{"meta":{"query_hash":"cc09ab317e75","filters":{"topic":"Sustainable Building Design and Assessment"},"cohort_total":868,"direct_labels_cover":1,"predictions_cover":868,"exported":868,"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/cc09ab317e75","api":"https://metacan.xera.ac/api/v1/cohort?topic=Sustainable+Building+Design+and+Assessment"},"results":[{"id":"W1011147558","doi":"","title":"Development of eco-efficient and sustainable urban infrastructure in Asia and Latin America: eco-efficiency and sustainable infrastructure in the United States and Canada","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Sustainable Building Design and Assessment","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":"Promotion (chess); Sustainability; Latin Americans; Enforcement; Business; Sustainable development; Economic growth; Environmental planning; Political science; Economics; Geography","score_opus":0.008570830480356038,"score_gpt":0.23564233157727055,"score_spread":0.2270715010969145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1011147558","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7830591,0.011155339,0.0009808141,0.011250737,0.00007394703,0.000113751026,0.0013378201,0.000049900867,0.1919785],"genre_scores_gemma":[0.9747789,0.0076630795,0.0006568693,0.00028543026,0.000007998182,0.000019915156,0.00040761835,0.000014955216,0.016165143],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992453,0.000057586243,0.000017013064,0.000044162043,0.00022830146,0.00040760895],"domain_scores_gemma":[0.9990553,0.000054189368,0.00006368928,0.000021459584,0.0005686875,0.0002366391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005609639,0.0003257829,0.00029930484,0.0020159993,0.0035421147,0.0037875872,0.000878812,0.00047850746,0.0024768044],"category_scores_gemma":[0.0014357967,0.00016269342,0.00032384778,0.0057862177,0.0014937196,0.001033718,0.0016739905,0.0008287367,0.00010703433],"study_design_candidate":"not_applicable","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":[0.000315834,0.00045326896,0.5191376,0.0008257343,0.00025892988,0.0020198722,0.026188606,0.013281989,0.0021592095,0.21907513,0.034424804,0.18185899],"study_design_scores_gemma":[0.0000828715,0.00007259503,0.65591854,0.0005708664,0.00023641308,0.0003779697,0.11071347,0.00973007,0.0030104904,0.009105875,0.21004784,0.0001329504],"about_ca_topic_score_codex":0.99533,"about_ca_topic_score_gemma":0.9982362,"teacher_disagreement_score":0.056396328,"about_ca_system_score_codex":0.056396328,"about_ca_system_score_gemma":0.078738555,"threshold_uncertainty_score":0.4091859},"labels":[],"label_agreement":null},{"id":"W1039929048","doi":"10.3141/2473-07","title":"Optimized Maintenance Standards for Unpaved Road Networks Based on Cost-Effectiveness Analysis","year":2015,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"U.S. Army Corps of Engineers; Cancer Institute, University of Pittsburgh","keywords":"Scope (computer science); Transport engineering; Asset (computer security); Population; Business; Asset management; Environmental planning; Sustainable development; Road map; Engineering; Environmental resource management; Computer science; Geography; Environmental science; Finance","score_opus":0.08442692845710555,"score_gpt":0.397555655238149,"score_spread":0.3131287267810435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1039929048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.575509,0.0014725758,0.40918645,0.00018127584,0.000047530342,0.0025871957,0.0004989521,0.00045010803,0.010066862],"genre_scores_gemma":[0.92444766,0.00025133448,0.074118674,0.00001216242,0.0000052038095,0.00044433758,0.00025470782,0.000019453537,0.000446455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99463403,0.0021192434,0.00041761584,0.00040573493,0.0020844364,0.0003389352],"domain_scores_gemma":[0.9863635,0.008336629,0.0014734458,0.00079066685,0.0028944681,0.00014137034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007709704,0.0008747902,0.00094740285,0.0033535236,0.00033808802,0.0014173216,0.0012952287,0.0007981384,0.0011730951],"category_scores_gemma":[0.020761292,0.00031515164,0.0009113811,0.0012572244,0.0004436086,0.0013898629,0.00066681765,0.00050941913,0.00013676521],"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":[0.00029985697,0.000451143,0.010851073,0.00032160262,0.0001038199,0.000057437137,0.00007957355,0.8772129,0.004411793,0.0037919034,0.0004346626,0.10198421],"study_design_scores_gemma":[0.00007405147,0.0017237603,0.013120576,0.000076315315,0.00018512702,0.00007751386,0.00018897429,0.9733532,0.0078122444,0.0024544918,0.0008955817,0.000038181668],"about_ca_topic_score_codex":0.0062858467,"about_ca_topic_score_gemma":0.0060485024,"teacher_disagreement_score":0.007709704,"about_ca_system_score_codex":0.0037008612,"about_ca_system_score_gemma":0.0021300511,"threshold_uncertainty_score":0.040773273},"labels":[],"label_agreement":null},{"id":"W1140869604","doi":"10.1007/s11146-015-9525-0","title":"Incentivizing Green Single-Family Construction: Identifying Effective Government Policies and Their Features","year":2015,"lang":"en","type":"article","venue":"The Journal of Real Estate Finance and Economics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Incentive; Business; Government (linguistics); Certification; Construct (python library); Public economics; Incentive program; Environmental economics; Finance; Marketing; Economics; Microeconomics","score_opus":0.015232289461111981,"score_gpt":0.21298189122018862,"score_spread":0.19774960175907663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1140869604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97053874,0.00072210986,0.012598997,0.0040419884,0.00003997219,0.00018344347,0.0004012661,0.000064889005,0.0114085935],"genre_scores_gemma":[0.99831533,0.00014786143,0.00088438526,0.000036842426,0.000007820601,0.000025039722,0.00005135922,0.000003385476,0.00052789296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963554,0.0016414867,0.00013853115,0.000345678,0.0003973307,0.0011216064],"domain_scores_gemma":[0.9699313,0.02226771,0.004640806,0.00074848963,0.001215216,0.001196427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004379261,0.00050574716,0.0009412406,0.0010909359,0.0006234656,0.0031371883,0.00090242946,0.0020964872,0.0038065983],"category_scores_gemma":[0.02750556,0.0003864482,0.0005674344,0.0015475265,0.0013744463,0.0030948133,0.0012796608,0.0014180796,0.00022758216],"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":[0.0018810808,0.004107518,0.4133677,0.0007085577,0.0007627708,0.00046695172,0.0011290323,0.18550204,0.0029969406,0.22062318,0.005055163,0.16339909],"study_design_scores_gemma":[0.00030129627,0.0013303339,0.40178475,0.0003791513,0.00076785684,0.00015524247,0.01005713,0.3419268,0.004454631,0.2203238,0.018423986,0.0000949773],"about_ca_topic_score_codex":0.012531885,"about_ca_topic_score_gemma":0.026139658,"teacher_disagreement_score":0.012531885,"about_ca_system_score_codex":0.004680303,"about_ca_system_score_gemma":0.0075650634,"threshold_uncertainty_score":0.033958137},"labels":[],"label_agreement":null},{"id":"W1479806137","doi":"","title":"Energy Efficiency Standards and Labels in North America: Opportunities for Harmonization","year":2008,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; Comisión Nacional de Actividades Espaciales; U.S. Department of Energy","keywords":"Harmonization; Efficient energy use; Conditioners; Test (biology); Resource (disambiguation); Business; Environmental economics; Operations management; Computer science; Environmental science; Engineering; Economics; Environmental engineering","score_opus":0.02143144875429518,"score_gpt":0.21161293396277134,"score_spread":0.19018148520847616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479806137","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17884152,0.022835819,0.07696742,0.1755265,0.002981019,0.0011338014,0.0023608906,0.0016107945,0.53774226],"genre_scores_gemma":[0.67793024,0.011167727,0.16699088,0.034272935,0.00063867227,0.0013572588,0.006014439,0.0006397814,0.10098806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9777452,0.007048897,0.0017343626,0.0014427421,0.0106851645,0.0013436439],"domain_scores_gemma":[0.951008,0.012645115,0.0035653326,0.005635223,0.026216595,0.00092968816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027231777,0.00029882384,0.00039469544,0.0033003087,0.0035502783,0.005795612,0.0022405984,0.0024372495,0.005187279],"category_scores_gemma":[0.026948657,0.000546157,0.00060972467,0.0065793265,0.003891069,0.0058700256,0.0032058475,0.004148599,0.00068895693],"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":[0.00020300696,0.0006265871,0.02517004,0.00062022626,0.00005308561,0.00027085887,0.017886737,0.0019932296,0.0050315983,0.18438716,0.11576532,0.64799225],"study_design_scores_gemma":[0.000053931264,0.00025452412,0.09713972,0.0010833325,0.000059859165,0.00022285689,0.018569017,0.00092266133,0.0040780953,0.027684726,0.8497958,0.00013551906],"about_ca_topic_score_codex":0.122940905,"about_ca_topic_score_gemma":0.20216794,"teacher_disagreement_score":0.122940905,"about_ca_system_score_codex":0.012063892,"about_ca_system_score_gemma":0.022646999,"threshold_uncertainty_score":0.24445063},"labels":[],"label_agreement":null},{"id":"W1490477938","doi":"","title":"The World's Greenest Buildings: Promise Versus Performance in Sustainable Design","year":2013,"lang":"en","type":"book","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":22,"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":"Green building; China; Terminology; Sustainable development; Sustainable design; Architectural engineering; Engineering; Environmental planning; Civil engineering; Business; Geography; Sustainability; Political science; Archaeology","score_opus":0.014478664983776302,"score_gpt":0.22342980290034695,"score_spread":0.20895113791657063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490477938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027276622,0.08608564,0.010838066,0.041704725,0.016202837,0.00007652296,0.0007259761,0.00028130118,0.8413572],"genre_scores_gemma":[0.055566255,0.07725138,0.0075873863,0.005787202,0.007879715,0.00012992657,0.0010712085,0.0006986239,0.8440282],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9994512,0.00014356837,0.000025003555,0.000065028944,0.0002801108,0.000035109064],"domain_scores_gemma":[0.99877447,0.00060675945,0.000056952962,0.00006230329,0.00039339578,0.00010615423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070275855,0.00054913625,0.00044288774,0.0012537045,0.0015499118,0.005307508,0.0005730335,0.0013002513,0.062131792],"category_scores_gemma":[0.0028046572,0.00023188863,0.00021413283,0.0028029536,0.0017044538,0.0048988783,0.0013857986,0.0021434235,0.013926508],"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":[0.000019377841,0.0000150403575,0.00016299527,0.0004188663,0.000002558879,0.00006263505,0.0014409318,0.0003384371,0.00029647248,0.20954221,0.6711999,0.116500676],"study_design_scores_gemma":[8.352337e-7,0.000011148459,0.00026992525,0.00048081027,0.0000010902148,0.000057615827,0.0007030581,0.00010255725,0.000111136025,0.024338545,0.9739178,0.0000054330135],"about_ca_topic_score_codex":0.003545181,"about_ca_topic_score_gemma":0.0064803194,"teacher_disagreement_score":0.062131792,"about_ca_system_score_codex":0.0023972623,"about_ca_system_score_gemma":0.0015508602,"threshold_uncertainty_score":0.20785153},"labels":[],"label_agreement":null},{"id":"W1504910714","doi":"","title":"Étude de l'impact de l'émergence des projets de bâtiments écologiques sur le processus de livraison de projet de bâtiment","year":2013,"lang":"fr","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Sustainable Building Design and Assessment","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":"Humanities; Political science; Art","score_opus":0.01700650044337243,"score_gpt":0.27647539707245433,"score_spread":0.2594688966290819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504910714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97072464,0.0002623787,0.0057152333,0.00061160146,0.00003527452,0.00037247938,0.00014740475,0.000073016854,0.022057924],"genre_scores_gemma":[0.9791182,0.00029921377,0.008805305,0.00008739355,0.000009037274,0.0004205307,0.00018807233,0.000032416174,0.01103985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995427,0.0019690488,0.00020831548,0.00041608542,0.0014110482,0.000568457],"domain_scores_gemma":[0.97554636,0.01239874,0.0020235244,0.0010541145,0.0063126236,0.002664638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063048396,0.00039410553,0.00033686173,0.0013235732,0.0021037462,0.0034636357,0.0009200702,0.000665064,0.00773634],"category_scores_gemma":[0.017922185,0.00028497755,0.0006076096,0.0013445504,0.0016525381,0.0015131674,0.0026943483,0.0012908212,0.0007624878],"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":[0.0008510826,0.0020981894,0.32390964,0.0027619293,0.00022134342,0.0015098257,0.20224522,0.006695937,0.020660259,0.01488963,0.0037317404,0.42042527],"study_design_scores_gemma":[0.000054485525,0.0023547525,0.79447186,0.00074575975,0.00010980996,0.00023037657,0.1420364,0.0036637178,0.006343469,0.0023798945,0.047510467,0.00009901581],"about_ca_topic_score_codex":0.023669275,"about_ca_topic_score_gemma":0.06646087,"teacher_disagreement_score":0.023669275,"about_ca_system_score_codex":0.0051333243,"about_ca_system_score_gemma":0.00959646,"threshold_uncertainty_score":0.047062993},"labels":[],"label_agreement":null},{"id":"W1511484304","doi":"","title":"A MULTIDIMENSIONAL AND PARTICIPATORY APPROACH FOR GREEN BUILDINGS ASSESSMENT","year":2010,"lang":"en","type":"article","venue":"17th Annual European Real Estate Society Conference","topic":"Sustainable Building Design and Assessment","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":"Management science; Process (computing); Consistency (knowledge bases); Sustainability; Process management; Computer science; Weighting; Citizen journalism; Field (mathematics); Engineering; Artificial intelligence; Mathematics","score_opus":0.021781259993768846,"score_gpt":0.2699478151826618,"score_spread":0.24816655518889297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511484304","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065931105,0.0032938935,0.9035286,0.0029758771,0.00029083315,0.002627634,0.0002389141,0.0001563562,0.08029472],"genre_scores_gemma":[0.1611368,0.00256387,0.8208705,0.00048875884,0.000092251226,0.0039488603,0.0001335526,0.0000632345,0.010702054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9644331,0.025969878,0.0010868137,0.0017281059,0.0061569787,0.0006251942],"domain_scores_gemma":[0.99460524,0.0035473967,0.00033817295,0.00062193477,0.00066222413,0.00022506731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0153175555,0.001106242,0.0010727401,0.006449245,0.0046803895,0.009302662,0.0021537112,0.002159923,0.0061711348],"category_scores_gemma":[0.011674432,0.0005973115,0.0015239278,0.0069381357,0.0058742394,0.006204867,0.010879644,0.0027776195,0.0007035107],"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":[0.000064439344,0.00011825474,0.0013218478,0.0014143963,0.00011625018,0.0004045822,0.022440664,0.010850114,0.0031784351,0.74946696,0.0043006586,0.20632352],"study_design_scores_gemma":[0.000043975022,0.00024336668,0.0020532147,0.0017117631,0.000084418796,0.00073649676,0.01780772,0.02162959,0.0022473529,0.6278633,0.32538676,0.00019201859],"about_ca_topic_score_codex":0.0025356757,"about_ca_topic_score_gemma":0.0057786247,"teacher_disagreement_score":0.0153175555,"about_ca_system_score_codex":0.0054729874,"about_ca_system_score_gemma":0.008031979,"threshold_uncertainty_score":0.08100796},"labels":[],"label_agreement":null},{"id":"W1513419350","doi":"10.5281/zenodo.1057281","title":"Post Occupancy Life Cycle Analysis Of A Green Building Energy Consumption At The University Of Western Ontario In London - Canada","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","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":"Occupancy; Post-occupancy evaluation; Consumption (sociology); Energy consumption; Architectural engineering; Green building; Agricultural economics; Environmental science; Geography; Engineering; Sociology; Economics; Social science; Electrical