{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"0b35ff012a4d","filters":{"venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering"}},"results":[{"id":"W3002145596","doi":"10.1680/jcien.17.00043","title":"Tsunami design procedures for engineered buildings: a critical review","year":2018,"lang":"en","type":"review","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Engineering and Physical Sciences Research Council","keywords":"Design elements and principles; Civil engineering; Forensic engineering; Key (lock); Engineering; Computer science; Computer security; Systems engineering","authors":[{"name":"Joshua Macabuag","is_ca":false},{"name":"Alison Raby","is_ca":false},{"name":"Antonios Pomonis","is_ca":false},{"name":"Ioan Nistor","is_ca":true},{"name":"Sean Wilkinson","is_ca":false},{"name":"Tiziana Rossetto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0272359569152012,"gpt":0.2651921735887929,"spread":0.2379562166735917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529134,0.001096642,0.001691243,0.00485284,0.0005395449,0.001645443,0.00160205,0.001362824,0.004681925],"category_scores_gemma":[0.004903223,0.0007074765,0.001174216,0.005646838,0.001051186,0.002546427,0.0008200614,0.001398787,0.001935175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177163,"about_ca_system_score_gemma":0.004000856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466259,"about_ca_topic_score_gemma":0.005409044,"domain_scores_codex":[0.9987988,0.000227312,0.0003073185,0.0001368543,0.0004799691,0.00004966624],"domain_scores_gemma":[0.9953093,0.002964697,0.0004704364,0.0001171543,0.001070421,0.0000679908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003497894,0.00007742926,0.0001798386,0.07558581,0.0000939392,0.0001282749,0.0002572326,0.0005986058,0.0006772672,0.006204087,0.01890396,0.8972587],"study_design_scores_gemma":[0.000008593342,0.00008815919,0.0007808409,0.03178209,0.0001784176,0.0004733746,0.0001667247,0.0001024681,0.0004915864,0.001593257,0.9643029,0.00003164088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001390307,0.9979914,0.0003352588,0.0002038744,0.0001489445,0.00002550725,0.00002839613,0.000006417718,0.001121081],"genre_scores_gemma":[0.0008612792,0.9979678,0.0006327339,0.0001193032,0.00007032945,0.00002093726,0.00004014733,0.000003591513,0.00028388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00485284,"threshold_uncertainty_score":0.01566255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055668145","doi":"10.1680/cien.2011.164.3.129","title":"Keeping nuclear and other coastal sites safe from climate change","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Engineering and Physical Sciences Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Nuclear power; Climate change; Flexibility (engineering); Nuclear power plant; Environmental science; Nuclear plant; Adaptation (eye); Plan (archaeology); Nuclear disaster; Environmental resource management; Climatology; Environmental planning; Geography; Oceanography; Engineering; Geology; Archaeology; Ecology; Nuclear engineering","authors":[{"name":"Robert L. Wilby","is_ca":false},{"name":"Robert J. Nicholls","is_ca":false},{"name":"Rachel Warren","is_ca":false},{"name":"H. S. Wheater","is_ca":true},{"name":"D. Clarke","is_ca":false},{"name":"Richard Dawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01630646217509872,"gpt":0.1867842382249739,"spread":0.1704777760498752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007104347,0.0002977824,0.0001840315,0.0003993313,0.00208461,0.002499226,0.000846212,0.0009359652,0.00750649],"category_scores_gemma":[0.001857038,0.0002404007,0.0002534375,0.0005574392,0.001063883,0.001409594,0.002269496,0.0007635258,0.003256159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410096,"about_ca_system_score_gemma":0.001103567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008036338,"about_ca_topic_score_gemma":0.03366037,"domain_scores_codex":[0.9995854,0.000135305,0.00001822377,0.00004283035,0.0001235859,0.00009467097],"domain_scores_gemma":[0.9989989,0.0001095051,0.0001561421,0.0003096568,0.0001997263,0.0002260769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