{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4e97fe30271f","filters":{"venue":"Journal of the Bulgarian Geographical Society"}},"results":[{"id":"W4381432779","doi":"10.3897/jbgs.2020.43.2","title":"Territorial features and dynamics in the water quality change in the Topolnitsa and Luda Yana rivers","year":2020,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Pollution; Index (typography); Hydrology (agriculture); Current (fluid); Water pollution; Water resource management; Oceanography; Environmental chemistry; Geology; Ecology; Chemistry","authors":[{"name":"Kristina Gartsiyanova","is_ca":false},{"name":"Marian Varbanov","is_ca":false},{"name":"Atanas Kitev","is_ca":false},{"name":"Stefan Genchev","is_ca":false},{"name":"Stela Georgieva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335568630427042,"gpt":0.2270602318109321,"spread":0.2137045455066617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568735,0.00006892181,0.0002001271,0.001099294,0.000509884,0.0009382947,0.0001912569,0.0001418278,0.001214473],"category_scores_gemma":[0.0006586277,0.0001214059,0.00021022,0.001468624,0.0008759697,0.0003606072,0.000801907,0.0001721374,0.0000774546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192316,"about_ca_system_score_gemma":0.0007843026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06036375,"about_ca_topic_score_gemma":0.1166559,"domain_scores_codex":[0.9996849,0.00008471254,0.0000312277,0.00008343427,0.00004828244,0.00006750994],"domain_scores_gemma":[0.9996054,0.00008275834,0.0001354502,0.00002497509,0.00009223235,0.00005916322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009728585,0.00001812442,0.9837887,0.00003021617,0.00005823854,0.0002738506,0.003603498,0.000849548,0.002510363,0.001566434,0.0001640535,0.007039649],"study_design_scores_gemma":[0.000001438991,0.00001017816,0.9951425,0.000006693502,0.00001109647,0.00006762092,0.003447114,0.0003420857,0.00008068751,0.0001103726,0.0007747855,0.000005472014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998847,0.0001401025,0.00007128163,0.00003425098,0.000001136082,0.00000215122,0.00008406634,0.000002138746,0.0008177338],"genre_scores_gemma":[0.9995665,0.0000554295,0.00004687071,0.000002485099,8.748947e-7,0.000003069417,0.00007616216,0.000001114742,0.0002475305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06036375,"threshold_uncertainty_score":0.1200247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407562930","doi":"10.3897/jbgs.e143055","title":"Multiple factor analysis using water quality index scores and parameters as an approach for evaluating the environmental status of polluted lakes along the Black Sea coast of Bulgaria","year":2025,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Constantine of Preslav University of Shumen","keywords":"Water quality; Environmental science; Black sea; Index (typography); Quality (philosophy); Environmental quality; Geography; Oceanography; Ecology; Geology; Computer science; Biology","authors":[{"name":"Dimitar Dimitrov","is_ca":false},{"name":"Kristina Gartsiyanova","is_ca":false},{"name":"Gratsiela Yordanova","is_ca":false},{"name":"Lidiya Taneva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04331385378451112,"gpt":0.3246779454017822,"spread":0.2813640916172711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003231919,0.0008241145,0.0006204696,0.005165717,0.0005008536,0.001198916,0.0003623322,0.0002986171,0.0008632162],"category_scores_gemma":[0.003809015,0.0001915087,0.001193465,0.004150032,0.0007771334,0.0005661575,0.0009882018,0.0004882435,0.00008542165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008561886,"about_ca_system_score_gemma":0.00113823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459193,"about_ca_topic_score_gemma":0.01787242,"domain_scores_codex":[0.9982249,0.000650869,0.0001892033,0.0003981203,0.0003916222,0.000145214],"domain_scores_gemma":[0.9985864,0.0005700334,0.000300473,0.000118486,0.0003425173,0.00008219443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004963858,0.0001894202,0.8540551,0.0001581567,0.001167379,0.0001793088,0.002394766,0.004998848,0.01437952,0.000637943,0.0005763843,0.1207667],"study_design_scores_gemma":[0.00001524092,0.0004977473,0.9755422,0.00003084175,0.0001599389,0.00006186545,0.002227559,0.01856888,0.001337153,0.0005836349,0.0009269306,0.00004785112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832525,0.0002140319,0.01491395,0.00004957209,0.00002657389,0.0001752365,0.0004192972,0.00007013958,0.0008787572],"genre_scores_gemma":[0.9832854,0.00005482575,0.01594893,0.000006470679,0.000009255357,0.000157126,0.0003180865,0.00001055864,0.0002094309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459193,"threshold_uncertainty_score":0.02901399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381333623","doi":"10.3897/jbgs.2020.42.21","title":"Prof. PhD