{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"d62c5586989f","filters":{"venue":"City Territory and Architecture"}},"results":[{"id":"W4281488618","doi":"10.1186/s40410-022-00161-6","title":"Strategies of visibility in the smart city","year":2022,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Malmö Högskola; Svenska Forskningsrådet Formas","keywords":"Visibility; Smart city; Confusion; Architectural engineering; Computer science; Computer security; Internet of Things; Telecommunications; Engineering; Geography; Psychology","authors":[{"name":"Fredrik Torisson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01062670244034047,"gpt":0.2039438963485619,"spread":0.1933171939082214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265161,0.0006521819,0.0003727135,0.002411972,0.006444352,0.0131229,0.0009696184,0.002356252,0.002644291],"category_scores_gemma":[0.005257751,0.0003524391,0.0005512638,0.0018843,0.03701527,0.008556324,0.01133088,0.001985914,0.0002451597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008470564,"about_ca_system_score_gemma":0.006308386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515052,"about_ca_topic_score_gemma":0.01172998,"domain_scores_codex":[0.9940608,0.003644164,0.0001388026,0.0004129556,0.0007699471,0.0009734036],"domain_scores_gemma":[0.9964624,0.001680824,0.0003981438,0.0005581478,0.0004873039,0.0004132128],"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":[0.000007262054,0.000007169534,0.0007343231,0.00001818195,0.000004219646,0.000114595,0.0291617,0.0004102834,0.000167416,0.9662484,0.0002748734,0.002851578],"study_design_scores_gemma":[0.00002275113,0.00005003305,0.002101628,0.0002361538,0.00002630393,0.0003914398,0.1625137,0.005406515,0.001246157,0.7412792,0.08668624,0.0000397635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3750527,0.001059953,0.05872517,0.007664106,0.00006447217,0.0001344383,0.00004676408,0.0001056703,0.5571467],"genre_scores_gemma":[0.996245,0.00009700405,0.001483983,0.000045468,0.00000241795,0.00002134187,0.000005108525,0.00001116149,0.00208864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01515052,"threshold_uncertainty_score":0.06145853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119936133","doi":"10.1186/s40410-014-0017-y","title":"Local security policies and the protection of territory: an analysis of the Italian experience (2007-2009)","year":2015,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Università degli Studi di Sassari; Ministero dell’Istruzione, dell’Università e della Ricerca; University of Leicester; York University; Scuola Normale Superiore; University of Minnesota; Emory University","keywords":"Dimension (graph theory); Corporate governance; Government (linguistics); Regional science; Identification (biology); Variable (mathematics); Security analysis; Public administration; Local government; Political science; Security policy; Public economics; Business; Geography; Computer security; Economics; Computer science; Finance","authors":[{"name":"Marco Calaresu","is_ca":false},{"name":"Mauro Tebaldi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02164931982400842,"gpt":0.2695029094065712,"spread":0.2478535895825628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320173,0.00009896947,0.0002648197,0.0006427171,0.002014409,0.001737395,0.0004718852,0.0004290534,0.003309486],"category_scores_gemma":[0.00260516,0.0001656059,0.0001960278,0.001968767,0.002626421,0.001258555,0.002356808,0.0008547999,0.0002809581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004519659,"about_ca_system_score_gemma":0.001963463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1216927,"about_ca_topic_score_gemma":0.2127478,"domain_scores_codex":[0.9989644,0.0004416993,0.00003283908,0.00007665463,0.0001203825,0.0003639223],"domain_scores_gemma":[0.9986451,0.0004344788,0.0004284541,0.0001059168,0.0001036483,0.0002823939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001241486,0.000169094,0.3735299,0.0002023719,0.00003235826,0.001855769,0.5789986,0.0005716636,0.0006146487,0.01102669,0.005893106,0.02698165],"study_design_scores_gemma":[0.000004567081,0.00008081445,0.6575159,0.0000952613,0.0000112363,0.0004024455,0.3124869,0.0001760883,0.000109179,0.0001656683,0.0289342,0.00001769241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902965,0.0001947479,0.00003954921,0.0006906279,0.0000042202,0.000005677903,0.0000662662,0.000002129612,0.008700264],"genre_scores_gemma":[0.9980883,0.0002491892,0.00002109102,0.00004935365,0.000004977687,0.000005811176,0.00006971627,0.000002428811,0.001509184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216927,"threshold_uncertainty_score":0.2419687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117414530","doi":"10.1186/s40410-015-0025-6","title":"Troublesome trade-offs: balancing urban activities and values when securing a city-centre governmental quarter","year":2015,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Externality; Situated; Homeland security; Business; Quarter (Canadian coin); Value (mathematics); Computer security; Computer science; Terrorism; Economics; Geography; Political science; Law","authors":[{"name":"Sunniva Frislid Meyer","is_ca":false},{"name":"Sissel Haugdal Jore","is_ca":false},{"name":"Kjell Werner Johansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02457125646708145,"gpt":0.2713741189272371,"spread":0.2468028624601556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003453246,0.0004039026,0.0003601577,0.001295972,0.006477845,0.007323787,0.001367819,0.001400851,0.005061446],"category_scores_gemma":[0.005129809,0.0003085727,0.0002695791,0.001379969,0.011504,0.004487601,0.00879214,0.001756944,0.0003917982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005461554,"about_ca_system_score_gemma":0.003095224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005413124,"about_ca_topic_score_gemma":0.02212011,"domain_scores_codex":[0.994943,0.003095138,0.0001142979,0.0002418312,0.0005504391,0.001055276],"domain_scores_gemma":[0.9977156,0.0005940361,0.000378963,0.0002679627,0.0002968844,0.0007466213],"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":[0.0003378338,0.0005250393,0.08205974,0.0002855656,0.0000806898,0.002400272,0.208369,0.00385935,0.004036921,0.5278119,0.008326404,0.1619072],"study_design_scores_gemma":[0.00003007387,0.0003763666,0.08801676,0.0004503118,0.00005006691,0.001051379,0.6242766,0.00534298,0.002475192,0.1934573,0.08437898,0.00009391434],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610301,0.0002933527,0.0148295,0.008213506,0.00005502252,0.00009024858,0.00003189145,0.00004693632,0.1154094],"genre_scores_gemma":[0.9965373,0.00005979379,0.00193803,0.0001364669,0.000005116793,0.00001930553,0.000006659442,0.00001043182,0.001286976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007323787,"threshold_uncertainty_score":0.03962654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163538165","doi":"10.1186/s40410-021-00134-1","title":"Autopia as new perceptual regime: mobilized gaze and architectural design","year":2021,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National and Kapodistrian University of Athens; Stavros Niarchos Foundation; National Technical University of Athens; Eidgenössische Technische Hochschule Zürich; Aristotle University of Thessaloniki; York University","keywords":"Architecture; Perception; Sociology; Aesthetics; Urban design; Gaze; Architectural engineering; Construct (python library); Urban planning; Space (punctuation); Relation (database); Photography; Visual arts; Computer science; Epistemology; Engineering; Civil engineering; Art; Artificial intelligence","authors":[{"name":"Marianna Charitonidou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03989189463547647,"gpt":0.2483745534729897,"spread":0.2084826588375132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135203,0.0002745971,0.0001959237,0.001603773,0.002746107,0.005468904,0.0004915438,0.001092988,0.006059681],"category_scores_gemma":[0.004313461,0.0002136672,0.0002206158,0.0006679759,0.02046378,0.004110919,0.005560148,0.001336559,0.0002788741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514881,"about_ca_system_score_gemma":0.0008978461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005489379,"about_ca_topic_score_gemma":0.005363245,"domain_scores_codex":[0.9981967,0.001205532,0.00003134047,0.0001980542,0.0002017507,0.0001667762],"domain_scores_gemma":[0.9979456,0.001198067,0.0002649097,0.0002685958,0.0001876117,0.0001351627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006060856,0.00003532202,0.005051394,0.0001013809,0.00001435344,0.0003617987,0.5213527,0.0004467892,0.003562593,0.4403589,0.001566277,0.02708774],"study_design_scores_gemma":[0.00006215795,0.0001697262,0.02256236,0.0005321608,0.00004441271,0.0009800474,0.5360079,0.003272862,0.002806356,0.2733329,0.1601337,0.00009542041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4826765,0.001750865,0.01326364,0.005265937,0.00008606967,0.00003508325,0.00003061442,0.00009022571,0.496801],"genre_scores_gemma":[0.9963965,0.0001688796,0.0006828407,0.00006070459,0.000009747987,0.000008118226,0.00000380387,0.00001328996,0.002656125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006059681,"threshold_uncertainty_score":0.02027166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413230300","doi":"10.1186/s40410-025-00278-4","title":"Thinking beyond green space: exploring a development project for aligning with UN SDGs by incorporating social value in architecture","year":2025,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; HEC Montréal","funders":"Concordia University","keywords":"Architecture; Sustainable development; Value (mathematics); Space (punctuation); Sociology; Environmental ethics; Political science; Computer science; Ecology; Geography; Biology","authors":[{"name":"Shantanu Biswas Linkon","is_ca":true},{"name":"Carmela Cucuzzella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178689997363293,"gpt":0.2174353538222026,"spread":0.2056484538485697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007940052,0.0005376629,0.0002458648,0.001457603,0.005220004,0.01018343,0.001794817,0.003238325,0.005752343],"category_scores_gemma":[0.004368405,0.0002685358,0.0006430575,0.002275604,0.009178369,0.0104749,0.01105171,0.003858504,0.0008009814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00803152,"about_ca_system_score_gemma":0.01613427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205808,"about_ca_topic_score_gemma":0.01268367,"domain_scores_codex":[0.9948081,0.003508627,0.00007420374,0.0002454451,0.0006079704,0.0007555346],"domain_scores_gemma":[0.9978305,0.0009398153,0.0001331818,0.0001560404,0.0003295719,0.0006108785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004106847,0.0003471879,0.00327572,0.0003084498,0.0000101285,0.0008353276,0.0261515,0.001705904,0.0009020282,0.8883737,0.007912337,0.07013661],"study_design_scores_gemma":[0.00005994269,0.0003837347,0.004497982,0.001148103,0.00003067164,0.0004907542,0.1325559,0.009785067,0.001579845,0.4405573,0.4088614,0.00004927757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3139293,0.004052589,0.06013616,0.104305,0.0007005001,0.0009197347,0.0001651018,0.0002114236,0.5155802],"genre_scores_gemma":[0.8844731,0.003380853,0.0820572,0.003324688,0.00007009099,0.0005387212,0.0001289248,0.0001121642,0.02591411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01018343,"threshold_uncertainty_score":0.05827302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}