{"meta":{"query_hash":"6ae9aedbe440","filters":{"venue":"Revista Contexto Geográfico"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/6ae9aedbe440","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Contexto+Geogr%C3%A1fico"},"results":[{"id":"W2994207888","doi":"10.28998/contegeo.v4i7.8363","title":"FUNDAMENTOS TEÓRICOS DE MODELAGEM EM SISTEMAS COMPLEXOS","year":2019,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","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":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.03301373395460008,"score_gpt":0.2748966117102402,"score_spread":0.24188287775564013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994207888","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003392154,0.001805319,0.9824196,0.001463105,0.00015307471,0.00007976973,0.00021617237,0.0004194905,0.010051358],"genre_scores_gemma":[0.24605463,0.011783678,0.71485096,0.00075076584,0.0005323846,0.001125013,0.0014394014,0.00084030186,0.02262292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954489,0.0019449824,0.00045735473,0.00063430716,0.0013154172,0.00019900061],"domain_scores_gemma":[0.9917618,0.0054613445,0.00038182086,0.0011713763,0.0010926512,0.00013092777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049308515,0.0014082346,0.0013508976,0.0022803717,0.0014586048,0.008881704,0.0029624682,0.0029935916,0.006808386],"category_scores_gemma":[0.015759172,0.0016190505,0.002727464,0.003922017,0.0048542535,0.007480716,0.0031574534,0.0041530654,0.0024101508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040640512,0.00007868465,0.0013166453,0.00076943595,0.00010918688,0.00031824142,0.0015126237,0.2689847,0.0018422978,0.652167,0.0045027873,0.0683577],"study_design_scores_gemma":[0.000017118455,0.000023419985,0.0003126312,0.0002545051,0.000045371697,0.00012289031,0.00035234733,0.61713815,0.0016122916,0.33033195,0.049744185,0.00004517352],"about_ca_topic_score_codex":0.014191473,"about_ca_topic_score_gemma":0.0069236783,"teacher_disagreement_score":0.014191473,"about_ca_system_score_codex":0.0030672725,"about_ca_system_score_gemma":0.003450484,"threshold_uncertainty_score":0.028217733},"labels":[],"label_agreement":null},{"id":"W4392798034","doi":"10.28998/contegeo.2i4.6323","title":"CARATERIZAÇÃO DA DINÂMICA DA LINHA DE COSTA NA ENSEADA DO PONTAL DE CORURIPE, LITORAL SUL DE ALAGOAS","year":2018,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Coastal and Marine Management","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":"Intertek (Canada)","funders":"","keywords":"Humanities; Geography; Cartography; Art","score_opus":0.028376907398255158,"score_gpt":0.29529089271245146,"score_spread":0.2669139853141963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392798034","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":[0.99461067,0.00020188719,0.0009323482,0.000046080473,0.000003994554,0.000018424289,0.00021636293,0.000036280253,0.0039338823],"genre_scores_gemma":[0.9957663,0.00019856522,0.0019098709,0.000012912736,0.0000016397003,0.00002289718,0.00015812862,0.000015315049,0.0019144325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946254,0.00008672398,0.000021926482,0.00016656665,0.00014693078,0.0001153538],"domain_scores_gemma":[0.9992312,0.00017518697,0.00015181467,0.00006238102,0.00030990902,0.000069461224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212372,0.00025036262,0.00035771276,0.0009144865,0.00095237495,0.0014904673,0.00049001916,0.00029686396,0.002313216],"category_scores_gemma":[0.0016685822,0.00022998711,0.00027677364,0.0023390418,0.0008219837,0.00056910666,0.0010331909,0.00028577255,0.00021516145],"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":[0.00044988448,0.00006265032,0.8212729,0.00054044795,0.00014727538,0.0005053961,0.019583587,0.005170197,0.043843485,0.0015701121,0.00056306564,0.106290884],"study_design_scores_gemma":[0.0000024261717,0.00010475955,0.9810291,0.0000438683,0.000034441884,0.000072724164,0.00798641,0.0015177759,0.0027812193,0.00016372428,0.0062497514,0.000013815284],"about_ca_topic_score_codex":0.08869381,"about_ca_topic_score_gemma":0.27404654,"teacher_disagreement_score":0.08869381,"about_ca_system_score_codex":0.0019497882,"about_ca_system_score_gemma":0.0021442233,"threshold_uncertainty_score":0.17635506},"labels":[],"label_agreement":null},{"id":"W4392798201","doi":"10.28998/contegeo.4i7.8363","title":"FUNDAMENTOS