{"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"},"query_hash":"9fb2c68c0ed3","filters":{"venue":"GEOgraphia"}},"results":[{"id":"W3149338340","doi":"10.22409/geographia2021.v23i50.a27222","title":"UMA GEOGRAFIA POLÍTICA DO OURO: SOBRE FRONTEIRA, GARIMPEIROS E DESPOSSESSÃO NA VOLTA GRANDE DO XINGU","year":2021,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02515446768802745,"gpt":0.2923467307983426,"spread":0.2671922631103152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001356686,0.0009232358,0.001124484,0.0004276995,0.002695546,0.001843191,0.001309489,0.0009226979,0.004070987],"category_scores_gemma":[0.0003134212,0.0009743333,0.001267602,0.003348818,0.001352327,0.0006623036,0.0006128107,0.000945529,0.0007472812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489177,"about_ca_system_score_gemma":0.0007562603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840278,"about_ca_topic_score_gemma":0.004356673,"domain_scores_codex":[0.9926472,0.0006545934,0.001037571,0.001621233,0.001828443,0.002211012],"domain_scores_gemma":[0.9966001,0.000303902,0.0004334017,0.001031889,0.0007385967,0.0008921438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001739976,0.001311259,0.6780103,0.0003217892,0.001954331,0.0008631807,0.1322651,0.000003796521,0.0009099219,0.009819261,0.132365,0.04200205],"study_design_scores_gemma":[0.003859301,0.0003558032,0.2095818,0.0009940482,0.001081632,0.00003611975,0.1133219,0.0001101485,0.0007338208,0.01340687,0.6526501,0.003868507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594123,0.06169591,0.000377084,0.00864999,0.00852468,0.001537746,0.0002671319,0.0008752965,0.05865992],"genre_scores_gemma":[0.9409499,0.007000217,0.0007819231,0.0007963699,0.0009011746,0.00005087951,0.0001422259,0.0001099925,0.0492673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5202851,"threshold_uncertainty_score":0.9992707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W37858279","doi":"10.22409/geographia1999.v1i1.a13364","title":"Reflexões sobre o Espaço, o Urbano e a Urbanização","year":2009,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Urbanization; Urban space; Geography; Urban network; Sociology; Cartography; Economic geography; Art; Regional science; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.03187181808031904,"gpt":0.3070136444859313,"spread":0.2751418264056122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000842189,0.0005484662,0.0006131133,0.0003475282,0.001464625,0.0004789614,0.0009523389,0.0005780968,0.001597242],"category_scores_gemma":[0.0001097742,0.0005588644,0.0005765085,0.002802638,0.0005703612,0.0005611576,0.0001096313,0.0004765578,0.001046353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009177965,"about_ca_system_score_gemma":0.0002195053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004878417,"about_ca_topic_score_gemma":0.0007491555,"domain_scores_codex":[0.9958181,0.0002634336,0.0006118247,0.0008538874,0.001088604,0.001364193],"domain_scores_gemma":[0.9983754,0.00009681454,0.0002561374,0.0005338953,0.0002365482,0.0005012467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009012509,0.0006613787,0.1159995,0.00004902065,0.0003990709,0.0000969448,0.1390522,0.000001902609,0.0002370765,0.0257399,0.6885037,0.02916916],"study_design_scores_gemma":[0.0008833896,0.0004776683,0.1351817,0.0001751584,0.0002211342,0.000003178681,0.0183813,0.00002387644,0.0001210153,0.01331175,0.8298293,0.001390502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4269558,0.0434185,0.0001078442,0.04131461,0.006110005,0.002181746,0.00007720942,0.001912603,0.4779217],"genre_scores_gemma":[0.8518234,0.003221448,0.0002833859,0.001771029,0.000703871,0.0000118799,0.00003165647,0.00003466085,0.1421187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4248676,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229898572","doi":"10.22409/geographia1999.11.a13364","title":"Reflexões sobre o Espaço, o Urbano e a Urbanização","year":2009,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Urbanization; Urban space; Geography; Sociology; Cartography; Economic geography; Art; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.03187181808031904,"gpt":0.3070136444859313,"spread":0.2751418264056122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000842189,0.0005484662,0.0006131133,0.0003475282,0.001464625,0.0004789614,0.0009523389,0.0005780968,0.001597242],"category_scores_gemma":[0.0001097742,0.0005588644,0.0005765085,0.002802638,0.0005703612,0.0005611576,0.0001096313,0.0004765578,0.001046353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009177965,"about_ca_system_score_gemma":0.0002195053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004878417,"about_ca_topic_score_gemma":0.0007491555,"domain_scores_codex":[0.9958181,0.0002634336,0.0006118247,0.0008538874,0.001088604,0.001364193],"domain_scores_gemma":[0.9983754,0.00009681454,0.0002561374,0.0005