{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"a2e66d1af18f","filters":{"venue":"Revista Educación Política y Sociedad"}},"results":[{"id":"W4400250027","doi":"10.15366/reps2024.9.2.007","title":"Généalogie des lieux et corésistances autochtones : transmissions des savoirs territoriaux en contextes d’extractivisme de masse","year":2024,"lang":"fr","type":"article","venue":"Revista Educación Política y Sociedad","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Marie-Ève Drouin-Gagné","is_ca":true},{"name":"Benoit Éthier","is_ca":true},{"name":"Rolando Iván Magaña Canul","is_ca":false},{"name":"Adam Archambault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06199844664700929,"gpt":0.4026909908536589,"spread":0.3406925442066496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154209,0.0003365908,0.0003540794,0.001531411,0.009746104,0.00458874,0.0008191183,0.0006576988,0.007876595],"category_scores_gemma":[0.003529322,0.0002014787,0.0001539732,0.001786862,0.0150637,0.002282878,0.004245661,0.001741255,0.0003061803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242923,"about_ca_system_score_gemma":0.01220289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2598892,"about_ca_topic_score_gemma":0.4626723,"domain_scores_codex":[0.9983637,0.0006650008,0.00003382241,0.0002392762,0.0002859845,0.0004122275],"domain_scores_gemma":[0.9977089,0.001112745,0.0003127317,0.0001689093,0.0003599238,0.0003368414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003925305,0.00002212332,0.01917909,0.0001200947,0.00001239681,0.0009067786,0.8095789,0.0001788606,0.001028185,0.1394126,0.00104797,0.02847372],"study_design_scores_gemma":[0.00001166058,0.00006959596,0.05246275,0.0003956255,0.00003401784,0.0006050793,0.7171465,0.0004266039,0.00091649,0.02137135,0.2065175,0.00004267681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8413837,0.001476616,0.004972204,0.004688412,0.00008957403,0.00007194251,0.00009282046,0.00003317481,0.1471917],"genre_scores_gemma":[0.9819341,0.0004762288,0.0007601895,0.000125103,0.000008235324,0.00002260299,0.00002401303,0.00001849308,0.0166311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2598892,"threshold_uncertainty_score":0.516753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400249471","doi":"10.15366/reps2024.9.2.001","title":"Marcher vers l’humilité culturelle pédagogique à travers un cours sur les perspectives autochtones en éducation au Québec, Canada","year":2024,"lang":"fr","type":"article","venue":"Revista Educación Política y Sociedad","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art","authors":[{"name":"Patricia-Anne Blanchet","is_ca":true},{"name":"Constance Lavoie","is_ca":true},{"name":"Alexis Legault","is_ca":true},{"name":"Kara Edward","is_ca":true},{"name":"Jessie Lepage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02175307427530802,"gpt":0.3140217772461896,"spread":0.2922687029708815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003079232,0.0003840042,0.0003373459,0.001264638,0.02045098,0.008486499,0.0008745352,0.001463854,0.007733119],"category_scores_gemma":[0.003073432,0.0002220369,0.0002247363,0.001959659,0.01522258,0.001836367,0.002137573,0.002947803,0.0004314715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1273643,"about_ca_system_score_gemma":0.1614515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933643,"about_ca_topic_score_gemma":0.9963067,"domain_scores_codex":[0.997021,0.001159593,0.00004752374,0.0002389146,0.0006954717,0.0008374786],"domain_scores_gemma":[0.99599,0.001157793,0.0001672877,0.0001228929,0.001671275,0.0008908259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007859818,0.00006029296,0.01990822,0.0003164577,0.00002624396,0.001146602,0.6176,0.0007628098,0.00178491,0.230443,0.05130192,0.0765709],"study_design_scores_gemma":[0.00001130439,0.00002855397,0.0361439,0.0007971204,0.00002578576,0.000137312,0.4431798,0.0004653513,0.000714418,0.006291737,0.5121265,0.00007819607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4882208,0.0221226,0.003230196,0.1479176,0.0006915674,0.00009088826,0.0004080246,0.00008398714,0.3372344],"genre_scores_gemma":[0.92754,0.005295063,0.0007284358,0.004598373,0.00004624407,0.00002868341,0.00005767316,0.00003631654,0.06166921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273643,"threshold_uncertainty_score":0.9240971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400249857","doi":"10.15366/reps2024.9.2.005","title":"Tecendo teias de conhecimentos: experiência de inclusão de saberes indígenas nas escolas Guarani do Sul do Brasil","year":2024,"lang":"pt","type":"article","venue":"Revista Educación Política y Sociedad","topic":"Indigenous Studies in Latin America","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":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Clarissa Rocha de