engineering","score_opus":0.015847025812894194,"score_gpt":0.20453180315575384,"score_spread":0.18868477734285966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513419350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926772,0.0000885847,0.0004291914,0.00003679647,0.0000017618935,0.000031221134,0.0035207572,0.000024231735,0.0031902706],"genre_scores_gemma":[0.99315476,0.00006586751,0.00035796774,0.0000055667397,5.5605767e-7,0.000013134888,0.0028751998,0.000009266382,0.003517555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976987,0.00001842308,0.0000069560037,0.00002997053,0.00011263365,0.00006218376],"domain_scores_gemma":[0.9996413,0.00004110892,0.000022992444,0.000015009875,0.00023902171,0.000040476643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020336667,0.00027825663,0.00025153335,0.0008339985,0.0008266498,0.0005626568,0.0005032667,0.00019993434,0.0028586849],"category_scores_gemma":[0.00046990658,0.00017472166,0.00036594726,0.00152299,0.00026672622,0.0002179526,0.00023726196,0.00017322341,0.00033320856],"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":[0.0016109797,0.00032368008,0.66997474,0.00033834085,0.0002869389,0.00096352445,0.0019307289,0.2277353,0.015254595,0.0031404297,0.005723723,0.07271703],"study_design_scores_gemma":[0.000021068936,0.000125106,0.9216896,0.000016699452,0.000041713472,0.000060841456,0.0013429169,0.06663592,0.004212986,0.00016843765,0.0056430693,0.000041693907],"about_ca_topic_score_codex":0.9737849,"about_ca_topic_score_gemma":0.98554635,"teacher_disagreement_score":0.026215076,"about_ca_system_score_codex":0.0156064145,"about_ca_system_score_gemma":0.004833821,"threshold_uncertainty_score":0.11323303},"labels":[],"label_agreement":null},{"id":"W1534316947","doi":"","title":"The HOK guidebook to sustainable design","year":2000,"lang":"en","type":"book","venue":"John Wiley & Sons eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":148,"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":"Checklist; Library science; Ninth; Government (linguistics); Agency (philosophy); Geography; Engineering; Political science; Sociology; Psychology","score_opus":0.01250719704249481,"score_gpt":0.22845234581891433,"score_spread":0.21594514877641952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534316947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080914464,0.031173209,0.0573412,0.0056384574,0.004883675,0.00041834076,0.009786398,0.005811084,0.8841385],"genre_scores_gemma":[0.0043506236,0.02001223,0.030471543,0.0012849985,0.000405952,0.00034388638,0.0062230155,0.00319232,0.9337156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875367,0.0002244396,0.000094198425,0.00017113703,0.0006818628,0.00007473557],"domain_scores_gemma":[0.99894303,0.00025662154,0.000037910606,0.00015278991,0.00053942984,0.00007030144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011744844,0.0017897809,0.0013172734,0.0031056437,0.001694042,0.0046629934,0.0019230968,0.0015186223,0.27634543],"category_scores_gemma":[0.0028875333,0.0010247369,0.0009613278,0.004489533,0.0010678992,0.0039827297,0.0025037478,0.0028312937,0.20242041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015519288,0.000030379037,0.000118659,0.0003343227,0.000004562336,0.000048024845,0.00030149124,0.0007133915,0.00029472113,0.020911677,0.7723765,0.20485073],"study_design_scores_gemma":[0.0000012542922,0.0000046709038,0.000058146557,0.00011712996,8.9899885e-7,0.0000402635,0.000073740615,0.00008665696,0.00005153126,0.0038798605,0.99568033,0.000005588858],"about_ca_topic_score_codex":0.00915866,"about_ca_topic_score_gemma":0.01847172,"teacher_disagreement_score":0.27634543,"about_ca_system_score_codex":0.0023292447,"about_ca_system_score_gemma":0.0040984266,"threshold_uncertainty_score":0.92446756},"labels":[],"label_agreement":null},{"id":"W1553614654","doi":"10.5430/ijba.v6n3p72","title":"Consumer Behavior towards Green Building: A Study in Abu Dhabi","year":2015,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Abu dhabi; Business; Real estate; Competition (biology); Marketing; Order (exchange); Green marketing; Green consumption; Sample (material); Architectural engineering; Green building; Environmental economics; Economics; Engineering; Geography; Finance","score_opus":0.04015864859090216,"score_gpt":0.32604923846180794,"score_spread":0.28589058987090576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553614654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990464,0.00006378997,0.00002614981,0.00013492444,0.0000031699064,0.000016030337,0.000031238214,7.0115857e-7,0.0006774819],"genre_scores_gemma":[0.99668676,0.00045777633,0.0001729985,0.0003939978,0.000007117806,0.000037454603,0.000044311375,0.0000034513466,0.0021961303],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996556,0.00012644446,0.000017598148,0.00003876841,0.00006587965,0.00009564183],"domain_scores_gemma":[0.99936694,0.00024446024,0.000076100354,0.000027117987,0.00012927243,0.00015615048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008304434,0.00023414074,0.0004746624,0.0006856253,0.004267989,0.0016145855,0.0003046287,0.001015301,0.004008037],"category_scores_gemma":[0.001038405,0.0006390066,0.00042505964,0.0016125967,0.0009094411,0.0010537826,0.0008185964,0.001575659,0.0009570235],"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":[0.00031047282,0.00282594,0.32810166,0.00028950788,0.000047112942,0.004076102,0.64100873,0.000057534926,0.0044139,0.0008645656,0.0010953916,0.016909113],"study_design_scores_gemma":[0.000020712847,0.0011474022,0.33282816,0.000093222974,0.00004284837,0.0015771245,0.65548795,0.00025182028,0.0004971335,0.00013533421,0.007869366,0.00004888661],"about_ca_topic_score_codex":0.043059442,"about_ca_topic_score_gemma":0.08495016,"teacher_disagreement_score":0.043059442,"about_ca_system_score_codex":0.0014063315,"about_ca_system_score_gemma":0.00091530755,"threshold_uncertainty_score":0.0856176},"labels":[],"label_agreement":null},{"id":"W1561034781","doi":"","title":"The Development and Application of Policy-Based Tools for Institutional Green Buildings.","year":2010,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Rainwater harvesting; Sustainability; Scope (computer science); Green roof; Work (physics); Quality (philosophy); Engineering; Architectural engineering; Environmental planning; Business; Civil engineering; Roof; Environmental science; Computer science","score_opus":0.010153718745215033,"score_gpt":0.20615310694602001,"score_spread":0.19599938820080498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561034781","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017523466,0.0021184618,0.7501577,0.049403787,0.0014468612,0.007600516,0.0113591375,0.031025063,0.129365],"genre_scores_gemma":[0.05394503,0.0011989814,0.9255787,0.0015634698,0.0001281702,0.005991049,0.004595519,0.0013296889,0.0056692967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.94379514,0.04005548,0.006560711,0.001690557,0.0066650887,0.0012330203],"domain_scores_gemma":[0.7961357,0.16042502,0.008381694,0.017370388,0.013777527,0.0039097206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09695492,0.0017118882,0.0010853057,0.012890824,0.0025358929,0.014606642,0.0042666234,0.004229621,0.019875748],"category_scores_gemma":[0.14078876,0.0016377845,0.0019769734,0.009966419,0.0035078097,0.01987451,0.012470148,0.0050281296,0.008738417],"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":[0.000121797115,0.0010174556,0.005928753,0.004430539,0.00011912135,0.0003617787,0.018394398,0.008907253,0.0020533968,0.23468019,0.09790203,0.62608325],"study_design_scores_gemma":[0.00015033736,0.0002854147,0.0049358145,0.010240925,0.000079879894,0.00034666478,0.018115034,0.027331745,0.0040807086,0.20695421,0.7272088,0.00027053617],"about_ca_topic_score_codex":0.0033264,"about_ca_topic_score_gemma":0.0046043443,"teacher_disagreement_score":0.09695492,"about_ca_system_score_codex":0.007579691,"about_ca_system_score_gemma":0.014259845,"threshold_uncertainty_score":0.5127528},"labels":[],"label_agreement":null},{"id":"W1561924280","doi":"","title":"Real-Time Feedback and Residential Electricity Consumption: The Newfoundland and Labrador Pilot","year":2012,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Electricity; Consumption (sociology); Environmental economics; Stock (firearms); Sample (material); Energy conservation; Econometric model; Energy consumption; Business; Engineering; Economics; Econometrics","score_opus":0.014964408695107135,"score_gpt":0.23796291992441038,"score_spread":0.22299851122930325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561924280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799323,0.000021336526,0.000058012905,0.000111682326,0.0000040202895,0.00008638739,0.00015251865,0.0000074442423,0.0015652322],"genre_scores_gemma":[0.9954489,0.000068305424,0.00040092488,0.00014623986,0.000004349513,0.00014928241,0.00027759527,0.000008078107,0.003496282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799734,0.0006891153,0.000059162314,0.00017334562,0.00030957386,0.00077143696],"domain_scores_gemma":[0.9952219,0.0019215187,0.00039885592,0.0004516482,0.0010972164,0.00090890506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939356,0.0003178953,0.00041146687,0.00037540458,0.0016816861,0.0009815033,0.00084398634,0.0006244096,0.0033084028],"category_scores_gemma":[0.0038718125,0.00044622115,0.00040644308,0.0006926116,0.0014743593,0.0009691359,0.0009830967,0.0011919768,0.00037620048],"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":[0.011917446,0.04038044,0.79313874,0.00033409358,0.0002924018,0.0022602163,0.020584295,0.003404857,0.019139476,0.0012268969,0.01020463,0.09711651],"study_design_scores_gemma":[0.00041216568,0.007322465,0.9681657,0.000039429637,0.00009353225,0.000083202794,0.013458349,0.0014225249,0.0029408815,0.00005460258,0.0059483005,0.000058786976],"about_ca_topic_score_codex":0.7765399,"about_ca_topic_score_gemma":0.90608966,"teacher_disagreement_score":0.22346008,"about_ca_system_score_codex":0.008932794,"about_ca_system_score_gemma":0.0077862986,"threshold_uncertainty_score":0.44955212},"labels":[],"label_agreement":null},{"id":"W1570290011","doi":"10.1080/09544828.2010.516246","title":"From a conventional to a sustainable engineering design process: different shades of sustainability","year":2010,"lang":"en","type":"article","venue":"Journal of Engineering Design","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sustainability; Engineering design process; Scope (computer science); Process (computing); Management science; Position (finance); Sustainable design; Sustainable development; Relevance (law); Position paper; Computer science; Process management; Engineering; Systems engineering; Risk analysis (engineering); Business; Political science; Mechanical engineering","score_opus":0.009109269927225876,"score_gpt":0.23635658469064116,"score_spread":0.22724731476341528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570290011","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042902533,0.0071400506,0.8453802,0.015767954,0.000555078,0.00045491397,0.000122036356,0.0004184869,0.08725875],"genre_scores_gemma":[0.3903751,0.0055073174,0.5909882,0.0018086089,0.00016022768,0.00064482226,0.00013730275,0.00023718618,0.010141261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97180474,0.015341057,0.0013965887,0.0020102602,0.008814663,0.00063271914],"domain_scores_gemma":[0.98700434,0.0075402595,0.00091239624,0.0018494182,0.0023076723,0.00038587407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019960983,0.0010520197,0.0009532833,0.0037579176,0.0025692326,0.012687495,0.002447593,0.0030238144,0.0024121257],"category_scores_gemma":[0.019498823,0.00057107286,0.00087718817,0.003010276,0.023264067,0.009916782,0.007440833,0.004970172,0.0006108691],"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":[0.000043405842,0.000080525984,0.0012936471,0.00075312186,0.000036755908,0.00014423895,0.012953792,0.0044560246,0.0019866864,0.86986613,0.0018654686,0.106520094],"study_design_scores_gemma":[0.000029649063,0.00013812819,0.0015319684,0.0010926918,0.000042537045,0.00024381133,0.012067586,0.009525647,0.0039010001,0.8184615,0.1528823,0.00008314358],"about_ca_topic_score_codex":0.0017308005,"about_ca_topic_score_gemma":0.0028797267,"teacher_disagreement_score":0.019960983,"about_ca_system_score_codex":0.005855288,"about_ca_system_score_gemma":0.0075797047,"threshold_uncertainty_score":0.10556501},"labels":[],"label_agreement":null},{"id":"W1571626281","doi":"10.1002/er.1860","title":"Residential energy efficiency programs, retrofit choices and greenhouse gas emissions savings: a decade of energy efficiency improvements in Waterloo Region, Canada","year":2011,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Australian Government","keywords":"Incentive program; Greenhouse gas; Efficient energy use; Incentive; Environmental science; Business; Agricultural economics; Environmental economics; Engineering; Economics","score_opus":0.0284085792662601,"score_gpt":0.2931616692105324,"score_spread":0.26475308994427227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571626281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93864477,0.02829821,0.00046458145,0.007970356,0.00006957098,0.000119001204,0.0039598187,0.000038545786,0.020435074],"genre_scores_gemma":[0.97736984,0.014147612,0.00085073774,0.0007244344,0.0000213925,0.000029534125,0.0014843837,0.000018923301,0.005353154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978915,0.00017508426,0.000073170115,0.00018001931,0.0010662506,0.0006140034],"domain_scores_gemma":[0.99582326,0.00033323606,0.0005192483,0.0000797468,0.0025835005,0.00066098326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020427238,0.00025067074,0.0004575335,0.0014154555,0.002726227,0.002351195,0.0013240308,0.0005056187,0.001952639],"category_scores_gemma":[0.003607411,0.00030561746,0.00036128357,0.005652281,0.0012227626,0.0011164582,0.0009805976,0.0010513269,0.00011618205],"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":[0.0006384884,0.00061167474,0.6285004,0.0011363811,0.00030573818,0.00034352948,0.011584981,0.0028898513,0.0010454715,0.0068023,0.02218912,0.32395202],"study_design_scores_gemma":[0.000023993507,0.000075471966,0.9604153,0.00045055087,0.00007947942,0.000040703508,0.00872317,0.0008597607,0.0005282828,0.00019163701,0.028572978,0.00003870685],"about_ca_topic_score_codex":0.9982211,"about_ca_topic_score_gemma":0.99934083,"teacher_disagreement_score":0.08562599,"about_ca_system_score_codex":0.08562599,"about_ca_system_score_gemma":0.12459665,"threshold_uncertainty_score":0.62126297},"labels":[],"label_agreement":null},{"id":"W157217519","doi":"10.3133/ofr03121","title":"Specification aggregate quarry expansion - A case study demonstrating sustainable management of natural aggregate resources","year":2003,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"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":"Sustainability; Business; Sustainable development; Natural resource; Government (linguistics); Multinational corporation; Resource (disambiguation); Environmental planning; Environmental resource management; Economics; Political science; Geography; Finance; Law","score_opus":0.012764049991527275,"score_gpt":0.25557072078217974,"score_spread":0.24280667079065246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W157217519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93074167,0.00027753678,0.00546048,0.0016233434,0.000024771685,0.00022718178,0.00010715691,0.000054812925,0.06148304],"genre_scores_gemma":[0.9768381,0.00042882812,0.0077106035,0.00024960947,0.000011277586,0.00013318472,0.0000977315,0.000022540476,0.014508167],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99826235,0.0009783133,0.0000412796,0.00013574563,0.0002828672,0.00029948135],"domain_scores_gemma":[0.99846953,0.0008166958,0.00012562438,0.00013573239,0.00019978653,0.00025274564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017302699,0.00028993742,0.00021560007,0.00070673216,0.0063991053,0.0017038803,0.0014606995,0.001955854,0.0036086247],"category_scores_gemma":[0.002008636,0.00022204302,0.00037950772,0.0014489817,0.0020773427,0.0015570512,0.002384406,0.0013757527,0.00029099418],"study_design_candidate":"qualitative","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":[0.00066265906,0.004279387,0.12440901,0.0009501781,0.000101061414,0.19047812,0.20748743,0.042638365,0.021914918,0.14313564,0.042509243,0.22143404],"study_design_scores_gemma":[0.00016339646,0.0019092116,0.07099015,0.0005424243,0.00009079018,0.020210432,0.4237586,0.042428203,0.013416668,0.013092976,0.41323668,0.00016055569],"about_ca_topic_score_codex":0.045295727,"about_ca_topic_score_gemma":0.14984182,"teacher_disagreement_score":0.045295727,"about_ca_system_score_codex":0.0035912353,"about_ca_system_score_gemma":0.0027334797,"threshold_uncertainty_score":0.09006411},"labels":[],"label_agreement":null},{"id":"W1576685120","doi":"10.14198/ingeo2006.41.08","title":"Lotes y conjuntos residenciales como potenciales generadores de impactos