{"meta":{"query_hash":"894741b556d5","filters":{"venue":"Germinal Marxismo e Educação em Debate"},"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/894741b556d5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Germinal+Marxismo+e+Educa%C3%A7%C3%A3o+em+Debate"},"results":[{"id":"W2272875156","doi":"10.9771/gmed.v7i2.9682","title":"LAVAL, C. A Escola não é uma empresa: o neo-liberalismo em ataque ao ensino público. Londrina: Editora Planta, 2004. 324 p.","year":2015,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":9,"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":"Chemistry","score_opus":0.0564780799994489,"score_gpt":0.32194196451738694,"score_spread":0.265463884517938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272875156","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":[0.8233972,0.006532993,0.00003719177,0.023868553,0.12068899,0.0019514678,0.00046827862,0.00049140287,0.022563895],"genre_scores_gemma":[0.49931774,0.003540192,0.00047710273,0.004757978,0.044721626,0.00031383778,0.000314014,0.00034156803,0.44621596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99053323,0.0007585306,0.0015082611,0.0018528369,0.0024800403,0.0028670868],"domain_scores_gemma":[0.9936609,0.0003635129,0.0010099387,0.0013219211,0.0014112147,0.0022324992],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0020330541,0.0013586038,0.0015719555,0.0005736705,0.002249304,0.0015005544,0.0017368312,0.000999523,0.0017146084],"category_scores_gemma":[0.0005359979,0.0011758509,0.0006736912,0.0019058313,0.00090279157,0.0015527295,0.000978333,0.0013574716,0.0051029543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031756182,0.00094234146,0.002625453,0.00015434352,0.00034377957,0.00040693374,0.097666554,0.000029520039,0.000018972025,0.00048579945,0.88069403,0.01631474],"study_design_scores_gemma":[0.0015331566,0.00051491667,0.004120568,0.00034798778,0.00040276808,0.00019885584,0.16677347,0.00008379292,0.00007701712,0.0007287834,0.8235898,0.0016288924],"about_ca_topic_score_codex":0.017002238,"about_ca_topic_score_gemma":0.0043196375,"teacher_disagreement_score":0.42365205,"about_ca_system_score_codex":0.0011989119,"about_ca_system_score_gemma":0.0035634364,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W3128184667","doi":"10.9771/gmed.v12i3.31879","title":"Em defesa do realismo no ensino de geografia","year":2021,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Environmental Sustainability and Education","field":"Environmental Science","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":"Philosophy; Humanities","score_opus":0.00947185682213536,"score_gpt":0.2465122757223079,"score_spread":0.23704041890017255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128184667","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":[0.98410004,0.0014285012,0.00012178087,0.0042584846,0.003323278,0.0006101574,0.00008244943,0.00009899447,0.005976292],"genre_scores_gemma":[0.9512421,0.0008156871,0.0017365078,0.0033585806,0.0009290201,0.00010463485,0.0001986669,0.0001261814,0.041488625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99319154,0.0008540441,0.000975969,0.0018189669,0.0009987663,0.0021606858],"domain_scores_gemma":[0.9965693,0.00027108315,0.00037730596,0.0016049874,0.00010200372,0.0010753216],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012842976,0.0008696361,0.0006904481,0.0001331192,0.00092551025,0.0005703585,0.0007737039,0.0006054154,0.023112059],"category_scores_gemma":[0.0004900233,0.0009920635,0.000496379,0.0008904718,0.0005687042,0.00069767685,0.0009623064,0.000853005,0.0066926735],"study_design_candidate":"observational","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":[0.00060609245,0.0063923057,0.32288513,0.0012591532,0.00032566115,0.0030175785,0.04110608,0.0013398771,0.011183945,0.00041104722,0.11919954,0.4922736],"study_design_scores_gemma":[0.00097543356,0.0004488852,0.7528628,0.00031222546,0.0005032901,0.0013719414,0.03673725,0.00059754093,0.0052993232,0.004583435,0.19416313,0.0021447134],"about_ca_topic_score_codex":0.0015053038,"about_ca_topic_score_gemma":0.0005235772,"teacher_disagreement_score":0.4901289,"about_ca_system_score_codex":0.0027092285,"about_ca_system_score_gemma":0.0005362875,"threshold_uncertainty_score":0.999253},"labels":[],"label_agreement":null},{"id":"W4212805978","doi":"10.9771/gmed.v13i3.45687","title":"Filosofia