{"meta":{"query_hash":"d39e579bdc00","filters":{"venue":"Geociências"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/d39e579bdc00","api":"https://metacan.xera.ac/api/v1/cohort?venue=Geoci%C3%AAncias"},"results":[{"id":"W2606129715","doi":"10.5016/geociencias.v36i1.12294","title":"EFEITOS DO REVESTIMENTO DE CANAL E IMPERMEABILIZAÇÃO DO SOLO À DINÂMICA DE INUNDAÇÃO DO RIO ARROMBADOS - PE","year":2017,"lang":"pt","type":"article","venue":"Geociências","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Physics; Geology; Geomorphology","score_opus":0.01660973236840401,"score_gpt":0.25832992811932315,"score_spread":0.24172019575091913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606129715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942578,0.00037551922,0.0022901315,0.000052479954,0.000019744784,0.000024968507,0.00029217897,0.00010747156,0.0025796804],"genre_scores_gemma":[0.9965844,0.0002712448,0.0011059301,0.000013545693,0.0000018135503,0.00001715072,0.00013672448,0.000021928781,0.0018472881],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99977285,0.000023454315,0.000010617601,0.00007158544,0.0000726839,0.00004880269],"domain_scores_gemma":[0.9996754,0.00010700919,0.000062714935,0.000026977988,0.00009096679,0.000036978916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022052118,0.00030643147,0.0004634121,0.00029988526,0.00027961293,0.00085985125,0.00044585633,0.0004508471,0.0027898175],"category_scores_gemma":[0.00081882614,0.00022859559,0.0003755621,0.00035795142,0.00035122293,0.0003328549,0.0003833769,0.00035197692,0.00029574556],"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":[0.0020802016,0.0002669986,0.046037614,0.0008899496,0.00010864431,0.000556319,0.0006244775,0.070171684,0.8359607,0.00092462794,0.0007928279,0.041585967],"study_design_scores_gemma":[0.00008508751,0.004497917,0.15397847,0.00013288877,0.00031349508,0.0003415943,0.0032841908,0.19612134,0.62289965,0.0012070681,0.016988413,0.00014989026],"about_ca_topic_score_codex":0.021591134,"about_ca_topic_score_gemma":0.031285107,"teacher_disagreement_score":0.021591134,"about_ca_system_score_codex":0.00062740926,"about_ca_system_score_gemma":0.0004660977,"threshold_uncertainty_score":0.0429309},"labels":[],"label_agreement":null},{"id":"W2942820990","doi":"10.5016/geociencias.v38i1.12585","title":"RELAÇÃO ENTRE AS VARIAÇÕES DA LINHA DE COSTA E AS CARACTERÍSTICAS MORFODINÂMICAS DA PRAIA DA ARMAÇÃO, ILHA DE SANTA CATARINA","year":2019,"lang":"pt","type":"article","venue":"Geociências","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Humanities; Geography; Art","score_opus":0.01199091103425883,"score_gpt":0.25268311560335954,"score_spread":0.2406922045691007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942820990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973591,0.00034381115,0.00012772226,0.000042207557,0.0000022754803,0.000007204436,0.00015336162,0.0000048991305,0.0019593851],"genre_scores_gemma":[0.99895287,0.00018354671,0.00019928598,0.000010387607,0.0000019647548,0.0000071450736,0.00006679033,0.0000021049655,0.0005760328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970067,0.000047914582,0.00001704663,0.000091697606,0.00007463293,0.00006805302],"domain_scores_gemma":[0.9989893,0.00021630537,0.00036937845,0.0000768964,0.0002496633,0.00009843983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029431022,0.00015985277,0.00018390236,0.00085047574,0.00083734526,0.0012174422,0.00032016943,0.00028636903,0.000953315],"category_scores_gemma":[0.0011456414,0.00018090852,0.0002280796,0.0015164352,0.00065610115,0.00033109