{"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":"99ef3b1988c7","filters":{"venue":"ETD - Educação Temática 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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Cláudia Schiedeck Soares de Souza","is_ca":false},{"name":"María Julieta Abba","is_ca":false},{"name":"Danilo R. Streck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07734723281179781,"gpt":0.2890261985386655,"spread":0.2116789657268676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01635715,0.0005605489,0.0005977355,0.002358689,0.01125637,0.01822582,0.001902379,0.00411096,0.005454655],"category_scores_gemma":[0.01561693,0.0003229472,0.0006551532,0.00298047,0.08981335,0.01670051,0.01752482,0.006932149,0.0005893391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118859,"about_ca_system_score_gemma":0.01072963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174712,"about_ca_topic_score_gemma":0.004082897,"domain_scores_codex":[0.978291,0.01441311,0.0004308735,0.001730693,0.002887815,0.00224649],"domain_scores_gemma":[0.9894708,0.005353654,0.0009647133,0.001524428,0.001060511,0.001625809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001358076,0.00004729837,0.0007720271,0.0000702877,0.000008030434,0.0002290261,0.1764582,0.0001741452,0.0002223935,0.8085169,0.00274039,0.01074785],"study_design_scores_gemma":[0.00002001372,0.00006464033,0.001592271,0.0002738424,0.000009400247,0.0002633308,0.2342538,0.0003316618,0.0003063692,0.3745222,0.3883208,0.0000415618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1360239,0.006118775,0.02249109,0.0868879,0.001387111,0.0003920799,0.00008094128,0.0001799314,0.7464381],"genre_scores_gemma":[0.9778336,0.001262188,0.002532028,0.002264873,0.0001649478,0.0001743163,0.0000311396,0.0000633746,0.01567349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01822582,"threshold_uncertainty_score":0.08650595,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Carolina de Roig Catini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1101680542068773,"gpt":0.3651160863849606,"spread":0.2549480321780834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01654575,0.0009228996,0.0007354681,0.00220443,0.008190718,0.01086453,0.002626475,0.009560406,0.008125777],"category_scores_gemma":[0.0278996,0.0005041115,0.0009650798,0.00281799,0.04501214,0.008599028,0.008072588,0.02060226,0.002403661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01633677,"about_ca_system_score_gemma":0.01218638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02437132,"about_ca_topic_score_gemma":0.03340663,"domain_scores_codex":[0.9809824,0.009485033,0.0004953992,0.002250026,0.005603938,0.001183147],"domain_scores_gemma":[0.9793195,0.01298648,0.001265178,0.001740025,0.003968811,0.000719968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001532666,0.0000197239,0.0003850998,0.0001075255,0.0000112671,0.00005509391,0.004532179,0.0001330294,0.000038199,0.9401333,0.04035826,0.014211],"study_design_scores_gemma":[0.00002695817,0.00002998607,0.000835695,0.0005568331,0.00001437465,0.0001432361,0.002650471,0.0003227599,0.000353813,0.1979597,0.7970772,0.00002890425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01011103,0.0221875,0.01074871,0.6794866,0.003850099,0.00005971315,0.0001249478,0.0002448163,0.2731866],"genre_scores_gemma":[0.4409029,0.01384121,0.007986049,0.3864148,0.004650972,0.0003374867,0.000088291,0.0004410062,0.1453373],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02437132,"threshold_uncertainty_score":0.1185321,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","authors":[{"name":"Adelson Francisco Ferreira","is_ca":false},{"name":"Suzana dos Santos Gomes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08794710885964911,"gpt":0.405073882445954,"spread":0.3171267735863049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01167739,0.0004359694,0.0004960414,0.002155846,0.006641056,0.01338361,0.00209307,0.002504793,0.02066142],"category_scores_gemma":[0.02874137,0.0003881188,0.0004680482,0.004494877,0.007160944,0.006172328,0.007095733,0.002846812,0.00289584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034828,"about_ca_system_score_gemma":0.01944733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385734,"about_ca_topic_score_gemma":0.03209104,"domain_scores_codex":[0.981342,0.009853899,0.0004720851,0.002238304,0.004280896,0.001812864],"domain_scores_gemma":[0.9780557,0.008413068,0.003308623,0.001436411,0.004979927,0.003806237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002003832,0.0002340328,0.04891242,0.001302212,0.00005368452,0.0003261286,0.07056718,0.0008524365,0.002359758,0.686377,0.03404199,0.1547728],"study_design_scores_gemma":[0.00006210824,0.0003249247,0.04268638,0.001099578,0.00006614327,0.000413899,0.05221044,0.001070462,0.001348172,0.05212447,0.8485211,0.00007239341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3104479,0.01195625,0.02431122,0.07872009,0.001958786,0.0003115729,0.0004632304,0.0002011965,0.5716297],"genre_scores_gemma":[0.9211273,0.003360063,0.005758786,0.005331665,0.0004988571,0.0002343477,0.0001513657,0.0001328635,0.0634047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02066142,"threshold_uncertainty_score":0.07508236,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; State (computer science); Quarter (Canadian coin); Sociology; Mathematics education; Pedagogy; Political science; Psychology; Geography; Computer science","authors":[{"name":"Cristiana Poltronieri Ziehlsdorff","is_ca":false},{"name":"Cássia Ferri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03167794553012659,"gpt":0.4186814998727773,"spread":0.3870035543426507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01555057,0.0002865359,0.0003243415,0.001534353,0.004065604,0.007319642,0.002182019,0.001276469,0.01653789],"category_scores_gemma":[0.02944382,0.0004400726,0.00042152,0.001299863,0.003403557,0.006290999,0.00888731,0.002311792,0.001779553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001693,"about_ca_system_score_gemma":0.01813472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00773118,"about_ca_topic_score_gemma":0.01560191,"domain_scores_codex":[0.990445,0.004146527,0.000502139,0.001271666,0.002651269,0.0009834032],"domain_scores_gemma":[0.9824646,0.005100797,0.00173138,0.004460348,0.003407823,0.002835052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003954682,0.001219204,0.02464656,0.001962398,0.00007642138,0.001441076,0.1677045,0.001548202,0.006328747,0.2289705,0.0365306,0.5291764],"study_design_scores_gemma":[0.00005637407,0.000482388,0.01910578,0.000993037,0.00003200405,0.0002377952,0.0422107,0.001446577,0.002290977,0.01118689,0.9219159,0.00004164048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.382663,0.002608136,0.04176468,0.03228476,0.00192399,0.002138845,0.0007703915,0.002892245,0.532954],"genre_scores_gemma":[0.9267561,0.001147863,0.02119649,0.001242285,0.0002836638,0.000577672,0.0003020698,0.0002813071,0.04821244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01653789,"threshold_uncertainty_score":0.08224022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}