{"meta":{"query_hash":"bba1db13827c","filters":{"venue":"Journal of Geology Geography and Geoecology"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/bba1db13827c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Geology+Geography+and+Geoecology"},"results":[{"id":"W2946650523","doi":"10.15421/111919","title":"Commercialization of the nature-resource potential of anthropogenic objects (on the example of exhausted mines and quarries)","year":2019,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":3,"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":"Commercialization; Natural resource; Resource (disambiguation); Natural (archaeology); Land reclamation; Livelihood; Productivity; Exploitation of natural resources; Environmental resource management; Natural resource economics; Business; Environmental planning; Environmental science; Computer science; Geography; Ecology; Agriculture; Economic growth; Economics; Marketing","score_opus":0.010999089662028222,"score_gpt":0.19691754087746124,"score_spread":0.18591845121543302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946650523","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":[0.9951075,0.002370262,0.000042532414,0.0010471907,0.00049132935,0.00013005719,0.000012906054,0.0000013758009,0.00079688727],"genre_scores_gemma":[0.99907005,0.0005855085,0.000041854826,0.00021948868,0.000030319528,0.0000013245004,0.0000023455116,0.0000049457735,0.000044144945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892855,0.000058705366,0.000715586,0.00013208174,0.000029366605,0.00013570118],"domain_scores_gemma":[0.99808764,0.00023847073,0.00139663,0.00015664117,0.00010079627,0.00001980477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052411546,0.00010303164,0.0005168273,0.0002791651,0.00007698635,0.000006137089,0.0001958977,0.00020832621,0.0002058474],"category_scores_gemma":[0.000062057064,0.00007044166,0.00012521977,0.0001838477,0.00065545156,0.00007651212,0.00007208526,0.00016966701,9.498932e-7],"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":[0.00012777974,0.000064643915,0.93218434,0.000058676367,0.00019627411,6.731919e-7,0.00027689026,0.00014995925,0.00011873965,0.066536084,0.00015106509,0.00013485234],"study_design_scores_gemma":[0.00071359053,0.00033108576,0.98249483,0.000018433471,0.000026730782,0.00003400567,0.00056897465,0.000059032605,0.00027594226,0.013761606,0.0016440414,0.000071753566],"about_ca_topic_score_codex":0.00016851156,"about_ca_topic_score_gemma":0.00007548481,"teacher_disagreement_score":0.052774474,"about_ca_system_score_codex":0.0000047133144,"about_ca_system_score_gemma":0.000029887196,"threshold_uncertainty_score":0.28725275},"labels":[],"label_agreement":null},{"id":"W3120039199","doi":"10.15421/112057","title":"World mineral deposits in the table of periodic chemical elements","year":2020,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Mining and Gasification Technologies","field":"Engineering","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":"Mineral resource classification; Geology; Earth science; Context (archaeology); Table (database); Mineral; China; Subsoil; Geography; Geochemistry; Physical geography; Archaeology; Paleontology; Soil science; Ecology","score_opus":0.008577148321908578,"score_gpt":0.20576938226619595,"score_spread":0.19719223394428737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120039199","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":[0.9948984,0.0017871875,0.00010463468,0.0026707512,0.00009781485,0.00004977276,0.0000012370289,0.000016870743,0.0003733698],"genre_scores_gemma":[0.9984694,0.00024788466,0.0008829403,0.00034666606,0.000038183854,0.00000464588,0.0000013090138,0.000003708739,0.0000052388887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992543,0.000042987154,0.00039701228,0.0000740786,0.00006236534,0.00016926702],"domain_scores_gemma":[0.99961895,0.00010783644,0.00012680683,0.000071931914,0.00004132398,0.00003313028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021288957,0.00008072439,0.00024734842,0.00023905665,0.000023347862,0.0000053653134,0.00021527098,0.000102929036,0.000037953076],"category_scores_gemma":[0.00006619912,0.000059608632,0.00005472156,0.00034224504,0.00018123632,0.000040599807,0.000026679456,0.0003047093,0.0000011183126],"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":[0.000055667777,0.00005643643,0.98573256,0.00004988243,0.00010385882,0.000034997356,0.00087416684,0.00046372067,0.0034847269,0.0004829693,0.0028747136,0.0057863337],"study_design_scores_gemma":[0.0014495772,0.0007044995,0.97950405,0.000018197008,0.00006697568,0.00027156257,0.0013924862,0.0010473919,0.0028522993,0.0012801022,0.011246658,0.00016617957],"about_ca_topic_score_codex":0.0000035968726,"about_ca_topic_score_gemma":0.000029002316,"teacher_disagreement_score":0.008371944,"about_ca_system_score_codex":0.00000361421,"about_ca_system_score_gemma":0.000009994157,"threshold_uncertainty_score":0.24307695},"labels":[],"label_agreement":null},{"id":"W3155339982","doi":"10.15421/112118","title":"The