{"meta":{"query_hash":"bb9939bafc04","filters":{"venue":"Debates em educação"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bb9939bafc04","api":"https://metacan.xera.ac/api/v1/cohort?venue=Debates+em+educa%C3%A7%C3%A3o"},"results":[{"id":"W2990384335","doi":"10.28998/2175-6600.2019v11n24p166-174","title":"Entrevista com Hércules Tolêdo Corrêa","year":2019,"lang":"pt","type":"article","venue":"Debates em educação","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.04001096983516931,"score_gpt":0.29829865517184023,"score_spread":0.2582876853366709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990384335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.728261,0.010156254,0.000020655738,0.024535308,0.036606442,0.0018029058,0.0007033655,0.00023732151,0.19767673],"genre_scores_gemma":[0.53580487,0.00019667787,0.0000051919,0.0006169618,0.0018698553,0.000019448224,0.00018304703,0.00005221091,0.46125174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729145,0.0001224313,0.00056153093,0.00060734147,0.00053747033,0.00087977725],"domain_scores_gemma":[0.99762297,0.00039649752,0.0001931769,0.0007864017,0.0006397724,0.0003612045],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035018066,0.00041131477,0.00050161907,0.00023734066,0.0005753706,0.0017125423,0.0005956071,0.00013715126,0.06976378],"category_scores_gemma":[0.00025681558,0.00037276387,0.00023469984,0.00012931462,0.00019565763,0.00013372216,0.00018963407,0.00045922687,0.017655497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004536514,0.000782935,0.009107241,0.0005678953,0.00019965308,0.000014715023,0.064769395,0.000011044182,0.000026857575,0.145488,0.77691126,0.0020756407],"study_design_scores_gemma":[0.00039046412,0.00017214169,0.0010977695,0.00022479628,0.00007125697,0.0000060210396,0.041370124,0.0010579338,0.000073902665,0.00087136286,0.9541495,0.00051477],"about_ca_topic_score_codex":0.00075480813,"about_ca_topic_score_gemma":0.0001855069,"teacher_disagreement_score":0.263575,"about_ca_system_score_codex":0.00013031349,"about_ca_system_score_gemma":0.0004921257,"threshold_uncertainty_score":0.99987245},"labels":[],"label_agreement":null},{"id":"W3176996797","doi":"10.28998/2175-6600.2021v13n31p231-255","title":"Aspectos do pensamento computacional de estudantes do Ensino Fundamental","year":2021,"lang":"pt","type":"article","venue":"Debates em educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Humanities; Physics; Psychology; Computer science; Philosophy","score_opus":0.05749646513060671,"score_gpt":0.35837703778787267,"score_spread":0.300880572657266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176996797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520285,0.0066474257,0.000044081266,0.016533373,0.0033328547,0.00030290041,0.00006975665,0.00036483398,0.020676274],"genre_scores_gemma":[0.9781694,0.0006124588,0.000563305,0.0014461179,0.0005328311,0.000026409925,0.000066951536,0.000037619924,0.01854492],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9968587,0.00023214339,0.00047881852,0.0007681285,0.0006958349,0.0009663703],"domain_scores_gemma":[0.9981284,0.00048992917,0.0002032131,0.0004649478,0.000334108,0.0003794143],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038627887,0.00040028399,0.00043332408,0.0001768882,0.0008053195,0.0015192545,0.0005815913,0.00029694405,0.003888052],"category_scores_gemma":[0.00072586356,0.000421802,0.00026863476,0.0010840787,0.0005185646,0.00038940084,0.00036374657,0.00040454755,0.0010429121],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007403276,0.0060833227,0.26566482,0.00021568847,0.00064929697,0.00037808783,0.25916052,0.00004540577,0.0019697195,0.14071964,0.25896335,0.06607612],"study_design_scores_gemma":[0.00061619363,0.00018684962,0.032160804,0.00029858583,0.00009638312,0.00014427616,0.84193486,0.000074959906,0.004851987,0.01760778,0.101059884,0.0009674249],"about_ca_topic_score_codex":0.00020112593,"about_ca_topic_score_gemma":0.00053767854,"teacher_disagreement_score":0.58277434,"about_ca_system_score_codex":0.00057492877,"about_ca_system_score_gemma":0.0016653386,"threshold_uncertainty_score":0.9998234},"labels":[],"label_agreement":null},{"id":"W4319229827","doi":"10.28998/2175-6600.2023v15n37p1-16.e14138","title":"Estágio