002880347,0.0001804829,0.06491531,0.0003192113,0.00007874555,0.002584003,0.008720329,0.03174437,0.03915416,0.03721712,0.05885664,0.7559416],"study_design_scores_gemma":[0.0000628268,0.0006187544,0.09968883,0.0003636027,0.00009758917,0.002715454,0.02463889,0.01134856,0.01163882,0.04308051,0.8055336,0.0002125756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6101209,0.00198526,0.06765559,0.0128852,0.0003865029,0.0001465112,0.0005459184,0.001126891,0.3051472],"genre_scores_gemma":[0.9204589,0.001471721,0.03334994,0.0006674331,0.00005368292,0.0000662102,0.0003190658,0.0001757897,0.04343722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008036338,"threshold_uncertainty_score":0.02511173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560129782","doi":"10.1680/jcien.16.00027","title":"Underground culture: Toledo station in Naples, Italy","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Underground infrastructure and sustainability","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":"","keywords":"Excavation; Architecture; Engineering; Archaeology; Quarter (Canadian coin); Civil engineering; History","authors":[{"name":"Gianpiero Russo","is_ca":false},{"name":"Andrea Corbo","is_ca":false},{"name":"F. Cavuoto","is_ca":false},{"name":"Vittorio Manassero","is_ca":false},{"name":"Antonio Risi","is_ca":false},{"name":"A. Pigorini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004376000193917329,"gpt":0.1789788989818925,"spread":0.1746028987879751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186333,0.0003556603,0.0001318103,0.0005043792,0.003550673,0.001763838,0.0009542752,0.0006768339,0.01836521],"category_scores_gemma":[0.0002736204,0.0002684739,0.0001644421,0.000603397,0.001583028,0.0004947968,0.001876125,0.0007157865,0.002480487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532862,"about_ca_system_score_gemma":0.001924101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04258265,"about_ca_topic_score_gemma":0.1962777,"domain_scores_codex":[0.9998357,0.00002046135,0.000003140353,0.00003476865,0.00004162032,0.00006430379],"domain_scores_gemma":[0.9999106,0.0000132459,0.00001116119,0.00001154089,0.00001302684,0.00004044259],"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":[0.0007565396,0.000608865,0.08346596,0.002567125,0.00009937072,0.03458588,0.2812077,0.001949378,0.04209176,0.03253361,0.1769514,0.3431824],"study_design_scores_gemma":[0.00005648274,0.0002811869,0.1831888,0.0005936325,0.00003041226,0.002665152,0.1183566,0.0003549351,0.001457847,0.001053612,0.6919051,0.00005623967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7264373,0.003434121,0.001646545,0.003617013,0.000670362,0.0003631292,0.001377742,0.0002170655,0.2622367],"genre_scores_gemma":[0.8066935,0.001971979,0.003713808,0.0006720172,0.0002715153,0.0002645495,0.00104051,0.0001386683,0.1852335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04258265,"threshold_uncertainty_score":0.08466959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053531380","doi":"10.1680/cien.2008.161.6.35","title":"Teton dam, USA: uncovering the crucial aspect of its failure","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geoscience BC","funders":"","keywords":"Downstream (manufacturing); Dam failure; Forensic engineering; Engineering; Geography; Operations management; Archaeology; Flood myth","authors":[{"name":"Balasingam Muhunthan","is_ca":false},{"name":"Sithampara Pillai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008421125150969233,"gpt":0.1794567250314417,"spread":0.1710355998804724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005451953,0.0001909422,0.0001320922,0.001308069,0.001821728,0.001165769,0.0003662991,0.000800925,0.001467619],"category_scores_gemma":[0.002148183,0.000197236,0.00008254201,0.00126077,0.0007973767,0.0009539151,0.0009718918,0.001164785,0.0003575488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525696,"about_ca_system_score_gemma":0.002714109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06814059,"about_ca_topic_score_gemma":0.210786,"domain_scores_codex":[0.9997757,0.00003118988,0.00001321033,0.0000282294,0.0001104345,0.00004112