{"meta":{"query_hash":"e277d3021926","filters":{"venue":"Architectus"},"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/e277d3021926","api":"https://metacan.xera.ac/api/v1/cohort?venue=Architectus"},"results":[{"id":"W1123217933","doi":"","title":"Laboratorium zrównoważenia – modelowy budynek uniwersytecki w Vancouver","year":2013,"lang":"pl","type":"article","venue":"Architectus","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.002539151579390754,"score_gpt":0.16440906430873564,"score_spread":0.1618699127293449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1123217933","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":[0.94406056,0.0010868044,0.023186855,0.0006742409,0.004147408,0.0007433514,0.000051964642,0.00090533326,0.025143469],"genre_scores_gemma":[0.99259853,0.00005382981,0.0027845916,0.00020102088,0.00033642628,0.00010338281,0.000009755457,0.0001224242,0.003790052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968255,0.00015129615,0.00057143706,0.00069877884,0.00046202232,0.0012909432],"domain_scores_gemma":[0.99790066,0.0002315019,0.00007734965,0.0010778774,0.00030931298,0.00040331573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033655931,0.00057680404,0.0004987594,0.00025115933,0.00026057343,0.0001583977,0.0006109492,0.00032741766,0.00069509685],"category_scores_gemma":[0.00024034626,0.0005747829,0.00019967766,0.0009780959,0.00024256387,0.0002961362,0.00020483039,0.0008190735,0.00040277358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031231277,0.0002755516,0.0010980216,0.00055670366,0.00017784408,0.000059842427,0.0036852283,0.90327656,0.003131917,0.0046034385,0.025938584,0.05716509],"study_design_scores_gemma":[0.0019566575,0.00040661113,0.006887111,0.00021547663,0.00015516843,0.000022173905,0.0014156881,0.7854213,0.00804324,0.02219416,0.17085706,0.0024253386],"about_ca_topic_score_codex":0.0021556464,"about_ca_topic_score_gemma":0.0005176064,"teacher_disagreement_score":0.14491847,"about_ca_system_score_codex":0.00032847977,"about_ca_system_score_gemma":0.00023366239,"threshold_uncertainty_score":0.9996704},"labels":[],"label_agreement":null},{"id":"W4205110828","doi":"10.37190/arc210207","title":"Disturbance of transparency in the architecture of contemporary glass façades. Part 2","year":2021,"lang":"en","type":"article","venue":"Architectus","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sciencetech (Canada)","funders":"","keywords":"Transparency (behavior); Disturbance (geology); Architecture; Geography; Computer science; Biology; Archaeology; Computer security; Paleontology","score_opus":0.014686008172892522,"score_gpt":0.20591044127612843,"score_spread":0.1912244331032359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205110828","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":[0.8114175,0.0083030565,0.14574021,0.00076087145,0.00027328427,0.00042636914,0.00012651716,0.00010894072,0.032843243],"genre_scores_gemma":[0.99814224,0.00003264864,0.0015924367,0.000086900975,0.00004976149,0.000023279625,0.00002639057,0.000018325427,0.000028014401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9988693,0.000121711615,0.00040129668,0.00016605711,0.0002562221,0.00018543079],"domain_scores_gemma":[0.9992209,0.0003695981,0.000050302853,0.00029538112,0.00003132064,0.00003246828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424887,0.00015055243,0.0002699087,0.00008824449,0.00002270772,0.000006130147,0.0002717017,0.000046206154,0.000023070377],"category_scores_gemma":[0.000032871936,0.00011460009,0.000115494,0.00042986398,0.00009705333,0.000024264487,0.00001860026,0.00026621643,0.0000022155646],"study_design_candidate":"simulation_or_modeling","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":[0.00014654959,0.0003108012,0.008669634,0.0010221278,0.00023242788,0.0002435779,0.025108581,0.80914855,0.022114625,0.00699904,0.0015770039,0.12442709],"study_design_scores_gemma":[0.006574095,0.0010512631,0.4421167,0.0019412313,0.00019127621,0.0006777011,0.002143779,0.029581057,0.21405968,0.22800861,0.07112988,0.0025247103],"about_ca_topic_score_codex":0.000020169373,"about_ca_topic_score_gemma":0.000053574895,"teacher_disagreement_score":0.7795675,"about_ca_system_score_codex":0.000008783594,"about_ca_system_score_gemma":0.000067686786,"threshold_uncertainty_score":0.4673256},"labels":[],"label_agreement":null},{"id":"W4396696956","doi":"10.37190/arc230212","title":"City-forming