de direita no Brasil durante o período entre ditaduras: o Instituto Brasileiro de Filosofia e o pensamento de Miguel Reale (1949-1964)","year":2021,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Brazilian cultural history and politics","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":"Canadian Historical Association","funders":"","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.03910577204259131,"score_gpt":0.3148961907832826,"score_spread":0.2757904187406913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212805978","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":[0.93473715,0.003773097,0.000051742045,0.008530167,0.007400391,0.0007161749,0.00082152284,0.0002691275,0.043700647],"genre_scores_gemma":[0.76600534,0.0014482576,0.0010676387,0.0049361642,0.0041804938,0.000095181786,0.00021303697,0.000152565,0.22190133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899602,0.0020818287,0.0013469707,0.0017058008,0.001233499,0.0036717101],"domain_scores_gemma":[0.9941497,0.00093847455,0.00065163476,0.0012514603,0.0007471257,0.0022616081],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014849873,0.001263603,0.0012860348,0.00024189764,0.0026781752,0.0008288432,0.0016153993,0.0011245941,0.0083040465],"category_scores_gemma":[0.0020046858,0.0013833952,0.00095753005,0.0011215465,0.0011535616,0.00092231145,0.00044274874,0.001587841,0.0025171668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010562439,0.0034421668,0.16870928,0.0028648223,0.0010479448,0.011596727,0.2336413,0.00009685981,0.013032456,0.012545489,0.53365356,0.018313136],"study_design_scores_gemma":[0.0023559688,0.0005116827,0.14153805,0.002174521,0.001403035,0.0022889057,0.048780948,0.0005469041,0.0025508958,0.003934866,0.7899761,0.00393808],"about_ca_topic_score_codex":0.006403076,"about_ca_topic_score_gemma":0.0076926528,"teacher_disagreement_score":0.25632256,"about_ca_system_score_codex":0.00328111,"about_ca_system_score_gemma":0.006105329,"threshold_uncertainty_score":0.9995291},"labels":[],"label_agreement":null},{"id":"W4295792096","doi":"10.9771/gmed.v14i1.48316","title":"A guerra civil nos EUA e as lutas pela independência da Polônia: Marx e a política da emancipação","year":2022,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Political Economy and Marxism","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":"York University","funders":"","keywords":"Political science; Humanities; Spanish Civil War; Philosophy; Law","score_opus":0.03654841222868871,"score_gpt":0.3183392866459984,"score_spread":0.2817908744173097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295792096","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":[0.63726014,0.0022516996,0.00009585964,0.052737445,0.01897222,0.0028276057,0.0012655427,0.00060704094,0.2839825],"genre_scores_gemma":[0.91247827,0.00015226804,0.000077939985,0.0106870225,0.0026781925,0.0007077103,0.00013293832,0.00020971685,0.07287593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857838,0.0022193023,0.0020962607,0.0026102269,0.0024093925,0.0048809894],"domain_scores_gemma":[0.9930276,0.0012054143,0.0009964484,0.0017778135,0.0003250222,0.0026676548],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0037463568,0.0015213924,0.0018869112,0.00084118254,0.0049851513,0.0011483436,0.0031195509,0.00085017976,0.073242866],"category_scores_gemma":[0.0010937025,0.0017907313,0.0011529222,0.0019478179,0.0011576642,0.0011109575,0.0027727226,0.0034167878,0.005129855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022915858,0.007195116,0.004481904,0.0009242148,0.0017073464,0.008115344,0.14039187,0.00013801552,0.0002410815,0.5412852,0.14039142,0.15283689],"study_design_scores_gemma":[0.0030118092,0.0019646597,0.0065923356,0.00025995026,0.0012094167,0.0016125841,0.0844652,0.0009295974,0.00007824307,0.09087628,0.80470407,0.0042958735],"about_ca_topic_score_codex":0.013998752,"about_ca_topic_score_gemma":0.0040824246,"teacher_disagreement_score":0.6643126,"about_ca_system_score_codex":0.0020959082,"about_ca_system_score_gemma":0.0050102356,"threshold_uncertainty_score":0.99988854},"labels":[],"label_agreement":null},{"id":"W4386917103","doi":"10.9771/gmed.v15i2.56264","title":"Revolução