{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44019142,0.007071359,0.11624965,0.003517857,0.00016453039,0.00022957702,0.0002962095,0.000096355085,0.43218303],"genre_scores_gemma":[0.97151023,0.0016567847,0.015126037,0.000076379445,0.000046756653,0.0000540503,0.00011175701,0.000016523412,0.011401433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99878246,0.00031437713,0.0000789022,0.00023065321,0.00045389365,0.00013968028],"domain_scores_gemma":[0.99768686,0.0010223883,0.00028035356,0.0004499545,0.00048413363,0.00007625006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013588059,0.00035303296,0.00024596538,0.0019980092,0.0012771684,0.003946889,0.00071296626,0.0010861321,0.00632837],"category_scores_gemma":[0.0027223793,0.00015925913,0.00053008646,0.0016536855,0.004667659,0.0039112032,0.0020746754,0.0008555455,0.00040516572],"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":[0.00004757179,0.000066173496,0.012961838,0.0003323399,0.000020025484,0.0011975258,0.0035592304,0.0026029309,0.0030593514,0.8928922,0.000988021,0.082272746],"study_design_scores_gemma":[0.000020462452,0.00028101914,0.051480602,0.00087023084,0.00007300737,0.0037834826,0.017594418,0.019934934,0.012343861,0.63618815,0.25733075,0.000099063494],"about_ca_topic_score_codex":0.0019372966,"about_ca_topic_score_gemma":0.0024295396,"teacher_disagreement_score":0.00632837,"about_ca_system_score_codex":0.002095883,"about_ca_system_score_gemma":0.0011196049,"threshold_uncertainty_score":0.021170497},"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039460715,0.020719403,0.008586844,0.0018852706,0.0051261336,0.0002986637,0.12664773,0.0015357713,0.7957394],"genre_scores_gemma":[0.20207807,0.024432313,0.047287416,0.0012213256,0.0013602268,0.0003602711,0.1134587,0.00070252136,0.60909915],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972945,0.00002407308,0.00004215129,0.00005189288,0.00013110263,0.000021268745],"domain_scores_gemma":[0.99975413,0.00003246617,0.000048049344,0.000047074576,0.00009739392,0.000020886766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002047338,0.00039668163,0.00029590182,0.0053663724,0.0007631381,0.0020849789,0.00034914238,0.00024516604,0.056339107],"category_scores_gemma":[0.0008667611,0.00018042307,0.00015952023,0.009777013,0.0004624942,0.0013717153,0.0006316626,0.0005747678,0.021655379],"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":[0.00024312967,0.00004961016,0.007814844,0.0011996835,0.00004721607,0.0003794372,0.0010161338,0.0006616297,0.009387512,0.13385867,0.360149,0.48519313],"study_design_scores_gemma":[0.0000038064222,0.000009195792,0.004216823,0.0000696252,0.0000042035967,0.00013862255,0.00014256235,0.000036450514,0.0003090114,0.0045707,0.9904935,0.000005579705],"about_ca_topic_score_codex":0.0049668574,"about_ca_topic_score_gemma":0.007738913,"teacher_disagreement_score":0.056339107,"about_ca_system_score_codex":0.0005843068,"about_ca_system_score_gemma":0.001234331,"threshold_uncertainty_score":0.1884731},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759794,0.0067455885,0.00097219413,0.0048123524,0.00008853722,0.000049364276,0.0005612389,0.00004604584,0.0107453745],"genre_scores_gemma":[0.9833792,0.011261757,0.0011021165,0.00035442805,0.00003227407,0.000020804668,0.00041854053,0.000019641282,0.003411251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893826,0.0004812827,0.00009462573,0.00009806422,0.0002465078,0.00014119726],"domain_scores_gemma":[0.99766314,0.00050945795,0.00048346515,0.0001703646,0.0007920076,0.00038168032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133511,0.00016007487,0.0001696094,0.0009355222,0.0011660764,0.0015182759,0.00039843447,0.00034344976,0.001027359],"category_scores_gemma":[0.003631065,0.00018065357,0.00022265337,0.0015486216,0.0011671892,0.0019282079,0.0016661247,0.000497575,0.00024993523],"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":[0.0001307231,0.00021654952,0.5691184,0.0009991238,0.0000595086,0.0033427638,0.1868906,0.0009455338,0.0022995586,0.011545095,0.009522143,0.21492998],"study_design_scores_gemma":[0.0000048291467,0.00022796117,0.67462623,0.0006217262,0.000026840095,0.0021889624,0.16672724,0.0009426847,0.0014343619,0.00081930845,0.15231672,0.00006321698],"about_ca_topic_score_codex":0.040575296,"about_ca_topic_score_gemma":0.0411736,"teacher_disagreement_score":0.040575296,"about_ca_system_score_codex":0.0018593533,"about_ca_system_score_gemma":0.004285674,"threshold_uncertainty_score":0.080678225},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8