339],"domain_scores_gemma":[0.9993481,0.0001427851,0.0001172375,0.00005329266,0.0002986528,0.00003996227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002559453,0.0001678376,0.5418122,0.0007540204,0.00007485882,0.01132797,0.04298435,0.002610081,0.01017789,0.04170199,0.1711375,0.1769954],"study_design_scores_gemma":[0.000007479062,0.00008651073,0.5564463,0.0004995085,0.00006686077,0.002032076,0.04511983,0.003835404,0.005017617,0.003291444,0.3835246,0.00007239197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768028,0.002015057,0.003180904,0.01346167,0.0005361722,0.00006754418,0.004269724,0.0001564273,0.09950966],"genre_scores_gemma":[0.9855182,0.001986171,0.001430952,0.0008476019,0.0001023118,0.00002642271,0.00127986,0.00005125015,0.008757127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06814059,"threshold_uncertainty_score":0.135488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105230756","doi":"10.1680/cien.14.00053","title":"Technologies enabling advanced urban timber construction","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Architectural engineering; Urbanization; Currency; Civil engineering; Engineering; Ecology","authors":[{"name":"Ian F. C. Smith","is_ca":true},{"name":"Andréa Frangi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007975577044677242,"gpt":0.1873205296838139,"spread":0.1793449526391366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949794,0.0003794256,0.0002712348,0.0007805006,0.0005185695,0.001624047,0.0007502983,0.0009296369,0.006756769],"category_scores_gemma":[0.0004969607,0.0003489965,0.0002643711,0.0007276776,0.000739314,0.002491911,0.001861513,0.0008263919,0.003256142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956868,"about_ca_system_score_gemma":0.0002977486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414875,"about_ca_topic_score_gemma":0.0005854049,"domain_scores_codex":[0.9995945,0.00004037567,0.00001427181,0.00005640275,0.0002284266,0.00006595382],"domain_scores_gemma":[0.9997799,0.00005908925,0.00002660576,0.0000550545,0.00005548476,0.00002386145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015029,0.0001032046,0.0009514989,0.0007332974,0.00001911151,0.001331298,0.001044142,0.01334206,0.3913164,0.2769453,0.01094316,0.303169],"study_design_scores_gemma":[0.00004482034,0.0003504794,0.001786939,0.0003051617,0.00003691647,0.0019995,0.0008616644,0.03523184,0.2127067,0.1130502,0.6334911,0.0001346572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0808626,0.01456663,0.6445579,0.001663732,0.001040088,0.0002616723,0.0004364061,0.00261769,0.2539932],"genre_scores_gemma":[0.6331333,0.01304896,0.2988686,0.0005842951,0.0002971723,0.0003106963,0.0005219445,0.0003017921,0.05293327],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006756769,"threshold_uncertainty_score":0.02260369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019481295","doi":"10.1680/cien.13.00004","title":"Hydrodynamic evaluation of a flood embankment in the Amazon estuary region, Brazil","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Fundação Amparo e Desenvolvimento da Pesquisa; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Estuary; Amazon rainforest; Levee; Flood myth; Hydrology (agriculture); Environmental science; Geography; Oceanography; Geology; Cartography; Geotechnical engineering; Archaeology; Ecology","authors":[{"name":"Cláudio José Cavalcante Blanco","is_ca":false},{"name":"Manoel José dos Santos Sena","is_ca":false},{"name":"André Luiz Amarante Mesquita","is_ca":false},{"name":"Manoel Filho","is_ca":false},{"name":"Yves