708,0.00069124205,0.00019367799,0.00013497076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017435083,0.000019037067,0.95829576,0.00014365237,0.0000809406,0.00028114347,0.0052571823,0.0003878056,0.018494148,0.00026891238,0.00018285894,0.01641417],"study_design_scores_gemma":[5.681976e-7,0.000021750697,0.99710876,0.000013344715,0.000009526293,0.000048115642,0.001292318,0.00010965601,0.00032135376,0.000022143866,0.0010488371,0.000003759203],"about_ca_topic_score_codex":0.1221633,"about_ca_topic_score_gemma":0.31896725,"teacher_disagreement_score":0.1221633,"about_ca_system_score_codex":0.0013229828,"about_ca_system_score_gemma":0.0009960894,"threshold_uncertainty_score":0.24290442},"labels":[],"label_agreement":null},{"id":"W2979933509","doi":"10.5016/geociencias.v38i2.13779","title":"LATE CRETACEOUS STRATIGRAPHY OF THE SOUTHEASTERN CHACO - PARANÁ BASIN (“NORTE BASIN” - URUGUAY): THE MAASTRICHTIAN AGE OF THE CALCRETIZATION PROCESS","year":2019,"lang":"en","type":"article","venue":"Geociências","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Siliciclastic; Geology; Cretaceous; Paleontology; Lithostratigraphy; Sedimentary rock; Structural basin; Stratigraphy; Biostratigraphy; Sedimentary depositional environment","score_opus":0.009509954381121037,"score_gpt":0.21721138352376737,"score_spread":0.20770142914264633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979933509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97748303,0.0027931656,0.0009599553,0.00030923702,0.000011796097,0.000028903045,0.00039215005,0.000073062285,0.01794867],"genre_scores_gemma":[0.9964516,0.0007248779,0.0009893855,0.000016895263,0.0000029983323,0.00000836839,0.00014418611,0.000011056667,0.0016506712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999936,0.000011226204,0.0000044739068,0.00002474854,0.000012584795,0.000010814291],"domain_scores_gemma":[0.9999026,0.000009933721,0.000027250177,0.000010031225,0.000039295264,0.000010840778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019918787,0.00014500349,0.00013859132,0.00057903497,0.00043489118,0.00059572235,0.0001907415,0.00012893628,0.0013507297],"category_scores_gemma":[0.0004627778,0.00010686432,0.00011590631,0.0007521965,0.00062545814,0.00029422325,0.00038736145,0.00013574841,0.00011001664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111244735,0.000018139675,0.84821725,0.00026272517,0.000069957125,0.0010902438,0.015369644,0.0010090398,0.022721803,0.008573322,0.0011572985,0.101399384],"study_design_scores_gemma":[0.0000015290383,0.000010035835,0.9902513,0.00003335953,0.000010904044,0.00026094195,0.000883263,0.00033434015,0.0003022076,0.0001582468,0.0077490862,0.0000048428874],"about_ca_topic_score_codex":0.31689733,"about_ca_topic_score_gemma":0.52941644,"teacher_disagreement_score":0.31689733,"about_ca_system_score_codex":0.0011838733,"about_ca_system_score_gemma":0.0013017568,"threshold_uncertainty_score":0.6301056},"labels":[],"label_agreement":null},{"id":"W4381747050","doi":"10.5016/geociencias.v41i3.16368","title":"PLANEJAMENTO E GESTÃO AMBIENTAL DE BACIAS HIDROGRÁFICAS A PARTIR DA MODELAGEM HIDROSSEDIMENTOLÓGICA E ESTUDO DE CENÁRIOS ALTERNATIVOS DE USO E COBERTURA DO SOLO","year":2023,"lang":"pt","type":"article","venue":"Geociências","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Environmental