de docência no POSEDUC/UERN","year":2023,"lang":"pt","type":"article","venue":"Debates em educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Physics","score_opus":0.09263947126055515,"score_gpt":0.43020761399733426,"score_spread":0.3375681427367791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319229827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605662,0.0016559176,0.000010903304,0.04472969,0.01566796,0.0004364507,0.000048410588,0.0005158424,0.07636862],"genre_scores_gemma":[0.6941593,0.0018288781,0.00009273804,0.0023703245,0.003135883,0.000061992156,0.000081639235,0.00005647235,0.29821277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614435,0.0008395543,0.0004819695,0.0006499101,0.000598691,0.0012854983],"domain_scores_gemma":[0.996452,0.0017604751,0.00033814317,0.0005238341,0.0003368116,0.0005887338],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023761468,0.00035976642,0.00035182468,0.00029121476,0.0014684027,0.00051876676,0.0008350355,0.00044211256,0.014456077],"category_scores_gemma":[0.0024316022,0.00038549866,0.00021483212,0.0017787218,0.00027379286,0.00080285635,0.00012671645,0.00061992125,0.04080211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053583408,0.0004383353,0.030735128,0.00010130408,0.0001515344,0.00003723264,0.3037114,0.000025152105,0.00017440434,0.0024111145,0.6508418,0.011319027],"study_design_scores_gemma":[0.00024617318,0.00011270204,0.031873472,0.00010034759,0.00015123053,0.000014162061,0.20468888,0.00017675306,0.00025634823,0.0031485427,0.7586025,0.0006289253],"about_ca_topic_score_codex":0.0030597728,"about_ca_topic_score_gemma":0.0030046855,"teacher_disagreement_score":0.22184415,"about_ca_system_score_codex":0.000238039,"about_ca_system_score_gemma":0.0029025322,"threshold_uncertainty_score":0.9998597},"labels":[],"label_agreement":null},{"id":"W4392972353","doi":"10.28998/2175-6600.2021v13n33p377-390","title":"Afinal, o que querem os bebês?","year":2021,"lang":"pt","type":"article","venue":"Debates em educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Philosophy; Epistemology; Humanities","score_opus":0.10489113914123013,"score_gpt":0.4212588880601603,"score_spread":0.31636774891893016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392972353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63858825,0.027454428,0.000082619204,0.14650607,0.021428088,0.0005024078,0.000075002514,0.00023893343,0.16512418],"genre_scores_gemma":[0.7554477,0.0023837748,0.00021966732,0.003952598,0.0021298118,0.000041603646,0.00007878027,0.000041459334,0.23570463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960631,0.001260247,0.00052856654,0.0007500021,0.00057360285,0.00082444085],"domain_scores_gemma":[0.9966181,0.0013637606,0.0003716146,0.00061959407,0.0005613762,0.00046557593],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011678077,0.00035035075,0.00040691675,0.0001213187,0.0013561341,0.0006650688,0.00055563357,0.0004430086,0.04387734],"category_scores_gemma":[0.0019027559,0.0003849193,0.00023474984,0.0010672287,0.0002600572,0.0009358729,0.00012042498,0.00068622926,0.004430842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006428588,0.0018899412,0.018966844,0.00020634687,0.00036697192,0.00014009979,0.37002522,0.000015558104,0.00035176188,0.022365518,0.5644498,0.021157682],"study_design_scores_gemma":[0.00020215975,0.000053909447,0.005886816,0.0001091367,0.00016063504,0.000035212463,0.2697773,0.000016176506,0.0015176565,0.0021951075,0.71955997,0.00048593656],"about_ca_topic_score_codex":0.0027999221,"about_ca_topic_score_gemma":0.015681619,"teacher_disagreement_score":0.15511017,"about_ca_system_score_codex":0.00016789684,"about_ca_system_score_gemma":0.004542609,"threshold_uncertainty_score":0.999944},"labels":[],"label_agreement":null},{"id":"W4405698972","doi":"10.28998/2175-6600.2024v16n38pe17874","title":"Responsabilidade