{"meta":{"query_hash":"c2647e2ddeb1","filters":{"venue":"ESTOA"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/c2647e2ddeb1","api":"https://metacan.xera.ac/api/v1/cohort?venue=ESTOA"},"results":[{"id":"W1549377726","doi":"10.18537/est.v002.n003.02","title":"Background, role and challenge of digitalization of architectural heritage","year":2013,"lang":"es","type":"article","venue":"ESTOA","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Humanities; Art","score_opus":0.016253222939198186,"score_gpt":0.2103953918737589,"score_spread":0.19414216893456074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549377726","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":[0.98411983,0.0043478054,0.000010442642,0.00017574891,0.00010769532,0.00015616191,0.00011697351,0.000015693273,0.010949667],"genre_scores_gemma":[0.998938,0.00027673953,0.00019756761,0.000016318649,0.000048313475,0.0000011612793,0.00007147775,0.0000050178,0.00044536468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906975,0.000089748806,0.00027083288,0.00018535879,0.00018609849,0.00019821225],"domain_scores_gemma":[0.9994687,0.00009837894,0.00013316065,0.00014491176,0.000060480073,0.00009438311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012193349,0.0001418623,0.00024566325,0.000040623847,0.000058753772,0.000069012916,0.00012313093,0.000079171885,0.0008155829],"category_scores_gemma":[0.000023197937,0.000109324756,0.00005358718,0.00012320498,0.00018898377,0.00031832964,0.000019622139,0.00008126945,0.00006177857],"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":[0.00003738649,0.00007348088,0.77281904,0.00052809133,0.00005281651,0.0000030560184,0.0029989895,0.00020861988,0.0013226849,0.00043316509,0.00010639158,0.22141625],"study_design_scores_gemma":[0.00022735333,0.00043222198,0.9923437,0.0001345578,0.000014745653,0.000009213854,0.0018771687,0.0027750998,0.00024904692,0.0006818309,0.0010609867,0.0001940608],"about_ca_topic_score_codex":0.0026678112,"about_ca_topic_score_gemma":0.00044231775,"teacher_disagreement_score":0.22122219,"about_ca_system_score_codex":0.0000019958256,"about_ca_system_score_gemma":0.000014830381,"threshold_uncertainty_score":0.8930061},"labels":[],"label_agreement":null},{"id":"W4407027722","doi":"10.18537/est.v014.n027.a15","title":"Exploring the influence of architectural education on higher-dimensional spatial abilities: a cross-disciplinary study","year":2025,"lang":"en","type":"article","venue":"ESTOA","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental rotation; Spatial ability; Curriculum; Cognition; Mathematics education; Psychology; Discipline; Architecture; Sample (material); Visualization; Computer science; Pedagogy; Artificial intelligence; Sociology","score_opus":0.03621663732222759,"score_gpt":0.30497138898573406,"score_spread":0.2687547516635065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407027722","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":[0.9974489,0.0000276746,0.00004341668,0.000116659256,0.0008050358,0.00027309326,0.0000039013057,0.00008695022,0.0011943661],"genre_scores_gemma":[0.9995344,0.0000013023451,0.000034689532,0.00005630646,0.00008361961,0.00013473301,0.0000075992784,0.00000778836,0.00013952173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994456,0.00003215559,0.00018018024,0.00010737097,0.00014859858,0.00008608191],"domain_scores_gemma":[0.9995769,0.000147758,0.000022957574,0.00016659255,0.000066268,0.000019485447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000961158,0.00008471602,0.00008004961,0.000082024766,0.00008994275,0.000017378106,0.00009072405,0.000017702858,0.000028574595],"category_scores_gemma":[0.00004271205,0.000066137036,0.00003131275,0.00018059943,0.000048092435,0.00009942359,0.000028241197,0.00012940001,0.000013473165],"study_design_candidate":"observational","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":[0.000364734,0.00082600344,0.051091574,0.00037674807,0.00011933801,0.000002973398,0.012942908,0.8222063,0.009281038,0.0027313016,0.00027765648,0.0997794],"study_design_scores_gemma":[0.0002535718,0.00012143865,0.9945609,0.00015978233,0.000010846042,6.9840496e-7,0.00034842436,0.0011806063,0.002379536,0.0007997818,0.00010560687,0.00007883235],"about_ca_topic_score_codex":0.00014530831,"about_ca_topic_score_gemma":0.00004314894,"teacher_disagreement_score":0.9434693,"about_ca_system_score_codex":0.0000483132,"about_ca_system_score_gemma":0.00004387328,"threshold_uncertainty_score":0.269699},"labels":[],"label_agreement":null},{"id":"W4407028716","doi":"10.18537/est.v014.n027.e01","title":"Ecuadorian and world research on architecture transcends in Estoa","year":2025,"lang":"en","type":"article","venue":"ESTOA","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Library science; Architecture; China; Scopus; Editorial board; Political science; Center (category theory); Research center; Management; Regional science; History; Geography; Archaeology; Computer science; Law","score_opus":0.07247676560674242,"score_gpt":0.3012352259063704,"score_spread":0.22875846029962799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407028716","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":[0.8070108,0.0008185619,0.00042104736,0.0044899946,0.0005273168,0.0002002852,0.000022955262,0.000029158264,0.18647984],"genre_scores_gemma":[0.9912858,0.000065702356,0.00028807626,0.0006394193,0.00012769265,0.000033967146,0.000009594315,0.000013986304,0.00753575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99886256,0.000017977747,0.00038392883,0.00039591032,0.000029811943,0.00030980646],"domain_scores_gemma":[0.9995068,0.00009817358,0.000052151398,0.00027774935,0.00002891807,0.00003621273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008515249,0.0001151816,0.00026000052,0.0015417917,0.00012243616,0.00006879038,0.00016980401,0.00008797961,0.00021789133],"category_scores_gemma":[0.000057327088,0.0001354405,0.000034226363,0.001480715,0.00009417691,0.0001166134,0.00002687621,0.0003885576,0.00014444246],"study_design_candidate":"observational","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":[0.000057306108,0.00012237678,0.42198992,0.0000854342,0.000020254742,0.000006879744,0.000558016,0.00022862961,0.000008371455,0.560078,0.0039737886,0.012871032],"study_design_scores_gemma":[0.0008168612,0.000038463088,0.616632,0.000076950775,0.0000013482469,0.0000014809134,0.00006745917,0.00018170393,0.00006506741,0.119848505,0.2620676,0.00020259268],"about_ca_topic_score_codex":0.0004325659,"about_ca_topic_score_gemma":0.0015371563,"teacher_disagreement_score":0.4402295,"about_ca_system_score_codex":0.000094329924,"about_ca_system_score_gemma":0.00003413902,"threshold_uncertainty_score":0.55231035},"labels":[],"label_agreement":null}]}