{"meta":{"query_hash":"1b1f07996368","filters":{"venue":"ZARCH"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1b1f07996368","api":"https://metacan.xera.ac/api/v1/cohort?venue=ZARCH"},"results":[{"id":"W2590914491","doi":"10.26754/ojs_zarch/zarch.201671528","title":"De la marginalidad del oído a la construcción auditiva del paisaje urbano","year":2016,"lang":"es","type":"article","venue":"ZARCH","topic":"Noise Effects and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.020446542141289437,"score_gpt":0.3828957843259687,"score_spread":0.3624492421846793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590914491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7671321,0.0013022114,0.009634033,0.015664924,0.0016828465,0.002320766,0.00028543166,0.00033493817,0.20164277],"genre_scores_gemma":[0.96370286,0.00080415857,0.0013553596,0.0016463804,0.0007854308,0.00022533943,0.0000093496465,0.00009256568,0.031378582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939813,0.0032995094,0.00052431086,0.00057047606,0.00043134612,0.0011930425],"domain_scores_gemma":[0.9929057,0.005628788,0.00024365654,0.00067871844,0.00013624335,0.0004069108],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027627728,0.00037485186,0.00046917977,0.00017962286,0.00061700656,0.00009681562,0.0004236288,0.00047532574,0.00297403],"category_scores_gemma":[0.0006587913,0.00026233634,0.00016433833,0.0002322559,0.000502087,0.00014192797,0.0005664303,0.00071438093,0.002299792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026168735,0.0003314786,0.19042382,0.0014480889,0.00023667837,0.00037695142,0.001577921,0.000001402494,0.004743833,0.34423366,0.31205854,0.14430596],"study_design_scores_gemma":[0.0029334412,0.00020169003,0.21733734,0.0024615852,0.00013959967,0.000025908235,0.0005991599,0.00006867433,0.00029923557,0.00481672,0.7706497,0.00046699683],"about_ca_topic_score_codex":0.00067344133,"about_ca_topic_score_gemma":0.000023470733,"teacher_disagreement_score":0.4585911,"about_ca_system_score_codex":0.0003306661,"about_ca_system_score_gemma":0.0007323259,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W2766076938","doi":"10.26754/ojs_zarch/zarch.201782161","title":"El litoral español: más de un cuarto de siglo a la deriva | The Spanish coast: more than a quarter of a century adrift","year":2017,"lang":"es","type":"article","venue":"ZARCH","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Real estate; Political science; Geography; Quarter (Canadian coin); Art; Archaeology","score_opus":0.013812718952968374,"score_gpt":0.3251747777651894,"score_spread":0.311362058812221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766076938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838691,0.0010963605,0.00010978515,0.009091435,0.00039534888,0.0003194406,0.000037134265,0.000037134298,0.005044265],"genre_scores_gemma":[0.9958295,0.0019178374,0.000182785,0.00013513393,0.0011758009,0.000031997068,0.0000026570963,0.000020345195,0.00070394063],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99777454,0.0005050264,0.00027203656,0.00029965962,0.0005195998,0.0006291111],"domain_scores_gemma":[0.99853575,0.000291996,0.00030607346,0.0005767278,0.00014464944,0.00014481922],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010728978,0.00021528295,0.00031048615,0.000046623787,0.0018826969,0.00042022028,0.00086158316,0.00016284635,0.00007320403],"category_scores_gemma":[0.00029776918,0.00016146911,0.00019072401,0.00012589555,0.0011275196,0.0001957537,0.00020228498,0.00027287865,0.000021147547],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004188304,0.00018191269,0.36779687,0.00006904672,0.00011240462,0.000019036073,0.6096732,0.0000017135853,0.0001323599,0.0078695165,0.011445471,0.0026565923],"study_design_scores_gemma":[0.0005106868,0.0001379097,0.900959,0.0001516835,0.00011336371,0.000005347755,0.019723361,0.0001757592,0.00022378769,0.0033045637,0.07444761,0.00024688905],"about_ca_topic_score_codex":0.052488532,"about_ca_topic_score_gemma":0.030157613,"teacher_disagreement_score":0.58994985,"about_ca_system_score_codex":0.000050503473,"about_ca_system_score_gemma":0.00038308185,"threshold_uncertainty_score":0.9994167},"labels":[],"label_agreement":null},{"id":"W4295206997","doi":"10.26754/ojs_zarch/zarch.2022186179","title":"Fin