{"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"},"query_hash":"579ebee372af","filters":{"venue":"Geografia (Rio Claro)"}},"results":[{"id":"W13173982","doi":"","title":"A SAR fine and medium spatial resolution approach for mapping the Brazilian Pantanal","year":2013,"lang":"en","type":"article","venue":"Geografia (Rio Claro)","topic":"Automated Road and Building Extraction","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Land cover; Remote sensing; Scale (ratio); Image resolution; Wetland; Geography; Spatial ecology; Cartography; Environmental science; Physical geography; Land use; Ecology; Computer science; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01311320956415633,"gpt":0.2010344115268177,"spread":0.1879212019626613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208801,0.000153225,0.0001431702,0.00008082236,0.000220604,0.00008997189,0.0001135632,0.0001382637,0.00004678153],"category_scores_gemma":[0.00002780864,0.0001141665,0.00006078446,0.0001377178,0.00004913573,0.0001731866,0.00002971077,0.0002071068,0.00001919222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003525416,"about_ca_system_score_gemma":0.00001046702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003694234,"about_ca_topic_score_gemma":0.0000701836,"domain_scores_codex":[0.9991282,0.00002048151,0.000200365,0.000191218,0.0001409444,0.000318825],"domain_scores_gemma":[0.9996313,0.00005021984,0.00004219449,0.0001754227,0.00003770996,0.00006311826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001304807,0.0003022769,0.0214383,0.001701239,0.000966902,0.00001302087,0.004422972,0.05620615,0.2389669,0.000831919,0.1883899,0.48663],"study_design_scores_gemma":[0.0007579327,0.00006302786,0.1006195,0.00005411404,0.00006493756,0.0000631988,0.000276546,0.8199714,0.001476873,0.0003665562,0.07592066,0.0003652427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548884,0.001822141,0.4404826,0.001554616,0.001395521,0.001755207,0.00004110936,0.001320025,0.002744831],"genre_scores_gemma":[0.9910919,0.00006409355,0.007903261,0.00005857282,0.0005538383,0.00009500131,0.00007384334,0.00003178628,0.0001277155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7637653,"threshold_uncertainty_score":0.4655574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W186052609","doi":"","title":"Geographical studies of Brazil in the United States and Canada from 1945 until 2000","year":2002,"lang":"en","type":"article","venue":"Geografia (Rio Claro)","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Political science; Economic growth; Regional science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02397753348715876,"gpt":0.2708533173948158,"spread":0.246875783907657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009935868,0.0002580201,0.0004777939,0.000387149,0.000715949,0.00006385933,0.0005893375,0.0002210107,0.0003134648],"category_scores_gemma":[0.0003897736,0.0001939876,0.0001727146,0.00431487,0.001596117,0.0001270773,0.00008707206,0.0005384916,0.000005356723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000718977,"about_ca_system_score_gemma":0.0001076889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9381859,"about_ca_topic_score_gemma":0.9590868,"domain_scores_codex":[0.99662,0.0007386841,0.0005327517,0.0004477619,0.0009660197,0.0006947634],"domain_scores_gemma":[0.9976289,0.001430117,0.0001528944,0.000373825,0.0001847064,0.0002295255],"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":[0.00007638229,0.0005622031,0.8709323,0.00005883595,0.0004326582,0.0001313452,0.0537749,0.00005950443,0.0000165755,0.007121855,0.05320479,0.01362869],"study_design_scores_gemma":[0.0005469417,0.00008303666,0.09879068,0.00005220064,0.00007831665,0.000001162727,0.01248114,0.00004609559,0.000006949064,0.006232995,0.8813542,0.0003263554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968577,0.01752216,0.000005560343,0.009212733,0.0004354153,0.0003374973,0.0001215792,0.00005555167,0.003732487],"genre_scores_gemma":[0.9775926,0.01952155,0.0001150061,0.002175688,0.0002039688,0.00003602034,0.00004326434,0.00001342197,0.0002984183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8281493,"threshold_uncertainty_score":0.7910584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W76616760","doi":"","title":"MERGULHANDO