educacional na Câmara dos Deputados e no Senado Federal","year":2024,"lang":"pt","type":"article","venue":"Debates em educação","topic":"Social and Political Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.038633565927261616,"score_gpt":0.3665938395891675,"score_spread":0.3279602736619059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405698972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8643021,0.011009218,0.000031112904,0.054211963,0.029711273,0.0010030319,0.00030970413,0.00082326384,0.038598318],"genre_scores_gemma":[0.8224089,0.00020681878,0.0000780033,0.0018641484,0.007853661,0.00007365054,0.000051536776,0.00008790885,0.16737537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944628,0.000898287,0.000707431,0.0010558561,0.0010889672,0.0017866769],"domain_scores_gemma":[0.99589443,0.0022925893,0.00008919047,0.00039647415,0.0002936393,0.001033679],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009843693,0.0006268501,0.0006457709,0.00023634605,0.0014447381,0.0018094692,0.00070864445,0.0006690187,0.011239956],"category_scores_gemma":[0.0013446966,0.0005861164,0.0006027533,0.0011510996,0.0007733831,0.00052776944,0.0002002076,0.00092639547,0.014234526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037729423,0.0014983362,0.005123253,0.00094303134,0.0008072724,0.00036997005,0.3926625,0.000008558018,0.0006567594,0.1181817,0.42530382,0.054067515],"study_design_scores_gemma":[0.00039010667,0.00036239284,0.003838439,0.0008184791,0.0002511986,0.00004043296,0.09834674,0.0007779212,0.00059837085,0.020106858,0.8728112,0.0016578637],"about_ca_topic_score_codex":0.0034543963,"about_ca_topic_score_gemma":0.0006626027,"teacher_disagreement_score":0.44750738,"about_ca_system_score_codex":0.0005445422,"about_ca_system_score_gemma":0.0022154755,"threshold_uncertainty_score":0.9998552},"labels":[],"label_agreement":null},{"id":"W4415440956","doi":"10.28998/2175-6600.2025v17n39pe18165","title":"Reflexões sociológicas sobre os usos e abusos da inteligência emocional na educação","year":2025,"lang":"","type":"article","venue":"Debates em educação","topic":"Social Skills and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Context (archaeology); Politics; Qualitative research; Interpretation (philosophy)","score_opus":0.031485992998302986,"score_gpt":0.3759409420941961,"score_spread":0.34445494909589314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415440956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81298727,0.008541713,0.00017624817,0.044043116,0.03841302,0.0021320533,0.00015412318,0.00046858197,0.09308389],"genre_scores_gemma":[0.9389554,0.0033645472,0.00041139786,0.0052151675,0.0056477217,0.00031730643,0.00017375799,0.00010859789,0.045806095],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99180937,0.0010137017,0.0016024339,0.0018081747,0.0014347485,0.0023315626],"domain_scores_gemma":[0.994738,0.00157609,0.0007198193,0.0009476742,0.0011266428,0.0008917697],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019605386,0.0011008978,0.0012407299,0.0005879837,0.004435793,0.0013823594,0.0018187806,0.0013931392,0.007847422],"category_scores_gemma":[0.0021468485,0.0011730494,0.0009419535,0.0029108138,0.0015293442,0.00091344916,0.0004256367,0.0014003314,0.0019188242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019242855,0.002823282,0.010577208,0.00035772676,0.00086800137,0.000015350332,0.3542524,0.000019678737,0.00046905942,0.04918166,0.29612035,0.28512287],"study_design_scores_gemma":[0.0014126184,0.0003114967,0.02260928,0.0013923399,0.0008430311,0.000013713474,0.5528134,0.00020929481,0.0012867264,0.103486404,0.3128557,0.002766016],"about_ca_topic_score_codex":0.005268151,"about_ca_topic_score_gemma":0.0017396443,"teacher_disagreement_score":0.28235686,"about_ca_system_score_codex":0.0020528096,"about_ca_system_score_gemma":0.008090402,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null}]}