de vecindad","year":2006,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","score_opus":0.01169860955333321,"score_gpt":0.2461574899266634,"score_spread":0.23445888037333018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576685120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94239897,0.005544493,0.003647105,0.0013035611,0.000076380835,0.00015513899,0.0018022138,0.00015760114,0.044914454],"genre_scores_gemma":[0.98860675,0.0022139237,0.0019001929,0.0001031138,0.000020254143,0.0000549481,0.00035375703,0.00002365807,0.0067233676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986473,0.00042419133,0.000055923796,0.00025877403,0.00041498325,0.00019883893],"domain_scores_gemma":[0.99676055,0.0009797099,0.00069297774,0.0003248801,0.0007591567,0.000482797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010032157,0.00058178994,0.0005446042,0.0016561687,0.001626841,0.0024307775,0.0006083507,0.00051042356,0.009607061],"category_scores_gemma":[0.0037328424,0.0003246215,0.00072697125,0.0019121415,0.0014104372,0.001385288,0.0029338608,0.00060058245,0.0006778067],"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":[0.00040918615,0.0001689206,0.81511384,0.0010623181,0.00039956995,0.0006521015,0.011232361,0.0019181148,0.004463214,0.011284796,0.0037312917,0.14956424],"study_design_scores_gemma":[0.000010092713,0.00024269661,0.9546514,0.00038710693,0.00027849805,0.00023036657,0.016964173,0.0008093475,0.0008751333,0.0034369493,0.02207984,0.000034289427],"about_ca_topic_score_codex":0.04652321,"about_ca_topic_score_gemma":0.15321867,"teacher_disagreement_score":0.04652321,"about_ca_system_score_codex":0.0020814629,"about_ca_system_score_gemma":0.002161204,"threshold_uncertainty_score":0.09250486},"labels":[],"label_agreement":null},{"id":"W1585588580","doi":"10.1080/09613218.2015.1036227","title":"Learning from failure: understanding the anticipated–achieved building energy performance gap","year":2015,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Sustainability; Key (lock); Energy (signal processing); Architectural engineering; Energy performance; Building science; Efficient energy use; Building design; Computer science; Process management; Business; Environmental economics; Engineering; Economics; Computer security","score_opus":0.10812446411097032,"score_gpt":0.31637050573931547,"score_spread":0.20824604162834515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585588580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76565397,0.005557351,0.053818244,0.05950835,0.00038385123,0.0002376759,0.00034797666,0.0002729679,0.11421967],"genre_scores_gemma":[0.9947785,0.00084208674,0.0027476444,0.0006419624,0.00004534461,0.00008122489,0.000070474984,0.000043340606,0.0007494555],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9785953,0.00928904,0.0011710586,0.0016992156,0.00569466,0.003550824],"domain_scores_gemma":[0.91812724,0.05678506,0.009320991,0.0026558563,0.009289125,0.003821801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03407854,0.0009108112,0.0011849514,0.0065446235,0.004729808,0.016172497,0.0046202284,0.0043613673,0.0037500123],"category_scores_gemma":[0.08061505,0.00050372555,0.0006188372,0.003949948,0.023838557,0.036578994,0.01799707,0.007923355,0.0006044253],"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":[0.00046005842,0.00075606426,0.084604576,0.001750611,0.00009784622,0.001970998,0.3966045,0.011027065,0.0010066532,0.31030872,0.0072145765,0.18419829],"study_design_scores_gemma":[0.00003391967,0.0006579206,0.04453814,0.0017023195,0.000042153482,0.00072654075,0.50783724,0.011520469,0.0014378087,0.38979006,0.0415103,0.00020313253],"about_ca_topic_score_codex":0.0060502226,"about_ca_topic_score_gemma":0.004727797,"teacher_disagreement_score":0.03407854,"about_ca_system_score_codex":0.013663499,"about_ca_system_score_gemma":0.00796245,"threshold_uncertainty_score":0.18022668},"labels":[],"label_agreement":null},{"id":"W1604437508","doi":"","title":"Enhancing Sustainability Practices in Canadian Construction Industry: A Case for an Academic Program in Sustainability","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Sustainability; Competence (human resources); Business; Sustainability organizations; Sustainable development; Sustainability science; Construction industry; Construction management; Economic growth; Engineering; Management; Economics; Political science; Civil engineering","score_opus":0.011366086634555864,"score_gpt":0.315922640155498,"score_spread":0.30455655352094213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604437508","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19583097,0.006535778,0.002189035,0.5981303,0.0029198031,0.00033238818,0.00019916559,0.00012127677,0.19374129],"genre_scores_gemma":[0.83692205,0.005567103,0.005094377,0.075485244,0.00040292495,0.00016412941,0.00017721945,0.00012811946,0.07605878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98318857,0.0032416177,0.00029367674,0.0008685184,0.0040755854,0.008332009],"domain_scores_gemma":[0.9605162,0.0017680482,0.0006401868,0.00042605877,0.009265226,0.027384317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010528296,0.00053339003,0.00046902726,0.0019238099,0.049753807,0.012240774,0.004683647,0.008645163,0.011804979],"category_scores_gemma":[0.00971714,0.00046834658,0.001022984,0.0034912825,0.011981103,0.0040212786,0.010095714,0.011323839,0.0011116845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00025753357,0.0024482366,0.06948166,0.00092723983,0.00007368623,0.016535984,0.14770693,0.0009066176,0.0027250429,0.31246486,0.27676877,0.16970333],"study_design_scores_gemma":[0.000085016836,0.00019587962,0.03484155,0.0011541974,0.00006441216,0.0015920339,0.22929081,0.00095302233,0.0006043076,0.009733518,0.72130644,0.00017878365],"about_ca_topic_score_codex":0.95647806,"about_ca_topic_score_gemma":0.986783,"teacher_disagreement_score":0.8578936,"about_ca_system_score_codex":0.1421064,"about_ca_system_score_gemma":0.43116477,"threshold_uncertainty_score":0.995035},"labels":[],"label_agreement":null},{"id":"W161586944","doi":"","title":"PLANNING FOR DURABILITY IN BUILDING PROJECTS: STRATEGIES AND TECHNICAL RECOMMENDATIONS ACCORDING TO LEED® CANADA","year":2012,"lang":"en","type":"article","venue":"BUSINESS EXCELLENCE AND MANAGEMENT","topic":"Sustainable Building Design and Assessment","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":"Workmanship; Durability; Quality (philosophy); Architectural engineering; Engineering; Construction engineering; Civil engineering; Computer science; Operations management","score_opus":0.023905065774612766,"score_gpt":0.2767764893546899,"score_spread":0.25287142358007714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161586944","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021082025,0.07387714,0.056223605,0.19100823,0.0018442984,0.0022851366,0.0030571218,0.0015395192,0.64908296],"genre_scores_gemma":[0.24582449,0.17376307,0.24769856,0.02536204,0.00029797724,0.0013622438,0.0026187988,0.0006720669,0.30240074],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99065346,0.0012352547,0.00061801326,0.0002617946,0.0061756345,0.0010557992],"domain_scores_gemma":[0.9885218,0.0007906548,0.00045475634,0.00023060264,0.008866723,0.0011354439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00588057,0.0009257433,0.00035673607,0.004674992,0.0043293433,0.0053312797,0.0024843025,0.0017176095,0.0071199685],"category_scores_gemma":[0.008115223,0.00047028976,0.0006510423,0.0053205285,0.0020688302,0.0017524577,0.0027217476,0.0018977545,0.0015579426],"study_design_candidate":"theoretical_or_conceptual","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":[0.000058092828,0.00015883098,0.007939387,0.002193856,0.00003395525,0.0007591811,0.0044961893,0.008318546,0.0031833218,0.10110502,0.35533756,0.516416],"study_design_scores_gemma":[0.000016969725,0.000034250574,0.010914665,0.0018340462,0.00003396858,0.00022929895,0.0044106003,0.0011073258,0.0014087609,0.0044291657,0.9754682,0.000112776936],"about_ca_topic_score_codex":0.9253496,"about_ca_topic_score_gemma":0.97147626,"teacher_disagreement_score":0.07465041,"about_ca_system_score_codex":0.05357425,"about_ca_system_score_gemma":0.21966022,"threshold_uncertainty_score":0.3887102},"labels":[],"label_agreement":null},{"id":"W1647761698","doi":"10.1080/01446193.2015.1047879","title":"The influence of green building certifications in collaboration and innovation processes","year":2015,"lang":"en","type":"article","venue":"Construction Management and Economics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Certification; Process (computing); Architecture; Sustainable design; Engineering; Product (mathematics); Order (exchange); Process management; Knowledge management; Business; Sustainable development; Engineering management; Systems engineering; Sustainability; Management; Computer science; Political science","score_opus":0.016748395735459057,"score_gpt":0.22971151353801791,"score_spread":0.21296311780255886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1647761698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94400865,0.00042947222,0.0035186254,0.0014526024,0.000027631126,0.00006355386,0.000013468787,0.000014686091,0.050471224],"genre_scores_gemma":[0.9992773,0.00006359156,0.00026535577,0.000027517019,0.0000038019666,0.000011643908,0.0000027808912,0.000002815886,0.00034523112],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.94780546,0.03844358,0.0011279972,0.0021682137,0.005340399,0.005114306],"domain_scores_gemma":[0.86610436,0.10895566,0.008578108,0.0034462647,0.0054854155,0.007430165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025018761,0.00033110782,0.0003807792,0.0023332727,0.0076968195,0.009475114,0.00096849346,0.002266688,0.0040355967],"category_scores_gemma":[0.059012096,0.0003479561,0.0005225246,0.0014209158,0.01095456,0.0049101077,0.010958171,0.001739227,0.00033109044],"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":[0.00073365186,0.0008740001,0.21413118,0.00054046017,0.00014062825,0.0029317231,0.56487876,0.0035298234,0.0053612622,0.09732128,0.0010600049,0.10849715],"study_design_scores_gemma":[0.00020403683,0.00080986245,0.24674965,0.0007393633,0.0002011304,0.001250707,0.64304894,0.0054851547,0.005047553,0.05379954,0.042479184,0.00018485264],"about_ca_topic_score_codex":0.0121932365,"about_ca_topic_score_gemma":0.014686552,"teacher_disagreement_score":0.025018761,"about_ca_system_score_codex":0.0076882043,"about_ca_system_score_gemma":0.01354709,"threshold_uncertainty_score":0.13231349},"labels":[],"label_agreement":null},{"id":"W1663617296","doi":"10.1108/jfm-10-2014-0034","title":"Microeconomic optimization and what-if analysis for facilities renewal","year":2015,"lang":"en","type":"article","venue":"Journal of Facilities Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Computer science; Portfolio; Asset allocation; Liberian dollar; Asset (computer security); Operations research; Heuristic; Originality; Capital allocation line; Economics; Microeconomics; Finance; Profit (economics)","score_opus":0.01860583578727438,"score_gpt":0.23012499319413646,"score_spread":0.21151915740686209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1663617296","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023220152,0.00069544575,0.9523929,0.0013639852,0.00010197667,0.00012912862,0.00017271149,0.00011367708,0.021810023],"genre_scores_gemma":[0.76852953,0.0012504109,0.2226103,0.00020917968,0.00009640695,0.00031168244,0.0002007106,0.00011302027,0.006678771],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992343,0.00036807443,0.000025368654,0.000085966036,0.00018547868,0.000100803496],"domain_scores_gemma":[0.9983176,0.0011371823,0.00022893725,0.000069677306,0.00018951384,0.000057161382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018436909,0.00093487656,0.0008822394,0.0015898455,0.00069794833,0.0027458575,0.0011440831,0.001034009,0.006255287],"category_scores_gemma":[0.0048987344,0.00044351027,0.0013534538,0.0011764438,0.0015141122,0.0020453376,0.0010962924,0.0013960433,0.0003407258],"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":[0.000022891361,0.00003193786,0.00080385944,0.00012781055,0.000033994045,0.00008609172,0.000060601167,0.82641995,0.00041540636,0.15352143,0.00090204336,0.01757404],"study_design_scores_gemma":[0.0000050080184,0.000017173785,0.00035910172,0.000046943147,0.000016552023,0.00003034527,0.000086338456,0.8937118,0.00039556343,0.10211682,0.0031977128,0.000016523727],"about_ca_topic_score_codex":0.008042118,"about_ca_topic_score_gemma":0.0055193757,"teacher_disagreement_score":0.008042118,"about_ca_system_score_codex":0.0028875265,"about_ca_system_score_gemma":0.002307,"threshold_uncertainty_score":0.020950615},"labels":[],"label_agreement":null},{"id":"W168631565","doi":"","title":"Sustainable Streets: Foundations for an Emerging Practice","year":2009,"lang":"en","type":"article","venue":"Transportation Research Board 88th Annual MeetingTransportation Research Board","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Sustainability; Equity (law); Social sustainability; Political science; Environmental resource management; Environmental planning; Engineering; Ecology; Geography; Economics; Law","score_opus":0.062228467328858846,"score_gpt":0.4177030616674606,"score_spread":0.35547459433860173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W168631565","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025081078,0.028173622,0.15078533,0.41763857,0.0014195525,0.00032713317,0.00013880413,0.00022457798,0.37621132],"genre_scores_gemma":[0.8457769,0.021539476,0.109520145,0.008903692,0.0010284056,0.00058790174,0.00008449584,0.00008845163,0.012470528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98550713,0.009440119,0.00072363374,0.0015652282,0.0018827071,0.000881057],"domain_scores_gemma":[0.969956,0.019965816,0.0010835773,0.004064723,0.0028905564,0.0020393704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024441049,0.0006698093,0.00096699287,0.0036764226,0.009081994,0.016485693,0.0037972503,0.0098945405,0.008373553],"category_scores_gemma":[0.017041292,0.0005570071,0.0007229407,0.002757284,0.09751165,0.021916678,0.009548034,0.0092154415,0.0012005309],"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":[0.0000035446838,0.000036632453,0.00020401273,0.00009593442,0.0000022868503,0.000049112565,0.0047233393,0.00027176147,0.00003744909,0.9786708,0.0025323743,0.013372792],"study_design_scores_gemma":[0.000009587625,0.000023409344,0.00019753812,0.0005966893,0.0000027565052,0.000054089887,0.011112316,0.0005737656,0.000072256466,0.897908,0.0894375,0.000012150075],"about_ca_topic_score_codex":0.005403193,"about_ca_topic_score_gemma":0.0057636914,"teacher_disagreement_score":0.024441049,"about_ca_system_score_codex":0.009698057,"about_ca_system_score_gemma":0.01713666,"threshold_uncertainty_score":0.12925816},"labels":[],"label_agreement":null},{"id":"W173181640","doi":"","title":"Best Practices in Sustainable Transportation","year":2010,"lang":"en","type":"article","venue":"ITE journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"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":"Sustainability; Outreach; Certification; Best practice; Business; Sustainable transport; Transportation planning; Environmental planning; Sustainable development; Natural resource; Transport engineering; Engineering; Economic growth; Economics; Political science; Management; Geography","score_opus":0.015616125905933595,"score_gpt":0.28530729662181775,"score_spread":0.26969117071588417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W173181640","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006390639,0.040820777,0.19559851,0.15459055,0.003915538,0.00039171064,0.00019518274,0.00051270734,0.59758437],"genre_scores_gemma":[0.3388536,0.09344438,0.428194,0.026898427,0.0011010981,0.0011366012,0.00059264834,0.0006621345,0.10911721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97195995,0.0136267515,0.0018188903,0.0015486199,0.009824009,0.0012218832],"domain_scores_gemma":[0.98890483,0.0046729525,0.0006404635,0.0020540087,0.0030917274,0.0006359523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01917267,0.001418922,0.000908523,0.0041762725,0.0058422396,0.014794266,0.003611081,0.00807308,0.008229215],"category_scores_gemma":[0.020292168,0.0007226487,0.0010934252,0.005956242,0.018117255,0.011322953,0.008700455,0.0073846374,0.0035121175],"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":[0.000011845157,0.00012841138,0.0005057094,0.0009489501,0.000031287935,0.0003019612,0.007718322,0.0044722795,0.0003346051,0.7888941,0.048856623,0.14779587],"study_design_scores_gemma":[0.00000846358,0.000030734773,0.00027488446,0.002528118,0.000012723879,0.00022798491,0.0055638733,0.00064030377,0.00041978416,0.44723532,0.54302156,0.00003633102],"about_ca_topic_score_codex":0.011887182,"about_ca_topic_score_gemma":0.017036716,"teacher_disagreement_score":0.01917267,"about_ca_system_score_codex":0.009542074,"about_ca_system_score_gemma":0.015513243,"threshold_uncertainty_score":0.101395965},"labels":[],"label_agreement":null},{"id":"W1763577525","doi":"10.3390/buildings5041171","title":"Improving