021523,0.010625791,0.0015434094,0.007823581,0.0003915375,0.00013244386,0.00092731864,0.00011858839,0.17628494],"genre_scores_gemma":[0.9732554,0.0055665877,0.0006615018,0.00042209082,0.00014899917,0.000074427255,0.00061126833,0.000022161052,0.01923755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995883,0.00008817768,0.00003052295,0.00007195061,0.00008363485,0.00013744783],"domain_scores_gemma":[0.99953425,0.00005408294,0.00015301995,0.000023681361,0.00012362612,0.00011130241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079284544,0.00014591863,0.00009612139,0.0016921503,0.0012134752,0.0026019164,0.00030720048,0.00035659905,0.0041275774],"category_scores_gemma":[0.0011054212,0.00010022309,0.00024472698,0.0026042105,0.0006743341,0.0012835481,0.0009302181,0.0005341351,0.0006225837],"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":[0.0002037529,0.00023914406,0.5797253,0.00046400246,0.000021827405,0.0013776676,0.03778655,0.00046390336,0.0012035118,0.09663587,0.024136191,0.25774232],"study_design_scores_gemma":[0.000010891755,0.00014680778,0.6658998,0.0007023935,0.000044049728,0.002109848,0.080575675,0.0010072661,0.0007593794,0.006464254,0.24223885,0.000040864048],"about_ca_topic_score_codex":0.00610919,"about_ca_topic_score_gemma":0.005986379,"teacher_disagreement_score":0.00610919,"about_ca_system_score_codex":0.0011844086,"about_ca_system_score_gemma":0.0013444026,"threshold_uncertainty_score":0.013808191},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909728,0.0053450004,0.004398338,0.0021145644,0.00003960647,0.00007479706,0.0004671724,0.00004344257,0.077789076],"genre_scores_gemma":[0.99315476,0.00073674,0.0019744525,0.00007224368,0.000022612523,0.000011782192,0.00008878222,0.0000065548265,0.0039320635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965465,0.000058622234,0.000018866142,0.0001052568,0.00011501849,0.000047689362],"domain_scores_gemma":[0.9989806,0.0003297954,0.00023108498,0.00011981433,0.00023637082,0.00010232753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038919,0.00016446954,0.000071773764,0.0010318457,0.00061570184,0.0015349626,0.00056650897,0.0006331459,0.0047697457],"category_scores_gemma":[0.0012311718,0.00011100922,0.00016629245,0.0005493179,0.0015748267,0.0007203491,0.00054805906,0.00037146953,0.00055235147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025485526,0.000607858,0.2821993,0.0013628455,0.0000927578,0.006585499,0.0023331689,0.003531972,0.34400678,0.1832549,0.002375323,0.1711011],"study_design_scores_gemma":[0.00013333245,0.0022427621,0.4253599,0.0005157288,0.00017005828,0.0065003107,0.007812746,0.004431567,0.2832978,0.05940908,0.21006948,0.00005719695],"about_ca_topic_score_codex":0.0015133339,"about_ca_topic_score_gemma":0.0025464674,"teacher_disagreement_score":0.0047697457,"about_ca_system_score_codex":0.0010030866,"about_ca_system_score_gemma":0.0007386671,"threshold_uncertainty_score":0.015956402},"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":"other","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":[0.24839994,0.013774643,0.0021401476,0.002427825,0.00026358807,0.00012595662,0.004613963,0.00011698791,0.7281369],"genre_scores_gemma":[0.93069583,0.006313734,0.0024731862,0.0001724431,0.00018943216,0.000047424164,0.001875637,0.000062531275,0.05816984],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998461,0.000024401119,0.000008708215,0.00001505381,0.000069086505,0.0000365602],"domain_scores_gemma":[0.9998086,0.000024035435,0.000045438228,0.000011953952,0.00005470849,0.00005530135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018359699,0.00026537676,0.00010380916,0.002601815,0.00068852276,0.0027750402,0.00024344583,0.00016232139,0.012724733],"category_scores_gemma":[0.0005022266,0.00007757368,0.000098744924,0.004692643,0.00091206905,0.0015287852,0.001093306,0.00031857792,0.0011288766],"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":[0.00016840664,0.000112234055,0.13010752,0.0008569802,0.000059273232,0.0012162424,0.018107295,0.0009861144,0.0023643665,0.14342964,0.08430976,0.61828226],"study_design_scores_gemma":[0.000007062443,0.00007155693,0.34745172,0.00046797036,0.000026174399,0.0017705393,0.024614103,0.00041974045,0.00033743738,0.013108755,0.6116902,0.000034754074],"about_ca_topic_score_codex":0.013394526,"about_ca_topic_score_gemma":0.022471095,"teacher_disagreement_score":0.013394526,"about_ca_system_score_codex":0.00086918485,"about_ca_system_score_gemma":0.0005936875,"threshold_uncertainty_score":0.042568445},"labels":[],"label_agreement":null}]}