Lyubomir Antonov Dinev-Kartografov (1911-1986) – The Creator of Specialty “Geography of Tourism” in Bulgaria","year":2020,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta University of the Arts","funders":"","keywords":"Tourism; Bulgarian; Geography; Human geography; Human settlement; Subject (documents); Regional geography; Regional science; Population; Historical geography; Economic geography; Sociology; Library science; Demography; Archaeology","authors":[{"name":"M. Grozeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174133853830896,"gpt":0.2424480404948245,"spread":0.2250346551117349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009799681,0.00100912,0.0007788742,0.002196756,0.001187022,0.002279784,0.0005479241,0.001301643,0.04617169],"category_scores_gemma":[0.001815904,0.0003566608,0.0003012062,0.0008294837,0.000847958,0.001347931,0.001614257,0.001990934,0.029093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004342254,"about_ca_system_score_gemma":0.004050352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007050591,"about_ca_topic_score_gemma":0.007282432,"domain_scores_codex":[0.9992605,0.0001042976,0.0000436906,0.0002139246,0.0001998306,0.000177679],"domain_scores_gemma":[0.9986659,0.00006604593,0.00008864799,0.00001702481,0.0004679146,0.000694468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094501,0.00009769953,0.007415653,0.0008102477,0.0000187355,0.0005228163,0.00147647,0.0007593038,0.001728174,0.008587571,0.7516948,0.226579],"study_design_scores_gemma":[0.000021919,0.0002056198,0.01360112,0.0006162674,0.00001503169,0.001217318,0.001550722,0.0003138969,0.001812454,0.001162357,0.979453,0.00003045602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0784658,0.3321722,0.008578428,0.2456792,0.1432061,0.0004945189,0.00664885,0.001461733,0.1832931],"genre_scores_gemma":[0.2731187,0.09640319,0.002977872,0.013645,0.01454523,0.0002283654,0.001866645,0.000469697,0.5967452],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04617169,"threshold_uncertainty_score":0.1544597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284885288","doi":"10.3897/jbgs.e87749","title":"Insights from feminist geography: positionality, knowledge production, and difference","year":2022,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Critical geography; Human geography; Reflexivity; Knowledge production; Indigenous; Historical geography; Cultural geography; Sociology; TRACE (psycholinguistics); Time geography; Development geography; Gender studies; Feminist philosophy; Social science; Ecology","authors":[{"name":"Annie Elledge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06135888052009469,"gpt":0.3937910264850557,"spread":0.332432145964961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00700163,0.0006143519,0.0005954715,0.003162853,0.005851763,0.008074611,0.001104089,0.002226807,0.004722007],"category_scores_gemma":[0.007630083,0.0003472048,0.0002610385,0.003635057,0.07043567,0.01244884,0.00715768,0.002831652,0.000282685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104546,"about_ca_system_score_gemma":0.005142211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261248,"about_ca_topic_score_gemma":0.01597146,"domain_scores_codex":[0.9937594,0.00499842,0.00009303543,0.0003389839,0.0004490145,0.0003612502],"domain_scores_gemma":[0.9887568,0.009828044,0.0005245763,0.000335803,0.0003217122,0.0002329728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007822643,0.000004873294,0.0006699384,0.0001755876,0.00000333481,0.0001706614,0.1734513,0.0001554384,0.0001108649,0.8153933,0.001441324,0.00841559],"study_design_scores_gemma":[0.000008454746,0.00001757354,0.001713849,0.00106648,0.00000660744,0.0002948089,0.2952615,0.0002774738,0.0003710962,0.4849218,0.2160414,0.00001894287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1455997,0.07906629,0.05886795,0.227995,0.001217522,0.0001201818,0.0003687934,0.00007123292,0.4866934],"genre_scores_gemma":[0.9698654,0.01475145,0.003903485,0.002898098,0.0003004948,0.000108829,0.00004412152,0.00003962808,0.008088572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9941483,"threshold_uncertainty_score":0.07585377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413831673","doi":"10.3897/jbgs.e157780","title":"Advancing