{"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":"0a3fecefafb0","filters":{"venue":"Proceedings 24th ISUF 2017 - City and Territory in the Globalization Age"}},"results":[{"id":"W2942802183","doi":"10.4995/isuf2017.2017.6020","title":"URBAN LANDSCAPE ASSESSMENT","year":2017,"lang":"en","type":"article","venue":"Proceedings 24th ISUF 2017 - City and Territory in the Globalization Age","topic":"Urban Design and Spatial Analysis","field":"Engineering","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":"","keywords":"Landscape assessment; Geography; Population; Urbanism; Urban landscape; Cultural landscape; Element (criminal law); Place identity; Landscape archaeology; Tourism; Architecture; Sense of place; Urban planning; Environmental planning; Landscape design; Sociology; Archaeology; Political science; Civil engineering; Economic geography; Engineering","authors":[{"name":"Vicente Collado Capilla","is_ca":false},{"name":"Sonia Gómez-Pardo Gabaldón","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0214644986882777,"gpt":0.25484935333741,"spread":0.2333848546491323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009243887,0.001136813,0.0006416469,0.007737398,0.001249478,0.004359243,0.001114101,0.0006059897,0.09963494],"category_scores_gemma":[0.002553104,0.0004049228,0.0009415963,0.006571066,0.000462226,0.001753479,0.003312282,0.0006878708,0.02955899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893132,"about_ca_system_score_gemma":0.001863949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452153,"about_ca_topic_score_gemma":0.03279348,"domain_scores_codex":[0.997933,0.0002298903,0.0001072823,0.0002251911,0.001351062,0.0001535269],"domain_scores_gemma":[0.998466,0.0001051717,0.00007058811,0.0001405243,0.001113181,0.0001045908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001037958,0.00006712967,0.01401678,0.0006220887,0.00008081738,0.0001961271,0.0006642764,0.006617043,0.001273703,0.02485972,0.2166246,0.7348738],"study_design_scores_gemma":[0.0000172353,0.00004271965,0.02483193,0.0004306111,0.00004452616,0.0002437039,0.001906887,0.006904156,0.00149848,0.01037617,0.9536468,0.00005686978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01979744,0.002958253,0.06834913,0.001079938,0.0006294713,0.001507017,0.03010798,0.003057704,0.872513],"genre_scores_gemma":[0.3203261,0.005780194,0.1243342,0.000582043,0.0002118662,0.002211669,0.06780814,0.002593735,0.4761519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09963494,"threshold_uncertainty_score":0.3333121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809883089","doi":"10.4995/isuf2017.2017.4809","title":"Contribution of planned built environments to city transformation: urban design practice in Montreal from 1956 to 2016.","year":2017,"lang":"en","type":"article","venue":"Proceedings 24th ISUF 2017 - City and Territory in the Globalization Age","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Urban design; Urban planning; Urbanism; Urban density; Place identity; Architectural engineering; Regional science; Ideology; Landscape urbanism; Sociology; Architecture; Ecological urbanism; Built environment; Urban morphology; Environmental planning; Civil engineering; Geography; Political science; Engineering; Politics","authors":[{"name":"François Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109623563315988,"gpt":0.2453770706954289,"spread":0.2242808350622691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147374,0.0004329632,0.000234631,0.001382601,0.01053285,0.004152937,0.001439707,0.0009755651,0.006801058],"category_scores_gemma":[0.004107869,0.0003116018,0.000285929,0.004688696,0.009996185,0.001561114,0.00285628,0.001281303,0.0003278814],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1575719,"about_ca_system_score_gemma":0.07943417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893993,"about_ca_topic_score_gemma":0.9948473,"domain_scores_codex":[0.9984486,0.0002773693,0.00004036759,0.0001804687,0.0005484511,0.0005047569],"domain_scores_gemma":[0.9984993,0.0003474811,0.0001300625,0.00008440422,0.0004459902,0.0004927847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001231133,0.00004461076,0.02017183,0.0006987335,0.00003126463,0.001778965,0.5169529,0.001702062,0.001377913,0.1597543,0.07670078,0.2206635],"study_design_scores_gemma":[0.000005795499,0.00003093217,0.06243878,0.0003435351,0.00001777061,0.0002976799,0.09147609,0.0004382025,0.0006046745,0.002269269,0.842008,0.00006929775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5069409,0.06008874,0.004432389,0.04275165,0.001124591,0.0001968188,0.002098795,0.0002222485,0.3821439],"genre_scores_gemma":[0.9406475,0.007603891,0.001136203,0.0005957291,0.00005092849,0.00003430416,0.0002480238,0.00004432034,0.04963908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575719,"threshold_uncertainty_score":0.9770972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936382181","doi":"10.4995/isuf2017.2017.6065","title":"Development