{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"07ab473156cd","filters":{"venue":"Географический вестник = Geographical bulletin"}},"results":[{"id":"W2810681930","doi":"10.17072/2079-7877-2018-1-56-63","title":"Critical toponymics as a direction of geographic research: problems and perspectives","year":2018,"lang":"en","type":"article","venue":"Географический вестник = Geographical bulletin","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Conestoga College","funders":"","keywords":"Geography","authors":[{"name":"Sergei Basik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07464151030597377,"gpt":0.3598562743538193,"spread":0.2852147640478455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003875239,0.0002636177,0.0004349138,0.0007667469,0.001464542,0.0001927694,0.0004986614,0.0004266029,0.00202198],"category_scores_gemma":[0.002624054,0.0002662629,0.0002237525,0.001249392,0.01099613,0.0001711426,0.0002483696,0.0006600722,0.0002096352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051594,"about_ca_system_score_gemma":0.0001841874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887412,"about_ca_topic_score_gemma":0.0008167736,"domain_scores_codex":[0.9955989,0.0009319623,0.0005496765,0.000848012,0.001091737,0.0009797032],"domain_scores_gemma":[0.9967198,0.001265705,0.000128357,0.0003482843,0.001047269,0.0004905917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002509436,0.00081226,0.1422383,0.00008674552,0.0002337568,0.00001269898,0.02826208,0.000001016903,0.0003554564,0.8065688,0.00759011,0.01358776],"study_design_scores_gemma":[0.0007061667,0.0006244302,0.1279425,0.0001718068,0.00004619826,0.00001607027,0.01475812,0.00002033919,0.00008786513,0.08012168,0.7749366,0.0005682419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009933,0.001552644,0.00006931866,0.06772114,0.000477685,0.0006047786,0.00001214153,0.0002435149,0.1283255],"genre_scores_gemma":[0.9944034,0.002157898,0.00104429,0.0002406736,0.0005758339,0.00008631076,0.000005183864,0.00003288981,0.001453527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7673465,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2554462487","doi":"10.17072/2079-7877-2015-1-103-116","title":"TO THE ASSESSMENT OF FOREST ECOSYSTEMS BORDERS QUARTER 2 SPECIALLI PROTECTED NATURAL AREAS (PNA) “CHERNYAYEVSCY FOREST”","year":2015,"lang":"en","type":"article","venue":"Географический вестник = Geographical bulletin","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural forest; Quarter (Canadian coin); Natural (archaeology); Forest ecology; Ecosystem; Forestry; Geography; Agroforestry; Environmental science; Environmental protection; Ecology; Biology; Archaeology","authors":[{"name":"Evgeniy Voronchihina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01383030416899742,"gpt":0.2230641719044425,"spread":0.2092338677354451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000614139,0.0003738349,0.0004700889,0.00003777838,0.0003250216,0.00009294999,0.0006775736,0.000179785,0.0004102935],"category_scores_gemma":[0.0001411578,0.0001365435,0.0003166323,0.0006849431,0.0002888677,0.0000510896,0.0003234808,0.0003950453,0.0001974148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006355589,"about_ca_system_score_gemma":0.00001444572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308256,"about_ca_topic_score_gemma":0.01140971,"domain_scores_codex":[0.9971395,0.0002284745,0.0005433004,0.0005717249,0.0008679507,0.0006490563],"domain_scores_gemma":[0.9988728,0.0002430778,0.0001969332,0.0002172408,0.0001220415,0.0003479399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000211453,0.0005243755,0.9272478,0.00002759412,0.0001714458,0.00001396905,0.0002249488,0.0002253551,0.001394733,0.0006742828,0.05467342,0.01461064],"study_design_scores_gemma":[0.000344234,0.0005964775,0.6756446,0.00003865138,0.0000250992,0.00000660053,0.0008969021,0.0001123017,0.00004331628,0.0003702679,0.3216444,0.000277135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564041,0.0003803405,0.00002474016,0.03824876,0.0004041156,0.001165882,0.00005021776,0.0001066246,0.003215202],"genre_scores_gemma":[0.9978107,0.00005223176,0.0002355853,0.0007331014,0.0005770708,0.0002931582,0.00007173478,0.000005094915,0.000221324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266971,"threshold_uncertainty_score":0.6366886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}