solutions for quarter development in the designs of the Grupa 5 Architekci studio","year":2023,"lang":"en","type":"article","venue":"Architectus","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Studio; Mathematics; Art; Visual arts; History; Archaeology","score_opus":0.051540757775260314,"score_gpt":0.24896759212627217,"score_spread":0.19742683435101185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396696956","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":[0.665538,0.000112199734,0.33007342,0.0010920066,0.0002344805,0.00096430146,0.000020021826,0.00017402753,0.0017915572],"genre_scores_gemma":[0.9956191,0.000003017398,0.0039161574,0.00010018433,0.00005396727,0.00023532516,0.000009750081,0.000018393592,0.00004406928],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99895304,0.00006866124,0.0002579979,0.00012631816,0.00021804418,0.0003759075],"domain_scores_gemma":[0.9990141,0.0007092949,0.00002861563,0.00020429338,0.000019445046,0.000024251543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047013088,0.00012500928,0.0001269541,0.0001618279,0.00022605761,0.000011893835,0.0003488378,0.000027424057,0.0000034061904],"category_scores_gemma":[0.000048452308,0.000078394354,0.00009044136,0.00053306576,0.000053299813,0.000021882455,0.00006576253,0.00017335935,0.000011533695],"study_design_candidate":"simulation_or_modeling","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":[0.000037090904,0.000070999915,0.0017112652,0.00017239174,0.00014908201,0.0000061163487,0.049084876,0.8048286,0.0035161702,0.009279169,0.003168983,0.12797527],"study_design_scores_gemma":[0.0024381732,0.00034966262,0.5579242,0.00036842836,0.000099212324,0.00009364226,0.0027337272,0.17411989,0.011158256,0.20283557,0.04668569,0.0011935524],"about_ca_topic_score_codex":0.0000065170398,"about_ca_topic_score_gemma":0.00012469225,"teacher_disagreement_score":0.6307087,"about_ca_system_score_codex":0.00002705388,"about_ca_system_score_gemma":0.000052533855,"threshold_uncertainty_score":0.3196829},"labels":[],"label_agreement":null},{"id":"W4412817891","doi":"10.37190/arc250207","title":"Straw bale building – a sketch of the invention’s history","year":2025,"lang":"en","type":"article","venue":"Architectus","topic":"Building energy efficiency and sustainability","field":"Engineering","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":"Sketch; Straw; Architectural engineering; Art; Art history; Visual arts; Engineering; Computer science; Biology; Agronomy; Algorithm","score_opus":0.0036086764330227616,"score_gpt":0.18379781947997514,"score_spread":0.18018914304695238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412817891","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":[0.96612704,0.00063860614,0.005750496,0.000107951884,0.00058916636,0.00008357445,0.0000014942552,0.000116909505,0.026584746],"genre_scores_gemma":[0.9987754,0.0000039663682,0.00040228848,0.00003489529,0.000011995991,0.000010022094,2.9690014e-7,0.0000068366253,0.00075426133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949014,0.000032106487,0.00014351883,0.0000998432,0.00008507092,0.00014931099],"domain_scores_gemma":[0.99960566,0.00005842674,0.000016035847,0.00028288132,0.000019400564,0.000017596873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014599715,0.00007024724,0.00008893253,0.00007202819,0.000042873762,0.0000034516338,0.00021092875,0.00003623375,0.000025254316],"category_scores_gemma":[0.000071909024,0.000056623445,0.00008386786,0.00017935073,0.00009298825,0.00001919926,0.000051416988,0.00013554152,5.4900164e-7],"study_design_candidate":"simulation_or_modeling","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":[0.000024887324,0.00017943974,0.015171262,0.0011708625,0.00014900464,0.000004420146,0.0021758638,0.63905376,0.05878016,0.19086958,0.008312094,0.08410867],"study_design_scores_gemma":[0.0015114489,0.00009752744,0.19443287,0.0005627181,0.00013625999,0.000015518286,0.00046911085,0.111784145,0.12912162,0.15953498,0.40142733,0.00090647326],"about_ca_topic_score_codex":0.00008258735,"about_ca_topic_score_gemma":0.000043437933,"teacher_disagreement_score":0.5272696,"about_ca_system_score_codex":0.00019475128,"about_ca_system_score_gemma":0.00006142517,"threshold_uncertainty_score":0.2309037},"labels":[],"label_agreement":null},{"id":"W4415504958","doi":"10.37190/arc250301","title":"_","year":2025,"lang":"en","type":"article","venue":"Architectus","topic":"Medieval