{"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":"9efa20e6473d","filters":{"venue":"Teoria e Prática da Educação"}},"results":[{"id":"W4231360627","doi":"10.4025/tpe.v22i1.47427","title":"Apontamentos sobre educação de bebês e de crianças pequenas","year":2019,"lang":"pt","type":"article","venue":"Teoria e Prática da Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":4,"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; Philosophy","authors":[{"name":"Elizabeth Tunes","is_ca":true},{"name":"Zoia Prestes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06337078308923802,"gpt":0.4101862556649455,"spread":0.3468154725757074,"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":[0.004416156,0.0007042632,0.0007595102,0.0003232239,0.00132888,0.001013829,0.001564486,0.0008544879,0.04641479],"category_scores_gemma":[0.002178452,0.0007694266,0.0003796223,0.001012734,0.0005443498,0.001464113,0.0002257713,0.001487836,0.01120848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180794,"about_ca_system_score_gemma":0.01129597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073581,"about_ca_topic_score_gemma":0.0009178053,"domain_scores_codex":[0.9925236,0.002089539,0.0009106968,0.001199119,0.001017393,0.002259726],"domain_scores_gemma":[0.994096,0.002293864,0.000693464,0.001265164,0.0003719269,0.00127954],"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":[0.0004830914,0.003254845,0.06184316,0.000610321,0.000735732,0.00004551102,0.5031179,0.000029532,0.003561618,0.101937,0.3091214,0.01525996],"study_design_scores_gemma":[0.001028014,0.0003526667,0.005393122,0.0002952911,0.0006502594,0.00007605028,0.2207412,0.0001020533,0.0009869379,0.0123362,0.7567604,0.001277874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6062786,0.002619264,0.0001511969,0.09892015,0.02415057,0.001900891,0.00008767188,0.0003440734,0.2655476],"genre_scores_gemma":[0.8423928,0.001063297,0.001159982,0.004272802,0.00447332,0.0001553047,0.00005042302,0.0001033691,0.1463287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4476389,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968643647","doi":"10.4025/rtpe.v22i1.47427","title":"Apontamentos sobre educação de bebês e de crianças pequenas","year":2019,"lang":"pt","type":"article","venue":"Teoria e Prática da Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":3,"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; Philosophy; Political science","authors":[{"name":"Elizabeth Tunes","is_ca":true},{"name":"Zoia Prestes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06337078308923802,"gpt":0.4101862556649455,"spread":0.3468154725757074,"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":[0.004416156,0.0007042632,0.0007595102,0.0003232239,0.00132888,0.001013829,0.001564486,0.0008544879,0.04641479],"category_scores_gemma":[0.002178452,0.0007694266,0.0003796223,0.001012734,0.0005443498,0.001464113,0.0002257713,0.001487836,0.01120848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180794,"about_ca_system_score_gemma":0.01129597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073581,"about_ca_topic_score_gemma":0.0009178053,"domain_scores_codex":[0.9925236,0.002089539,0.0009106968,0.001199119,0.001017393,0.002259726],"domain_scores_gemma":[0.994096,0.002293864,0.000693464,0.001265164,0.0003719269,0.00127954],"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":[0.0004830914,0.003254845,0.06184316,0.000610321,0.000735732,0.00004551102,0.5031179,0.000029532,0.003561618,0.101937,0.3091214,0.01525996],"study_design_scores_gemma":[0.001028014,0.0003526667,0.005393122,0.0002952911,0.0006502594,0.00007605028,0.2207412,0.0001020533,0.0009869379,0.0123362,0.7567604,0.001277874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6062786,0.002619264,0.0001511969,0.09892015,0.02415057,0.001900891,0.00008767188,0.0003440734,0.2655476],"genre_scores_gemma":[0.8423928,0.001063297,0.001159982,0.004272802,0.00447332,0.0001553047,0.00005042302,0.0001033691,0.1463287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4476389,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097281460","doi":"10.4025/tpe.v22i3.47259","title":"Educação