{"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":"b7a8c82fe918","filters":{"venue":"ESTUDIOS FRONTERIZOS"}},"results":[{"id":"W1481406610","doi":"10.21670/ref.2004.10.a04","title":"Crafting connections: maya linkages between Guatemala’s Altiplano and El Norte","year":2004,"lang":"en","type":"article","venue":"ESTUDIOS FRONTERIZOS","topic":"Migration, Ethnicity, and Economy","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":"Maya; Indigenous; Homeland; Ethnography; Craft; Ethnology; Geography; Sociology; Political science; Gender studies; Economic growth; Anthropology; Politics; Archaeology; Law","authors":[{"name":"Michelle J. Moran-Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03008916511813478,"gpt":0.3001715743626084,"spread":0.2700824092444737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004857476,0.0001426151,0.0002477471,0.00006603806,0.0009301307,0.0001045453,0.0001547717,0.0001098306,0.00009670755],"category_scores_gemma":[0.0001719663,0.0001458654,0.00005901399,0.0001065747,0.0001838918,0.0003533264,0.00005549373,0.0001339803,0.00009471116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050082,"about_ca_system_score_gemma":0.00009636909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372542,"about_ca_topic_score_gemma":0.01696278,"domain_scores_codex":[0.9988306,0.00009384436,0.0002884232,0.0003019416,0.0001575222,0.0003276472],"domain_scores_gemma":[0.9994409,0.0001026235,0.0001105281,0.0001496858,0.00005974754,0.00013651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004164895,0.00006960655,0.931871,0.00003095699,0.0001168145,0.000008869189,0.06057776,0.00002058189,0.0002102545,0.003528149,0.0009069479,0.002654904],"study_design_scores_gemma":[0.001327363,0.0001738956,0.9291219,0.0001265405,0.00009052392,0.000005692355,0.01969663,0.00001284923,0.0004785189,0.003678364,0.04474619,0.0005415145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868639,0.0004248521,0.001067761,0.002952689,0.0003974358,0.0003449723,0.00001568793,0.0001423762,0.007790369],"genre_scores_gemma":[0.9969711,0.0003124936,0.0005250343,0.0001971548,0.001015926,0.00004063586,0.00001010685,0.00001415318,0.0009133376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383924,"threshold_uncertainty_score":0.946563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111858157","doi":"10.21670/ref.2021063","title":"Capital espacial entre los trabajadores agrícolas mexicanos en contextos de trabajo no libre en Canadá","year":2020,"lang":"es","type":"article","venue":"ESTUDIOS FRONTERIZOS","topic":"Migration, Ethnicity, and Economy","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":"Capital (architecture); Humanities; Political science; Geography; Ethnology; Sociology; Art; Archaeology","authors":[{"name":"Iván Montoya Zepeda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01280829400929774,"gpt":0.2587998990495895,"spread":0.2459916050402918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005288327,0.0006351404,0.0009513733,0.00009198828,0.0007785218,0.0004046003,0.0009866072,0.0005060817,0.002543583],"category_scores_gemma":[0.0006072529,0.000665138,0.0004673204,0.000297431,0.000479736,0.0007327475,0.0001782448,0.0006096594,0.0007888669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005605107,"about_ca_system_score_gemma":0.001321981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01767838,"about_ca_topic_score_gemma":0.09938858,"domain_scores_codex":[0.9955633,0.000935423,0.0008079477,0.0009373146,0.0005982585,0.001157762],"domain_scores_gemma":[0.9978676,0.0003339152,0.0003415711,0.0003302157,0.0001570482,0.0009696691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005767056,0.0006485304,0.1097747,0.0003655946,0.001017442,0.0002357125,0.737943,0.00003448829,0.004300676,0.004723306,0.1312511,0.009128854],"study_design_scores_gemma":[0.006449648,0.002789889,0.235847,0.0004936528,0.0008525667,0.00002431666,0.1817911,0.001576098,0.002804538,0.0003523566,0.5637442,0.003274557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592698,0.0009259179,0.0002311373,0.0151695,0.001507528,0.001489511,0.0005738296,0.0002199606,0.02061277],"genre_scores_gemma":[0.9875625,0.0008811339,0.0001475011,0.002071961,0.005917236,0.0001232707,0.00004274064,0.00007546497,0.003178177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561519,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187666766","doi":"","title":"Conexión tradicional: los vínculos mayas entre el altiplano de Guatemala y El Norte","year":2004,"lang":"es","type":"article","venue":"ESTUDIOS FRONTERIZOS","topic":"Latin American rural development","field":"Agricultural and Biological 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":"Homeland; Indigenous; Maya; Ethnography; Craft; Ethnology; Amazon rainforest; Geography; Sociology; Political science; Gender studies; Anthropology; Archaeology; Politics","authors":[{"name":"Michelle