{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"54288a3a21fa","filters":{"venue":"Russian Journal of Ecosystem Ecology"}},"results":[{"id":"W2747035285","doi":"10.21685/2500-0578-2017-2-4","title":"ADAPTATION TO THE ENVIRONMENT AND TRADITIONAL CULTURE OF THE UPPER PECHORA’S AND KOLVA’S RUSSIAN POPULATION IN THE 19TH CENTURY AND THE FIRST QUARTER OF THE 20TH CENTURY","year":2017,"lang":"en","type":"article","venue":"Russian Journal of Ecosystem Ecology","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Adaptation (eye); History; Population; Ancient history; Demography; Sociology; Archaeology; Psychology","authors":[{"name":"Г. Н. Чагин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681046370902043,"gpt":0.2305335408997605,"spread":0.2137230771907401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00186259,0.0001117128,0.0002504537,0.00004287946,0.001078402,0.0000903629,0.0005726965,0.0001051711,0.00003764453],"category_scores_gemma":[0.00007916877,0.00004481648,0.00009798443,0.00005278918,0.0004421943,0.0001912421,0.00007025458,0.0002246988,9.937772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369265,"about_ca_system_score_gemma":0.00009237292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002286639,"about_ca_topic_score_gemma":0.006610603,"domain_scores_codex":[0.9982677,0.0006642834,0.000478312,0.000132218,0.0002900726,0.0001674696],"domain_scores_gemma":[0.9985478,0.000247173,0.0009158314,0.0002207242,0.0000177547,0.00005073383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001451402,0.00009899802,0.6575974,0.00004248504,0.0001636962,0.000002954282,0.1475442,0.0002088087,0.000005444776,0.1903777,0.001580666,0.002232609],"study_design_scores_gemma":[0.0006783206,0.00004653276,0.9667097,0.00007108571,0.00003667194,0.00003182752,0.01598178,0.0000742054,0.000001048767,0.002322339,0.01398989,0.00005664461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876693,0.0004625382,0.000005190447,0.1084833,0.0006047443,0.0005235196,0.00002416591,0.000001235543,0.002225999],"genre_scores_gemma":[0.9989005,0.0005391584,0.00004086788,0.0002756523,0.0001708759,0.00001360389,0.000001372468,0.000005205329,0.00005275424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3091123,"threshold_uncertainty_score":0.8294303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081598444","doi":"10.21685/2500-0578-2020-2-5","title":"COMMENTARY ON \"KEY ECOLOGICAL PARAMETERS OF IMMOTILE VERSUS LOCOMOTIVE LIFE\" BY V. G. GORSHKOV AND A. M. MAKARIEVA","year":2020,"lang":"en","type":"article","venue":"Russian Journal of Ecosystem Ecology","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Enthusiasm; Key (lock); Scale (ratio); Ecology; Environmental ethics; Psychology; Environmental resource management; Environmental science; Geography; Biology; Philosophy; Social psychology","authors":[{"name":"Ian Hatton","is_ca":true},{"name":"Eric D. Galbraith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652969137539147,"gpt":0.1941238175044681,"spread":0.1775941261290766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002356032,0.0001479859,0.0004924379,0.00004514396,0.00009054226,0.00001329992,0.0001796523,0.00008427099,0.001547861],"category_scores_gemma":[0.00006933317,0.0001081769,0.000090131,0.00007081174,0.0001081367,0.00008787902,0.00004006048,0.0002108659,0.00005262771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001621729,"about_ca_system_score_gemma":0.00001731648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007183076,"about_ca_topic_score_gemma":0.0006099908,"domain_scores_codex":[0.9987651,0.0002087996,0.0004903796,0.0001651244,0.0001439725,0.000226666],"domain_scores_gemma":[0.9988081,0.000446725,0.000393349,0.00006542335,0.00000897984,0.000277371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477471,0.0001433025,0.9575661,0.00007542602,0.0004124019,0.0001420372,0.0004596168,0.001106253,0.00001464666,0.0000431642,0.03469155,0.003867971],"study_design_scores_gemma":[0.003307447,0.01444028,0.9629405,0.00003655244,0.0001234123,0.00006832424,0.001256105,0.001863296,0.0001766064,0.0001000843,0.01542866,0.0002587903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844006,0.0003598342,0.00001209648,0.01196929,0.0004227461,0.0001375873,0.0001260303,0.000005091515,0.002566681],"genre_scores_gemma":[0.9971178,0.0002462919,0.0002315916,0.002284266,0.00009357028,5.309278e-7,0.00001544716,0.00000340005,0.000007157499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01926289,"threshold_uncertainty_score":0.9993649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394775107","doi":"10.21685/2500-0578-2023-4-5","title":"A BRIEF STUDY ON THE GEOGRAPHIC DISTRIBUTION OF MICROPSECTRA RADIALIS GOETGHEBUER, 1931 (DIPTERA, CHIRONOMIDAE)","year":2023,"lang":"en","type":"article","venue":"Russian Journal of Ecosystem Ecology","topic":"Freshwater macroinvertebrate diversity and 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":"","keywords":"Chironomidae; Geography; Distribution (mathematics); Biology; Zoology; Ecology; Mathematics; Larva","authors":[{"name":"Roman P. Gorbunov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178212207388793,"gpt":0.1981323416436678,"spread":0.1863502195697799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001300574,0.0001725825,0.0004482307,0.0001547121,0.0002566321,0.00002744404,0.0006003803,0.0001211503,0.002101419],"category_scores_gemma":[0.00005317057,0.0001235655,0.0002120806,0.0004241385,0.0001789332,0.0001447051,0.0001671964,0.0002761407,0.0006993914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952566,"about_ca_system_score_gemma":0.00003130883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001630461,"about_ca_topic_score_gemma":0.003250434,"domain_scores_codex":[0.9979997,0.0005090088,0.0006439634,0.0002312698,0.0002021051,0.0004139798],"domain_scores_gemma":[0.9988183,0.0002062035,0.0005646216,0.0002700073,0.0000154157,0.0001254018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539158,0.0005602959,0.9718785,0.00002408427,0.0002814411,0.0002936465,0.001294273,0.001441027,0.001233901,0.0009841711,0.02152183,0.0002329568],"study_design_scores_gemma":[0.001168621,0.002045223,0.988738,0.00002065008,0.00007420434,0.0001181955,0.0008590019,0.0004230425,0.0005158008,0.0003208569,0.005573582,0.0001428075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960611,0.00001585051,0.00001487527,0.001751278,0.0008175194,0.0003606805,0.0000797817,0.0000157717,0.0008830831],"genre_scores_gemma":[0.9995826,0.00002008973,0.000007899251,0.0001787571,0.00007611704,0.00000715137,0.00001544195,0.00001100452,0.0001008645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685956,"threshold_uncertainty_score":0.9988108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}