{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"6345bfb09b0b","filters":{"venue":"Rossijskij žurnal nauk o zemle/Russian journal of earth sciences"}},"results":[{"id":"W3137473736","doi":"10.2205/2020es000741","title":"Evaluation of interdecadal trends in sea ice, surface winds and ocean waves in the Arctic in 1980--2019","year":2021,"lang":"en","type":"article","venue":"Rossijskij žurnal nauk o zemle/Russian journal of earth sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Climatology; The arctic; Sea ice; Oceanography; Arctic; Wind wave; Arctic ice pack; Environmental science","authors":[{"name":"Vitali Sharmar","is_ca":false},{"name":"Margarita Markina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02155846986337594,"gpt":0.2689596461685874,"spread":0.2474011763052114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008983588,0.0001927254,0.0004183769,0.0005723582,0.0001778599,0.0001882847,0.0005291138,0.00008626332,0.0003656724],"category_scores_gemma":[0.0003284074,0.0001246969,0.0001126393,0.001979242,0.0005931121,0.000884151,0.0000317882,0.0006271238,0.000002779876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546021,"about_ca_system_score_gemma":0.0007274566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005597828,"about_ca_topic_score_gemma":0.007678356,"domain_scores_codex":[0.9958291,0.0008574292,0.0009450699,0.0002927393,0.001622749,0.0004529136],"domain_scores_gemma":[0.9985831,0.0004376005,0.0005132696,0.0001540079,0.0001749841,0.0001369841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009530027,0.00008366957,0.9559781,0.00001642993,0.00001298797,0.0001242628,0.002956384,0.02017757,0.00002623134,0.0001633184,0.0000105294,0.02035523],"study_design_scores_gemma":[0.001665235,0.0003696987,0.9444669,0.0003382655,0.00003346384,0.0006436398,0.004224065,0.04594967,0.00004080505,0.002068863,0.00005267733,0.0001466847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929514,0.002002222,0.00002270687,0.002136874,0.0002935161,0.00009666113,0.00001624345,0.000002037236,0.002478325],"genre_scores_gemma":[0.9984744,0.0003455087,0.0008894437,0.0001415299,0.00008320397,1.340445e-7,0.000006194252,0.000003386548,0.00005616893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257721,"threshold_uncertainty_score":0.5084991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311417466","doi":"10.2205/2022es000809","title":"Inverse-forward method for heat flow estimation: case study for the Arctic region","year":2022,"lang":"en","type":"article","venue":"Rossijskij žurnal nauk o zemle/Russian journal of earth sciences","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lithosphere; Geology; Tectonics; Inversion (geology); Arctic; Geophysics; Permafrost; Heat flow; Geothermal gradient; Geodesy; Seismology; Meteorology; Geography; Oceanography","authors":[{"name":"Alexey G. Petrunin","is_ca":false},{"name":"Anatoly Soloviev","is_ca":false},{"name":"Роман Сидоров","is_ca":false},{"name":"А. Д. Гвишиани","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06609008244273279,"gpt":0.296210004946138,"spread":0.2301199225034052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004645721,0.0002057074,0.0003781504,0.0001765633,0.00508303,0.0003692202,0.0006063217,0.00003833175,0.000432684],"category_scores_gemma":[0.0003791931,0.000115737,0.0003081422,0.0007550993,0.0002792989,0.0006356677,0.00004874374,0.0003458326,0.000005294803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001147216,"about_ca_system_score_gemma":0.0002058296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982179,"about_ca_topic_score_gemma":0.001722989,"domain_scores_codex":[0.997327,0.0003363983,0.0007215021,0.0003221512,0.0008034445,0.0004894625],"domain_scores_gemma":[0.9976435,0.001302397,0.0005078359,0.0001584208,0.0001779323,0.0002099036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004759875,0.0001322622,0.06452896,0.00002681765,0.0001200222,0.0004665678,0.003220119,0.84782,0.000003163104,0.000166255,0.001281364,0.08175849],"study_design_scores_gemma":[0.00179603,0.008755393,0.03447564,0.00003034952,0.0001811856,0.009692255,0.03533059,0.8931187,0.00001245077,0.005396844,0.01091303,0.0002975586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5193502,0.005183383,0.4366975,0.02903355,0.005542262,0.003416909,0.0001475481,0.00005338868,0.0005752743],"genre_scores_gemma":[0.951104,0.00005871262,0.04774518,0.0005001904,0.0004542516,0.00002092127,0.000005022635,0.000004485567,0.0001072009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4317538,"threshold_uncertainty_score":0.9962122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320806722","doi":"10.2205/2022es000825","title":"Wavelet analysis of geomagnetically induced currents during the strong geomagnetic storms","year":2022,"lang":"en","type":"article","venue":"Rossijskij