{"meta":{"query_hash":"3cac90e7279c","filters":{"venue":"Hungarian Geographical Bulletin"},"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/3cac90e7279c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Hungarian+Geographical+Bulletin"},"results":[{"id":"W2186678648","doi":"","title":"Housing preferences and the image of inner city neighbourhoods in Budapest","year":2009,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":10,"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":"Inner city; Quarter (Canadian coin); Neighbourhood (mathematics); Geography; Reputation; Socioeconomics; Inner mongolia; Population; Inner Cities; Demographic economics; Economic geography; Demography; Sociology; China; Archaeology; Economics; Social science; Mathematics","score_opus":0.013102130993663749,"score_gpt":0.2551601069740583,"score_spread":0.24205797598039452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186678648","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":[0.9989073,0.00005623597,0.000017762522,0.0000100256275,0.0000021376127,0.0000023550995,0.000055852695,5.522558e-7,0.00094776426],"genre_scores_gemma":[0.99970824,0.00003663707,0.000015248634,0.0000019267634,8.847863e-7,0.0000014805037,0.000046154426,5.4509377e-7,0.00018883725],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9997998,0.000047505357,0.000014564397,0.000024491494,0.000046776437,0.00006697822],"domain_scores_gemma":[0.99978906,0.000027270115,0.00008004103,0.000013193984,0.000026805117,0.000063552994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014332887,0.0001140484,0.0002195218,0.00079352036,0.0005317126,0.0010962094,0.00023731035,0.00015875878,0.0025145544],"category_scores_gemma":[0.00042642996,0.00013492393,0.00021012458,0.0013269989,0.0005797924,0.0002651193,0.00076150283,0.00020061548,0.00021651019],"study_design_candidate":"qualitative","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":[0.00038225052,0.00012867477,0.9463486,0.00011147711,0.00015116837,0.0016583506,0.02991212,0.0004783279,0.0024721608,0.0014853943,0.0008076692,0.016063852],"study_design_scores_gemma":[0.0000020503785,0.000028508131,0.9868939,0.000009079729,0.000007645694,0.00016347339,0.012149099,0.00006807219,0.00006792492,0.000037768466,0.0005675456,0.000004996097],"about_ca_topic_score_codex":0.031002872,"about_ca_topic_score_gemma":0.046950504,"teacher_disagreement_score":0.031002872,"about_ca_system_score_codex":0.000902307,"about_ca_system_score_gemma":0.00027059394,"threshold_uncertainty_score":0.061644852},"labels":[],"label_agreement":null},{"id":"W2895445990","doi":"10.15201/hungeobull.67.3.8","title":"Judson, P.: The Habsburg Empire: A New History","year":2018,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"European Political History Analysis","field":"Arts and Humanities","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":"Lakehead University","funders":"National Research, Development and Innovation Office; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal","keywords":"Empire; Ancient history; History; Art","score_opus":0.02990599221926431,"score_gpt":0.20886757461330577,"score_spread":0.17896158239404145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895445990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07379375,0.47527826,0.0030810689,0.13325788,0.0048346673,0.000034625034,0.0012859695,0.00009804389,0.30833578],"genre_scores_gemma":[0.72251755,0.15377916,0.0034331458,0.0094718635,0.0024644397,0.00005563086,0.00079083873,0.00019170393,0.107295536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978584,0.000062318504,0.000012490558,0.0000283952,0.000042431886,0.00006847647],"domain_scores_gemma":[0.9997198,0.00011672245,0.00004089559,0.00001994826,0.000053802807,0.00004888539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056605856,0.00034261716,0.00031920723,0.0023908312,0.0026111333,0.003934172,0.0005429312,0.00141686,0.010340886],"category_scores_gemma":[0.0010838675,0.00027756905,0.00013478388,0.0042752093,0.0047736974,0.005235684,0.0017270343,0.0018508591,0.00095258286],"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":[0.00029631684,0.000047273865,0.006633297,0.00037481094,0.000038656322,0.0007303254,0.010665438,0.0006443035,0.0005160544,0.43994647,0.34076676,0.1993403],"study_design_scores_gemma":[0.000019651494,0.000022065688,0.027134242,0.00073474506,0.000027209418,0.0002414794,0.0070049684,0.00014245979,0.00042743667,0.051784582,0.91243696,0.000024184592],"about_ca_topic_score_codex":0.028577028,"about_ca_topic_score_gemma":0.06762025,"teacher_disagreement_score":0.028577028,"about_ca_system_score_codex":0.003315738,"about_ca_system_score_gemma":0.0020803201,"threshold_uncertainty_score":0.056821406},"labels":[],"label_agreement":null},{"id":"W2926292303","doi":"10.15201/hungeobull.68.1.2","title":"The