928,0.0001733539,0.7235326,0.002113461,0.004888752,0.01328946,0.08521008,0.003828621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778818,0.00006233875,0.001304628,0.0008229406,0.0008565676,0.001055942,0.00001090505,0.0004069789,0.01759787],"genre_scores_gemma":[0.9746907,0.00001880535,0.0005884667,0.0002361148,0.0002127344,0.00009239512,0.00004634629,0.00003120406,0.02408328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4992703,"threshold_uncertainty_score":0.9468778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}