de siglo en Alicante. La arquitectura y sus arquitectas (1990-1999)","year":2022,"lang":"es","type":"article","venue":"ZARCH","topic":"Urbanism, Landscape, and Tourism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AS Composite (Canada)","funders":"","keywords":"Humanities; Art; Persona","score_opus":0.014288425855503837,"score_gpt":0.2991117766426958,"score_spread":0.28482335078719195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295206997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165546,0.0056236265,0.0000496607,0.009456405,0.0016756866,0.0005772793,0.00024642973,0.00024757168,0.0655688],"genre_scores_gemma":[0.98435944,0.0014485344,0.00010120848,0.00052703044,0.0018249665,0.0001377686,0.000018165909,0.000049559872,0.011533337],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518806,0.0015621108,0.00037993726,0.00062080735,0.00109374,0.0011553628],"domain_scores_gemma":[0.99780375,0.0013199648,0.0001734752,0.00040189136,0.00006967906,0.00023126314],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002120363,0.00034133368,0.00047375128,0.00020499957,0.0022068983,0.0002623567,0.0009525548,0.0001803557,0.0017311304],"category_scores_gemma":[0.0003218416,0.00033626778,0.0002618157,0.0009522429,0.00048774932,0.00009365718,0.0008087962,0.0008448833,0.00016005394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042052378,0.0010256586,0.09985967,0.0002146629,0.0008110608,0.00089561334,0.58123046,0.00019075864,0.0017124304,0.03538111,0.23233987,0.045918155],"study_design_scores_gemma":[0.00078674476,0.0003812045,0.026002765,0.00002681716,0.00012302276,0.000029842095,0.014309326,0.00010823258,0.000148421,0.00225136,0.95531446,0.00051777967],"about_ca_topic_score_codex":0.010967087,"about_ca_topic_score_gemma":0.0012862855,"teacher_disagreement_score":0.7229746,"about_ca_system_score_codex":0.00035473306,"about_ca_system_score_gemma":0.00053086254,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W4380990863","doi":"10.26754/ojs_zarch/zarch.201429332","title":"Rethinking Dwelling and Building. On Martin Heidegger's conception of Being as Dwelling and Jern Utzon's Architecture of Well-being","year":2014,"lang":"en","type":"article","venue":"ZARCH","topic":"Phenomenology and Existential Philosophy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; University of Cambridge; McGill University; University of Minnesota","keywords":"Architecture; Context (archaeology); German; Space (punctuation); Postmodernism; Sociology; Order (exchange); Epistemology; Aesthetics; Philosophy; Visual arts; History; Art; Linguistics; Archaeology","score_opus":0.01899387566677799,"score_gpt":0.2893161261116917,"score_spread":0.2703222504449137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380990863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95224667,0.00030468247,0.0031048304,0.00068128714,0.0002729618,0.00016321895,0.0000014610445,0.0000379775,0.043186937],"genre_scores_gemma":[0.9978715,0.00003323385,0.0014035904,0.00023778384,0.0002976936,0.000005885381,0.0000052963865,0.000028602752,0.000116386516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99840117,0.0002590883,0.00039499736,0.00043494435,0.0001787948,0.00033098104],"domain_scores_gemma":[0.9989669,0.00039670442,0.00022654067,0.0002904445,0.000048298272,0.00007112979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007598617,0.00018605079,0.0003668874,0.00020486506,0.00017364888,0.00001613383,0.00015858588,0.0002150548,0.00007946311],"category_scores_gemma":[0.00007859554,0.00018706138,0.000061237646,0.00012820747,0.00035962142,0.000052255662,0.00009834786,0.0004980604,0.00001825769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014478364,0.00022464333,0.038266454,0.0005477478,0.0003850589,0.00003263461,0.06472023,0.0015661542,0.09192997,0.7265078,0.000056556837,0.07431495],"study_design_scores_gemma":[0.0013994271,0.000945764,0.0048729996,0.00048979267,0.00009124749,0.000045585093,0.00054694206,0.001173608,0.013408049,0.9755613,0.0010999632,0.00036531032],"about_ca_topic_score_codex":0.000117441574,"about_ca_topic_score_gemma":0.00000504929,"teacher_disagreement_score":0.24905355,"about_ca_system_score_codex":0.000012150565,"about_ca_system_score_gemma":0.0000084835265,"threshold_uncertainty_score":0.76281416},"labels":[],"label_agreement":null},{"id":"W4391345124","doi":"10.26754/ojs_zarch/zarch.2023219756","title":"A