Devdoraki Glacier Catastrophes, Georgian Caucasus","year":2019,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":19,"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 Northern British Columbia","funders":"Shota Rustaveli National Science Foundation; National Science Foundation","keywords":"Geology; Glacier; Advanced Spaceborne Thermal Emission and Reflection Radiometer; Surge; Physical geography; Digital elevation model; Volcano; Lava; Natural hazard; Geomorphology; Oceanography; Seismology; Remote sensing; Geography","score_opus":0.006158304811213936,"score_gpt":0.17787771139753042,"score_spread":0.1717194065863165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926292303","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":[0.994651,0.00043599046,0.00010137299,0.00008326731,0.000012816732,0.000017378256,0.0015964012,0.000016991708,0.0030847732],"genre_scores_gemma":[0.99563026,0.00033983198,0.00025564566,0.00003604173,0.0000074186523,0.000016642964,0.0027852166,0.000007689111,0.000921109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991655,0.00000828934,0.000006706053,0.000023903429,0.00002096538,0.000023605622],"domain_scores_gemma":[0.9998559,0.0000086397495,0.000048060512,0.000012156561,0.000028646453,0.000046699988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011533971,0.0002486112,0.00019221833,0.0012712133,0.000391501,0.000516196,0.00017624968,0.00020260796,0.0010085577],"category_scores_gemma":[0.00025193536,0.00009611781,0.00020645969,0.0008988193,0.0003076131,0.0002091607,0.00060744135,0.0002169669,0.00023861154],"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":[0.00011581581,0.000050680985,0.9591815,0.00021616927,0.000094892544,0.002184307,0.0028278262,0.0023299484,0.002428713,0.00085664325,0.0053900797,0.02432354],"study_design_scores_gemma":[0.000003222605,0.000008192227,0.9938492,0.000030890114,0.0000115442035,0.00024879695,0.001344561,0.00047263165,0.000056549554,0.00009320281,0.0038757047,0.0000054304787],"about_ca_topic_score_codex":0.11740277,"about_ca_topic_score_gemma":0.21484236,"teacher_disagreement_score":0.11740277,"about_ca_system_score_codex":0.0008301981,"about_ca_system_score_gemma":0.0010526272,"threshold_uncertainty_score":0.23343879},"labels":[],"label_agreement":null},{"id":"W3040594940","doi":"10.15201/hungeobull.69.2.6","title":"A 54-year record of changes at Chalaati and Zopkhito glaciers, Georgian Caucasus, observed from archival maps, satellite imagery, drone survey and ground-based investigation","year":2020,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":14,"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 Northern British Columbia","funders":"","keywords":"Glacier; Geology; Georgian; Physical geography; Glacier morphology; Aerial survey; Cirque glacier; Climate change; Debris; Glacier mass balance; Climatology; Geography; Remote sensing; Oceanography; Ice stream; Cryosphere","score_opus":0.039054984179126284,"score_gpt":0.1945073874671311,"score_spread":0.1554524032880048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040594940","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":[0.9960055,0.00032261957,0.00012961362,0.00002470883,0.0000053646863,0.000007702593,0.002337085,0.000019870584,0.001147565],"genre_scores_gemma":[0.9944764,0.00026009657,0.0004279115,0.000013514566,0.0000046849495,0.0000093116005,0.0040366715,0.0000065312734,0.0007647985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990606,0.0000066418775,0.000009481451,0.000033977478,0.000025888026,0.00001786743],"domain_scores_gemma":[0.9996736,0.000019819608,0.00012810869,0.000033560824,0.00008676719,0.000058182337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016576496,0.00016797213,0.00015535967,0.001468756,0.00031423566,0.0003100587,0.00015669058,0.00015210887,0.00062942255],"category_scores_gemma":[0.0003130632,0.00008156956,0.0001117432,0.0015296559,0.00024736184,0.00026972077,0.0003505338,0.0001772736,0.00021759629],"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":[0.00004751949,0.00001583739,0.9694662,0.0000964765,0.000053916523,0.00036368446,0.0018517278,0.0004295844,0.005141987,0.00011058163,0.0012760311,0.021146463],"study_design_scores_gemma":[4.1411707e-7,0.0000034022867,0.998596,0.000004884508,0.000003894804,0.000056042703,0.00023610503,0.00006179702,0.000052838386,0.000007782953,0.0009751174,0.0000018272399],"about_ca_topic_score_codex":0.08129739,"about_ca_topic_score_gemma":0.24621737,"teacher_disagreement_score":0.08129739,"about_ca_system_score_codex":0.00046397815,"about_ca_system_score_gemma":0.00066862715,"threshold_uncertainty_score":0.1616484},"labels":[],"label_agreement":null},{"id":"W3117696338","doi":"10.15201/hungeobull.69.4.4","title":"Socially