Occupant Wellness in Commercial Office Buildings through Energy Conservation Retrofits","year":2015,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Energy conservation; Engineering; Environmental science; Electrical engineering","score_opus":0.023059478254034368,"score_gpt":0.24735192553973126,"score_spread":0.2242924472856969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1763577525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762799,0.00028502752,0.0126275,0.00014211764,0.0000067412398,0.00012468173,0.00008014315,0.00007785511,0.010376064],"genre_scores_gemma":[0.99420124,0.00011003375,0.005074861,0.0000074560453,0.0000016842815,0.000019377301,0.00003020289,0.000010786081,0.0005443908],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99902475,0.00041840386,0.00004052033,0.00009463537,0.00026556436,0.00015612216],"domain_scores_gemma":[0.9993987,0.00019741665,0.00013060246,0.00008175871,0.00012142704,0.00007009753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018629753,0.00057242136,0.00034039575,0.0010213645,0.00076681434,0.0018419771,0.0010370985,0.0004996355,0.0023363582],"category_scores_gemma":[0.0018111141,0.0002655843,0.0004869263,0.00082461647,0.0010135855,0.001144988,0.0012323027,0.0003234032,0.00017957832],"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":[0.0012602425,0.0034209862,0.21976647,0.00074600667,0.0002276229,0.0013726142,0.0037038503,0.27213776,0.029163262,0.022959653,0.0014964822,0.44374505],"study_design_scores_gemma":[0.00017439481,0.0054300306,0.41700533,0.00041838252,0.00038670006,0.001183862,0.02753164,0.4541121,0.042793132,0.029957386,0.020767014,0.00023999558],"about_ca_topic_score_codex":0.011832056,"about_ca_topic_score_gemma":0.04067958,"teacher_disagreement_score":0.011832056,"about_ca_system_score_codex":0.0020397962,"about_ca_system_score_gemma":0.00116915,"threshold_uncertainty_score":0.02352637},"labels":[],"label_agreement":null},{"id":"W1763578729","doi":"10.5539/jsd.v8n9p14","title":"Residential Construction Sustainability in the UK and Prospects of Knowledge Transfer to Kazakhstan","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Sustainability reporting; Environmental economics; Questionnaire; Environmental planning; Economics; Geography; Sociology","score_opus":0.01145535449529885,"score_gpt":0.24575459022607496,"score_spread":0.2342992357307761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1763578729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726334,0.0016283285,0.00034889684,0.004193015,0.000041578995,0.000013654091,0.00009357095,0.00001823055,0.021029254],"genre_scores_gemma":[0.9975304,0.000590042,0.00012683001,0.00013799027,0.000004761583,0.000003576728,0.000026857791,0.000001579107,0.0015779901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840254,0.0007229703,0.00008343818,0.00010959722,0.00021433327,0.0004671385],"domain_scores_gemma":[0.99790514,0.0007056545,0.00042146601,0.0001631486,0.0004702479,0.00033433107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002052164,0.00013555387,0.00013942414,0.000769927,0.0013968473,0.0027627451,0.00035668863,0.0005392488,0.005895158],"category_scores_gemma":[0.0040089567,0.00011454518,0.00016586868,0.0014552196,0.0012921527,0.0012545658,0.0023159569,0.00046460127,0.00047276315],"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":[0.0007484585,0.0004049728,0.39478648,0.0013431336,0.000077224686,0.013002318,0.14148769,0.002983852,0.0050317897,0.055531524,0.011560198,0.37304237],"study_design_scores_gemma":[0.000032282267,0.000565453,0.59716064,0.00080952735,0.000037662154,0.002190141,0.23892213,0.001807369,0.0016774596,0.003052941,0.153685,0.000059404385],"about_ca_topic_score_codex":0.044523526,"about_ca_topic_score_gemma":0.051946353,"teacher_disagreement_score":0.044523526,"about_ca_system_score_codex":0.0045015495,"about_ca_system_score_gemma":0.0054840525,"threshold_uncertainty_score":0.08852875},"labels":[],"label_agreement":null},{"id":"W1766904599","doi":"","title":"INSTITUTIONAL EFFECT ANALYSIS COMPARING ENERGY EFFICIENCY RETROFITTING FOR EXISTING RESIDENTIAL BUILDINGS PATTERNS IN CHINA","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"University of Waterloo","funders":"","keywords":"Retrofitting; China; Business; Beijing; Government (linguistics); Incentive; Sustainability; Energy consumption; Central government; Efficient energy use; Local government; Environmental economics; Environmental planning; Economic growth; Engineering; Geography; Economics; Political science; Public administration","score_opus":0.010091104049435735,"score_gpt":0.24614237426972313,"score_spread":0.2360512702202874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1766904599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982937,0.00006260484,0.0003170444,0.000025948455,0.0000040669565,0.000034661363,0.0001333722,0.000011554951,0.0011171212],"genre_scores_gemma":[0.99921703,0.0000347645,0.00012201748,0.000007039281,0.000002445418,0.000025329487,0.00019624652,0.0000023844907,0.0003925776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481106,0.0024791902,0.00040979692,0.00063986244,0.00074442086,0.00091564935],"domain_scores_gemma":[0.98696715,0.0059678885,0.0025827973,0.0013040395,0.0020992598,0.0010789696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005713506,0.00044435434,0.0007072267,0.0022280037,0.0007665177,0.001171559,0.00089865574,0.00028683714,0.0036104461],"category_scores_gemma":[0.009835738,0.00016463993,0.0019757543,0.0025108939,0.0011115151,0.0008000177,0.0014425719,0.0005497767,0.00023625742],"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":[0.0004522414,0.00031889405,0.9835186,0.000060255763,0.0004918687,0.00011927206,0.00043895864,0.0032831081,0.0002788266,0.0006385023,0.00021639872,0.010183052],"study_design_scores_gemma":[0.000021843642,0.00055738486,0.99285334,0.000014466987,0.00026264408,0.000021355328,0.0022327579,0.003138849,0.00041088974,0.00010548566,0.000365291,0.000015732607],"about_ca_topic_score_codex":0.045603383,"about_ca_topic_score_gemma":0.055010352,"teacher_disagreement_score":0.045603383,"about_ca_system_score_codex":0.0031893633,"about_ca_system_score_gemma":0.0026857315,"threshold_uncertainty_score":0.09067589},"labels":[],"label_agreement":null},{"id":"W1787616313","doi":"10.3968/j.sss.1923018420120302.1586","title":"An Empirical Study on Campus Dwelling Environment Quality in Beijing and Its Influencing Factors","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Beijing; Natural (archaeology); Cultural environment; Quality (philosophy); Environmental quality; Construct (python library); Population; Natural landscape; Environmental resource management; China; Geography; Business; Architectural engineering; Ecology; Sociology; Social environment; Environmental science; Engineering; Computer science; Social science","score_opus":0.08765069628124585,"score_gpt":0.4095358134538857,"score_spread":0.32188511717263985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1787616313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992879,0.000030359442,0.000081164224,0.000032664248,7.7361443e-7,0.000009890872,0.00003103547,0.0000011567521,0.0005251411],"genre_scores_gemma":[0.99939466,0.0000856461,0.0001408856,0.000010330473,0.0000016055321,0.000011843245,0.00005773624,7.6528215e-7,0.00029667528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910706,0.00028071922,0.00009839549,0.00008535559,0.00025065834,0.00017773692],"domain_scores_gemma":[0.99744165,0.0009553706,0.00054229976,0.00013766754,0.00040678692,0.00051616016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326079,0.00020211344,0.00027602655,0.0009229559,0.001042832,0.00093239034,0.000331909,0.00027646034,0.0024598446],"category_scores_gemma":[0.0027096302,0.00021377623,0.00021721404,0.0029300079,0.0008236655,0.0009323064,0.0008485952,0.0003930207,0.00019245711],"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":[0.000043626704,0.0002809732,0.9676527,0.00012401985,0.00002509343,0.00042628573,0.017795429,0.00021840517,0.0010664118,0.00031370454,0.00022156927,0.011831823],"study_design_scores_gemma":[0.0000030445212,0.00012770858,0.9660954,0.000016305064,0.000012032397,0.0000854317,0.032109886,0.00037139968,0.00033451163,0.000039414386,0.0007972293,0.000007760509],"about_ca_topic_score_codex":0.021196779,"about_ca_topic_score_gemma":0.041026935,"teacher_disagreement_score":0.021196779,"about_ca_system_score_codex":0.0017423292,"about_ca_system_score_gemma":0.0015832793,"threshold_uncertainty_score":0.042146802},"labels":[],"label_agreement":null},{"id":"W1790264061","doi":"10.1080/10835547.2009.12091783","title":"Green Buildings and Productivity","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Real Estate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Productivity; Space (punctuation); Architectural engineering; Business; Operations management; Engineering; Computer science; Economics; Economic growth","score_opus":0.006273548140996285,"score_gpt":0.2299244815244314,"score_spread":0.2236509333834351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1790264061","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38653585,0.021732993,0.0032565068,0.018048609,0.0007583938,0.000071212744,0.0026173957,0.00019258933,0.5667865],"genre_scores_gemma":[0.9648856,0.0043987087,0.0007247059,0.0004548254,0.00020856397,0.000012547945,0.00034477378,0.000023051134,0.02894728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99890065,0.00024382707,0.000038297956,0.00009907074,0.00031733458,0.00040075654],"domain_scores_gemma":[0.99830866,0.00032049316,0.00044457297,0.00009565508,0.00023682493,0.0005937827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006464651,0.00024587743,0.0001793278,0.0013442899,0.00084999535,0.003841407,0.00034073732,0.00050088967,0.029641911],"category_scores_gemma":[0.0034823455,0.00006834781,0.00021660312,0.0023725291,0.0014710935,0.0018543034,0.0021683252,0.00073129113,0.0024527723],"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":[0.00016914889,0.00037767983,0.20149799,0.0005576122,0.000091543676,0.00044406042,0.007209569,0.0022137733,0.0007124341,0.24883913,0.07774496,0.46014208],"study_design_scores_gemma":[0.000029117444,0.00020189212,0.42686036,0.0005418391,0.000029160461,0.0004358473,0.013397545,0.0005078664,0.00044619633,0.090042025,0.46746066,0.000047398637],"about_ca_topic_score_codex":0.008694551,"about_ca_topic_score_gemma":0.012735466,"teacher_disagreement_score":0.029641911,"about_ca_system_score_codex":0.0020272695,"about_ca_system_score_gemma":0.0009642555,"threshold_uncertainty_score":0.09916204},"labels":[],"label_agreement":null},{"id":"W179919102","doi":"","title":"Spatial Analysis of Participation in the Waterloo Residential Energy Efficiency Project","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"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":"Geography; Transport engineering; Efficient energy use; Architectural engineering; Environmental planning; Regional science; Cartography; Civil engineering; Engineering","score_opus":0.00991456301423649,"score_gpt":0.2262786279353498,"score_spread":0.21636406492111332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W179919102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871969,0.000053727083,0.0007080065,0.00011769303,0.000002976252,0.00006463941,0.0035408936,0.00002605245,0.008289178],"genre_scores_gemma":[0.99422836,0.000076801625,0.0010302708,0.000006632939,0.00000233411,0.00011517728,0.0024597459,0.000008494337,0.002072183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852127,0.0004497291,0.00010402699,0.00020564668,0.0005243574,0.00019499483],"domain_scores_gemma":[0.9965396,0.0009815246,0.00083071366,0.00019717336,0.001253453,0.00019757712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010508157,0.00010633382,0.00017919995,0.0025309077,0.0007133945,0.0008013865,0.00062483875,0.00017511194,0.0038570215],"category_scores_gemma":[0.005133052,0.00012027081,0.0003154369,0.006894396,0.0004915342,0.0005196265,0.001276096,0.00019255017,0.0003820979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015337631,0.00007887745,0.94802564,0.000091340946,0.000049508282,0.00015933561,0.013729087,0.0013604305,0.0006101775,0.0019921635,0.002832767,0.030917298],"study_design_scores_gemma":[0.0000032006621,0.000038813298,0.9756343,0.000023814186,0.0000095254045,0.00003062109,0.018356299,0.002060609,0.0001982882,0.00010915772,0.0035255454,0.000009905081],"about_ca_topic_score_codex":0.39477155,"about_ca_topic_score_gemma":0.51861274,"teacher_disagreement_score":0.6052284,"about_ca_system_score_codex":0.0021572772,"about_ca_system_score_gemma":0.0024210773,"threshold_uncertainty_score":0.78494745},"labels":[],"label_agreement":null},{"id":"W185157002","doi":"10.1007/978-1-4614-7588-0_61","title":"Comparative Environmental Impact Assessment of Residential HVAC Systems","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"HVAC; Environmental science; Architectural engineering; Environmental planning; Engineering; Mechanical engineering","score_opus":0.016649345317002212,"score_gpt":0.2684288748171758,"score_spread":0.25177952950017357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W185157002","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11487729,0.017040899,0.065271765,0.0006494268,0.0003921938,0.00013153018,0.001616528,0.00037780267,0.79964256],"genre_scores_gemma":[0.7293834,0.016417712,0.03652378,0.00018876247,0.00017695918,0.00010769927,0.0024926106,0.00028974112,0.21441938],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994267,0.00010564941,0.000010861773,0.00004455956,0.00037787593,0.00003432915],"domain_scores_gemma":[0.9997303,0.000101620404,0.00001164421,0.000021109807,0.00012761414,0.0000076109686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059249194,0.0005360451,0.00043393936,0.0015203492,0.0005103012,0.0011266002,0.0010815338,0.000511507,0.01696715],"category_scores_gemma":[0.0006382053,0.00022011073,0.00060495146,0.0018894479,0.000306508,0.0011165236,0.0005901215,0.00050124666,0.0010659995],"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":[0.00026125187,0.0002974099,0.0050085336,0.0010316013,0.00014459628,0.00023495848,0.00037950528,0.2004441,0.011646223,0.091576144,0.03757204,0.65140367],"study_design_scores_gemma":[0.000054354758,0.0012086151,0.074320026,0.0011402997,0.0002830626,0.00091160793,0.0032624102,0.25889626,0.04084679,0.15487869,0.46398637,0.00021150248],"about_ca_topic_score_codex":0.010021345,"about_ca_topic_score_gemma":0.026604054,"teacher_disagreement_score":0.01696715,"about_ca_system_score_codex":0.0020166747,"about_ca_system_score_gemma":0.0007234173,"threshold_uncertainty_score":0.056760788},"labels":[],"label_agreement":null},{"id":"W1884912543","doi":"","title":"Reflections on The Image of Green Buildings: An Ethnographic Evaluation of A “LEED” Certified Elementary School","year":2014,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"University of Calgary","funders":"","keywords":"Ethnography; Certification; Sustainability; Meaning (existential); Participant observation; Sociology; Pedagogy; Mathematics education; Principal (computer security); Function (biology); Psychology; Social science; Management; Computer science","score_opus":0.06182168581735814,"score_gpt":0.3477124609688873,"score_spread":0.28589077515152916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1884912543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944311,0.00015415713,0.0008237485,0.000877094,0.00003438681,0.000090210655,0.000050954786,0.000012461786,0.0035259435],"genre_scores_gemma":[0.99517006,0.0003344628,0.00097257114,0.0004868559,0.000022024833,0.0000773043,0.00004594127,0.000047967165,0.0028427765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9908556,0.006742583,0.00020182513,0.0006057342,0.00062101753,0.00097313576],"domain_scores_gemma":[0.9909623,0.006128211,0.00057939347,0.0004332522,0.0008932926,0.0010034512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067814505,0.0010345008,0.0009743826,0.0018368345,0.013139289,0.0055937935,0.0026130714,0.0021904306,0.002914974],"category_scores_gemma":[0.011715359,0.0011463866,0.0005760701,0.0012551879,0.015169311,0.004308522,0.006691714,0.0047619995,0.0003801336],"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":[0.000012565941,0.000033577347,0.0011518352,0.000025470443,0.0000020508992,0.00069394533,0.9959615,0.000017593597,0.00060827343,0.00023204522,0.00019224056,0.0010688789],"study_design_scores_gemma":[0.0000012530511,0.000027377417,0.00081348896,0.000025321686,0.0000022126137,0.00014062942,0.9963851,0.000027284625,0.000245241,0.000045811437,0.002278668,0.000007614617],"about_ca_topic_score_codex":0.019850502,"about_ca_topic_score_gemma":0.06773522,"teacher_disagreement_score":0.019850502,"about_ca_system_score_codex":0.0059123747,"about_ca_system_score_gemma":0.0031917486,"threshold_uncertainty_score":0.042897522},"labels":[],"label_agreement":null},{"id":"W1896546536","doi":"10.3963/jmpm.v2i1.66","title":"Perceptions