{"meta":{"query_hash":"99ef3b1988c7","filters":{"venue":"ETD - Educação Temática Digital"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/99ef3b1988c7","api":"https://metacan.xera.ac/api/v1/cohort?venue=ETD+-+Educa%C3%A7%C3%A3o+Tem%C3%A1tica+Digital"},"results":[{"id":"W3081846900","doi":"10.20396/etd.v22i3.8659365","title":"Internationalization as a process of change","year":2020,"lang":"en","type":"article","venue":"ETD - Educação Temática Digital","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":8,"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":"Internationalization; Knight; Futures contract; Higher education; Internationalization of Higher Education; Sociology; Political science; Diversity (politics); Process (computing); Public relations; Business; Computer science; Law","score_opus":0.07734723281179781,"score_gpt":0.28902619853866546,"score_spread":0.21167896572686765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081846900","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":[0.7814189,0.00017174528,0.00005104849,0.0022781745,0.00027398838,0.000116109295,0.000036237885,0.00011024827,0.21554355],"genre_scores_gemma":[0.9951817,0.0000011497215,0.000009580848,0.0012413572,0.0010220285,0.000013767425,0.00008066849,0.000017822535,0.0024319692],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999392,0.000012821206,0.00016362128,0.00014922493,0.00016700977,0.0001153479],"domain_scores_gemma":[0.9996472,0.000046645102,0.00008381364,0.000070978174,0.000082622435,0.00006876285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004023961,0.000088896166,0.00011358045,0.00005050167,0.0000691062,0.00021263042,0.000128689,0.0000214237,0.0040444117],"category_scores_gemma":[0.0003056212,0.0000789999,0.00005117825,0.000038811573,0.000070307244,0.0004952514,0.000025258507,0.000106920845,0.00020209013],"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":[0.000039254555,0.00024004735,0.002349473,0.0002271493,0.0000931746,0.00001183272,0.7461012,0.00000776559,0.000034361616,0.19964309,0.0028742903,0.04837836],"study_design_scores_gemma":[0.0012759479,0.00086047855,0.0008616314,0.00044690573,0.00008575721,0.000030379815,0.2524762,0.001815768,0.00090489676,0.00493066,0.73535913,0.0009522385],"about_ca_topic_score_codex":0.000056527733,"about_ca_topic_score_gemma":0.000009415365,"teacher_disagreement_score":0.7324848,"about_ca_system_score_codex":0.000009419281,"about_ca_system_score_gemma":0.000034447254,"threshold_uncertainty_score":0.99686605},"labels":[],"label_agreement":null},{"id":"W3098208150","doi":"10.20396/etd.v22i4.8658365","title":"Para a crítica da educação neoliberal","year":2020,"lang":"pt","type":"article","venue":"ETD - Educação Temática Digital","topic":"Social and Political Issues","field":"Social Sciences","cited_by":5,"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; Political science; Philosophy","score_opus":0.11016805420687728,"score_gpt":0.3651160863849606,"score_spread":0.2549480321780834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098208150","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33024332,0.0021763865,0.000088030974,0.2513956,0.005882818,0.0012900572,0.0007466939,0.0008003204,0.40737677],"genre_scores_gemma":[0.93322587,0.00008925975,0.00010061523,0.00836517,0.009150811,0.00004857619,0.00007638671,0.000112194844,0.048831116],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936379,0.00042794112,0.0009979494,0.0012348545,0.0013422284,0.0023591362],"domain_scores_gemma":[0.99459875,0.0012842732,0.0002365273,0.0005344695,0.00027302944,0.003072962],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035434775,0.00080916367,0.0010634072,0.00010192052,0.00111398,0.002455922,0.0012702168,0.00060609763,0.005573588],"category_scores_gemma":[0.0032441102,0.00080865505,0.00070521265,0.0013298348,0.001839425,0.0013987239,0.00044000646,0.0011692957,0.011220246],"study_design_candidate":"not_applicable","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":[0.0002457205,0.0023461867,0.004289519,0.0003699229,0.000610232,0.00021766366,0.4195738,0.0000026716298,0.00007247183,0.20069207,0.3470754,0.024504298],"study_design_scores_gemma":[0.00093063485,0.00077051815,0.0017997359,0.00023387583,0.00032890154,0.000014237037,0.11635151,0.0001593492,0.00012610637,0.023764921,0.8535115,0.0020087215],"about_ca_topic_score_codex":0.00073534827,"about_ca_topic_score_gemma":0.000049466584,"teacher_disagreement_score":0.6029826,"about_ca_system_score_codex":0.0002450443,"about_ca_system_score_gemma":0.0016630875,"threshold_uncertainty_score":0.99943644},"labels":[],"label_agreement":null},{"id":"W4389195621","doi":"10.20396/etd.v25i00.8671337","title":"A