338953,0.0002365482,0.0005012467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009012509,0.0006613787,0.1159995,0.00004902065,0.0003990709,0.0000969448,0.1390522,0.000001902609,0.0002370765,0.0257399,0.6885037,0.02916916],"study_design_scores_gemma":[0.0008833896,0.0004776683,0.1351817,0.0001751584,0.0002211342,0.000003178681,0.0183813,0.00002387644,0.0001210153,0.01331175,0.8298293,0.001390502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4269558,0.0434185,0.0001078442,0.04131461,0.006110005,0.002181746,0.00007720942,0.001912603,0.4779217],"genre_scores_gemma":[0.8518234,0.003221448,0.0002833859,0.001771029,0.000703871,0.0000118799,0.00003165647,0.00003466085,0.1421187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4248676,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907378921","doi":"10.22409/geographia2018.v1i44.a14406","title":"ANÁLISE CRÍTICA DA NOÇÃO DE POLICENTRISMO: UMA CONTRIBUIÇÃO AO ESTUDO DA CENTRALIDADE EM CIDADES MÉDIAS","year":2018,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NSCAD University","funders":"","keywords":"Metropolitan area; Sociology; Humanities; Centrality; Geography; Philosophy; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04717404124984405,"gpt":0.3320223502904686,"spread":0.2848483090406246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001483973,0.0007603883,0.0008971734,0.0004238407,0.002455411,0.001771907,0.001405716,0.0007979069,0.004901405],"category_scores_gemma":[0.0003880966,0.0007823163,0.0006804921,0.002925412,0.002291588,0.0006346497,0.0003793845,0.0006109864,0.001105889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881071,"about_ca_system_score_gemma":0.0005629082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957488,"about_ca_topic_score_gemma":0.002504295,"domain_scores_codex":[0.9930984,0.00062015,0.0008894841,0.001073543,0.00133479,0.002983675],"domain_scores_gemma":[0.9968672,0.0003107049,0.00043809,0.0006983938,0.0005168054,0.001168791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001740159,0.0009675001,0.5152396,0.0001011867,0.001099103,0.0001129156,0.2770607,0.000001184932,0.0002839093,0.01341755,0.1850609,0.006481459],"study_design_scores_gemma":[0.003229634,0.0005777486,0.4144488,0.0003868517,0.0007962259,0.00001083574,0.07895568,0.000211404,0.0009058721,0.003982782,0.4939809,0.002513277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728961,0.008657722,0.00006826201,0.006240103,0.002485649,0.001096315,0.000143932,0.0004363023,0.007975644],"genre_scores_gemma":[0.9783213,0.002556478,0.0004609665,0.002272814,0.002081676,0.00003729036,0.00006176333,0.00007751658,0.01413022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30892,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190916039","doi":"10.22409/geographia2021.v23i51.a49881","title":"LUGARES RURAIS E ESPACIALIZAÇÃO DO CAPITAL: O AIRBNB COMO EVIDÊNCIA DAS URBANIDADES NO RURAL EM UM ESPAÇO EM GLOBALIZAÇÃO","year":2021,"lang":"pt","type":"article","venue":"GEOgraphia","topic":"Urban Development and Societal Issues","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":"Discovery Air (Canada)","funders":"","keywords":"Spatialization; Humanities; Context (archaeology); Capital (architecture); Political science; Geography; Sociology; Art; Anthropology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01937367023637581,"gpt":0.2994235341609631,"spread":0.2800498639245873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00124521,0.001216655,0.001457413,0.0003968815,0.002604599,0.002599849,0.001619171,0.001106971,0.006209679],"category_scores_gemma":[0.0006143689,0.001302836,0.00147244,0.004415299,0.001116045,0.001095602,0.000824353,0.0007831245,0.001961127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121319,"about_ca_system_score_gemma":0.000778708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438319,"about_ca_topic_score_gemma":0.01657316,"domain_scores_codex":[0.9912665,0.0009584787,0.001311764,0.001485047,0.002476211,0.002501924],"domain_scores_gemma":[0.995675,0.0002871148,0.0006085137,0.001111419,0.001310526,0.001007388],"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":[0.0001340791,0.0008870164,0.3457888,0.000376658,0.001684957,0.0004870334,0.3481571,0.000008477653,0.0002273945,0.01424062,0.2788008,0.009207008],"study_design_scores_gemma":[0.00176878,0.0003633555,0.1117892,0.001012362,0.0007108319,0.00002314135,0.4008525,0.00008039454,0.0002802374,0.004900683,0.4749825,0.003236039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910367,0.05653767,0.00004510432,0.003098913,0.007874945,0.001096754,0.0003237797,0.0008253109,0.01983058],"genre_scores_gemma":[0.9309932,0.008939843,0.0003121592,0.001132976,0.001307367,0.00006979241,0.0003178226,0.0001388122,0.05678801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339996,"threshold_uncertainty_score":0.9989421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}