J. Moran-Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01220596668436109,"gpt":0.2422366517190389,"spread":0.2300306850346778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002914365,0.0007072228,0.0008474456,0.00003897285,0.0004856616,0.0001952648,0.000794544,0.000269999,0.001781729],"category_scores_gemma":[0.00008247441,0.0003581005,0.0003554497,0.0004303605,0.0004434933,0.0002516592,0.0002980919,0.0004011129,0.001070321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005518555,"about_ca_system_score_gemma":0.0001763707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007602044,"about_ca_topic_score_gemma":0.0002591014,"domain_scores_codex":[0.9960635,0.0002060235,0.000841309,0.0009655732,0.0007325269,0.001191026],"domain_scores_gemma":[0.9985821,0.0001532242,0.0004200573,0.0002264192,0.0001137164,0.0005045473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007406367,0.003009746,0.4589352,0.00039238,0.001691587,0.00155816,0.00483574,0.0002260935,0.4186915,0.02216584,0.02259612,0.06515698],"study_design_scores_gemma":[0.001760917,0.00107525,0.9542183,0.0007113705,0.0001553645,0.0001851511,0.001445746,0.00004554056,0.00686425,0.001385969,0.03091488,0.001237267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790403,0.00107453,0.00004883088,0.01269952,0.0007235641,0.0009994213,0.0003418846,0.000249121,0.004822785],"genre_scores_gemma":[0.9938756,0.0006698702,0.0009085846,0.002145952,0.0009587052,0.0001141278,0.0001644109,0.00001545639,0.00114733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495283,"threshold_uncertainty_score":0.9998871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169449381","doi":"","title":"Capital espacial entre los trabajadores agrícolas mexicanos en contextos de trabajo no libre en Canadá","year":2020,"lang":"es","type":"article","venue":"ESTUDIOS FRONTERIZOS","topic":"Migration, Ethnicity, and Economy","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":"Capital (architecture); Political science; Humanities; Welfare economics; Sociology; Economy; Geography; Economics; Art","authors":[{"name":"Yván Montoya Vivanco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01280829400929774,"gpt":0.2587998990495895,"spread":0.2459916050402918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005288327,0.0006351404,0.0009513733,0.00009198828,0.0007785218,0.0004046003,0.0009866072,0.0005060817,0.002543583],"category_scores_gemma":[0.0006072529,0.000665138,0.0004673204,0.000297431,0.000479736,0.0007327475,0.0001782448,0.0006096594,0.0007888669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005605107,"about_ca_system_score_gemma":0.001321981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01767838,"about_ca_topic_score_gemma":0.09938858,"domain_scores_codex":[0.9955633,0.000935423,0.0008079477,0.0009373146,0.0005982585,0.001157762],"domain_scores_gemma":[0.9978676,0.0003339152,0.0003415711,0.0003302157,0.0001570482,0.0009696691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005767056,0.0006485304,0.1097747,0.0003655946,0.001017442,0.0002357125,0.737943,0.00003448829,0.004300676,0.004723306,0.1312511,0.009128854],"study_design_scores_gemma":[0.006449648,0.002789889,0.235847,0.0004936528,0.0008525667,0.00002431666,0.1817911,0.001576098,0.002804538,0.0003523566,0.5637442,0.003274557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592698,0.0009259179,0.0002311373,0.0151695,0.001507528,0.001489511,0.0005738296,0.0002199606,0.02061277],"genre_scores_gemma":[0.9875625,0.0008811339,0.0001475011,0.002071961,0.005917236,0.0001232707,0.00004274064,0.00007546497,0.003178177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561519,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391991800","doi":"10.21670/ref.2402138","title":"Mortality at the county level in the USA-Mexico and USA-Canada border regions","year":2024,"lang":"en","type":"article","venue":"ESTUDIOS FRONTERIZOS","topic":"Migration, Health and Trauma","field":"Psychology","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":"Universidade de Lisboa","keywords":"Demographics; Geography; Border crossing; Border Security; Demography; Demographic economics; Political science; Immigration; Sociology; Law; Economics; Archaeology","authors":[{"name":"Melanie Joerger","is_ca":false},{"name":"Onofre Simões","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06506900224625428,"gpt":0.3574828053392444,"spread":0.2924138030929901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004764443,0.0001588076,0.0001648877,0.00003048291,0.0002856739,0.00005188155,0.0002156985,0.00006658168,0.0008547662],"category_scores_gemma":[0.00002774431,0.00009177493,0.0000391493,0.0001794394,0.0001223176,0.00006226097,0.0000461361,0.0002682932,0.0001071628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133653,"about_ca_system_score_gemma":0.0001977517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.383718,"about_ca_topic_score_gemma":0.9835572,"domain_scores_codex":[0.9985713,0.0002290597,0.0002820036,0.0003447995,0.0002403253,0.0003324626],"domain_scores_gemma":[0.9991606,0.0002171174,0.00004410075,0.000487769,0.00002355621,0.00006686743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004298097,0.00007837603,0.5478565,0.00005137733,0.0001207821,0.0001314781,0.01400879,0.000002213148,0.00001469356,0.011337,0.4238764,0.002479503],"study_design_scores_gemma":[0.0002272709,0.0000324234,0.795588,0.00001804035,0.00002153196,0.00004706736,0.001349324,0.00002906287,0.00000242504,0.0001053634,0.202493,0.00008652345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978758,0.003235045,0.0001712675,0.009016184,0.00130293,0.0005136325,0.0001840049,0.00001902823,0.006799916],"genre_scores_gemma":[0.9906628,0.0000881604,0.00001163762,0.004017857,0.0001788683,0.0001993601,0.00001756826,0.00001470887,0.004808999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5998392,"threshold_uncertainty_score":0.9359091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}