Melo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0210556415337211,"gpt":0.3631062459224334,"spread":0.3420506043887123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004598794,0.0004672583,0.0004870811,0.001547014,0.02186059,0.007071903,0.001411881,0.001873642,0.004749663],"category_scores_gemma":[0.009166517,0.0004852097,0.000318352,0.001948642,0.02015103,0.002944349,0.008113404,0.003128799,0.0003574067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008345769,"about_ca_system_score_gemma":0.009075156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1506328,"about_ca_topic_score_gemma":0.2597112,"domain_scores_codex":[0.9941797,0.003658298,0.000105316,0.0003382853,0.0005187257,0.001199601],"domain_scores_gemma":[0.9944978,0.002596978,0.0006703838,0.0004042454,0.0005988809,0.001231627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009079272,0.000009158173,0.002054749,0.00001445472,0.000001171797,0.0002682233,0.9910638,0.0000122215,0.0001881431,0.003104966,0.0003703905,0.00290363],"study_design_scores_gemma":[0.000002550951,0.00001554935,0.003421332,0.00003423756,0.000003252672,0.0001062927,0.9749731,0.00003548375,0.00008004946,0.0006014315,0.02071846,0.000008288082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492207,0.0005676973,0.0006392871,0.005732629,0.00006797424,0.00005576573,0.00002760198,0.00002534287,0.0436629],"genre_scores_gemma":[0.9937597,0.0002827008,0.0002061249,0.000293413,0.00000818276,0.0000174404,0.000008633706,0.000009829346,0.005414038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1506328,"threshold_uncertainty_score":0.299512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400249498","doi":"10.15366/reps2024.9.2.003","title":"Aprender desde lo alto: Cosmologías andinas y pedagogía radial en la experiencia de Pukllasunchis","year":2024,"lang":"es","type":"article","venue":"Revista Educación Política y Sociedad","topic":"Migration, Education, Indigenous Social Dynamics","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":"Queen's University","funders":"","keywords":"Humanities; Cartography; Philosophy; Geography","authors":[{"name":"Jorge Legoas P.","is_ca":true},{"name":"Maite Zeisser","is_ca":false},{"name":"Margarita Gutiérrez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352597094570914,"gpt":0.3548617807224696,"spread":0.3413358097767605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003064321,0.0003626784,0.0002273473,0.0009446803,0.008521485,0.007390225,0.0007343426,0.0009900309,0.008534823],"category_scores_gemma":[0.004550594,0.0002426866,0.0002062476,0.001359645,0.01650182,0.00454329,0.008419659,0.002238973,0.0007265446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004501516,"about_ca_system_score_gemma":0.005711315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008608138,"about_ca_topic_score_gemma":0.01442013,"domain_scores_codex":[0.9967225,0.00239054,0.00004646878,0.0002063073,0.0002850364,0.0003491748],"domain_scores_gemma":[0.998204,0.0008841281,0.0002011163,0.0001591471,0.0002015237,0.0003500593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000424138,0.00005370685,0.004533031,0.0001467388,0.000004440697,0.000559926,0.7312685,0.0001437008,0.0008459905,0.2152934,0.002849557,0.04425863],"study_design_scores_gemma":[0.00000847164,0.0001071664,0.006602438,0.0003584842,0.00001313011,0.0004639096,0.6693602,0.0002532318,0.0007698936,0.02896012,0.2930752,0.00002779461],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6362952,0.003238107,0.01530493,0.01866866,0.00018222,0.0001100363,0.00003147484,0.0001451246,0.3260242],"genre_scores_gemma":[0.9698958,0.001014929,0.00150829,0.0003771504,0.0000274396,0.00005704735,0.000009419103,0.00004016233,0.02706982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008608138,"threshold_uncertainty_score":0.03266096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400249449","doi":"10.15366/reps2024.9.2.006","title":"“Somos olhos d’água!”: conversas sobre racismo e resistências COM universitárias indígenas do Quebec e do Brasil","year":2024,"lang":"pt","type":"article","venue":"Revista Educación Política y Sociedad","topic":"Race, Identity, and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Universidade Federal do Paraná","keywords":"Political science; Humanities; Art","authors":[{"name":"Kelly Russo","is_ca":false},{"name":"Corina Borri-Anadòn","is_ca":true},{"name":"Martinha Mendonça","is_ca":false},{"name":"Janis Ottawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467805322511013,"gpt":0.3330442588412084,"spread":0.3083662056160982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008995,0.0003652752,0.0006491938,0.001607701,0.03401702,0.008593416,0.001636286,0.002234245,0.006266861],"category_scores_gemma":[0.01132429,0.0004211614,0.0003286234,0.002295603,0.01821361,0.003547208,0.006797806,0.003803215,0.0002958674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03224397,"about_ca_system_score_gemma":0.05507872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8355907,"about_ca_topic_score_gemma":0.942335,"domain_scores_codex":[0.9937575,0.003418762,0.0001020069,0.0003505255,0.0008819466,0.001489226],"domain_scores_gemma":[0.9909481,0.003697535,0.0009568115,0.0004004683,0.001615413,0.002381528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001178142,0.00003549934,0.01334644,0.00006544507,0.000006490454,0.0003366542,0.9619521,0.00002310535,0.000255364,0.009390467,0.003298801,0.01127786],"study_design_scores_gemma":[0.000002300311,0.00001873633,0.0169804,0.0001563898,0.000009614402,0.00008594112,0.9483984,0.00005453666,0.0001030561,0.0004684072,0.03370497,0.00001736224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002686,0.002999898,0.0007156032,0.04685175,0.0002461794,0.00007408924,0.00006358025,0.0000196372,0.0487607],"genre_scores_gemma":[0.9872236,0.001299382,0.0002782214,0.001996572,0.00002412991,0.00003115215,0.00001284518,0.00001341095,0.009120704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644093,"threshold_uncertainty_score":0.3307551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}