of urban areas of the Russian Federation on the Trans-Siberian Railway: town-planning a railroad role in the city of Krasnoyarsk.","year":2017,"lang":"en","type":"article","venue":"Proceedings 24th ISUF 2017 - City and Territory in the Globalization Age","topic":"Regional Socio-Economic Development Trends","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":"Human settlement; Quarter (Canadian coin); Tourism; World War II; Urban planning; Geography; Economy; Archaeology; Civil engineering; Engineering","authors":[{"name":"Evgine Petrosyan","is_ca":false},{"name":"Ekaterina Kilina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05438894754099897,"gpt":0.3039857344604536,"spread":0.2495967869194546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002666576,0.0002241243,0.0001499602,0.0006409736,0.001571833,0.001115789,0.0002658676,0.0001897328,0.002838269],"category_scores_gemma":[0.0001873499,0.0001836038,0.0003001596,0.000701139,0.0005395413,0.0003429671,0.001074102,0.0002113672,0.0003958504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651727,"about_ca_system_score_gemma":0.002780424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045879,"about_ca_topic_score_gemma":0.1897427,"domain_scores_codex":[0.9998412,0.00003612268,0.00001153786,0.00002978268,0.00001909368,0.00006225276],"domain_scores_gemma":[0.9999152,0.00000628623,0.00002479509,0.000007565623,0.0000191971,0.00002686171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003010491,0.0001972153,0.8078671,0.0005700451,0.0001444087,0.003829453,0.03331304,0.003411374,0.006023515,0.01741321,0.01029519,0.1166343],"study_design_scores_gemma":[0.000003937581,0.00002750064,0.9726107,0.00006584339,0.00002332623,0.0003144665,0.009151616,0.0004482687,0.0002505671,0.0002135594,0.01688062,0.000009526617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736348,0.001644062,0.0004299206,0.0004702533,0.00004263957,0.00001775681,0.0006077985,0.00003055921,0.02312212],"genre_scores_gemma":[0.9936264,0.0005560324,0.00029874,0.00003198196,0.000004570052,0.000008924794,0.0004169808,0.00001027046,0.005046127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045879,"threshold_uncertainty_score":0.2079582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809942431","doi":"10.4995/isuf2017.2017.6266","title":"The Diagonal City: crossing the social divisions","year":2017,"lang":"en","type":"article","venue":"Proceedings 24th ISUF 2017 - City and Territory in the Globalization Age","topic":"Urban Design and Spatial Analysis","field":"Engineering","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":"Architecture; Space (punctuation); Urban planning; Sociology; Diagonal; Process (computing); Scale (ratio); Urban space; Computer science; Order (exchange); Architectural engineering; Regional science; Geography; Civil engineering; Business; Engineering; Cartography; Archaeology; Mathematics","authors":[{"name":"Roberta Gironi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03524295720399802,"gpt":0.2780936687248562,"spread":0.2428507115208582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140148,0.000397451,0.0003121652,0.001494815,0.01402709,0.01271086,0.0009197416,0.002122373,0.01061868],"category_scores_gemma":[0.002440181,0.0002852086,0.0002849846,0.001957677,0.0302171,0.006889001,0.01311273,0.002444689,0.001192143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008105606,"about_ca_system_score_gemma":0.004876908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02838126,"about_ca_topic_score_gemma":0.0526874,"domain_scores_codex":[0.9957547,0.002701303,0.00006015316,0.0003758071,0.000460963,0.0006470964],"domain_scores_gemma":[0.9991109,0.0002786507,0.0001128826,0.0001195837,0.00009617576,0.0002817945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002915292,0.00003716447,0.001549806,0.00004829507,0.000005271877,0.000527947,0.1502829,0.0002066934,0.0001590624,0.8117236,0.00978076,0.02564942],"study_design_scores_gemma":[0.00002486158,0.00006033318,0.00396519,0.0002832713,0.000008936309,0.0003757327,0.3300871,0.0005280321,0.0002325137,0.1182269,0.5461743,0.00003272977],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2427796,0.004563821,0.005876227,0.02988273,0.0005134389,0.0001153113,0.00007192678,0.0001161879,0.7160807],"genre_scores_gemma":[0.9670689,0.001098258,0.00154881,0.0009261809,0.00005989733,0.00005674271,0.00002963462,0.00004493446,0.02916665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02838126,"threshold_uncertainty_score":0.05881053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}