European History and Architecture","field":"Arts and Humanities","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":"Chapel; Quarter (Canadian coin); Foundation (evidence); History of architecture; Architecture","score_opus":0.010147870614937682,"score_gpt":0.20322403319031132,"score_spread":0.19307616257537363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415504958","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07089261,0.00025548515,0.00023165804,0.0007658324,0.000925523,0.00007537411,0.0000057833186,0.00014496456,0.9267028],"genre_scores_gemma":[0.8711847,0.0000033225374,0.000106653984,0.0021705437,0.0003249733,0.0000065979925,0.0000035683856,0.000008680921,0.12619095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994907,0.000043562453,0.000104582185,0.0001389306,0.0000692908,0.00015294903],"domain_scores_gemma":[0.99968827,0.000059513015,0.00001761317,0.00018130295,0.000017655895,0.000035623925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007253882,0.00008164709,0.00008406616,0.000118521784,0.00025526254,0.000036019082,0.00015241331,0.000010185555,0.0020600914],"category_scores_gemma":[0.000042673855,0.000065558175,0.00005590733,0.000032316086,0.0002025444,0.000023202516,0.00004301701,0.00013935311,0.0003845287],"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":[0.000026587495,0.000027233378,0.000043572934,0.00003094962,0.000022210603,0.000011487146,0.013431128,0.000017846873,0.00019768777,0.88409376,0.019813892,0.08228364],"study_design_scores_gemma":[0.00013702438,0.00002299757,0.00014384733,0.000022486634,0.000008522286,0.0000014308386,0.00014487562,0.000014716385,0.0001105954,0.010335429,0.98898464,0.00007342603],"about_ca_topic_score_codex":0.000016743184,"about_ca_topic_score_gemma":0.00010712747,"teacher_disagreement_score":0.96917075,"about_ca_system_score_codex":0.0000097231805,"about_ca_system_score_gemma":0.000021619795,"threshold_uncertainty_score":0.99885213},"labels":[],"label_agreement":null},{"id":"W7124137879","doi":"10.37190/arc250410","title":"Greenery as a factor shaping urban planning: the case of selected areas in Montreal","year":2025,"lang":"en","type":"article","venue":"Architectus","topic":"Urban Green Space and Health","field":"Environmental Science","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":"Recreation; Urbanization; Urban planning; Context (archaeology); Urban park; Element (criminal law); Urban density; Public space; Public transport","score_opus":0.01899638459957427,"score_gpt":0.269335694795325,"score_spread":0.25033931019575073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124137879","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":[0.98918104,0.00017245961,0.00009072797,0.00060144556,0.000031253367,0.00021427892,0.0000068388513,0.000023852748,0.009678113],"genre_scores_gemma":[0.9986402,0.0000052417668,0.00008207743,0.00035881918,0.000016988784,0.000013887464,0.000002049049,0.0000070735505,0.00087367685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990849,0.000083606676,0.00019468075,0.00022159866,0.00011228648,0.00030291834],"domain_scores_gemma":[0.999451,0.00017302456,0.00005973965,0.00024819802,0.0000052931077,0.000062749896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121618286,0.000109948356,0.00015052478,0.00008874365,0.0001071045,0.000010023907,0.0001871058,0.000045188925,0.00019861443],"category_scores_gemma":[0.000062833074,0.000080346865,0.000037626607,0.0005947965,0.00012756014,0.000038066923,0.00012944406,0.00021110919,0.000040182276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049728013,0.000041952404,0.9797114,0.000012003635,0.00001069964,0.000271246,0.003788246,0.00045118158,0.0006403197,0.000067572444,0.001112785,0.013842882],"study_design_scores_gemma":[0.00035460715,0.00008218701,0.9957923,0.000048292095,0.000009047538,0.00011135241,0.00033264284,0.0015433262,0.0002459457,0.0008661161,0.0005163417,0.000097835305],"about_ca_topic_score_codex":0.06568193,"about_ca_topic_score_gemma":0.086290166,"teacher_disagreement_score":0.020608239,"about_ca_system_score_codex":0.00008113022,"about_ca_system_score_gemma":0.000041024734,"threshold_uncertainty_score":0.9405398},"labels":[],"label_agreement":null}]}