{"meta":{"query_hash":"f72a1eb6a56e","filters":{"venue":"Revista Cartográfica"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f72a1eb6a56e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Cartogr%C3%A1fica"},"results":[{"id":"W1000463296","doi":"","title":"The Far Zone Contribution in Spherical Stokes Integration","year":2002,"lang":"en","type":"article","venue":"Revista Cartográfica","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geology; Geodesy; Geometry; Mathematics","score_opus":0.00828570132899359,"score_gpt":0.21412314952215317,"score_spread":0.20583744819315958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1000463296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46859986,0.04027106,0.450582,0.000977654,0.00079558545,0.0016185228,0.000038127244,0.0033970438,0.033720154],"genre_scores_gemma":[0.99477774,0.0039971313,0.0008314896,0.000029406294,0.000055879744,0.00006340332,0.000008245146,0.000021734912,0.00021498791],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992022,0.00005135402,0.0002597031,0.00012446559,0.00013166764,0.00023059311],"domain_scores_gemma":[0.9995442,0.000117440366,0.000028761006,0.00023269282,0.000039313203,0.00003761542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018493798,0.00012251212,0.0001574821,0.000032935048,0.000059533068,0.000084528234,0.00012856301,0.00007815396,0.000067858484],"category_scores_gemma":[0.00012505875,0.000095345946,0.000059429654,0.00025784082,0.000040387982,0.00011609399,0.000013819151,0.0002247545,0.00006780762],"study_design_candidate":"not_applicable","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":[0.000025979343,0.000082472,0.0009802949,0.00007369439,0.000048054768,0.000025562516,0.0003861321,0.0011659228,0.08942832,0.02479827,0.032669496,0.8503158],"study_design_scores_gemma":[0.0004054216,0.00012701367,0.002371005,0.00017603983,0.000021018419,0.000014075062,0.000089445595,0.10496993,0.03442485,0.0003190926,0.85662735,0.00045477317],"about_ca_topic_score_codex":0.000009329309,"about_ca_topic_score_gemma":0.000076903496,"teacher_disagreement_score":0.849861,"about_ca_system_score_codex":0.0001738278,"about_ca_system_score_gemma":0.0000034492773,"threshold_uncertainty_score":0.38880947},"labels":[],"label_agreement":null},{"id":"W1483442873","doi":"","title":"Evaluación del efecto atmosférico directo en el área de influencia de la Solución Geoidal Mexicana","year":2004,"lang":"es","type":"article","venue":"Revista Cartográfica","topic":"Geological and Tectonic Studies in Latin America","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Humanities; Philosophy","score_opus":0.008508656068099224,"score_gpt":0.28568119191256275,"score_spread":0.27717253584446355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483442873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9042767,0.020315235,0.00039893042,0.0009056033,0.00029680057,0.0005406634,0.00024056164,0.00027070337,0.072754756],"genre_scores_gemma":[0.98951113,0.005134228,0.0034572303,0.0010363332,0.00056042685,0.000025990419,0.000050058614,0.000028735843,0.0001958708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99476147,0.0011444684,0.00074699655,0.0009763546,0.00073804636,0.0016326548],"domain_scores_gemma":[0.99632865,0.0018093842,0.0003068536,0.0007204569,0.0001281303,0.000706544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001886339,0.00068809476,0.0009793662,0.00010997193,0.0007149883,0.00030061556,0.0008614859,0.00047026883,0.004385608],"category_scores_gemma":[0.0017983138,0.0005659432,0.0005085899,0.00089293637,0.0011538822,0.00015119558,0.00021250943,0.00089251687,0.0006187618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015426314,0.00023984369,0.8761908,0.00032405107,0.00033007233,0.00041197977,0.0010112294,0.00774229,0.0003605292,0.0051879664,0.001519016,0.10652796],"study_design_scores_gemma":[0.00093368156,0.00064163253,0.8827965,0.000271338,0.00034692202,0.00022578135,0.00020300754,0.0011579382,0.00008926134,0.001641738,0.11086733,0.0008248723],"about_ca_topic_score_codex":0.01187081,"about_ca_topic_score_gemma":0.00016240924,"teacher_disagreement_score":0.10934831,"about_ca_system_score_codex":0.00020156584,"about_ca_system_score_gemma":0.000659762,"threshold_uncertainty_score":0.9996792},"labels":[],"label_agreement":null},{"id":"W2678140260","doi":"","title":"Stokes-Helmert's Scheme for Precise Geoid Determination","year":2002,"lang":"es","type":"article","venue":"Revista Cartográfica","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geoid; Geodesy; Geology; Remote