of Sustainability in Civil Construction Projects: Analysis of Brazilian Construction Sites","year":2014,"lang":"en","type":"article","venue":"Journal of Modern Project Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sustainability; Sustainable development; Construction management; Business; Environmental planning; Environmental resource management; Construction industry; Order (exchange); Engineering; Civil engineering; Construction engineering; Political science; Geography; Economics","score_opus":0.008874891919365378,"score_gpt":0.25758239455765214,"score_spread":0.24870750263828675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896546536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998522,0.0000520686,0.00013256918,0.00007325014,0.0000015109414,0.000018336093,0.000016310807,9.745587e-7,0.0011830094],"genre_scores_gemma":[0.99959975,0.00009025463,0.00009445074,0.000012394453,9.004477e-7,0.000017092749,0.000013935577,9.953671e-7,0.00017015619],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971818,0.0016378672,0.00012266911,0.00015692925,0.0004696315,0.0004311073],"domain_scores_gemma":[0.9928861,0.00390538,0.0013159568,0.0002551899,0.00080597476,0.0008314204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046578837,0.00036171038,0.00043697958,0.0014736174,0.0021174266,0.0018215462,0.00048984407,0.0006358057,0.001555373],"category_scores_gemma":[0.008716879,0.00041174152,0.00031964484,0.0020297505,0.0027011288,0.0008904257,0.002235233,0.0006149084,0.00009696791],"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":[0.000071458075,0.00027280604,0.35323876,0.00037669428,0.00003212585,0.0014958428,0.61433053,0.00045131592,0.0031944271,0.0016323483,0.00045667705,0.024446966],"study_design_scores_gemma":[0.00000380861,0.0001376324,0.2125771,0.00015993223,0.000011992229,0.00037540644,0.7811875,0.00031992258,0.00032084194,0.00021957049,0.004667546,0.00001884206],"about_ca_topic_score_codex":0.0144240875,"about_ca_topic_score_gemma":0.02584285,"teacher_disagreement_score":0.0144240875,"about_ca_system_score_codex":0.0017531434,"about_ca_system_score_gemma":0.0020423282,"threshold_uncertainty_score":0.028680265},"labels":[],"label_agreement":null},{"id":"W1916690310","doi":"","title":"Assessment and Adaptation of an Appropriate Green Building Rating System for Nigeria.","year":2013,"lang":"en","type":"article","venue":"Journal of environment and earth science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"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":"Rating system; Sustainability; Certification; Green building; Environmental design; Architectural engineering; Architecture; Sustainable design; Environmental quality; Environmental economics; Order (exchange); Sustainable development; Environmental resource management; Business; Civil engineering; Engineering; Environmental science; Finance; Economics; Ecology; Geography; Management","score_opus":0.01183585083630829,"score_gpt":0.22645164918949334,"score_spread":0.21461579835318506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1916690310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685661,0.00017469037,0.009672105,0.0006053283,0.000048111284,0.001841353,0.0003193713,0.000049564424,0.01872325],"genre_scores_gemma":[0.9618748,0.0001648329,0.0359515,0.00004157292,0.0000040016043,0.0004436238,0.00023813368,0.0000066716084,0.0012749751],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99719465,0.0013932809,0.0003476371,0.00012638581,0.00078584073,0.00015222594],"domain_scores_gemma":[0.9940957,0.00142123,0.0010498224,0.00032663657,0.0027819462,0.00032465058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070547475,0.00021312539,0.00018789485,0.0012073956,0.0009154337,0.0013956884,0.00028953797,0.0003072942,0.0011405059],"category_scores_gemma":[0.011478256,0.00013948797,0.00021500865,0.0009267914,0.00033847857,0.00085582235,0.00092852995,0.00042877867,0.00023259057],"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":[0.0008280677,0.0012135309,0.45701215,0.0010414118,0.000053404725,0.001029223,0.015561569,0.009632113,0.023220863,0.010632031,0.0052015693,0.47457412],"study_design_scores_gemma":[0.00013047045,0.0035524834,0.79781014,0.0011450426,0.00013455529,0.00084686145,0.08437115,0.034445424,0.019081037,0.004090845,0.054195955,0.00019600322],"about_ca_topic_score_codex":0.006950806,"about_ca_topic_score_gemma":0.017979162,"teacher_disagreement_score":0.0070547475,"about_ca_system_score_codex":0.0030162153,"about_ca_system_score_gemma":0.0029754755,"threshold_uncertainty_score":0.037309527},"labels":[],"label_agreement":null},{"id":"W1934840894","doi":"10.1016/j.proeng.2015.08.411","title":"Building Energy Consumption in US, EU, and BRIC Countries","year":2015,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"BRIC; Energy consumption; China; Consumption (sociology); Business; Developing country; International trade; Economics; Economic growth; Engineering; Political science","score_opus":0.010497844461002739,"score_gpt":0.21565979487061435,"score_spread":0.2051619504096116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934840894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96028465,0.0032597494,0.0003251872,0.00015932426,0.000022226019,0.000011770964,0.013968047,0.00003604819,0.021933055],"genre_scores_gemma":[0.98102933,0.0023321537,0.00055639166,0.00008517689,0.0000117316595,0.000032905205,0.014473163,0.000016878694,0.001462328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956065,0.00014122878,0.000057733057,0.000057886045,0.00010666498,0.00007574175],"domain_scores_gemma":[0.9994019,0.0001407957,0.00022785977,0.000047063335,0.00015441453,0.000027915577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048925256,0.00018523882,0.00020101163,0.0036022044,0.0002129316,0.00067064475,0.00016847964,0.00018905757,0.0010229538],"category_scores_gemma":[0.0010755899,0.000088822046,0.0002703335,0.009151505,0.00019884213,0.00041490837,0.00055336085,0.00019603792,0.00026992892],"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":[0.0003942397,0.0001225422,0.9185676,0.00045533245,0.00029372552,0.00035698237,0.0021205796,0.0035799288,0.0016802849,0.0067673097,0.009907094,0.05575437],"study_design_scores_gemma":[0.000005738078,0.00006134589,0.9648654,0.000116777424,0.000058682763,0.00035927226,0.0028432256,0.00048524825,0.0010955048,0.0002638699,0.029826205,0.000018868914],"about_ca_topic_score_codex":0.013691564,"about_ca_topic_score_gemma":0.024811834,"teacher_disagreement_score":0.013691564,"about_ca_system_score_codex":0.00042562425,"about_ca_system_score_gemma":0.0002096199,"threshold_uncertainty_score":0.027223766},"labels":[],"label_agreement":null},{"id":"W1946664660","doi":"10.1139/cjfr-2015-0123","title":"Building material preferences with a focus on wood in urban housing: durability and environmental impacts","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Apartment; Business; Product (mathematics); Respondent; Sustainability; Population; Environmentally friendly; Architectural engineering; Engineering; Civil engineering; Ecology; Political science","score_opus":0.03694875168821837,"score_gpt":0.2787706920452799,"score_spread":0.2418219403570615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946664660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988682,0.000029975645,0.0000443681,0.000012645813,6.10417e-7,0.000003702626,0.00003953138,3.1400396e-7,0.0010006166],"genre_scores_gemma":[0.99938035,0.00005376264,0.00012686205,0.000012950236,0.0000010602703,0.0000050878566,0.000061809646,6.660259e-7,0.0003574088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978024,0.00005877667,0.00001818739,0.00002270306,0.00008207668,0.0000379469],"domain_scores_gemma":[0.99923015,0.00029589608,0.00029352316,0.0000342139,0.00007209576,0.00007413773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005203893,0.00013745684,0.00011467326,0.00039201896,0.00039352005,0.0005076487,0.0001408843,0.00025348994,0.004064295],"category_scores_gemma":[0.0011030644,0.0000896113,0.00019009005,0.00076799287,0.0003919596,0.00046255396,0.00042118746,0.0001856248,0.00023286461],"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":[0.00015296013,0.00022155697,0.9776519,0.00010344984,0.000025693327,0.00020965893,0.0052177045,0.00058282656,0.0025022049,0.0003165882,0.00030047755,0.012714985],"study_design_scores_gemma":[0.0000017733646,0.000061431434,0.9943541,0.0000135462205,0.000007637827,0.00006439211,0.00431511,0.00018050487,0.0003223139,0.000087453,0.0005875983,0.000004087938],"about_ca_topic_score_codex":0.01479806,"about_ca_topic_score_gemma":0.06100634,"teacher_disagreement_score":0.01479806,"about_ca_system_score_codex":0.00043504065,"about_ca_system_score_gemma":0.00018793679,"threshold_uncertainty_score":0.029423833},"labels":[],"label_agreement":null},{"id":"W1952612637","doi":"10.24908/pceea.v0i0.3671","title":"ENHANCING THE SUSTAINABILITY CONTENT OF A CIVIL ENGINEERING UNDERGRADUATE CURRICULUM","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Curriculum; Engineering management; Sustainable design; Engineering; Engineering ethics; Process (computing); Sustainable development; Engineering design process; Civil engineering; Computer science; Political science; Sociology; Mechanical engineering; Ecology; Pedagogy","score_opus":0.008526969761144067,"score_gpt":0.19320745715033452,"score_spread":0.18468048738919046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952612637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5625029,0.013301376,0.040695727,0.058374226,0.004614934,0.0012491221,0.00066683337,0.0024452342,0.31614965],"genre_scores_gemma":[0.7998088,0.013634507,0.07484703,0.0077305576,0.0016069458,0.00059135346,0.0014703263,0.00037928062,0.09993122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998676,0.00021987983,0.000057139598,0.00012413807,0.000689034,0.00023376507],"domain_scores_gemma":[0.99526924,0.00065109535,0.00037200685,0.00020749202,0.0016127096,0.0018875111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021504683,0.00044379788,0.00035237175,0.0020498303,0.0014472296,0.0040642023,0.001185071,0.0010607389,0.008793727],"category_scores_gemma":[0.006203923,0.0002510455,0.00025403962,0.001494907,0.00078012806,0.0012309772,0.0036274423,0.0008918857,0.001756024],"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":[0.00005867195,0.0011771771,0.013234113,0.0017102705,0.000009933018,0.0005249285,0.007651302,0.002112438,0.02073832,0.0212486,0.084850445,0.8466838],"study_design_scores_gemma":[0.000040776522,0.0005126606,0.06258095,0.0019313172,0.000036951256,0.0006875063,0.00670807,0.0022964352,0.014876765,0.019897921,0.8903764,0.00005425596],"about_ca_topic_score_codex":0.007155928,"about_ca_topic_score_gemma":0.025351422,"teacher_disagreement_score":0.008793727,"about_ca_system_score_codex":0.006140795,"about_ca_system_score_gemma":0.014931135,"threshold_uncertainty_score":0.04455483},"labels":[],"label_agreement":null},{"id":"W1964843331","doi":"10.3917/riges.373.0068","title":"Des bâtiments écologiques : un moyen d'améliorer la rentabilité des organisations ?","year":2012,"lang":"fr","type":"article","venue":"Gestion","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.017070116924163412,"score_gpt":0.2587320961277031,"score_spread":0.24166197920353968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964843331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70168334,0.04177202,0.047381528,0.028736422,0.0003436763,0.00020338681,0.0004571096,0.00016943876,0.17925301],"genre_scores_gemma":[0.9609546,0.011214287,0.011702061,0.0005366438,0.00006182369,0.000055470107,0.00008137257,0.000033134533,0.015360484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99901307,0.000423888,0.000026718084,0.00010493916,0.00027758616,0.00015386153],"domain_scores_gemma":[0.99848086,0.0005846468,0.00030576185,0.000111056244,0.00038462254,0.00013309045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016995983,0.0005598251,0.00042709106,0.00097577524,0.0007569538,0.0033922263,0.0007872037,0.00068573735,0.008258325],"category_scores_gemma":[0.002851418,0.00024225964,0.00038733377,0.001263125,0.002620895,0.0031398314,0.0012074974,0.00075747806,0.000604491],"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":[0.0005501882,0.00039770274,0.05838172,0.005179585,0.0006670645,0.0007406003,0.01322864,0.0416388,0.019853452,0.26179555,0.00550549,0.59206116],"study_design_scores_gemma":[0.00010385505,0.001374149,0.19480054,0.006795198,0.000554131,0.0006021177,0.049498864,0.010399052,0.013922285,0.16206318,0.5596921,0.00019443853],"about_ca_topic_score_codex":0.02787916,"about_ca_topic_score_gemma":0.08629608,"teacher_disagreement_score":0.02787916,"about_ca_system_score_codex":0.003876921,"about_ca_system_score_gemma":0.0052661328,"threshold_uncertainty_score":0.05543375},"labels":[],"label_agreement":null},{"id":"W1965466455","doi":"10.1139/l04-102","title":"Assessing the performance of sustainable technologies for building projects","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Work (physics); Emerging technologies; Sustainable design; Government (linguistics); Business; Identification (biology); Sustainability; Environmental economics; Process management; Risk analysis (engineering); Engineering; Computer science; Economics","score_opus":0.009759302856336053,"score_gpt":0.22615769044328438,"score_spread":0.21639838758694832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965466455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382351,0.000656081,0.034228954,0.00042464735,0.000014631072,0.00030665236,0.0003897036,0.0000826876,0.025661465],"genre_scores_gemma":[0.9882852,0.00035800668,0.010257416,0.000008821224,0.0000069928183,0.00008355467,0.00022879717,0.000010222177,0.00076110486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.98336315,0.0066798697,0.0008296283,0.00038858558,0.008064073,0.0006747143],"domain_scores_gemma":[0.97535884,0.013880893,0.003751862,0.0011466807,0.005222382,0.00063934637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016515927,0.00068205426,0.00044259426,0.0038895647,0.00059349625,0.0029466404,0.0006393623,0.00090561394,0.0017729349],"category_scores_gemma":[0.0453124,0.0002613774,0.000580389,0.0027828352,0.0005895481,0.0032107576,0.0017526688,0.0004547531,0.00039432576],"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":[0.0005754895,0.00043025866,0.19992697,0.0007437422,0.00047949314,0.00043125154,0.0012706202,0.48987105,0.007528114,0.020095415,0.0012285822,0.27741903],"study_design_scores_gemma":[0.00010866088,0.0068031875,0.37165672,0.0006578098,0.0006572404,0.00093847554,0.00837767,0.48424387,0.05042135,0.0564658,0.019300632,0.00036855365],"about_ca_topic_score_codex":0.0023757333,"about_ca_topic_score_gemma":0.0039942185,"teacher_disagreement_score":0.016515927,"about_ca_system_score_codex":0.0023450626,"about_ca_system_score_gemma":0.002427288,"threshold_uncertainty_score":0.0873456},"labels":[],"label_agreement":null},{"id":"W1966676059","doi":"10.1007/s10098-015-0959-0","title":"Spatial life cycle sustainability assessment: a conceptual framework for net-zero buildings","year":2015,"lang":"en","type":"article","venue":"Clean Technologies and Environmental Policy","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sustainability; Life-cycle assessment; Zero-energy building; Built environment; Environmental resource management; Civil engineering; Zero emission; Sustainable development; Sustainable design; Building design; Engineering; Environmental economics; Architectural engineering; Efficient energy use; Environmental