NUM MAR DE RELAÇÕES: REDES SOCIAIS COMO AGENTES DE TRANSFORMAÇÃO EM BAIRROS POPULARES","year":2005,"lang":"pt","type":"article","venue":"Geografia (Rio Claro)","topic":"Urban Development and Societal Issues","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":"Quarter (Canadian coin); Urbanization; Deconstruction (building); Context (archaeology); Sociology; Urban space; Humanities; Population; Geography; Intervention (counseling); Economic growth; Psychology; Art; Regional science; Demography","retraction":null,"screen_n_in":null,"score":{"opus":0.02986864959815895,"gpt":0.3020750592012503,"spread":0.2722064096030914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002418371,0.0007658137,0.0009349045,0.0002094055,0.002601711,0.0007189795,0.001228879,0.00105899,0.002520835],"category_scores_gemma":[0.000215431,0.0008079687,0.0009555004,0.0009897815,0.0006537205,0.0009206581,0.00017828,0.0009437707,0.0007065296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009199584,"about_ca_system_score_gemma":0.0007315748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289708,"about_ca_topic_score_gemma":0.03228863,"domain_scores_codex":[0.9936198,0.0007331244,0.00102538,0.000848197,0.001331373,0.00244213],"domain_scores_gemma":[0.9979722,0.0002245316,0.0003545135,0.0004701775,0.0002100231,0.0007684937],"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":[0.000150169,0.0006820643,0.2021865,0.0002182446,0.000858017,0.00009938009,0.5855443,0.00002916091,0.0007422554,0.001421949,0.1793162,0.0287517],"study_design_scores_gemma":[0.002082548,0.0002584013,0.02702263,0.0004254167,0.00054404,0.00001120431,0.1603346,0.0004444972,0.002428839,0.002364875,0.8022567,0.001826236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332724,0.02808656,0.0004723424,0.01605656,0.001609698,0.001361146,0.0001478233,0.0007772227,0.01821622],"genre_scores_gemma":[0.8851659,0.01039858,0.002035602,0.001643975,0.001520302,0.0001015487,0.0001301472,0.0001118341,0.09889214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6229405,"threshold_uncertainty_score":0.9994371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W137061187","doi":"","title":"Línguas de imigrantes em \" países novos\": o caso do Canadá visto através de dados censitários","year":2010,"lang":"pt","type":"article","venue":"Geografia (Rio Claro)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","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":"Humanities; French; Immigration; Census; Political science; Ethnology; Demography; Sociology; Art; Population; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01076768518782079,"gpt":0.2268039663428659,"spread":0.2160362811550451,"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":[0.0007581865,0.0007698273,0.0007794524,0.0003751437,0.002014195,0.001757319,0.0009853955,0.0005518853,0.006799757],"category_scores_gemma":[0.003322515,0.0008135736,0.0006061844,0.0001591167,0.0007173527,0.0002535475,0.0004147246,0.001485954,0.0007466938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281353,"about_ca_system_score_gemma":0.0007238652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2226067,"about_ca_topic_score_gemma":0.6258789,"domain_scores_codex":[0.9957763,0.0001838596,0.0006795475,0.0009048861,0.0006859549,0.001769442],"domain_scores_gemma":[0.9957826,0.0002184828,0.0003590583,0.001043062,0.001838005,0.0007587762],"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":[0.0002333172,0.0009647444,0.3071528,0.000864266,0.0009871663,0.002656308,0.3834901,0.00001488899,0.0006205452,0.009041433,0.2887067,0.005267783],"study_design_scores_gemma":[0.002346737,0.0003128978,0.05640928,0.0003415608,0.00178322,0.00008603847,0.1381428,0.0003353167,0.0007516216,0.001205415,0.7957511,0.00253401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598067,0.002923562,0.00004759459,0.0001755456,0.03025714,0.0005202441,0.001552691,0.0002518224,0.004464708],"genre_scores_gemma":[0.9577195,0.0003145509,0.0002135022,0.001461604,0.02482099,0.00001210227,0.000173753,0.0001048613,0.01517914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5070444,"threshold_uncertainty_score":0.9994315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}