use of SMART technologies in censuses: world experience and prospects for Ukraine","year":2021,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":2,"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":"Census; Population; Geography; Regional science; Ethnic group; Legislature; The Internet; Economic growth; Business; Political science; Computer science; Sociology; Economics; Demography; World Wide Web","score_opus":0.023764727728263196,"score_gpt":0.29558530047094833,"score_spread":0.2718205727426851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155339982","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":[0.9880421,0.0032849624,0.000112934256,0.008220382,0.00012646483,0.00014021438,0.0000019290324,0.000007246417,0.00006373591],"genre_scores_gemma":[0.9962198,0.0029710252,0.00048724352,0.00013607918,0.000026068185,0.000018718987,6.589716e-7,0.0000020284356,0.00013834302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893355,0.00022467977,0.0003829547,0.00014088629,0.000085093976,0.00023280639],"domain_scores_gemma":[0.9976367,0.0015947875,0.00026656158,0.00011130849,0.00035307635,0.000037595997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089346967,0.000068328976,0.00027548056,0.00030546292,0.0003797212,0.000026939288,0.00013601476,0.00012386472,0.000023861316],"category_scores_gemma":[0.001517135,0.000051040486,0.00009106301,0.0005193437,0.0019906566,0.00010677144,0.000046935966,0.00017048942,1.15924706e-7],"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":[0.000089810535,0.00009163089,0.96760684,0.000015037114,0.00006914178,0.000014871436,0.0028737998,0.000026145644,0.000022092181,0.016274357,0.00011420403,0.012802062],"study_design_scores_gemma":[0.0010846923,0.00057824515,0.77890265,0.000033231594,0.00009408329,0.0000342641,0.025272846,0.00011565406,0.00020203924,0.04243429,0.15109064,0.00015734821],"about_ca_topic_score_codex":0.00037326157,"about_ca_topic_score_gemma":0.06639938,"teacher_disagreement_score":0.18870418,"about_ca_system_score_codex":0.000011857948,"about_ca_system_score_gemma":0.00013220946,"threshold_uncertainty_score":0.9506364},"labels":[],"label_agreement":null},{"id":"W3187911928","doi":"10.15421/112133","title":"International youth migration: features, tendencies, regulation prospects","year":2021,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":6,"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":"Population; Emigration; Political science; Attractiveness; Geography; Demographic economics; China; Human migration; Development economics; Economic growth; Economic geography; Demography; Economics; Sociology","score_opus":0.011272950334334909,"score_gpt":0.2553944690073401,"score_spread":0.2441215186730052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187911928","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":[0.90600896,0.002144771,0.000100207915,0.051896844,0.003134768,0.00009493504,0.0000051043407,0.000021755824,0.03659268],"genre_scores_gemma":[0.9913901,0.0024750577,0.0014270452,0.0007194391,0.00062539167,0.0000034656302,0.000026163947,0.0000050346753,0.0033282824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877197,0.0002230455,0.0003715368,0.00018055025,0.00020891226,0.00024400765],"domain_scores_gemma":[0.99878377,0.00016787078,0.0003862176,0.00007477915,0.000477554,0.00010980685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072487484,0.00009876442,0.00023997763,0.0002645796,0.00034005262,0.000048327023,0.00019026021,0.00024745648,0.000751005],"category_scores_gemma":[0.00022101968,0.00009483529,0.00013050532,0.00021179298,0.0005526434,0.0002602168,0.000055334054,0.00024391786,0.000005458285],"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":[0.0000684303,0.00010302847,0.9357746,0.000004170807,0.00030201618,0.00009979719,0.0070389765,0.000020793685,0.000028290548,0.042088933,0.006685492,0.007785446],"study_design_scores_gemma":[0.00051225536,0.00007338189,0.7946214,0.0000066040443,0.000034302968,0.00023070685,0.004094869,0.0000023394905,0.000013610697,0.013217532,0.18709964,0.00009335555],"about_ca_topic_score_codex":0.00013388762,"about_ca_topic_score_gemma":0.0019443732,"teacher_disagreement_score":0.18041414,"about_ca_system_score_codex":0.000069442955,"about_ca_system_score_gemma":0.0003762095,"threshold_uncertainty_score":0.8222978},"labels":[],"label_agreement":null},{"id":"W3189483914","doi":"10.15421/112130","title":"Mineralogical