science; Economics; Ecology","score_opus":0.012252896365826908,"score_gpt":0.2601046332241093,"score_spread":0.2478517368582824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966676059","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014916938,0.0006310653,0.8925079,0.0033004072,0.00013219271,0.00012255783,0.00039680535,0.00019246002,0.087799646],"genre_scores_gemma":[0.70888364,0.0012878409,0.274431,0.0003134903,0.00011305564,0.00033484853,0.00042149003,0.00012831375,0.014086322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886096,0.00045997617,0.00006464937,0.00009751491,0.0004152413,0.00010168387],"domain_scores_gemma":[0.9989833,0.0002622714,0.00009349846,0.00015124139,0.00036921105,0.00014050418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024376728,0.0008289819,0.00051373144,0.0023153478,0.0010406387,0.005022005,0.0027303721,0.0011569049,0.006004529],"category_scores_gemma":[0.0026518106,0.00029625776,0.0007781364,0.0020996102,0.0042221006,0.004573999,0.003475985,0.0015369802,0.0005184611],"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":[0.0000035584706,0.000010633838,0.0003103108,0.000036461646,0.0000068578365,0.000016520491,0.000100765654,0.028355038,0.00012883995,0.9626184,0.0005838352,0.007828704],"study_design_scores_gemma":[0.000004757291,0.000022883027,0.00033984214,0.000108008746,0.000017477905,0.000052166204,0.0006812017,0.07892749,0.0005267811,0.88121414,0.03808823,0.000016911225],"about_ca_topic_score_codex":0.008745273,"about_ca_topic_score_gemma":0.014910307,"teacher_disagreement_score":0.008745273,"about_ca_system_score_codex":0.0035575817,"about_ca_system_score_gemma":0.0032265212,"threshold_uncertainty_score":0.025812149},"labels":[],"label_agreement":null},{"id":"W1967000343","doi":"10.1080/09613218.2011.610608","title":"Transitioning from green to regenerative design","year":2011,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":230,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainable design; Sustainability; Ecology; Biology","score_opus":0.10050780441243956,"score_gpt":0.31460560075712674,"score_spread":0.21409779634468717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967000343","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03206157,0.0055528055,0.78787357,0.018821716,0.0007838336,0.00020915396,0.00009827176,0.00046708033,0.1541321],"genre_scores_gemma":[0.4471858,0.008044845,0.49827215,0.003776308,0.00034391313,0.00055857655,0.0001419579,0.0005450232,0.04113132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924825,0.0032345923,0.0003278284,0.00070128264,0.0027616331,0.000492085],"domain_scores_gemma":[0.995002,0.002166928,0.00024771958,0.0010974783,0.0011673708,0.0003185889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009816837,0.0007633483,0.0004908501,0.0017063876,0.0016310813,0.0074096285,0.002224319,0.0024979394,0.0033485896],"category_scores_gemma":[0.0058133113,0.0005673524,0.0010667299,0.0010123912,0.013492836,0.0062330635,0.004809876,0.0045730677,0.0010111405],"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":[0.00002431596,0.000053230302,0.00083269976,0.00028942898,0.00001689441,0.00006416032,0.003647542,0.0071724975,0.0017743392,0.9157201,0.002819578,0.06758506],"study_design_scores_gemma":[0.000020508627,0.00017957004,0.00088254886,0.000450864,0.000024350764,0.0002205983,0.0029423542,0.012844689,0.0033645823,0.65433884,0.3246776,0.00005353223],"about_ca_topic_score_codex":0.002111387,"about_ca_topic_score_gemma":0.0033787698,"teacher_disagreement_score":0.009816837,"about_ca_system_score_codex":0.005704674,"about_ca_system_score_gemma":0.00469004,"threshold_uncertainty_score":0.051917017},"labels":[],"label_agreement":null},{"id":"W1967083376","doi":"10.1061/41109(373)155","title":"Canadian Industry Practitioners Perception on LEED Credits","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary","funders":"","keywords":"Sustainability; Acknowledgement; Incentive; Schedule; Government (linguistics); Business; Perception; Position (finance); Environmental economics; Marketing; Economics; Computer science; Management; Finance","score_opus":0.008817261967632963,"score_gpt":0.23697292282915847,"score_spread":0.2281556608615255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967083376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321214,0.00066302315,0.0005929991,0.012328502,0.000089746776,0.000071068294,0.00018374126,0.000040410243,0.053909063],"genre_scores_gemma":[0.9913299,0.0007005167,0.00023204529,0.0008165432,0.000011220661,0.000019078943,0.00005797427,0.000010355073,0.0068223667],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99207956,0.0014814378,0.00027258688,0.00038627928,0.0039516347,0.0018285796],"domain_scores_gemma":[0.97838527,0.0040339553,0.0018234304,0.000427467,0.008447526,0.0068822694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006210632,0.00025345583,0.0003024349,0.0023932687,0.008234205,0.004129516,0.0009291343,0.001448076,0.009324886],"category_scores_gemma":[0.017874619,0.00031561468,0.00023782818,0.0034290971,0.004273807,0.0013837342,0.0033604298,0.0018700893,0.00040911773],"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":[0.00014660045,0.00022120264,0.23288181,0.00042424072,0.000020547033,0.0018201205,0.6487712,0.00048601165,0.0035474745,0.011110083,0.023674712,0.07689601],"study_design_scores_gemma":[0.000014122371,0.0001418355,0.1672013,0.00036765565,0.000011254356,0.0003820231,0.7274781,0.00040101862,0.00033832627,0.00062579324,0.10294502,0.000093652096],"about_ca_topic_score_codex":0.830604,"about_ca_topic_score_gemma":0.86418664,"teacher_disagreement_score":0.16939598,"about_ca_system_score_codex":0.027814534,"about_ca_system_score_gemma":0.03661497,"threshold_uncertainty_score":0.3407871},"labels":[],"label_agreement":null},{"id":"W1967109745","doi":"10.3992/jgb.2.2.14","title":"Energy Efficient Sustainable Schools in Canada South","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Architectural engineering; Sustainable design; Efficient energy use; Engineering; Sustainable living; Green building; Sustainable energy; Sustainability; Windsor; Civil engineering; Business; Ecology","score_opus":0.005373311900662826,"score_gpt":0.20730889596574187,"score_spread":0.20193558406507905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967109745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5103922,0.00409655,0.003011885,0.03293161,0.0006659841,0.00064530125,0.006278454,0.0006658717,0.44131222],"genre_scores_gemma":[0.73751783,0.0014709504,0.004614748,0.0029187645,0.000042609252,0.00012638353,0.0017328693,0.000092146205,0.25148368],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99815804,0.000098627024,0.00003784564,0.00013741133,0.00063711894,0.00093096634],"domain_scores_gemma":[0.99726367,0.000080179154,0.000104792365,0.00006376633,0.001248186,0.00123951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091310334,0.00031068543,0.0003409339,0.0019588359,0.013731546,0.0037618754,0.0014452602,0.0011511928,0.023219291],"category_scores_gemma":[0.001703912,0.0004173687,0.0004819737,0.0032465048,0.0017361175,0.00094248797,0.002516585,0.0015582207,0.0015414482],"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":[0.0003918147,0.00077319256,0.19783972,0.0010854383,0.00010651847,0.004143973,0.021982767,0.0042254576,0.0035733979,0.26136324,0.18567169,0.31884286],"study_design_scores_gemma":[0.0000650285,0.00007504333,0.22849366,0.0004674693,0.00004101304,0.00026003877,0.0262581,0.0018305568,0.0013774007,0.0055508614,0.7355048,0.00007598369],"about_ca_topic_score_codex":0.9935417,"about_ca_topic_score_gemma":0.99890816,"teacher_disagreement_score":0.10442675,"about_ca_system_score_codex":0.10442675,"about_ca_system_score_gemma":0.26767153,"threshold_uncertainty_score":0.75767267},"labels":[],"label_agreement":null},{"id":"W1967495676","doi":"10.3992/jgb.5.1.115","title":"Evaluating Institutional Green Building Policies: A Mixed-Methods Approach","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Alberta; McMaster University; Pennsylvania State University","keywords":"Green building; Sustainable development; Work (physics); Business; Capacity building; Sustainability; Higher education; Environmental planning; Political science; Engineering; Economic growth; Architectural engineering; Economics; Geography","score_opus":0.033581249986104136,"score_gpt":0.3697031168003028,"score_spread":0.3361218668141987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967495676","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23092923,0.0025181577,0.31264615,0.0005620597,0.00031075947,0.43798795,0.0032498466,0.00039146031,0.011404499],"genre_scores_gemma":[0.13814281,0.0006821725,0.4405309,0.00042866764,0.00004941641,0.41788214,0.00057268713,0.000053269472,0.0016579535],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.83939147,0.1373816,0.008106307,0.0051681255,0.00811196,0.0018405968],"domain_scores_gemma":[0.8242243,0.14750318,0.007497143,0.007325273,0.0126084285,0.00084167527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11165493,0.002689375,0.0038491294,0.011046023,0.003589364,0.00513126,0.0052826065,0.0032929075,0.010128763],"category_scores_gemma":[0.0997888,0.0018656105,0.004326399,0.009463924,0.0020085138,0.003058481,0.0045060418,0.0021355432,0.00092076923],"study_design_candidate":"qualitative","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":[0.010144827,0.02626914,0.029076317,0.03260356,0.005853794,0.0013185345,0.061591312,0.021727549,0.008205822,0.035622593,0.0035480633,0.76403856],"study_design_scores_gemma":[0.025517453,0.13616246,0.08222944,0.018270351,0.01234153,0.0009440495,0.24559659,0.17687368,0.055266485,0.12978062,0.11485683,0.0021605254],"about_ca_topic_score_codex":0.0049804454,"about_ca_topic_score_gemma":0.0074346196,"teacher_disagreement_score":0.11165493,"about_ca_system_score_codex":0.0065688845,"about_ca_system_score_gemma":0.009438367,"threshold_uncertainty_score":0.59049475},"labels":[],"label_agreement":null},{"id":"W1969199845","doi":"10.3992/jgb.6.3.76","title":"THE EFFECTIVENESS OF BOMA BESt AND LEED CANADA EB:O&amp;M IN GREENING COMMERCIAL BUILDINGS","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Business; Stakeholder; Certification; Green building; Environmental resource management; Architectural engineering; Engineering; Management; Computer science; Economics","score_opus":0.017466144087193488,"score_gpt":0.23163336358702996,"score_spread":0.21416721949983647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969199845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6259669,0.0016077077,0.006656935,0.0056493897,0.00012476707,0.00052683265,0.00039647057,0.00025581944,0.3588152],"genre_scores_gemma":[0.9768123,0.0004951562,0.004976651,0.00032861502,0.000014964963,0.00010469834,0.000091888236,0.000036687263,0.01713901],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98640555,0.0030038082,0.00028933675,0.0004286143,0.00857653,0.0012960862],"domain_scores_gemma":[0.986,0.0033657544,0.0010740006,0.0006711359,0.0060480074,0.0028410745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067363316,0.00027601208,0.00023055749,0.0025887177,0.004716912,0.0053420956,0.0011093344,0.0008446074,0.006257715],"category_scores_gemma":[0.01668522,0.0002707405,0.00027491245,0.002886099,0.0032997944,0.0019931279,0.0027535562,0.0010429343,0.00056515477],"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":[0.00071892224,0.0010121919,0.1664662,0.0010093645,0.00008440166,0.0003270957,0.017443791,0.003464234,0.0086731315,0.06545377,0.050006427,0.6853404],"study_design_scores_gemma":[0.000110360685,0.0009109146,0.72471976,0.00081837573,0.00011876534,0.00037093987,0.033878192,0.006217802,0.007032301,0.0059659285,0.21954082,0.00031579766],"about_ca_topic_score_codex":0.6206067,"about_ca_topic_score_gemma":0.88802767,"teacher_disagreement_score":0.37939328,"about_ca_system_score_codex":0.020012515,"about_ca_system_score_gemma":0.023942694,"threshold_uncertainty_score":0.7632552},"labels":[],"label_agreement":null},{"id":"W1969298018","doi":"10.1680/ensu.11.00026","title":"Retrofit versus new-build house using life-cycle assessment","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":32,"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; Queen's University Belfast","keywords":"Retrofitting; Life-cycle assessment; Stage (stratigraphy); Life span; Baseline (sea); Environmental impact assessment; Architectural engineering; Computer science; Engineering; Operations management; Environmental science; Production (economics)","score_opus":0.011586189122425544,"score_gpt":0.24460106034376375,"score_spread":0.2330148712213382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969298018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771613,0.00038771675,0.015264694,0.000033108405,0.000008926878,0.00024560324,0.00090165203,0.00007698185,0.0059199976],"genre_scores_gemma":[0.98441136,0.00023248816,0.013592845,0.0000093260005,0.0000030699264,0.00010935529,0.00080076914,0.000018800414,0.0008220182],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973024,0.0011013256,0.00017280054,0.0002745464,0.0010374016,0.00011149343],"domain_scores_gemma":[0.9925195,0.0041336855,0.00090564677,0.00044899707,0.0018651198,0.00012706869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030082033,0.0005832871,0.000541796,0.0026179575,0.0003253865,0.0013229084,0.00085490465,0.00033104498,0.0017017534],"category_scores_gemma":[0.009339852,0.000216606,0.00073817035,0.002319707,0.00029193118,0.001619443,0.00052335847,0.0003100939,0.00030634002],"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":[0.00193801,0.0012260842,0.3898287,0.0010140516,0.0007252866,0.0004842466,0.0037869634,0.2431327,0.019552244,0.0045195757,0.001150796,0.33264124],"study_design_scores_gemma":[0.00009481248,0.0064623114,0.5090837,0.0002147285,0.0005339535,0.0008532976,0.0048995833,0.3942188,0.061093178,0.0054521775,0.016633831,0.00045953834],"about_ca_topic_score_codex":0.0073636784,"about_ca_topic_score_gemma":0.018090516,"teacher_disagreement_score":0.0073636784,"about_ca_system_score_codex":0.0017563157,"about_ca_system_score_gemma":0.00069517514,"threshold_uncertainty_score":0.015909076},"labels":[],"label_agreement":null},{"id":"W1974051892","doi":"10.3992/jgb.1.2.49","title":"The Design and Construction of the 4C's Building","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College; Queen's University","funders":"","keywords":"Architectural engineering; Variety (cybernetics); Engineering; Civil engineering; Business; Construction engineering; Computer science","score_opus":0.006863825436896739,"score_gpt":0.21245151387472888,"score_spread":0.20558768843783215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974051892","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23296122,0.000795368,0.10649323,0.001540547,0.0010065656,0.0033111176,0.0016282954,0.0019676453,0.65029603],"genre_scores_gemma":[0.6635282,0.00041411087,0.16328244,0.00029393448,0.000071155766,0.0013481671,0.001261704,0.00032081027,0.1694795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984706,0.00031678137,0.000044218883,0.00014197244,0.00076697994,0.0002592771],"domain_scores_gemma":[0.99941194,0.000034429166,0.00002321831,0.00007334711,0.00025959383,0.00019748913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008583038,0.00057782343,0.0002872408,0.0012776052,0.0032675967,0.002994487,0.0013087465,0.0011912022,0.016410789],"category_scores_gemma":[0.00090040127,0.00059940014,0.00039810152,0.0009461927,0.0018539397,0.0006723211,0.0035526084,0.0011007431,0.0026580088],"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":[0.00059312396,0.00064923614,0.022395326,0.0009285584,0.00004759642,0.004651705,0.010193047,0.08738289,0.042707447,0.2470137,0.11505547,0.46838188],"study_design_scores_gemma":[0.000112529015,0.000798026,0.01822287,0.00039972577,0.000056365127,0.0008870143,0.006884008,0.028887471,0.01153347,0.0060498384,0.926013,0.00015573659],"about_ca_topic_score_codex":0.04533896,"about_ca_topic_score_gemma":0.073669985,"teacher_disagreement_score":0.04533896,"about_ca_system_score_codex":0.0035580364,"about_ca_system_score_gemma":0.006453576,"threshold_uncertainty_score":0.09015012},"labels":[],"label_agreement":null},{"id":"W1974281211","doi":"10.2495/sdp-v8-n4-464-484","title":"Significance of sub-criteria in measuring sustainable performance of building envelope development","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Building envelope; Sustainable development; Envelope (radar); Environmental science; Architectural engineering; Environmental planning; Environmental resource management; Business; Engineering; Geography; Political science; Aerospace