sustainable urban renewal in emerging economies: A comparison of Magdolna Quarter, Budapest, Hungary and Albert Park, Durban, South Africa","year":2020,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"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":"Department of Higher Education and Training","keywords":"Sustainability; Urbanization; Social sustainability; Economic growth; Population; Corporate governance; Psychological intervention; Quarter (Canadian coin); Urban planning; Stakeholder; Environmental planning; Environmental governance; Urban density; Political science; Geography; Business; Sociology; Economics; Public relations; Engineering","score_opus":0.010865835290569125,"score_gpt":0.2126101488068781,"score_spread":0.20174431351630898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117696338","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":[0.9925154,0.0011753752,0.00008055444,0.00016974534,0.000012662463,0.0000954275,0.00011260493,0.0000015343448,0.0058367522],"genre_scores_gemma":[0.9974953,0.0013284488,0.00014611056,0.00004098626,0.0000033032072,0.00007205609,0.00010049092,0.0000025639729,0.0008107127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994211,0.00012101484,0.000034747634,0.000046606732,0.00009469287,0.00028171643],"domain_scores_gemma":[0.99960226,0.00012645738,0.00008283278,0.000017663147,0.00004571931,0.00012507926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008527227,0.00035851385,0.0004867421,0.0019602757,0.0011804524,0.0022745987,0.00048281703,0.0003355849,0.002239377],"category_scores_gemma":[0.0011543527,0.00021389124,0.0003415704,0.0025232155,0.0019287263,0.0014639288,0.0021168494,0.00053340115,0.00013416327],"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":[0.0016874033,0.0013314907,0.39166915,0.0055521047,0.00049775833,0.025804011,0.27870613,0.003508394,0.0073476206,0.06597387,0.004582887,0.21333918],"study_design_scores_gemma":[0.00009370376,0.00034309033,0.6614549,0.00075698155,0.00009178907,0.0011900867,0.30002013,0.0003519334,0.00064987683,0.0012391892,0.033781562,0.000026678994],"about_ca_topic_score_codex":0.02579004,"about_ca_topic_score_gemma":0.07402106,"teacher_disagreement_score":0.02579004,"about_ca_system_score_codex":0.0045547797,"about_ca_system_score_gemma":0.003912719,"threshold_uncertainty_score":0.051279843},"labels":[],"label_agreement":null},{"id":"W4387222528","doi":"10.15201/hungeobull.72.3.3","title":"From geopolitical fault-line to frontline city: changing attitudes to memory politics in Kharkiv under the Russo-Ukrainian war","year":2023,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; University of Toronto","keywords":"Geopolitics; Politics; Ukrainian; Context (archaeology); Decolonization; Political science; Gender studies; Sociology; Law; History","score_opus":0.03096213794243059,"score_gpt":0.3058244412543775,"score_spread":0.27486230331194694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387222528","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":[0.9989631,0.00007135625,0.000022123777,0.00018855168,0.0000053114736,0.0000025049412,0.000008942642,7.1221626e-7,0.0007372567],"genre_scores_gemma":[0.9995666,0.00005345494,0.000011809121,0.00006714702,0.0000018196157,0.0000020502475,0.000009211103,8.191341e-7,0.00028718016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993436,0.00025550637,0.000024782257,0.000073672556,0.00006427421,0.00023816629],"domain_scores_gemma":[0.9994387,0.0001196493,0.0002023613,0.000029709478,0.0000711625,0.00013853733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080488354,0.00017238375,0.0002587691,0.00046128937,0.002783804,0.0028885056,0.00040557337,0.0006342714,0.0022112424],"category_scores_gemma":[0.0013121121,0.00017136113,0.00016153486,0.00055672234,0.0027681119,0.0013597762,0.0022383258,0.0009888192,0.0002246855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019212489,0.00011946861,0.3292156,0.00011475497,0.00003736821,0.0013121123,0.6498855,0.00014629046,0.0016175368,0.001958665,0.0011078949,0.01429269],"study_design_scores_gemma":[0.0000043324053,0.00007761607,0.2139017,0.00004711569,0.000009347658,0.00019162534,0.7800128,0.00007124639,0.0003272533,0.00016310575,0.005178147,0.000015644322],"about_ca_topic_score_codex":0.037073743,"about_ca_topic_score_gemma":0.06303743,"teacher_disagreement_score":0.037073743,"about_ca_system_score_codex":0.0027917828,"about_ca_system_score_gemma":0.0013431918,"threshold_uncertainty_score":0.073715866},"labels":[],"label_agreement":null}]}