sensing; Geophysics","score_opus":0.043170664051217736,"score_gpt":0.24631239113454959,"score_spread":0.20314172708333184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2678140260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93915504,0.028232044,0.001115314,0.0019992958,0.0020655142,0.0041632946,0.0032996177,0.00020995947,0.019759912],"genre_scores_gemma":[0.99388987,0.0009446431,0.0014479831,0.0001597642,0.0005405099,0.000020986352,0.0002732753,0.0000208968,0.0027020595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975286,0.00012876278,0.00048577102,0.00060113776,0.00060415437,0.0006515325],"domain_scores_gemma":[0.9985452,0.00017903869,0.00025275061,0.0005198343,0.00022092539,0.00028222342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005064826,0.0003573858,0.00044723565,0.000119514145,0.00041957275,0.00057311164,0.00038054507,0.00015913979,0.0018802038],"category_scores_gemma":[0.00015823862,0.000341209,0.00032570196,0.00032330505,0.00009851912,0.00032008844,0.000023641629,0.00019939833,0.0009766071],"study_design_candidate":"not_applicable","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":[0.00012211742,0.00043971586,0.106479935,0.001583134,0.0001664852,0.0000253775,0.00049394683,0.00007298175,0.0021732461,0.0013259632,0.029518653,0.8575984],"study_design_scores_gemma":[0.0009706576,0.0005658151,0.054067142,0.00031668902,0.00019778463,0.000009676586,0.00004596406,0.03765679,0.00034281032,0.00017164333,0.9049556,0.0006993695],"about_ca_topic_score_codex":0.00013677558,"about_ca_topic_score_gemma":0.00003770406,"teacher_disagreement_score":0.875437,"about_ca_system_score_codex":0.000018788858,"about_ca_system_score_gemma":0.000037583726,"threshold_uncertainty_score":0.999904},"labels":[],"label_agreement":null},{"id":"W2729208299","doi":"","title":"Algunos aspectos sobre alturas ortométricas y normales","year":2003,"lang":"es","type":"article","venue":"Revista Cartográfica","topic":"Historical and socio-economic studies of Spain and related regions","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Humanities; Philosophy","score_opus":0.024715056605712223,"score_gpt":0.21829975704031565,"score_spread":0.19358470043460344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729208299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072577484,0.25282001,0.0007781003,0.0053631472,0.004171152,0.0013020429,0.0005243539,0.00029432567,0.6621694],"genre_scores_gemma":[0.88301474,0.09160379,0.0003421719,0.0005845175,0.0006109804,0.000054830383,0.00003873423,0.000100097845,0.023650143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603474,0.000118961245,0.0016150766,0.0011055521,0.00011117723,0.0010145067],"domain_scores_gemma":[0.99751943,0.00026149687,0.00077265216,0.0008531915,0.00010256275,0.0004906563],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006786801,0.0006363208,0.0015254741,0.00033839524,0.0010504633,0.00033815706,0.0004911927,0.0006267053,0.0016836089],"category_scores_gemma":[0.00039792524,0.00064997247,0.001010318,0.0007251012,0.00048173327,0.0002002921,0.00011303778,0.00081988086,0.0057222657],"study_design_candidate":"not_applicable","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":[0.000019760777,0.00043239436,0.024330372,0.00034513584,0.00084213546,0.00008364452,0.0011062183,0.00003074723,0.0000098535,0.88338953,0.086441174,0.0029690377],"study_design_scores_gemma":[0.0008374383,0.00014039551,0.0030256582,0.00012653343,0.00011860485,0.00003499282,0.0005228218,0.00009130338,0.000009451366,0.0011268945,0.99306726,0.000898626],"about_ca_topic_score_codex":0.00012752139,"about_ca_topic_score_gemma":0.000005812546,"teacher_disagreement_score":0.9066261,"about_ca_system_score_codex":0.00057123805,"about_ca_system_score_gemma":0.00012247488,"threshold_uncertainty_score":0.99959517},"labels":[],"label_agreement":null},{"id":"W3036126848","doi":"10.35424/rcarto.i101.672","title":"Modelagem das mudanças espaço-temporais de áreas úmidas: estudo de caso da Região Administrativa de Abitibi-Témiscamingue – Québec, Canadá","year":2020,"lang":"pt","type":"article","venue":"Revista Cartográfica","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Humanities; Forestry; Geography; Art","score_opus":0.02494235675891088,"score_gpt":0.26381472924415306,"score_spread":0.23887237248524218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036126848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97087437,0.0044508027,0.001439335,0.009068993,0.00017320203,0.0010587539,0.00041909385,0.00025668813,0.012258787],"genre_scores_gemma":[0.99435204,0.0005946125,0.00041857452,0.0022818274,0.0006223596,0.000071209295,0.00007660617,0.00014277677,0.0014399666],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942527,0.00063187,0.0010664926,0.0014494625,0.0008112504,0.0017882719],"domain_scores_gemma":[0.99591345,0.0002414534,0.0005355766,0.0011848768,0.0000491208,0.0020755131],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009336097,0.00087179366,0.0010661912,0.000074406205,0.0007696731,0.00075372384,0.0013503856,0.00045238258,0.0020525842],"category_scores_gemma":[0.00021157035,0.0008343522,0.00043365252,0.0007178586,0.00017139367,0.00045049048,0.00046993123,0.0006822182,0.0009448204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008893883,0.0012662323,0.6339566,0.008202957,0.0012055321,0.011799383,0.07414514,0.01163368,0.020403948,0.0011622482,0.22700235,0.008332493],"study_design_scores_gemma":[0.0028930637,0.0014536842,0.059161134,0.0023019614,0.0014999547,0.0014853901,0.01087326,0.12415717,0.002655469,0.00009119622,0.7892019,0.0042258194],"about_ca_topic_score_codex":0.28231657,"about_ca_topic_score_gemma":0.22157355,"teacher_disagreement_score":0.5747955,"about_ca_system_score_codex":0.0015810136,"about_ca_system_score_gemma":0.0017446276,"threshold_uncertainty_score":0.99983305},"labels":[],"label_agreement":null},{"id":"W3110150146","doi":"10.35424/rcarto.i94.341","title":"Measuring