Secretan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008278067789768162,"gpt":0.188132023491894,"spread":0.1798539557021258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559918,0.000351174,0.0003576799,0.0005278657,0.0004531114,0.000761262,0.0004005748,0.0004629011,0.0005101451],"category_scores_gemma":[0.0008160388,0.0002012612,0.0003940306,0.0006197022,0.0003276718,0.0003586282,0.0003827601,0.0001926021,0.00009660602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144567,"about_ca_system_score_gemma":0.0008272869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1150824,"about_ca_topic_score_gemma":0.1204499,"domain_scores_codex":[0.9998877,0.00002500246,0.00001142707,0.00002260421,0.00002988883,0.00002327842],"domain_scores_gemma":[0.9998139,0.00005560154,0.00002874157,0.00001898246,0.00005599409,0.00002688592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000218802,0.0004670562,0.3477667,0.0001654927,0.0001138451,0.002831253,0.001072188,0.5789032,0.03581537,0.001431912,0.001035128,0.03017903],"study_design_scores_gemma":[0.00005324632,0.0003117851,0.2043775,0.00002441361,0.00005236355,0.0002490566,0.001466953,0.7879571,0.003970969,0.0002272947,0.001270093,0.00003919239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981116,0.00003468368,0.000763805,0.00005150209,0.000003345919,0.00001690659,0.0001750062,0.00003648112,0.0008067654],"genre_scores_gemma":[0.9990502,0.00004164632,0.0005551339,0.000004803477,0.000001038846,0.000007377004,0.0001168655,0.000004923141,0.0002180522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150824,"threshold_uncertainty_score":0.2288252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969179356","doi":"10.1680/cien.2010.163.5.4","title":"Pianc: 125 years of promoting waterborne transport","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Acronym; Quarter (Canadian coin); Environmental planning; Business; Engineering; Geography; Archaeology","authors":[{"name":"Eric Van den Eede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004633843656681428,"gpt":0.1687375932983352,"spread":0.1641037496416538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005004891,0.0008836645,0.0003213829,0.002046482,0.004109518,0.008148607,0.001197276,0.002718269,0.02428429],"category_scores_gemma":[0.007085679,0.0004379938,0.0002718564,0.004297849,0.003176345,0.007654428,0.007320685,0.00528919,0.008740971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004865873,"about_ca_system_score_gemma":0.01498825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160646,"about_ca_topic_score_gemma":0.01391596,"domain_scores_codex":[0.9972306,0.0004134253,0.00009622949,0.0003235837,0.00146615,0.0004701412],"domain_scores_gemma":[0.9963461,0.0003976625,0.0002594798,0.0002596994,0.001643788,0.00109326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001189836,0.0001189879,0.001710697,0.000687258,0.00000854118,0.0002546196,0.00240428,0.0004444861,0.001025102,0.1274563,0.5239048,0.3418659],"study_design_scores_gemma":[9.84225e-7,0.00001120287,0.0003352102,0.00008116936,7.667419e-7,0.00004093891,0.0001688087,0.00002661927,0.0001216871,0.0007758851,0.9984336,0.000003109652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01152063,0.114891,0.0220216,0.1416958,0.03667858,0.0002855803,0.0007513147,0.001182917,0.6709725],"genre_scores_gemma":[0.1213302,0.1700718,0.02260214,0.0363789,0.009671074,0.0002951231,0.001258967,0.00106646,0.6373254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02428429,"threshold_uncertainty_score":0.08123899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799936848","doi":"10.1680/jcien.18.00005","title":"Sustainability cost curves for urban infrastructure planning","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; Ontario Tech University","funders":"University of Toronto; University of Ontario Institute of Technology","keywords":"Sustainability; Urban planning; Urban infrastructure; Environmental planning; China; Sustainable development; Transportation infrastructure; Business; Public infrastructure; Infrastructure planning; Transport infrastructure; Economic growth; Geography; Transport engineering; Civil engineering; Political science; Engineering; Economics","authors":[{"name":"Daniel Hoornweg","is_ca":true},{"name":"Mehdi