protected area management planning in Armenia: A case study of Sevan National Park","year":2025,"lang":"en","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; Ministry of Environment; European Commission","keywords":"National park; Environmental planning; Geography; Environmental resource management; Environmental protection; Archaeology; Environmental science","authors":[{"name":"Arsen Gasparyan","is_ca":false},{"name":"Astghik Danielyan","is_ca":false},{"name":"Aida Papikyan","is_ca":false},{"name":"Arman Kandaryan","is_ca":false},{"name":"Alla Aleksanyan","is_ca":false},{"name":"Areg S. Karapetyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00689585241882549,"gpt":0.2431310592309185,"spread":0.2362352068120931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008056989,0.0002707865,0.000200188,0.000835739,0.004006022,0.002042254,0.001057844,0.001094651,0.002317729],"category_scores_gemma":[0.001056951,0.000160276,0.0001919215,0.001650205,0.001713522,0.0009057015,0.002314517,0.0007804638,0.0001249272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004834576,"about_ca_system_score_gemma":0.002355927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05083006,"about_ca_topic_score_gemma":0.2048343,"domain_scores_codex":[0.9992474,0.0003710997,0.00002350557,0.00005091298,0.00007590991,0.0002312166],"domain_scores_gemma":[0.9996188,0.0001546991,0.00006233056,0.00002936304,0.00003626747,0.00009856989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004630985,0.001424607,0.2693547,0.0009922434,0.0001572085,0.1570914,0.2702695,0.0265646,0.006682075,0.07866079,0.01023325,0.1781065],"study_design_scores_gemma":[0.00004785338,0.0005983861,0.2420691,0.0006365086,0.00005607735,0.007894043,0.6358787,0.006048248,0.0009496694,0.004914591,0.1008336,0.00007334736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844524,0.0002836038,0.0002842159,0.000344688,0.00001088229,0.00004089426,0.00006414297,0.000004999279,0.01451418],"genre_scores_gemma":[0.9967103,0.0002882185,0.0006537339,0.00006133963,0.000003212866,0.00002737006,0.00005882878,0.000002873665,0.00219409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05083006,"threshold_uncertainty_score":0.1010684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381333664","doi":"10.3897/jbgs.2018.39.16","title":"Simple queries - Simple answers. First steps in the spatial databases","year":2018,"lang":"bg","type":"article","venue":"Journal of the Bulgarian Geographical Society","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Simple (philosophy); Computer science; Information retrieval; Database","authors":[{"name":"Sofia Kostadinova","is_ca":false},{"name":"Б. Н. Марков","is_ca":false},{"name":"Н. Н. Петров","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01657595911334822,"gpt":0.2488393950492005,"spread":0.2322634359358523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01018618,0.001660795,0.002072608,0.003521281,0.002839542,0.01007036,0.003905771,0.004150382,0.06239298],"category_scores_gemma":[0.04660399,0.00200812,0.003346968,0.005378203,0.003052659,0.0201186,0.01015116,0.003245794,0.02762473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903894,"about_ca_system_score_gemma":0.00399004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004773328,"about_ca_topic_score_gemma":0.004920705,"domain_scores_codex":[0.9868807,0.003871028,0.002095487,0.001710785,0.004577326,0.0008646728],"domain_scores_gemma":[0.9748344,0.01417096,0.0008586354,0.006052295,0.003409136,0.0006745905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00134299,0.0004576517,0.003951689,0.003084363,0.0002081399,0.001085914,0.00426789,0.005039581,0.006833815,0.5089113,0.1335656,0.3312511],"study_design_scores_gemma":[0.0002720731,0.0002855847,0.001316323,0.0007725554,0.0001648574,0.001604468,0.00296928,0.04132487,0.01735846,0.5305004,0.4031729,0.0002581972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01107019,0.001717362,0.8991455,0.004973811,0.0007911985,0.002119567,0.01370251,0.03291319,0.03356661],"genre_scores_gemma":[0.1174886,0.001561707,0.8153582,0.00205312,0.0003914342,0.001527729,0.02001182,0.004557116,0.03705018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06239298,"threshold_uncertainty_score":0.2087253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}