engineering; Meteorology","score_opus":0.014437454383712339,"score_gpt":0.237542360579565,"score_spread":0.22310490619585266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974281211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73849434,0.0025040337,0.18611431,0.0007473422,0.00014304633,0.00059660216,0.00058494596,0.0002466674,0.07056874],"genre_scores_gemma":[0.95397234,0.00034945272,0.044153932,0.000049116206,0.000024091227,0.00014578196,0.00018071369,0.000029729916,0.0010947664],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98118937,0.007932265,0.0015887361,0.0007453763,0.008086224,0.00045790587],"domain_scores_gemma":[0.9363501,0.036829628,0.006652728,0.003246981,0.015427397,0.0014930373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015168912,0.00073638005,0.000517344,0.0039178147,0.000768532,0.003047722,0.0007779867,0.0007500184,0.0012290446],"category_scores_gemma":[0.04389575,0.0001954474,0.00056362536,0.0039260276,0.0014041114,0.003118555,0.0023320909,0.00087817496,0.00049306866],"study_design_candidate":"theoretical_or_conceptual","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":[0.00044904483,0.000428688,0.490856,0.0013078193,0.0002899193,0.00021508802,0.0050332933,0.02633435,0.011716938,0.02072548,0.0015098194,0.44113362],"study_design_scores_gemma":[0.000018338733,0.0019592766,0.8018783,0.00090207416,0.0002600212,0.0006871204,0.01593191,0.08069844,0.030893173,0.029950356,0.036521025,0.00029997464],"about_ca_topic_score_codex":0.0022996594,"about_ca_topic_score_gemma":0.0032239978,"teacher_disagreement_score":0.015168912,"about_ca_system_score_codex":0.00097447546,"about_ca_system_score_gemma":0.0014024976,"threshold_uncertainty_score":0.08022177},"labels":[],"label_agreement":null},{"id":"W1976641981","doi":"10.1139/cjce-2013-0508","title":"Life cycle environmental benefits of pavement surface maintenance","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Ministère des Transports; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Greenhouse gas; Sustainability; Life-cycle assessment; Environmental impact assessment; Pavement management; Cost–benefit analysis; Discounting; Environmental science; Transport engineering; Environmental resource management; Engineering; Environmental economics; Business; Production (economics)","score_opus":0.00454740077328219,"score_gpt":0.1611187008708588,"score_spread":0.1565713000975766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976641981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956025,0.001829423,0.018054664,0.00037581398,0.000042699106,0.000082376144,0.0008068057,0.000065923035,0.02271727],"genre_scores_gemma":[0.9955266,0.0002853364,0.0028554876,0.000016611008,0.0000065338018,0.00001051886,0.00017519217,0.0000101597825,0.0011135712],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987941,0.00033083063,0.00005001927,0.00007689589,0.00055125274,0.00019688877],"domain_scores_gemma":[0.9964425,0.0017216306,0.0004833021,0.0002006967,0.0010235566,0.00012822056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018196608,0.00042876907,0.00027353852,0.001149052,0.00026160778,0.0009664144,0.0004966626,0.00047340803,0.0022516083],"category_scores_gemma":[0.004102307,0.00015547659,0.0006601599,0.00084538397,0.0003432298,0.0010150388,0.00067350396,0.00037952437,0.00015613889],"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":[0.0016312337,0.00033044204,0.07890885,0.00071818824,0.00036337087,0.0007223261,0.00021542648,0.5498531,0.02996212,0.015259988,0.0012024144,0.32083246],"study_design_scores_gemma":[0.000080296544,0.004573955,0.49223432,0.00043743663,0.001277574,0.0015536875,0.0019270766,0.342825,0.06549272,0.041945346,0.047329985,0.00032262504],"about_ca_topic_score_codex":0.0026678233,"about_ca_topic_score_gemma":0.006511554,"teacher_disagreement_score":0.0026678233,"about_ca_system_score_codex":0.0015328455,"about_ca_system_score_gemma":0.00068318687,"threshold_uncertainty_score":0.01112169},"labels":[],"label_agreement":null},{"id":"W1976928403","doi":"10.1108/02632771011023168","title":"Evaluating user experience in green buildings in relation to workplace culture and context","year":2010,"lang":"en","type":"article","venue":"Facilities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Post-occupancy evaluation; Context (archaeology); Originality; Building design; Organizational culture; Architectural engineering; Facility management; Knowledge management; Engineering; Relation (database); Productivity; Sustainable design; Quality (philosophy); Public relations; Business; Marketing; Sociology; Sustainability; Computer science; Qualitative research; Political science","score_opus":0.02610052448703407,"score_gpt":0.2968177549782117,"score_spread":0.27071723049117763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976928403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509454,0.00023169139,0.0015457919,0.00007387131,0.000008784319,0.000058809754,0.000030523865,0.000014004569,0.0029420194],"genre_scores_gemma":[0.99734926,0.0001685509,0.0017877793,0.000051202078,0.0000047313797,0.000074390104,0.00002265343,0.000007043721,0.0005343773],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99215466,0.005604128,0.00041761505,0.000263149,0.0011178527,0.0004426304],"domain_scores_gemma":[0.97728854,0.01607884,0.002315389,0.0008699373,0.002694891,0.0007524502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008451795,0.00028339203,0.00047859323,0.00070343394,0.0010261304,0.0033415759,0.00039126145,0.0005276001,0.0029347984],"category_scores_gemma":[0.021687979,0.00019497907,0.0005796708,0.00071530236,0.0012539148,0.001603812,0.0020099806,0.00047732148,0.0003345094],"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":[0.0014594303,0.0011358053,0.3281944,0.0025270898,0.00021062826,0.0006221652,0.42520607,0.0016891571,0.012795555,0.0020114016,0.0011767917,0.22297151],"study_design_scores_gemma":[0.000071009665,0.007863556,0.41138896,0.0011392524,0.00027017895,0.0008234357,0.5473886,0.0025157488,0.011494785,0.0018728455,0.014845032,0.00032666628],"about_ca_topic_score_codex":0.0012251076,"about_ca_topic_score_gemma":0.002054155,"teacher_disagreement_score":0.008451795,"about_ca_system_score_codex":0.00078043365,"about_ca_system_score_gemma":0.0005858936,"threshold_uncertainty_score":0.04469788},"labels":[],"label_agreement":null},{"id":"W1977664010","doi":"10.1080/713676586","title":"Urban Environmental Sustainability Metrics: A Provisional Set","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":45,"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":"United Nations Development Programme","keywords":"Variety (cybernetics); Sustainability; Set (abstract data type); Cover (algebra); Urban sustainability; Computer science; Environmental planning; Urban area; Environmental resource management; Environmental economics; Geography; Artificial intelligence; Engineering; Environmental science; Economics","score_opus":0.0054856779052860965,"score_gpt":0.21201925830298593,"score_spread":0.20653358039769984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977664010","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018028023,0.0025316407,0.87593913,0.0065455628,0.000729325,0.0017189916,0.011915746,0.005142539,0.077449],"genre_scores_gemma":[0.15545756,0.0018676397,0.8223598,0.00055401813,0.000328197,0.003110304,0.010990361,0.0008180571,0.00451403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9764189,0.007077894,0.005124028,0.0013433539,0.009363381,0.00067239447],"domain_scores_gemma":[0.96928585,0.007860534,0.003506453,0.004546132,0.013418336,0.0013827127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01626853,0.001977632,0.001606462,0.013963036,0.0025071166,0.010253954,0.0026137724,0.0019199747,0.00323354],"category_scores_gemma":[0.047665086,0.0010155095,0.0013086661,0.012858584,0.0030491655,0.008634025,0.0046746572,0.0035075275,0.0016572082],"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":[0.00010494213,0.0002249964,0.008328322,0.0014105748,0.00010594541,0.00030471885,0.002465737,0.020844368,0.0027870473,0.67164963,0.07656963,0.21520403],"study_design_scores_gemma":[0.000026702533,0.0002850845,0.004829573,0.0015483006,0.000073466676,0.0008278681,0.0015506865,0.03765873,0.0033567625,0.22958475,0.7200272,0.00023082564],"about_ca_topic_score_codex":0.0044634384,"about_ca_topic_score_gemma":0.0054427716,"teacher_disagreement_score":0.01626853,"about_ca_system_score_codex":0.0032762215,"about_ca_system_score_gemma":0.00444095,"threshold_uncertainty_score":0.08603728},"labels":[],"label_agreement":null},{"id":"W1981418322","doi":"10.1080/09613218.2012.617516","title":"Regenerative design and development: current theory and practice","year":2011,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Current (fluid); Architectural engineering; Development (topology); Engineering; Systems engineering; Engineering ethics; Electrical engineering; Mathematics","score_opus":0.10519956819373288,"score_gpt":0.3569219629165793,"score_spread":0.2517223947228464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981418322","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013022801,0.38401508,0.12060962,0.07428424,0.0012978952,0.00019532318,0.0001036015,0.00026102184,0.40621036],"genre_scores_gemma":[0.5512087,0.32229608,0.078239106,0.008458085,0.0010961266,0.0006149853,0.00012043326,0.00022772935,0.037738744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99218255,0.0043344432,0.00039709627,0.0007246781,0.001977488,0.00038375997],"domain_scores_gemma":[0.9850761,0.0116409315,0.00048174677,0.0011796411,0.0010986025,0.0005230434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013399296,0.0008871238,0.0010867697,0.0035917556,0.003982862,0.014719877,0.0034522666,0.0054154303,0.009660741],"category_scores_gemma":[0.012891703,0.00064936024,0.0005778692,0.0063500227,0.04285866,0.0063583474,0.00518429,0.00419236,0.0020081524],"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":[0.000027775903,0.0000776849,0.00045804225,0.001272086,0.000008178205,0.0000457181,0.0042169234,0.0015401897,0.00010675126,0.88114214,0.0077219782,0.10338257],"study_design_scores_gemma":[0.000019607187,0.000058540438,0.00042129544,0.004579868,0.000010359889,0.00013750361,0.00889241,0.0019560282,0.0004209436,0.56744164,0.41603497,0.000026762202],"about_ca_topic_score_codex":0.005599045,"about_ca_topic_score_gemma":0.0079815695,"teacher_disagreement_score":0.014719877,"about_ca_system_score_codex":0.0107776,"about_ca_system_score_gemma":0.013698656,"threshold_uncertainty_score":0.07819736},"labels":[],"label_agreement":null},{"id":"W1982921995","doi":"10.1115/1.4025221","title":"Examining the LEED Rating System Using Inverse Optimization","year":2013,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Certification; Environmental design; Green building; Inverse; Point (geometry); Curse of dimensionality; Computer science; Rating system; Order (exchange); Architectural engineering; Environmental economics; Industrial engineering; Econometrics; Mathematics; Economics; Engineering; Artificial intelligence; Geometry; Civil engineering; Management; Finance","score_opus":0.012252245802862653,"score_gpt":0.18463864703479588,"score_spread":0.17238640123193322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982921995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6835876,0.0002239286,0.29916498,0.0006096341,0.00003326339,0.00018347318,0.0008686448,0.0002096431,0.015118855],"genre_scores_gemma":[0.93241763,0.000051323055,0.06521556,0.00004079608,0.0000066265534,0.00007817164,0.0006257797,0.000044716122,0.0015193032],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971022,0.001620638,0.000121148354,0.000470417,0.00048552113,0.00020000977],"domain_scores_gemma":[0.9935674,0.004178595,0.00067387155,0.0005883776,0.0008920454,0.0000998499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003934073,0.00055854436,0.00083736,0.0018214363,0.0005665111,0.0023311924,0.00081522774,0.0009639973,0.0033859145],"category_scores_gemma":[0.019141724,0.00055485865,0.0010653193,0.0017940685,0.0011534909,0.0018805687,0.0011387743,0.0012377865,0.00036506917],"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":[0.00016142617,0.00014779628,0.050758403,0.000107750646,0.00007861718,0.00014935178,0.00038519903,0.8633471,0.0011948271,0.032056145,0.0016545021,0.049958866],"study_design_scores_gemma":[0.000008664959,0.000029097377,0.0098763,0.000011484658,0.000007845986,0.000026869207,0.00016704384,0.98176426,0.00035721422,0.0068838727,0.00083957234,0.000027709943],"about_ca_topic_score_codex":0.030275354,"about_ca_topic_score_gemma":0.022023415,"teacher_disagreement_score":0.030275354,"about_ca_system_score_codex":0.0031682248,"about_ca_system_score_gemma":0.0010199624,"threshold_uncertainty_score":0.060198247},"labels":[],"label_agreement":null},{"id":"W1984609044","doi":"10.3992/jgb.6.1.14","title":"Okanagan College Centre of Excellence in Sustainable Building Technologies and Renewable Energy Conservation","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","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":"Interior Health; Okanagan College","funders":"","keywords":"Excellence; Mandate; Engineering; Syllabus; Renewable energy; Architectural engineering; Engineering management; Sustainability; Sustainable design; Sustainable development; Schedule; Civil engineering; Business; Environmental planning; Political science; Management; Geography","score_opus":0.012347826289339116,"score_gpt":0.21041573169739708,"score_spread":0.19806790540805796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984609044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024028808,0.008467016,0.006750777,0.018233735,0.0020375445,0.0002503942,0.0010310259,0.00071640586,0.9384843],"genre_scores_gemma":[0.12572955,0.0043887673,0.011771324,0.00070849655,0.00013866728,0.00009468759,0.0007052025,0.00020686326,0.8562564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977512,0.00017325909,0.00008017781,0.00022615008,0.0014100804,0.00035915902],"domain_scores_gemma":[0.99648017,0.00020537784,0.00011602663,0.00017822227,0.0020748263,0.0009454321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009645563,0.00051374343,0.0004619021,0.001355041,0.0029160106,0.0066767065,0.00096289616,0.0009547176,0.07438387],"category_scores_gemma":[0.0015999372,0.00026858808,0.00021591896,0.0011784127,0.0009949693,0.0010784484,0.0036099814,0.0013581333,0.012430854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026481383,0.00026735163,0.0069119437,0.0010831025,0.00002335569,0.0006715651,0.0012323528,0.0011646799,0.0072576017,0.08147684,0.4755038,0.42414254],"study_design_scores_gemma":[0.000011073565,0.000036487832,0.0036072917,0.00018030198,0.0000079720885,0.00027163714,0.00048454074,0.0004273474,0.0023125098,0.0017019161,0.99093467,0.000024277384],"about_ca_topic_score_codex":0.06430618,"about_ca_topic_score_gemma":0.25200188,"teacher_disagreement_score":0.99505764,"about_ca_system_score_codex":0.0049423757,"about_ca_system_score_gemma":0.01823655,"threshold_uncertainty_score":0.24883884},"labels":[],"label_agreement":null},{"id":"W1988013222","doi":"10.3763/inbi.2009.0007","title":"Reconciling human and automated intelligence in the provision of occupant comfort","year":2008,"lang":"en","type":"article","venue":"Intelligent Buildings International","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Architectural engineering; Control (management); Function (biology); Building automation; Green building; Engineering; Knowledge management; Business; Computer science; Artificial intelligence","score_opus":0.028031714246713413,"score_gpt":0.2968596203274401,"score_spread":0.2688279060807267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988013222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249482,0.00054745754,0.022943195,0.0007940079,0.000025815425,0.000019453324,0.000014039485,0.00004238369,0.050665494],"genre_scores_gemma":[0.99897563,0.000041196974,0.0006866286,0.000019891178,0.0000034988248,0.000002846101,0.0000024151873,0.0000022412494,0.000265736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.00082911924,0.000056842462,0.0001359207,0.00037092925,0.00028347198],"domain_scores_gemma":[0.9985191,0.0007052447,0.000240701,0.00017792106,0.00020820332,0.00014888165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017685562,0.0003486727,0.00017521234,0.0005267996,0.00086487766,0.0037429163,0.00051309646,0.00058554916,0.0015226093],"category_scores_gemma":[0.0036212052,0.0002394895,0.00020215005,0.0003446327,0.0053562927,0.0025351741,0.0030993756,0.0005345316,0.000113964044],"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":[0.0009942261,0.00040269474,0.15237239,0.00068956614,0.00024687743,0.0019847264,0.22880659,0.035945456,0.02750002,0.3164789,0.0016270695,0.23295148],"study_design_scores_gemma":[0.00010374911,0.0009979972,0.40437788,0.00043928585,0.00032189887,0.001677581,0.20369823,0.06219141,0.020070823,0.23822118,0.06749033,0.00040959578],"about_ca_topic_score_codex":0.003898089,"about_ca_topic_score_gemma":0.005470932,"teacher_disagreement_score":0.003898089,"about_ca_system_score_codex":0.0010159347,"about_ca_system_score_gemma":0.0009032122,"threshold_uncertainty_score":0.009353161},"labels":[],"label_agreement":null},{"id":"W1990003198","doi":"10.3992/jgb.2.3.12","title":"Sustainable