TEÓRICOS DE MODELAGEM EM SISTEMAS COMPLEXOS","year":2019,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Geography and Environmental Studies","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":"Université de Montréal","funders":"","keywords":"Humanities; Physics; Sociology; Philosophy","score_opus":0.0309613237458116,"score_gpt":0.2644368905883836,"score_spread":0.233475566842572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392798201","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043636584,0.0018756409,0.9839535,0.0013969433,0.00011659666,0.0001069797,0.0002544222,0.000305558,0.007626765],"genre_scores_gemma":[0.23118554,0.008873271,0.7457508,0.0005429926,0.00041496212,0.0014257204,0.0011896378,0.00065301196,0.009964037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941011,0.0027734316,0.00064210943,0.00071162294,0.0015360483,0.00023564175],"domain_scores_gemma":[0.98500025,0.0109736,0.0006320639,0.0017896423,0.001426668,0.0001777624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067303935,0.0015778494,0.0016460991,0.0027099138,0.0016406212,0.008533286,0.003163572,0.002967618,0.0057608145],"category_scores_gemma":[0.025478918,0.0017302994,0.0032582749,0.004956807,0.0053413706,0.008011698,0.0035025566,0.004564551,0.0016240824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031977637,0.00006757495,0.0015558262,0.00083924003,0.00013597685,0.0002466359,0.0016036457,0.2842354,0.0009427051,0.6657364,0.0024191856,0.042185504],"study_design_scores_gemma":[0.000021585212,0.000021172722,0.00034556535,0.000301279,0.000055484204,0.00011908789,0.00038986056,0.4940896,0.00093983597,0.4728015,0.030872839,0.000042071024],"about_ca_topic_score_codex":0.011529835,"about_ca_topic_score_gemma":0.006015676,"teacher_disagreement_score":0.011529835,"about_ca_system_score_codex":0.002856235,"about_ca_system_score_gemma":0.0037933455,"threshold_uncertainty_score":0.035594165},"labels":[],"label_agreement":null},{"id":"W4392798311","doi":"10.28998/contegeo.6i12.13100","title":"Território e Circulação: Transformações no Transporte Rodoviário Brasileiro","year":2022,"lang":"pt","type":"article","venue":"Revista Contexto Geográfico","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","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":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; Physics; Art","score_opus":0.03768755524318885,"score_gpt":0.2633126515135927,"score_spread":0.22562509627040384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392798311","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":[0.76576257,0.0039298674,0.007529251,0.0061531886,0.00007527566,0.00010796654,0.0011955588,0.00013316012,0.21511316],"genre_scores_gemma":[0.98622686,0.0015326801,0.0016568461,0.000081422426,0.000008814276,0.000012234283,0.00013125413,0.00001874994,0.010331063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99955505,0.000092984475,0.000024441311,0.00008812388,0.00014094691,0.00009844665],"domain_scores_gemma":[0.999342,0.00014772103,0.00016155443,0.00006550906,0.00020955346,0.00007362194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042346856,0.00024522026,0.00018589667,0.0016300287,0.0013275354,0.0038439769,0.00048930733,0.0005723327,0.0061306264],"category_scores_gemma":[0.00176471,0.00022387566,0.00026833132,0.00432228,0.002048162,0.0015366392,0.0011255956,0.00049576035,0.0003969341],"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":[0.00016770464,0.00012247755,0.2325802,0.0007263347,0.000110588466,0.0069109825,0.077502534,0.013251432,0.011082558,0.44596478,0.012991495,0.19858894],"study_design_scores_gemma":[0.000016243444,0.00015232136,0.5133682,0.00075606053,0.00015252472,0.001188406,0.112538755,0.011761994,0.0024678605,0.034108493,0.3233658,0.00012330267],"about_ca_topic_score_codex":0.4838082,"about_ca_topic_score_gemma":0.55372256,"teacher_disagreement_score":0.4838082,"about_ca_system_score_codex":0.00821238,"about_ca_system_score_gemma":0.005352108,"threshold_uncertainty_score":0.9619842},"labels":[],"label_agreement":null}]}