conflation success","year":2017,"lang":"en","type":"article","venue":"Revista Cartográfica","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Conflation; Computer science; Process (computing); Data mining; Big data; Data quality; Product (mathematics); Quality (philosophy); Data science; Information retrieval; Mathematics; Engineering","score_opus":0.05078100529416187,"score_gpt":0.2820461407172322,"score_spread":0.23126513542307034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110150146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8798951,0.000063127016,0.00017070344,0.0010210819,0.00010360018,0.00018898788,0.0000027516949,0.00004240257,0.118512236],"genre_scores_gemma":[0.99788237,0.00006786736,0.00023093144,0.0001347652,0.00010695752,0.0000064115943,0.000004112864,0.000014445312,0.0015521708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886525,0.00003401442,0.00018121068,0.00024073309,0.00033376768,0.00034500568],"domain_scores_gemma":[0.9989511,0.000016427703,0.0001809349,0.0006647763,0.0000032819682,0.00018352864],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042349825,0.00011805029,0.00015090422,0.000016005344,0.0007511653,0.00023090764,0.0003838165,0.00005189369,0.0030991442],"category_scores_gemma":[0.00007024782,0.00010704688,0.00006052562,0.000026538632,0.00018040603,0.00041740856,0.00015871783,0.000103524995,0.0015305943],"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":[0.000010667905,0.000027657727,0.9843818,0.000016390113,0.0000047656713,0.00000638291,0.000116339565,0.000011145324,0.0031905505,0.0007075349,0.0011667813,0.01035999],"study_design_scores_gemma":[0.00017764543,0.000022928867,0.82051986,0.000016405722,0.000009378734,0.000002706587,0.0000053926624,0.00006266415,0.0005214945,0.000040837796,0.17849416,0.00012651799],"about_ca_topic_score_codex":0.00031573858,"about_ca_topic_score_gemma":0.0000504184,"teacher_disagreement_score":0.17732736,"about_ca_system_score_codex":0.00014693894,"about_ca_system_score_gemma":0.000009178759,"threshold_uncertainty_score":0.99924684},"labels":[],"label_agreement":null},{"id":"W4235031032","doi":"10.35424/rcarto.v0i101.672","title":"Modelagem das mudanças espaço-temporais de áreas úmidas: estudo de caso da Região Administrativa de Abitibi-Témiscamingue – Québec, Canadá","year":2020,"lang":"pt","type":"article","venue":"Revista Cartográfica","topic":"Land Use and Ecosystem Services","field":"Environmental 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":"Humanities; Physics; Geography; Philosophy","score_opus":0.02494235675891088,"score_gpt":0.26381472924415306,"score_spread":0.23887237248524218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235031032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97087437,0.0044508027,0.001439335,0.009068993,0.00017320203,0.0010587539,0.00041909385,0.00025668813,0.012258787],"genre_scores_gemma":[0.99435204,0.0005946125,0.00041857452,0.0022818274,0.0006223596,0.000071209295,0.00007660617,0.00014277677,0.0014399666],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942527,0.00063187,0.0010664926,0.0014494625,0.0008112504,0.0017882719],"domain_scores_gemma":[0.99591345,0.0002414534,0.0005355766,0.0011848768,0.0000491208,0.0020755131],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009336097,0.00087179366,0.0010661912,0.000074406205,0.0007696731,0.00075372384,0.0013503856,0.00045238258,0.0020525842],"category_scores_gemma":[0.00021157035,0.0008343522,0.00043365252,0.0007178586,0.00017139367,0.00045049048,0.00046993123,0.0006822182,0.0009448204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008893883,0.0012662323,0.6339566,0.008202957,0.0012055321,0.011799383,0.07414514,0.01163368,0.020403948,0.0011622482,0.22700235,0.008332493],"study_design_scores_gemma":[0.0028930637,0.0014536842,0.059161134,0.0023019614,0.0014999547,0.0014853901,0.01087326,0.12415717,0.002655469,0.00009119622,0.7892019,0.0042258194],"about_ca_topic_score_codex":0.28231657,"about_ca_topic_score_gemma":0.22157355,"teacher_disagreement_score":0.5747955,"about_ca_system_score_codex":0.0015810136,"about_ca_system_score_gemma":0.0017446276,"threshold_uncertainty_score":0.99983305},"labels":[],"label_agreement":null}]}