Hosseini","is_ca":true},{"name":"Christopher Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006643949636592237,"gpt":0.2352115306046784,"spread":0.2285675809680862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003700586,0.001354958,0.0008220628,0.004087767,0.0008779316,0.002924974,0.001428898,0.001460442,0.0208415],"category_scores_gemma":[0.01925809,0.0006638747,0.001009673,0.006491079,0.001050907,0.003833465,0.001952317,0.00202879,0.003014599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005175209,"about_ca_system_score_gemma":0.002499901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01852147,"about_ca_topic_score_gemma":0.01682342,"domain_scores_codex":[0.9978781,0.001071217,0.00008511265,0.0001386981,0.0006918855,0.0001351368],"domain_scores_gemma":[0.9955183,0.002824908,0.0001949647,0.0004228312,0.0009116663,0.0001272787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002857735,0.0000314299,0.0009777379,0.0001542795,0.0000242285,0.00003701596,0.0001107461,0.4894041,0.00009957539,0.3888029,0.01338632,0.1069431],"study_design_scores_gemma":[0.00001204508,0.00003854396,0.0008307068,0.000160211,0.00001438388,0.00005286791,0.0001976945,0.5013695,0.0001906614,0.4321607,0.06493747,0.00003527023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0124129,0.003461934,0.8430607,0.002291005,0.0002762686,0.0003913711,0.002079835,0.000500099,0.1355259],"genre_scores_gemma":[0.4422475,0.009009512,0.4876151,0.0003944867,0.0003384895,0.001631153,0.00380209,0.001210402,0.0537512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0208415,"threshold_uncertainty_score":0.06972182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071696530","doi":"10.1680/cien.2010.163.4.185","title":"Structural health monitoring: a Canadian perspective","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"Government of Canada","keywords":"Bridge (graph theory); Structural health monitoring; Structural engineering; Girder; Precast concrete; Sculpture; Engineering; Fiber Bragg grating; Civil engineering; Optical fiber; Forensic engineering; Telecommunications; Geography; Archaeology","authors":[{"name":"Yail J. Kim","is_ca":false},{"name":"Evangeline Murison","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01028870804134325,"gpt":0.2394624720484611,"spread":0.2291737640071178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002463103,0.001093297,0.0005604324,0.006378104,0.003350455,0.005045907,0.002499142,0.001802307,0.009210288],"category_scores_gemma":[0.003590667,0.0004302045,0.0004295153,0.005780745,0.003126556,0.002402147,0.001858092,0.002131867,0.0009025283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06483399,"about_ca_system_score_gemma":0.08450761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785079,"about_ca_topic_score_gemma":0.9824694,"domain_scores_codex":[0.9970152,0.0002056399,0.00009518122,0.0003296782,0.00196156,0.0003926654],"domain_scores_gemma":[0.9947772,0.0003088473,0.0001943882,0.0001015106,0.004112435,0.0005055639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335908,0.0001373098,0.01260164,0.0009627053,0.00006545634,0.0006230423,0.00159016,0.009195875,0.003449565,0.2206534,0.09772129,0.6528659],"study_design_scores_gemma":[0.00002647684,0.0001242058,0.02757492,0.001237085,0.0001136889,0.000465429,0.002484355,0.007301732,0.001728669,0.02051516,0.9382901,0.0001381924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02042449,0.2021446,0.04145756,0.1797356,0.002516175,0.0002005594,0.003516564,0.0005311092,0.5494732],"genre_scores_gemma":[0.4230539,0.4138134,0.03626483,0.01455744,0.00166012,0.0001053959,0.001636169,0.0001851598,0.1087237],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06483399,"threshold_uncertainty_score":0.4704058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063243514","doi":"10.1680/cien.2012.165.3.102","title":"Work harder on yourself than you do on your job: a new challenge for civil engineers","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Construction Project Management and Performance","field":"Decision 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":"Work (physics); Prestige; Engineering ethics; Public relations; Political science; Engineering; Sociology; Management; Economics; Mechanical engineering","authors":[{"name":"Denise Bower","is_ca":false},{"name":"Ian McGill","is_ca":false},{"name":"Nancy