Critical Perspective on the Current State of Collective Housing. A Conversation with Carmen Espegel","year":2023,"lang":"en","type":"article","venue":"ZARCH","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Perspective (graphical); Current (fluid); State (computer science); Sociology; Computer science; Engineering; Communication; Electrical engineering; Artificial intelligence; Programming language","score_opus":0.04961389652025423,"score_gpt":0.38242592843757717,"score_spread":0.33281203191732295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391345124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83356696,0.0001416182,0.00015325741,0.022870427,0.0002578229,0.0009076548,0.000045847737,0.00014769736,0.14190872],"genre_scores_gemma":[0.99929947,0.00004043017,0.000036994727,0.00005063104,0.000051720173,0.000037253947,4.1433523e-7,0.000007337772,0.0004757388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884367,0.00024965047,0.00007881052,0.00015743458,0.00045126802,0.00021916506],"domain_scores_gemma":[0.9982064,0.0012601947,0.00004511834,0.00009004906,0.00036343242,0.000034833643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038707678,0.00006254574,0.00011459483,0.00006959642,0.00036629327,0.00002385959,0.00010066935,0.00000863121,0.000027193582],"category_scores_gemma":[0.0008491911,0.000040627303,0.000027027569,0.0009212504,0.0012359311,0.00004131099,0.000040997827,0.00012359455,0.0000363422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002410289,0.000115861934,0.0119958725,0.000016352025,0.00011813591,0.000007735688,0.8829388,0.000051668918,0.000043063872,0.07472801,0.007673507,0.02206995],"study_design_scores_gemma":[0.0011047564,0.0014361624,0.23265721,0.00021524711,0.000105308965,5.615923e-7,0.69527036,0.000887916,0.00065009436,0.0596262,0.007539811,0.0005063886],"about_ca_topic_score_codex":0.0017138954,"about_ca_topic_score_gemma":0.0008974123,"teacher_disagreement_score":0.22066134,"about_ca_system_score_codex":0.0003991618,"about_ca_system_score_gemma":0.00045574977,"threshold_uncertainty_score":0.45538396},"labels":[],"label_agreement":null},{"id":"W4411783836","doi":"10.26754/ojs_zarch/zarch.20252411651","title":"SUSAN LARSON (ed.) - Comfort and Domestic Space in Modern Spain","year":2025,"lang":"en","type":"article","venue":"ZARCH","topic":"Urbanism, Landscape, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Space (punctuation); Engineering; Computer science","score_opus":0.01113197250969084,"score_gpt":0.31813410204340065,"score_spread":0.3070021295337098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411783836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88207287,0.00275514,0.00022240539,0.0032316793,0.0002168593,0.00021141974,0.0000028486318,0.00004821463,0.11123859],"genre_scores_gemma":[0.9864595,0.0008219647,0.00013315976,0.00010154314,0.00007668304,0.0000109282855,0.0000012103266,0.0000045117704,0.012390506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991959,0.00010125611,0.00009420378,0.00017225933,0.0001628493,0.0002735444],"domain_scores_gemma":[0.99963,0.00019577483,0.000018092755,0.00009138627,0.000018229064,0.00004652248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005169678,0.00007233552,0.00014419091,0.000092248934,0.0002696694,0.000044848854,0.000109718065,0.000059509188,0.000037063615],"category_scores_gemma":[0.000085887434,0.0000669278,0.000021363936,0.00022904614,0.00016471282,0.000055719895,0.00006820369,0.00011320471,0.000006004641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003367672,0.000104744795,0.85019314,0.00005120766,0.00003436003,0.000055831977,0.06578225,0.0000072204502,0.000027407898,0.04754746,0.017055918,0.019106785],"study_design_scores_gemma":[0.001960843,0.000098761375,0.731688,0.00021025889,0.00005716773,0.0000019599913,0.018896954,0.0016926453,0.00003214123,0.063960165,0.18089713,0.0005039496],"about_ca_topic_score_codex":0.0054312297,"about_ca_topic_score_gemma":0.012430846,"teacher_disagreement_score":0.16384122,"about_ca_system_score_codex":0.000040248684,"about_ca_system_score_gemma":0.000085839405,"threshold_uncertainty_score":0.8210431},"labels":[],"label_agreement":null}]}