na América Latina nos anos 1980: estratégia e táticas","year":2023,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Brazilian cultural history and politics","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":"Humanities; Art; Political science","score_opus":0.05598004378927954,"score_gpt":0.3314604022902437,"score_spread":0.2754803585009642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386917103","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":[0.8193125,0.0008571338,0.000022678407,0.020738127,0.021488093,0.0017344968,0.00044944807,0.001230333,0.1341672],"genre_scores_gemma":[0.7402454,0.0010224837,0.00014066105,0.0013632127,0.0030212346,0.00007894039,0.00010851201,0.0001077039,0.25391185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99269253,0.0009865435,0.0011892673,0.0013215535,0.0012412866,0.0025688414],"domain_scores_gemma":[0.99599755,0.00078313996,0.0005535444,0.00096665224,0.0003938013,0.0013053117],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013013756,0.0009041873,0.00096971396,0.00037797773,0.0024319068,0.00040525044,0.0013093142,0.0008329415,0.0016172804],"category_scores_gemma":[0.0007690457,0.00091547944,0.00062632497,0.0028626672,0.0010034484,0.0007164177,0.00030881984,0.0012520986,0.015671903],"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":[0.00026681682,0.00082236156,0.003825669,0.0009815209,0.0003117247,0.0022746269,0.13847545,0.00003099837,0.00040990888,0.025047213,0.6482244,0.17932928],"study_design_scores_gemma":[0.0008375451,0.00063247216,0.048263583,0.00064265967,0.00054988934,0.00019962003,0.036424257,0.00063224864,0.00015638022,0.004171652,0.90506303,0.0024266439],"about_ca_topic_score_codex":0.0015602573,"about_ca_topic_score_gemma":0.0009996073,"teacher_disagreement_score":0.25683862,"about_ca_system_score_codex":0.00059718324,"about_ca_system_score_gemma":0.0012789943,"threshold_uncertainty_score":0.99932957},"labels":[],"label_agreement":null},{"id":"W4399457265","doi":"10.9771/gmed.v16i1.54916","title":"Miguel Reale como \"jurista orgânico\" da ditadura civil-militar e a construção da autocracia no Brasil (1964-1968)","year":2024,"lang":"pt","type":"article","venue":"Germinal Marxismo e Educação em Debate","topic":"Brazilian cultural history and politics","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":"Canadian Historical Association","funders":"","keywords":"Humanities; Philosophy","score_opus":0.040310197662136865,"score_gpt":0.32504087792638353,"score_spread":0.28473068026424664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399457265","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":[0.7864539,0.023303224,0.000052475807,0.019695224,0.05599883,0.0024520115,0.002831822,0.0012908813,0.10792164],"genre_scores_gemma":[0.73170906,0.0007215692,0.00021142552,0.0017332797,0.004824893,0.00011652183,0.00020606372,0.00018201394,0.26029515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901727,0.0013601097,0.0017723595,0.0021665406,0.0015674881,0.0029608035],"domain_scores_gemma":[0.99447095,0.001271741,0.0004835436,0.001426268,0.0006455246,0.0017019833],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017299257,0.0014445307,0.0014577383,0.00043699404,0.002607867,0.001532233,0.0018556432,0.0011264113,0.008529404],"category_scores_gemma":[0.0007067476,0.0014323463,0.0010136762,0.0018460618,0.002662117,0.0010959985,0.0004558587,0.0021950128,0.011239489],"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":[0.0003960519,0.0009372584,0.00253846,0.0031505213,0.00067655306,0.002618689,0.1031268,0.000008570212,0.00045017246,0.040403705,0.80656177,0.039131463],"study_design_scores_gemma":[0.0006329729,0.00050103175,0.0031753932,0.0015719208,0.0006918456,0.0003838951,0.017350435,0.0005338054,0.00005087645,0.004877181,0.9681121,0.002118511],"about_ca_topic_score_codex":0.004167048,"about_ca_topic_score_gemma":0.0044353497,"teacher_disagreement_score":0.16155037,"about_ca_system_score_codex":0.0015349453,"about_ca_system_score_gemma":0.0032331955,"threshold_uncertainty_score":0.9998304},"labels":[],"label_agreement":null}]}