žurnal nauk o zemle/Russian journal of earth sciences","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","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":"Russian Science Foundation","keywords":"Geomagnetically induced current; Earth's magnetic field; Geomagnetic storm; Meteorology; Storm; Geophysics; Environmental science; Geology; Physics; Magnetic field","authors":[{"name":"Tatyana Aksenovich","is_ca":false},{"name":"Vladislav Bilin","is_ca":false},{"name":"Yaroslav Saharov","is_ca":false},{"name":"В. Н. Селиванов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585055293782104,"gpt":0.2337668072548913,"spread":0.2179162543170702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002910204,0.0002782297,0.0007073091,0.001500768,0.001929831,0.000324181,0.001386057,0.00005894459,0.01217776],"category_scores_gemma":[0.0001803525,0.000175579,0.0007765641,0.005290484,0.0006229756,0.0005675673,0.00008475843,0.0008685336,0.00001815671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001025652,"about_ca_system_score_gemma":0.0003603255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002965973,"about_ca_topic_score_gemma":0.0009712933,"domain_scores_codex":[0.9948051,0.0005562893,0.00129689,0.0003913473,0.002292245,0.0006581301],"domain_scores_gemma":[0.9974293,0.000328482,0.001370445,0.000322079,0.000168621,0.0003811499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000229273,0.0001642583,0.8008665,0.0000254889,0.0009260311,0.0001302855,0.0009748627,0.161556,0.001217322,0.0001714201,0.0000425909,0.03369597],"study_design_scores_gemma":[0.0005542767,0.001442068,0.9653364,0.00002701442,0.0005232155,0.0002628706,0.001450157,0.02895743,0.0003253698,0.0001042207,0.0007729827,0.0002440166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954352,0.001480844,0.0001399267,0.0006364144,0.0007446402,0.0001065585,0.00009993165,0.00001342021,0.00134307],"genre_scores_gemma":[0.9989516,0.0001026507,0.0003734488,0.00009492894,0.000191587,9.341658e-7,0.000007066238,0.000005628939,0.0002722198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644699,"threshold_uncertainty_score":0.9993695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376257165","doi":"10.2205/2023es000835","title":"Tectonic Activities Description in the Ongoing Collision Zone of the Eurasia-Arabia Plates Using 2D Surface Waves Tomography","year":2023,"lang":"en","type":"article","venue":"Rossijskij žurnal nauk o zemle/Russian journal of earth sciences","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; International Institute of Earthquake Engineering and Seismology; Institute for Advanced Studies in Basic Sciences; University of Tehran","keywords":"Geology; Crust; Tectonics; Seismology; Seismic tomography; Underplating; Rayleigh wave; Tomography; Low-velocity zone; Volcano; Mantle (geology); Continental collision; Sedimentary rock; Surface wave; Inversion (geology); Paleontology; Geophysics; Subduction; Lithosphere","authors":[{"name":"Seyed Hossein Abrehdari","is_ca":false},{"name":"Jon Karapetyan","is_ca":false},{"name":"Habib Rahimi","is_ca":false},{"name":"Eduard Geodakyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03958895425926755,"gpt":0.2530235075204675,"spread":0.2134345532611999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003791397,0.000261632,0.0004791033,0.0005536939,0.001290273,0.0004070021,0.001029604,0.00008956575,0.0001245451],"category_scores_gemma":[0.0001999082,0.0001346143,0.0003443086,0.00387995,0.001112396,0.001107899,0.00005199161,0.0005785731,0.00000941257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006806048,"about_ca_system_score_gemma":0.0003579834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004430414,"about_ca_topic_score_gemma":0.002473261,"domain_scores_codex":[0.9963364,0.0004825509,0.0008729791,0.0002851752,0.001383923,0.0006389557],"domain_scores_gemma":[0.9978428,0.0008311238,0.0008968443,0.000234424,0.00008766088,0.0001071491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009547081,0.00004543478,0.9290516,0.00003763259,0.00006059486,0.00006747742,0.004105812,0.05668791,0.002180438,0.000136793,0.00007499676,0.007455824],"study_design_scores_gemma":[0.0004413119,0.0004284819,0.9776938,0.0005330463,0.00003792739,0.0003498073,0.006292336,0.01077282,0.002286343,0.0007053235,0.0002691559,0.0001896181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929731,0.003954949,0.00004858585,0.0009042756,0.000772838,0.0002019533,0.00002559061,0.00001735287,0.001101281],"genre_scores_gemma":[0.9983848,0.0007183134,0.000617296,0.00007916919,0.0001301462,3.246391e-7,0.000001183949,0.000005817308,0.0000629408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04864221,"threshold_uncertainty_score":0.9923866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}