noção de competência como instrumento desarticulador da formação política e científica dos professores","year":2023,"lang":"pt","type":"article","venue":"ETD - Educação Temática Digital","topic":"Education Pedagogy and Practices","field":"Social Sciences","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; Sociology","score_opus":0.08794710885964911,"score_gpt":0.40507388244595405,"score_spread":0.3171267735863049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389195621","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":[0.8472882,0.000399327,0.00006534213,0.07983148,0.005546481,0.0013520714,0.0003684154,0.0006592793,0.06448943],"genre_scores_gemma":[0.9571829,0.0001897375,0.0001210564,0.0011929406,0.0010588679,0.00019117426,0.00024608613,0.000085135434,0.039732147],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935886,0.0006539355,0.00106819,0.0009932969,0.0013788628,0.002317105],"domain_scores_gemma":[0.99509865,0.0019085389,0.0005732209,0.000853731,0.0003563354,0.0012095296],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019255591,0.0006544511,0.000659911,0.00049457833,0.0022056922,0.002432344,0.0012877374,0.0005189373,0.0036055],"category_scores_gemma":[0.0027450144,0.00066562224,0.0003807389,0.002632352,0.0010499166,0.003311019,0.00046059073,0.0009488896,0.008264014],"study_design_candidate":"not_applicable","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":[0.0004577389,0.0053114006,0.09088904,0.00074480305,0.00091232645,0.00016214667,0.4582169,0.000031271386,0.00027445535,0.07146388,0.3374371,0.034098946],"study_design_scores_gemma":[0.0012979304,0.0004635864,0.027963197,0.00047623963,0.00036584126,0.00006179712,0.33940142,0.00082113483,0.0003287738,0.005164956,0.6221133,0.0015418438],"about_ca_topic_score_codex":0.00023530534,"about_ca_topic_score_gemma":0.00050582684,"teacher_disagreement_score":0.28467616,"about_ca_system_score_codex":0.0004944152,"about_ca_system_score_gemma":0.0035126866,"threshold_uncertainty_score":0.9995795},"labels":[],"label_agreement":null},{"id":"W4411540022","doi":"10.20396/etd.v27i00.8672019","title":"Implementação do novo Ensino Médio","year":2025,"lang":"en","type":"article","venue":"ETD - Educação Temática Digital","topic":"Education Pedagogy and Practices","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":"Curriculum; State (computer science); Quarter (Canadian coin); Sociology; Mathematics education; Pedagogy; Political science; Psychology; Geography; Computer science","score_opus":0.031677945530126594,"score_gpt":0.4186814998727773,"score_spread":0.3870035543426507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411540022","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17418386,0.00042027555,0.000075827724,0.02636026,0.0026613818,0.00027082232,0.000035219462,0.0001436806,0.79584867],"genre_scores_gemma":[0.9501047,0.00006383296,0.00020588492,0.0014516884,0.00054916553,0.000026805852,0.000029536362,0.000011937149,0.047556456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982849,0.00014329409,0.00032295275,0.00036849844,0.00035493594,0.0005254332],"domain_scores_gemma":[0.99828696,0.0008874825,0.00011224763,0.00034411481,0.00016280466,0.00020638568],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00063919567,0.00016664522,0.00018374123,0.00016526035,0.00081082335,0.0008915776,0.00040241927,0.0001292873,0.0052985074],"category_scores_gemma":[0.0012993976,0.0001704534,0.00010554819,0.00056436786,0.00035052127,0.0013166309,0.00008815094,0.00024490274,0.00081241986],"study_design_candidate":"not_applicable","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":[0.000055987188,0.0008222994,0.07779723,0.000040321087,0.00018476778,0.000011260481,0.03292425,7.7684393e-7,0.000048784823,0.47645184,0.32582626,0.08583622],"study_design_scores_gemma":[0.00019555015,0.00002456767,0.004233248,0.000030512521,0.000033750744,0.0000034398504,0.039253995,5.5372817e-7,0.00009686516,0.0074736555,0.94845444,0.00019944776],"about_ca_topic_score_codex":0.0002268841,"about_ca_topic_score_gemma":0.00026093645,"teacher_disagreement_score":0.7759208,"about_ca_system_score_codex":0.00014372001,"about_ca_system_score_gemma":0.0017298814,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null}]}