justification for potentiality of producing marketable hematite products","year":2021,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Mining and Gasification Technologies","field":"Engineering","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":"Hematite; Weathering; Geology; Geochemistry; Iron ore; Quartz; Mineral; Raw material; Magnetite; Precambrian; Mineralogy; Metallurgy; Chemistry; Materials science","score_opus":0.01100165284945387,"score_gpt":0.2162911214020438,"score_spread":0.20528946855258992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189483914","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":[0.9876082,0.003934951,0.005323177,0.0022667148,0.00052348734,0.00012607806,0.00000559657,0.000040994,0.0001707933],"genre_scores_gemma":[0.98449683,0.0006595251,0.0146222925,0.000036162346,0.00007594035,0.000013436157,0.000009387454,0.0000061976634,0.000080221995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904644,0.00006108855,0.0004957956,0.0001558116,0.000059581995,0.00018126363],"domain_scores_gemma":[0.99887586,0.00017173645,0.00023742735,0.00018013881,0.0005033739,0.00003147174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062966265,0.00009460788,0.00034552926,0.00021883633,0.000054833847,0.0000074384516,0.00010427477,0.00017519134,0.000034139328],"category_scores_gemma":[0.0006100921,0.00008337064,0.000086891305,0.00023267877,0.00018070378,0.00007086203,0.000024910492,0.00016261786,5.546471e-7],"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":[0.00056018156,0.0011300247,0.55006343,0.0045247544,0.0020746689,0.00007940675,0.001442682,0.008768696,0.27733028,0.017034238,0.029842958,0.107148714],"study_design_scores_gemma":[0.0012132521,0.00059937296,0.92147964,0.000051361225,0.00025306307,0.0007967849,0.00054095575,0.0010237368,0.04671579,0.014312876,0.0127493385,0.00026382343],"about_ca_topic_score_codex":0.0000018644732,"about_ca_topic_score_gemma":0.0000062858394,"teacher_disagreement_score":0.37141624,"about_ca_system_score_codex":0.0000059291974,"about_ca_system_score_gemma":0.000031360796,"threshold_uncertainty_score":0.3399756},"labels":[],"label_agreement":null},{"id":"W4402750360","doi":"10.15421/112441","title":"World Heritage: features, composition, and tourist significance","year":2024,"lang":"en","type":"article","venue":"Journal of Geology Geography and Geoecology","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":1,"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":"Tourism; Composition (language); World heritage; Geography; History; Archaeology; Art; Literature","score_opus":0.004761000863412083,"score_gpt":0.26301620111617036,"score_spread":0.2582552002527583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402750360","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":[0.8417565,0.111150794,0.00010696039,0.03029875,0.0017445444,0.00017475111,0.000005694486,0.00004981319,0.014712155],"genre_scores_gemma":[0.98084366,0.016298342,0.00037804374,0.00050936855,0.00060147274,0.0000037347183,0.0000011159768,0.0000061619207,0.001358122],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988197,0.00027562035,0.00027855774,0.00018394487,0.00013404955,0.0003081304],"domain_scores_gemma":[0.99905556,0.00046235253,0.00013763203,0.000065372675,0.00011708002,0.0001619867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007871408,0.00011403676,0.0002974442,0.00045790226,0.00041257046,0.00010322752,0.00014265862,0.00018299291,0.00010851652],"category_scores_gemma":[0.00003479688,0.000095769494,0.0001030466,0.00032132873,0.0011786383,0.00016779105,0.00003599793,0.00040087765,0.0000039894257],"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":[0.00030856722,0.00019755086,0.50191003,0.00013575447,0.00069864356,0.0023530961,0.011445479,0.000017717031,0.00030407324,0.09836066,0.35443133,0.029837102],"study_design_scores_gemma":[0.00052848225,0.00053431856,0.25865722,0.00005538089,0.00015116906,0.00068833545,0.0018858298,0.000008288756,0.000026635833,0.06544274,0.6717688,0.00025283895],"about_ca_topic_score_codex":0.00067154504,"about_ca_topic_score_gemma":0.0051258886,"teacher_disagreement_score":0.31733742,"about_ca_system_score_codex":0.000012645568,"about_ca_system_score_gemma":0.00011027445,"threshold_uncertainty_score":0.4342742},"labels":[],"label_agreement":null}]}