science; Geography","score_opus":0.022275359685814886,"score_gpt":0.25822091721421736,"score_spread":0.23594555752840246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381747050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87735355,0.0008259992,0.11125786,0.00029693363,0.00008219946,0.00025495954,0.0026834714,0.0008582086,0.0063868607],"genre_scores_gemma":[0.9574222,0.0008305449,0.036900487,0.0000472296,0.000007651852,0.00026420373,0.0010328183,0.00008709582,0.0034076946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997812,0.000047587495,0.000015419031,0.00008485096,0.000045891848,0.000025080746],"domain_scores_gemma":[0.99954706,0.00020338938,0.000050063565,0.00004923793,0.00013001672,0.000020215746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234937,0.00082963344,0.0007053027,0.000434174,0.0003300728,0.0016461287,0.0008449455,0.000868017,0.0018557884],"category_scores_gemma":[0.0011331285,0.00052783074,0.0013481523,0.0008671208,0.0003288268,0.00083894894,0.00042954882,0.00064194755,0.0003574566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000348993,0.0002519776,0.035535336,0.00057605957,0.00020339068,0.00010993534,0.0003092563,0.89405894,0.03825487,0.0018218249,0.00046336805,0.02806603],"study_design_scores_gemma":[0.000044317836,0.00028056174,0.019297585,0.00004300006,0.000148184,0.000039789305,0.00024529794,0.9574563,0.01678594,0.0015352533,0.00407164,0.00005206482],"about_ca_topic_score_codex":0.068756245,"about_ca_topic_score_gemma":0.052442156,"teacher_disagreement_score":0.068756245,"about_ca_system_score_codex":0.001595995,"about_ca_system_score_gemma":0.001868689,"threshold_uncertainty_score":0.13671207},"labels":[],"label_agreement":null},{"id":"W7154422648","doi":"10.5016/geociencias.v44i4.19736","title":"Caracterização mineral do caulim associado ao pegmatito Cristo Rei, Domingos Martins - ES (região sudeste do Brasil)","year":2025,"lang":"","type":"article","venue":"Geociências","topic":"Clay minerals and soil interactions","field":"Materials Science","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":"Nova scotia; Quaternary; Horizon","score_opus":0.01517502840844017,"score_gpt":0.2927485818346687,"score_spread":0.2775735534262285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154422648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826694,0.00041053694,0.00017091178,0.000012024819,0.000002084077,0.000009337765,0.00018101186,0.0000069422686,0.0009400673],"genre_scores_gemma":[0.99703753,0.00028271828,0.00068175106,0.000017495471,0.0000018536925,0.000008816156,0.00018862214,0.000004055901,0.0017771198],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99983287,0.000011151042,0.000006589519,0.00006301308,0.000053346634,0.00003295954],"domain_scores_gemma":[0.9998424,0.000019905172,0.000052937547,0.00000723949,0.000056267574,0.000021269605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018180166,0.0002878955,0.00028696214,0.0012308975,0.00059142534,0.00067493785,0.00020165666,0.00029604376,0.0008089365],"category_scores_gemma":[0.00018056542,0.00021830366,0.0002293654,0.0009801567,0.00034758265,0.00018016143,0.00024760867,0.00015200187,0.00013545786],"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":[0.0002925523,0.00003340088,0.40410528,0.00026106188,0.00009586033,0.0006092962,0.0020232343,0.00021573294,0.57857376,0.00015656446,0.00014626185,0.013487004],"study_design_scores_gemma":[0.0000030179276,0.00008548178,0.97122747,0.000019972267,0.00004667431,0.00041019788,0.0015550473,0.00028047484,0.02256491,0.000042031268,0.0037563557,0.000008402462],"about_ca_topic_score_codex":0.057091936,"about_ca_topic_score_gemma":0.1813345,"teacher_disagreement_score":0.057091936,"about_ca_system_score_codex":0.0005965044,"about_ca_system_score_gemma":0.0005164352,"threshold_uncertainty_score":0.11351925},"labels":[],"label_agreement":null}]}