{"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"},"query_hash":"3fce05398213","filters":{"venue":"Spatial development"}},"results":[{"id":"W4389937787","doi":"10.32347/2786-7269.2023.5.80-89","title":"FEATURES OF URBAN REVITALIZATION RIVER TERRITORIES","year":2023,"lang":"en","type":"article","venue":"Spatial development","topic":"Water Resources and Management","field":"Environmental Science","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":"Geography; Environmental planning; Urbanization; Urban planning; Hydropower; Sustainable development; Recreation; Riparian zone; Tourism; Environmental resource management; Legislation; Climate change; Environmental protection; Political science; Environmental science; Habitat; Civil engineering; Economic growth; Ecology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007498856266542011,"gpt":0.1979053099999707,"spread":0.1904064537334287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009533919,0.00006763085,0.00007144635,0.00003178809,0.0000593527,0.0000111042,0.0001100097,0.00002028653,0.0003005294],"category_scores_gemma":[0.000007676191,0.00005637835,0.00001814144,0.0001630535,0.00005065787,0.00004935227,0.0002349287,0.00002048091,0.0002737319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005445172,"about_ca_system_score_gemma":0.00000431177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151846,"about_ca_topic_score_gemma":0.0003854142,"domain_scores_codex":[0.9993383,0.00001220891,0.0001345902,0.0001356509,0.0002488195,0.0001304047],"domain_scores_gemma":[0.9998222,0.000004355536,0.00004306541,0.00009540551,0.000004023123,0.00003095124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003758329,0.0001080944,0.440983,0.0001410416,0.00007238604,0.00002452317,0.02773274,0.001347605,0.003272843,0.0008437413,0.1698711,0.3555653],"study_design_scores_gemma":[0.00007213355,0.0000125683,0.6418792,0.00001219179,0.000002861932,1.713108e-7,0.00004196166,0.00002560357,0.005541935,0.00008896686,0.3522543,0.0000681339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646165,0.00003699516,0.002658312,0.0004618533,0.0006704875,0.0005014449,0.000007127041,0.0001762862,0.03087101],"genre_scores_gemma":[0.9923182,0.00001220851,0.001339363,0.0000517295,0.0000403326,0.00001777261,0.00005010488,0.00000776325,0.006162541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3554972,"threshold_uncertainty_score":0.3518362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390403094","doi":"10.32347/2786-7269.2023.6.100-110","title":"PREREQUISITES FOR THE CREATION OF A SINGLE STUDENT QUARTER WITHIN THE BOUNDARIES OF DIEDRICHSON, MECHNYKOVA, NISHCHINSKY AND DYUKIVSKA STREETS","year":2023,"lang":"en","type":"article","venue":"Spatial development","topic":"Diverse Scientific Research in Ukraine","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":"Quarter (Canadian coin); Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02118312077077665,"gpt":0.2749052562261186,"spread":0.2537221354553419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001395455,0.00009986834,0.0001237941,0.00004405388,0.0004134148,0.0001215593,0.0003553344,0.00002736223,0.000197308],"category_scores_gemma":[0.0002010815,0.00005602002,0.00003143107,0.0002966708,0.0007567095,0.0001052086,0.0004109748,0.0000512183,0.00002821939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007437015,"about_ca_system_score_gemma":0.00006409042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004167622,"about_ca_topic_score_gemma":0.001585785,"domain_scores_codex":[0.9984437,0.00004943426,0.0003112819,0.0002311032,0.0007561141,0.0002084097],"domain_scores_gemma":[0.9992785,0.0002417154,0.0001561779,0.0002395274,0.00004142816,0.00004266253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005382562,0.001047844,0.2961899,0.0003383646,0.0006983398,0.000009766744,0.232389,0.004642456,0.1452432,0.006706311,0.0443657,0.2678308],"study_design_scores_gemma":[0.0009018112,0.0004947011,0.86346,0.00007509765,0.00004713539,0.00000160916,0.00714618,0.004456911,0.08163597,0.00264041,0.03887127,0.0002688985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935047,0.0000336121,0.002090099,0.0009350195,0.0003399527,0.001000171,0.00002805442,0.00002553463,0.002042847],"genre_scores_gemma":[0.9970602,0.000006304872,0.001617069,0.00002152918,0.0000138729,0.00008449022,0.00001375944,0.000007179287,0.001175597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672701,"threshold_uncertainty_score":0.3179694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407579113","doi":"10.32347/2786-7269.2024.9.26-34","title":"MODULAR RESIDENTIAL, AS A FUNCTIONAL-TYPOLOGICAL UNIT OF THE STRUCTURE OF A SUCHASNOY RESIDENTIAL QUARTER","year":2024,"lang":"en","type":"article","venue":"Spatial development","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","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":"Quarter (Canadian coin); Modular design; Unit (ring theory); Architectural engineering; Computer science; Engineering; Geography; Psychology; Mathematics education; Archaeology; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02446246349019547,"gpt":0.2778904638667022,"spread":0.2534280003765068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005177215,0.000186665,0.000272429,0.0001612124,0.0003882954,0.00007293931,0.0004647752,0.0002111478,0.002666549],"category_scores_gemma":[0.0001489588,0.0001415046,0.0001622957,0.0004295674,0.0005394829,0.000158022,0.0001744654,0.0002155959,0.00007212919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318409,"about_ca_system_score_gemma":0.002057599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004494661,"about_ca_topic_score_gemma":0.006164318,"domain_scores_codex":[0.9975485,0.0002422575,0.0006099159,0.0003683908,0.0009027112,0.0003282006],"domain_scores_gemma":[0.9992058,0.0001450939,0.0001820085,0.0002172482,0.0001542429,0.00009561585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007712045,0.0005239377,0.1141132,0.0006210014,0.002487993,0.0001225119,0.1543954,0.001029444,0.04256937,0.5615785,0.07543949,0.046348],"study_design_scores_gemma":[0.0006670365,0.00007665066,0.7895097,0.0003063329,0.00008482802,0.00001104596,0.004176098,0.00006352138,0.01824777,0.0318785,0.1544149,0.0005636011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864662,0.0002123522,0.0007317639,0.00383929,0.002475755,0.0003453935,0.00001758386,0.00006840793,0.005843305],"genre_scores_gemma":[0.9939773,0.00003290145,0.000647485,0.00008567217,0.0002676466,0.00001111694,0.00002258919,0.0000159524,0.0049393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6753965,"threshold_uncertainty_score":0.9982451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}