Madter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05492330423513751,"gpt":0.2869230886208405,"spread":0.231999784385703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008868258,0.0009097694,0.0008933967,0.0007700686,0.01358551,0.01338347,0.001497136,0.01098894,0.01606287],"category_scores_gemma":[0.01713355,0.000757955,0.0007452612,0.000962533,0.007112759,0.01215767,0.005720851,0.01683633,0.01064257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652118,"about_ca_system_score_gemma":0.009432466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251488,"about_ca_topic_score_gemma":0.01292235,"domain_scores_codex":[0.9915187,0.002850231,0.0002763556,0.0005189919,0.003111688,0.001724076],"domain_scores_gemma":[0.9693145,0.007124865,0.001003021,0.0007467467,0.005389537,0.01642129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000359719,0.0001563083,0.001305789,0.000160106,0.00001240804,0.0002692736,0.005423779,0.00008392449,0.0005653987,0.00602401,0.9221568,0.06380626],"study_design_scores_gemma":[0.00002317654,0.0001814602,0.002643175,0.0004987922,0.000009552286,0.0009399153,0.05018794,0.0002167738,0.0002203997,0.01772449,0.9272643,0.00009002295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004897344,0.008623337,0.001254404,0.9521754,0.01894155,0.00002078924,0.00002878949,0.0001092168,0.01394926],"genre_scores_gemma":[0.1049305,0.03428018,0.009885572,0.6683429,0.02200533,0.0001963524,0.0001464141,0.0005865394,0.1596262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01606287,"threshold_uncertainty_score":0.05373573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410863197","doi":"10.1680/jcien.25.00100","title":"Briefing: The Indian Ocean tsunami 20 years on – driving change and changing lives","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Indian ocean; Geography; Oceanography; Geology","authors":[{"name":"Tiziana Rossetto","is_ca":false},{"name":"Davide Wüthrich","is_ca":false},{"name":"Keith Adams","is_ca":false},{"name":"Zygmunt Lubkowski","is_ca":false},{"name":"Marta Del Zoppo","is_ca":false},{"name":"Ian Chandler","is_ca":false},{"name":"Jonas Cels","is_ca":false},{"name":"David McGovern","is_ca":false},{"name":"William Allsop","is_ca":false},{"name":"Ioan Nistor","is_ca":true},{"name":"André R. Barbosa","is_ca":false},{"name":"Nils Goseberg","is_ca":false},{"name":"Liam Wotherspoon","is_ca":false},{"name":"Miwako Kitamura","is_ca":false},{"name":"Rashmin Gunasekera","is_ca":false},{"name":"Denis Istrati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006296428776469575,"gpt":0.1819099696328233,"spread":0.1756135408563537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001613682,0.002146415,0.001245093,0.001145181,0.002159326,0.00322244,0.001590014,0.008385293,0.05025031],"category_scores_gemma":[0.005848408,0.0004632637,0.0005665792,0.0009281836,0.001181823,0.002803703,0.001767212,0.006247236,0.02807683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625185,"about_ca_system_score_gemma":0.002145374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005318402,"about_ca_topic_score_gemma":0.009820257,"domain_scores_codex":[0.9988972,0.0002191752,0.0001432421,0.0001642495,0.0003597911,0.0002163385],"domain_scores_gemma":[0.994622,0.001574344,0.0005175021,0.0002150045,0.001653367,0.001417798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002888118,0.00001379626,0.0002029931,0.000162917,0.000004679862,0.00008007867,0.00006962094,0.00002657094,0.00009406785,0.0002257985,0.9871455,0.01194492],"study_design_scores_gemma":[0.00001819246,0.00006183561,0.002506356,0.0003404721,0.00001184718,0.0001229415,0.0004084307,0.00005561017,0.0001009696,0.000582271,0.9957742,0.00001685726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001987105,0.01707452,0.0003812732,0.3373345,0.6095578,0.0001536534,0.00305959,0.0003436753,0.03010794],"genre_scores_gemma":[0.01934648,0.03400983,0.0006285552,0.1284081,0.6369274,0.0003395247,0.00347075,0.0002026675,0.1766666],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05025031,"threshold_uncertainty_score":0.1681041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044586821","doi":"10.1680/cien.2001.144.5.39","title":"Corporate development support for St Petersburg water services—a case study","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; European Bank for Reconstruction and Development","keywords":"Business; Capital (architecture); St petersburg; State (computer science); Water sector; Strategic planning; Plan (archaeology); Russian federation; Public administration; Economic policy; Political science; Engineering; Marketing; Geography; Water supply","authors":[{"name":"W. D. G. Lawn","is_ca":false},{"name":"Melinda Wilkes","is_ca":false},{"name":"M. Rystedt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02442326516460951,"gpt":0.2363988883817837,"spread":0.2119756232171742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008055158,0.0002571055,0.0001269581,0.001101209,0.00477687,0.002209714,0.0006975284,0.001443515,0.003435328],"category_scores_gemma":[0.001800791,0.0001862398,0.0001625875,0.001581687,0.001262651,0.0009136381,0.001458901,0.000778741,0.0003106502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006113257,"about_ca_system_score_gemma":0.003877591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05577876,"about_ca_topic_score_gemma":0.1116698,"domain_scores_codex":[0.9989973,0.0003671425,0.0000286425,0.00006020229,0.0001899951,0.0003567869],"domain_scores_gemma":[0.9986311,0.0005832264,0.0002022358,0.00004728823,0.0001609576,0.0003751852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004539554,0.003501306,0.3064949,0.0007403067,0.0001243499,0.1690696,0.1676857,0.0127572,0.006727632,0.115338,0.02949266,0.1876144],"study_design_scores_gemma":[0.0001375628,0.0007851536,0.2731238,0.0004068725,0.00007878974,0.01526783,0.4428768,0.01108398,0.004398516,0.003528354,0.2482541,0.00005821937],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985724,0.0002547439,0.0002616956,0.001074892,0.000009917562,0.00005630794,0.00005178789,0.000006753567,0.0125599],"genre_scores_gemma":[0.9968054,0.0003377217,0.0002273274,0.00005952099,0.000005818282,0.00002065299,0.00004095354,0.000001993695,0.002500479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05577876,"threshold_uncertainty_score":0.1109082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130648910","doi":"10.1680/cien.2006.159.1.3","title":"Briefing: Climate change: man-made or natural?","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","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":"Kyoto Protocol; Greenhouse gas; Climate change; Global warming; Natural (archaeology); Greenhouse effect; Natural resource economics; Political science; Environmental science; Environmental ethics; Geography; Economics; Archaeology; Philosophy; Oceanography; Geology","authors":[{"name":"Robert E. Freer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04053410325103882,"gpt":0.2734773168523749,"spread":0.2329432136013361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131606,0.001194173,0.0007282555,0.001123971,0.003966755,0.004175374,0.0009691423,0.005132679,0.03545206],"category_scores_gemma":[0.00801019,0.0003944852,0.0003953876,0.001251975,0.002340328,0.00272725,0.00146072,0.00545702,0.008907199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008602971,"about_ca_system_score_gemma":0.005687608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1620299,"about_ca_topic_score_gemma":0.3437207,"domain_scores_codex":[0.9988915,0.0002746945,0.00007712315,0.0001146895,0.0004609876,0.0001810293],"domain_scores_gemma":[0.996893,0.001149446,0.0002933568,0.00008661824,0.0009858723,0.0005915011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001684813,0.000005282438,0.0001582519,0.00006879209,0.000004048602,0.00003946733,0.0001695042,0.00005228562,0.0001132967,0.002023026,0.9879863,0.009362918],"study_design_scores_gemma":[0.000005164439,0.000009309707,0.0005380225,0.00006756579,0.000004258686,0.00001493262,0.0001634893,0.00003012536,0.00005356309,0.000646059,0.9984607,0.000006833352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001691528,0.1068932,0.001571735,0.5679367,0.2607829,0.0001076446,0.001664533,0.0004221118,0.0589295],"genre_scores_gemma":[0.0300485,0.05487841,0.001702095,0.2328905,0.106287,0.0001148748,0.001210842,0.0001587052,0.572709],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1620299,"threshold_uncertainty_score":0.3221735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996864533","doi":"10.1680/cien.2004.157.6.50","title":"Student