na lógica de mercado: reflexos nas “falas” dos profissionais das escolas","year":2019,"lang":"pt","type":"article","venue":"Teoria e Prática da Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Elita Betania Andrade Martins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06990047330402545,"gpt":0.4443801307840514,"spread":0.374479657480026,"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":[0.004534932,0.0009804942,0.001076625,0.0004514132,0.002020879,0.0009735376,0.002077082,0.001224359,0.05723467],"category_scores_gemma":[0.003253515,0.0009716837,0.0004711909,0.001840208,0.0008125924,0.00197727,0.0004042085,0.002125121,0.01760605],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008651739,"about_ca_system_score_gemma":0.01040993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719113,"about_ca_topic_score_gemma":0.0002709421,"domain_scores_codex":[0.9902236,0.002599501,0.001350475,0.001824828,0.001693875,0.002307727],"domain_scores_gemma":[0.9919425,0.003005176,0.001063936,0.001771049,0.0006444098,0.001572965],"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":[0.001237779,0.005973131,0.08295893,0.001077145,0.001029383,0.00004716376,0.3212333,0.00001414639,0.008039271,0.1486975,0.4108294,0.01886283],"study_design_scores_gemma":[0.001203725,0.000564271,0.009533104,0.0005561241,0.0006161542,0.00004815881,0.12583,0.00008495076,0.00188534,0.007006014,0.8510037,0.001668436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6799757,0.00282878,0.00004576891,0.08407585,0.03160901,0.003510464,0.0001150944,0.0004836461,0.1973557],"genre_scores_gemma":[0.8115155,0.0005949505,0.001143541,0.002587398,0.003710961,0.0002811636,0.00007585112,0.0001318647,0.1799588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4401743,"threshold_uncertainty_score":0.9992784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2373433687","doi":"10.0000/rtpe.v18i2.27434","title":"O jogo nas proposições davydovianas para o ensino da matemática","year":2015,"lang":"pt","type":"article","venue":"Teoria e Prática da Educação","topic":"Education Pedagogy and Practices","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":"Red Deer Polytechnic","funders":"","keywords":"Appropriation; Relation (database); Mathematics education; Focus (optics); Epistemology; Pedagogy; Psychology; Computer science; Philosophy","authors":[{"name":"Ademir Damázio","is_ca":false},{"name":"Francini Hoffmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2251991643906512,"gpt":0.4442672365114589,"spread":0.2190680721208077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00415184,0.0007551151,0.0008636936,0.0003105535,0.001514856,0.0014633,0.001397436,0.0007452355,0.01008181],"category_scores_gemma":[0.004488383,0.0007424635,0.0002508298,0.001372675,0.001435335,0.001838717,0.0002920199,0.001162631,0.01119961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004891534,"about_ca_system_score_gemma":0.007115014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406025,"about_ca_topic_score_gemma":0.0006463939,"domain_scores_codex":[0.992384,0.002137597,0.001140176,0.001262299,0.001399601,0.001676333],"domain_scores_gemma":[0.9935701,0.001539311,0.0007946168,0.00134818,0.000959906,0.001787814],"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":[0.0004420583,0.002082597,0.006297887,0.0002249864,0.0004537624,0.00003503137,0.2071091,0.000008370854,0.0002724721,0.1213332,0.6554755,0.006265001],"study_design_scores_gemma":[0.0007513245,0.0003460231,0.001018062,0.0001655068,0.0005342626,0.00003992759,0.120455,0.00005911282,0.0003680934,0.01204601,0.8632078,0.001008857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1816369,0.0101047,0.000252816,0.3828002,0.06661876,0.00360934,0.0002215144,0.0009862372,0.3537696],"genre_scores_gemma":[0.8783026,0.0008429376,0.002361358,0.002717943,0.008146669,0.0001284089,0.0001214832,0.0001296601,0.107249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6966657,"threshold_uncertainty_score":0.9997851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}