volunteers: embarking on a career in development","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineers Without Borders Canada","funders":"University of Cambridge","keywords":"Enthusiasm; Work (physics); Engineering ethics; Career development; Quality (philosophy); Engineering; Medical education; Public relations; Engineering management; Sociology; Psychology; Pedagogy; Political science; Medicine; Mechanical engineering","authors":[{"name":"Andrew Lamb","is_ca":true},{"name":"Susan M. Long","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02797181852013779,"gpt":0.2976467232543129,"spread":0.269674904734175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006110528,0.0006045353,0.0004533043,0.0009398068,0.01048584,0.01042074,0.001231194,0.004185161,0.03236979],"category_scores_gemma":[0.00657062,0.0004648892,0.0006311902,0.0005362403,0.002742034,0.002974453,0.01173229,0.004566329,0.01522422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111629,"about_ca_system_score_gemma":0.008743309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043287,"about_ca_topic_score_gemma":0.004182069,"domain_scores_codex":[0.9957178,0.001700238,0.00007894161,0.00019941,0.0006049622,0.001698619],"domain_scores_gemma":[0.9595349,0.0008931995,0.0005315473,0.0005831662,0.001356786,0.03710042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008113097,0.00327074,0.06843197,0.0004195888,0.00004864844,0.004125516,0.04433357,0.0001797764,0.004497435,0.02196207,0.4363048,0.4156146],"study_design_scores_gemma":[0.0001251197,0.00259473,0.02387971,0.0005242084,0.00002025636,0.002750491,0.09804248,0.0003244375,0.0008633446,0.007379823,0.8634045,0.00009086847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5222814,0.007225159,0.00696068,0.1809165,0.01734055,0.001096026,0.0002272655,0.0009699148,0.2629824],"genre_scores_gemma":[0.6641619,0.004327906,0.004758091,0.01812038,0.002751325,0.0005891466,0.0005141941,0.0002336752,0.3045434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03236979,"threshold_uncertainty_score":0.1082878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006509386","doi":"10.1680/cien.2000.138.3.112","title":"Sainsbury's millennium store at Greenwich peninsula","year":2000,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Greenwich; Peninsula; Architectural engineering; Civil engineering; Engineering; Environmental science; Geography; Archaeology","authors":[{"name":"Ron Slade","is_ca":true},{"name":"Aylin Woodward","is_ca":false},{"name":"Ian Shaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004013276538751461,"gpt":0.1592675609695959,"spread":0.1552542844308444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001612669,0.0003353476,0.0001764617,0.000398568,0.003399556,0.00239038,0.0007058891,0.0005950888,0.1150605],"category_scores_gemma":[0.0002256606,0.0002659375,0.0001862359,0.000466802,0.0005900419,0.0007431425,0.001183082,0.0007558542,0.006438343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024361,"about_ca_system_score_gemma":0.003238186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1889469,"about_ca_topic_score_gemma":0.6652207,"domain_scores_codex":[0.9998324,0.000008300952,0.000002125993,0.00003108652,0.00006354835,0.00006246559],"domain_scores_gemma":[0.9997167,0.00001127102,0.000008984167,0.0000151744,0.00007104727,0.0001768952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007719396,0.0003335445,0.03128749,0.0002353496,0.00004508242,0.004300747,0.003468266,0.003503612,0.01687679,0.03144295,0.6156598,0.2920744],"study_design_scores_gemma":[0.00002493489,0.0001301106,0.03154011,0.00008744413,0.00000910296,0.0004189704,0.002979466,0.0009516064,0.002782544,0.001249205,0.9597809,0.00004557978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3278034,0.002653311,0.002498987,0.006046969,0.001078122,0.0001007417,0.003748709,0.000538721,0.655531],"genre_scores_gemma":[0.2876695,0.001217729,0.004362822,0.0004416963,0.00008997212,0.00002433035,0.001444628,0.000200071,0.7045494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1889469,"threshold_uncertainty_score":0.3849158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}