Design Has Changed Building Design","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Read Jones Christoffersen (Canada)","funders":"","keywords":"Architectural engineering; Sustainable design; Engineering; Sustainability; Business; Construction engineering; Civil engineering; Ecology","score_opus":0.03791043943309747,"score_gpt":0.2683330353049976,"score_spread":0.23042259587190012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990003198","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05364758,0.09432144,0.051443692,0.40684894,0.013085983,0.000078563346,0.00038801634,0.00077575527,0.37941015],"genre_scores_gemma":[0.65318835,0.06462333,0.0590703,0.03956103,0.0029482902,0.00009580957,0.0005106329,0.001016537,0.17898574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459225,0.0017948702,0.00019947777,0.000597579,0.0022371644,0.00057860464],"domain_scores_gemma":[0.99718,0.00055009266,0.0001247939,0.00046503413,0.0010769367,0.0006031233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045265513,0.0008678061,0.00061419996,0.0010310728,0.0039613633,0.0064619803,0.001464571,0.003091349,0.01322907],"category_scores_gemma":[0.0038580948,0.00044999822,0.0008131825,0.0017759791,0.019268237,0.0040875766,0.0040738313,0.0031761953,0.0020319133],"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":[0.00005570389,0.000057589645,0.0034190104,0.0007320627,0.000057295416,0.00027879784,0.0064494703,0.0052675297,0.0011032281,0.6475035,0.09245355,0.24262224],"study_design_scores_gemma":[0.0000056308677,0.00003771561,0.00086723326,0.00015296019,0.000013024984,0.00014114083,0.0020359394,0.00028531576,0.00030204837,0.038547296,0.9575914,0.000020319618],"about_ca_topic_score_codex":0.07387777,"about_ca_topic_score_gemma":0.20656398,"teacher_disagreement_score":0.07387777,"about_ca_system_score_codex":0.016191315,"about_ca_system_score_gemma":0.008682563,"threshold_uncertainty_score":0.14689547},"labels":[],"label_agreement":null},{"id":"W1990557489","doi":"10.3992/jgb.6.4.17","title":"EMERGENT PERMITTING STRATEGIES FOR NATURAL BUILDING SYSTEMS IN ONTARIO","year":2011,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Sustainability; Natural (archaeology); Building envelope; Occupancy; Typology; Process (computing); Order (exchange); Built environment; Engineering; Building code; Building design; Environmental planning; Deconstruction (building); Environmental resource management; Business; Civil engineering; Computer science; Environmental science; Ecology; Waste management; Geography","score_opus":0.03317344540908531,"score_gpt":0.25676062803564853,"score_spread":0.2235871826265632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990557489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63112843,0.00051686843,0.017641142,0.001725032,0.000026593867,0.00030678205,0.0005673101,0.00012329852,0.34796458],"genre_scores_gemma":[0.9712064,0.00021957823,0.005072646,0.000036666625,0.0000029153375,0.000045799858,0.00012679512,0.000010198455,0.02327896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994555,0.000069764035,0.000021658687,0.00004480074,0.00018510585,0.00022306063],"domain_scores_gemma":[0.99948287,0.00008572541,0.00007467753,0.00005950259,0.00019026488,0.000106936255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033976146,0.00015520463,0.00010514404,0.0003821877,0.0036287713,0.0016572768,0.00056880055,0.0002978227,0.008044454],"category_scores_gemma":[0.0007699798,0.00013361608,0.00022574974,0.0005643944,0.0024408416,0.0006039546,0.0011368841,0.0002424995,0.00026935918],"study_design_candidate":"qualitative","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":[0.00020472734,0.00011205579,0.06914997,0.00048913795,0.000032911274,0.00270455,0.024998214,0.05848739,0.013108874,0.71698487,0.013347624,0.10037962],"study_design_scores_gemma":[0.000071071656,0.00014676798,0.1300345,0.00018936578,0.00005101442,0.0010574715,0.036948297,0.038172264,0.006708601,0.10512907,0.6813757,0.00011583693],"about_ca_topic_score_codex":0.8548084,"about_ca_topic_score_gemma":0.9650382,"teacher_disagreement_score":0.14519161,"about_ca_system_score_codex":0.026935415,"about_ca_system_score_gemma":0.018300248,"threshold_uncertainty_score":0.29209328},"labels":[],"label_agreement":null},{"id":"W1992713250","doi":"10.3200/aeoh.58.8.523-527","title":"Creating Mold-Free Buildings: A Key to Avoiding Health Effects of Indoor Molds","year":2003,"lang":"en","type":"article","venue":"Archives of Environmental Health An International Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Apartment; Mold; Key (lock); Architectural engineering; Sick building syndrome; Business; Operations management; Computer science; Engineering; Indoor air quality; Civil engineering; Computer security","score_opus":0.00632789464125531,"score_gpt":0.26134553694246704,"score_spread":0.2550176423012117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992713250","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26589122,0.03029093,0.40006965,0.067609936,0.0031487467,0.0006580924,0.00018433183,0.0037086003,0.22843854],"genre_scores_gemma":[0.64454144,0.009975376,0.30365288,0.003545229,0.00046970617,0.00017577922,0.00009481203,0.0003163139,0.037228487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941766,0.00019064186,0.000026741243,0.00003423498,0.00026901587,0.000061757804],"domain_scores_gemma":[0.9993411,0.00017122546,0.0001040458,0.000085827276,0.0001230985,0.00017480616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081782916,0.000445464,0.00034047852,0.00034426816,0.0011638458,0.0017849223,0.00060672156,0.0010633148,0.0023134637],"category_scores_gemma":[0.0012714384,0.00018604881,0.0002621991,0.00021569488,0.0012245738,0.0012420577,0.0016052069,0.00087706704,0.000961244],"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":[0.00011178196,0.00052036735,0.013476736,0.0017075489,0.000043389777,0.0010483952,0.007136199,0.0052757263,0.044084106,0.08816559,0.04679487,0.79163533],"study_design_scores_gemma":[0.00005897781,0.0009603504,0.030998014,0.0007707758,0.000091750335,0.006349384,0.008651519,0.0027764288,0.024644822,0.07434748,0.8502686,0.00008192383],"about_ca_topic_score_codex":0.0006893415,"about_ca_topic_score_gemma":0.0025535696,"teacher_disagreement_score":0.0023134637,"about_ca_system_score_codex":0.00036320795,"about_ca_system_score_gemma":0.0013388087,"threshold_uncertainty_score":0.0077393055},"labels":[],"label_agreement":null},{"id":"W1999231333","doi":"10.5539/jsd.v4n5p188","title":"A Qualitative Study of Green Building Indexes Rating of Lightweight Foam Concrete","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Green building; Greenhouse gas; Global warming; Business; Government (linguistics); Building material; Index (typography); Construction industry; Sustainable development; Tonne; Civil engineering; Environmental science; Architectural engineering; Environmental economics; Waste management; Construction engineering; Engineering; Climate change; Computer science; Ecology","score_opus":0.02804892881855802,"score_gpt":0.2856853751517315,"score_spread":0.25763644633317345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999231333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843242,0.00033503596,0.0031997343,0.0016664146,0.000057491707,0.00024831836,0.00014841504,0.000012600235,0.010007803],"genre_scores_gemma":[0.994524,0.00029976649,0.0010349782,0.00033624435,0.000011306424,0.00014254946,0.000045396686,0.00000876613,0.003596968],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916916,0.0058972854,0.00020699335,0.00037013268,0.0009891992,0.0008447484],"domain_scores_gemma":[0.9896806,0.0070587154,0.0007653228,0.00019355392,0.0015125605,0.0007892102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008123952,0.00031322977,0.00042595502,0.0012886481,0.0044196392,0.0021531477,0.0007186959,0.0008943906,0.0025978151],"category_scores_gemma":[0.011048846,0.0002468327,0.000284301,0.0010064207,0.0052651986,0.0019472158,0.0024535498,0.0014528228,0.00026851485],"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":[0.00004687487,0.000073377756,0.005286808,0.00017529172,0.000003455247,0.00072716386,0.98047525,0.000057081845,0.0025679765,0.0028274343,0.00065507257,0.0071041808],"study_design_scores_gemma":[0.000001900454,0.00008068361,0.002643133,0.0000766598,0.0000019912295,0.00014846511,0.98800695,0.0001117717,0.0005638697,0.00036919676,0.007982108,0.0000131475545],"about_ca_topic_score_codex":0.00442313,"about_ca_topic_score_gemma":0.00782986,"teacher_disagreement_score":0.008123952,"about_ca_system_score_codex":0.0037785603,"about_ca_system_score_gemma":0.0026852717,"threshold_uncertainty_score":0.04296404},"labels":[],"label_agreement":null},{"id":"W2001490714","doi":"10.1177/0956247806063939","title":"Sustainability and infrastructure planning in South Africa: a Cape Town case study","year":2006,"lang":"en","type":"article","venue":"Environment and Urbanization","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":84,"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":"Sustainability; Cape; Ecological footprint; Poverty; Natural resource economics; Government (linguistics); Business; Economics; Investment (military); Economic growth; Geography; Ecology; Politics","score_opus":0.004847107248623084,"score_gpt":0.1902182864240962,"score_spread":0.1853711791754731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001490714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92455626,0.0012966095,0.0015304538,0.0037516672,0.000039911843,0.0003240059,0.00014554786,0.000016186365,0.06833933],"genre_scores_gemma":[0.9835926,0.0018560824,0.0019264666,0.00015783825,0.000011236358,0.00013191528,0.000040236566,0.000008347851,0.0122752525],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994331,0.00026006615,0.000016039601,0.000029653207,0.000061154264,0.00019993624],"domain_scores_gemma":[0.99934846,0.00031305358,0.00008294359,0.000025122594,0.000046640067,0.00018378776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054279616,0.00054263865,0.00024454133,0.00095050945,0.0069390982,0.0020272927,0.0007766578,0.0013954598,0.0066138296],"category_scores_gemma":[0.001960131,0.00033862947,0.0002599214,0.002404957,0.0022791363,0.0014117439,0.0017061172,0.0010473377,0.00028537834],"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":[0.0004063669,0.0010050777,0.04798342,0.002101955,0.000100708836,0.25363445,0.34494427,0.022595614,0.007845498,0.18810338,0.018635161,0.112644106],"study_design_scores_gemma":[0.00014644675,0.0005727578,0.06745754,0.0013832165,0.00011201852,0.017764607,0.53388053,0.006849779,0.0028893072,0.011674992,0.35716045,0.0001084088],"about_ca_topic_score_codex":0.09367573,"about_ca_topic_score_gemma":0.19409804,"teacher_disagreement_score":0.09367573,"about_ca_system_score_codex":0.0058531063,"about_ca_system_score_gemma":0.0032861144,"threshold_uncertainty_score":0.18626094},"labels":[],"label_agreement":null},{"id":"W2001554366","doi":"10.3390/su1020234","title":"Improving the Sustainability of Office Partition Manufacturing: Balancing Options for Reducing Emissions of Volatile Organic Compounds","year":2009,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Pollution prevention; Environmental economics; Business; Manufacturing; Waste management; Engineering; Marketing","score_opus":0.007470277967044701,"score_gpt":0.2496412609125332,"score_spread":0.2421709829454885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001554366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93344355,0.0018800242,0.0365859,0.00029918965,0.000016989154,0.00008855795,0.000057061778,0.00004490677,0.027583748],"genre_scores_gemma":[0.9857458,0.00088422274,0.012014035,0.00001802472,0.00000576876,0.000019238389,0.000035924706,0.000009373201,0.0012675881],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99943906,0.00021251224,0.000013785082,0.00003331137,0.00020590304,0.0000954389],"domain_scores_gemma":[0.99956197,0.00020006293,0.000098855075,0.00003406664,0.00007783555,0.000027232423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000856577,0.000695531,0.0003254405,0.0008820826,0.00048736256,0.0016748866,0.00038290193,0.00045913734,0.002055116],"category_scores_gemma":[0.0011928912,0.00016450544,0.0003597819,0.0007858778,0.00041672203,0.0010114734,0.0009393087,0.00023801101,0.00021925737],"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":[0.0011916083,0.0007338829,0.038851388,0.0012364679,0.0001441602,0.000984943,0.0007959268,0.23692945,0.17285407,0.03172695,0.0008333759,0.5137178],"study_design_scores_gemma":[0.0002697704,0.009399256,0.098792516,0.0008905407,0.0007475449,0.002349545,0.011238783,0.27528974,0.43459588,0.10453567,0.06164665,0.00024407938],"about_ca_topic_score_codex":0.00075847126,"about_ca_topic_score_gemma":0.0023177874,"teacher_disagreement_score":0.002055116,"about_ca_system_score_codex":0.000778911,"about_ca_system_score_gemma":0.00062335323,"threshold_uncertainty_score":0.006875038},"labels":[],"label_agreement":null},{"id":"W2001928361","doi":"10.3992/jgb.7.3.49","title":"EXPLORING THE DIVERSITY OF GREEN BUILDINGS","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"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":"Green building; Architectural engineering; Diversity (politics); Sustainability; Multitude; Architecture; Certification; Engineering; Sustainable design; Process (computing); Order (exchange); Business; Geography; Computer science; Management; Ecology; Political science","score_opus":0.05764639094467999,"score_gpt":0.2478680382698451,"score_spread":0.1902216473251651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001928361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8514411,0.0019054792,0.005392176,0.0029913953,0.00003218827,0.000059134265,0.00011064575,0.000021139456,0.13804679],"genre_scores_gemma":[0.9961522,0.00036971198,0.001437484,0.00005976915,0.000005640201,0.0000105466725,0.000025608344,0.000007027575,0.0019320122],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951748,0.0023236498,0.00010264731,0.00031524742,0.0012623481,0.0008212932],"domain_scores_gemma":[0.9970927,0.0011421795,0.00025055476,0.00035430424,0.00067586725,0.0004843682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042498806,0.00034050934,0.00031393536,0.0030849895,0.01102584,0.008856254,0.0011249562,0.0007911997,0.0032006586],"category_scores_gemma":[0.0032315704,0.0002805764,0.0002785146,0.0039808387,0.0148010915,0.003334529,0.009354436,0.0010329747,0.00014237265],"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":[0.00006970202,0.000046274014,0.05886653,0.0002232729,0.000037044036,0.0014925052,0.67250204,0.0013404132,0.0030966643,0.16227868,0.0019675554,0.098079406],"study_design_scores_gemma":[0.000008726909,0.000059047896,0.04524138,0.00040323948,0.000025644309,0.0010877856,0.73329216,0.00091246486,0.0008721518,0.035644062,0.18241246,0.000040863386],"about_ca_topic_score_codex":0.15193519,"about_ca_topic_score_gemma":0.44264525,"teacher_disagreement_score":0.15193519,"about_ca_system_score_codex":0.013199653,"about_ca_system_score_gemma":0.0107080685,"threshold_uncertainty_score":0.30210167},"labels":[],"label_agreement":null},{"id":"W2002526635","doi":"10.3992/jgb.3.4.64","title":"The Leap to Zero Carbon and Zero Emissions: Understanding How to Go Beyond Existing Sustainable Design Protocols","year":2008,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Zero emission; Zero (linguistics); Greenhouse gas; Zero waste; Ground zero; Sustainable design; Architectural engineering; Environmental science; Sustainability; Engineering; Physics; Ecology; Waste management","score_opus":0.06476941732993624,"score_gpt":0.2955847868774886,"score_spread":0.23081536954755238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002526635","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011174111,0.008182364,0.33625165,0.39031616,0.0026528018,0.00027560946,0.00020554419,0.00050746667,0.2504343],"genre_scores_gemma":[0.6235118,0.015629834,0.2558633,0.05043347,0.0019302417,0.0015484713,0.00041478322,0.000874878,0.04979321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9810203,0.010403844,0.0009217382,0.0017408028,0.004494602,0.00141867],"domain_scores_gemma":[0.9631049,0.022570424,0.0016596509,0.0043865126,0.006244991,0.0020335477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032696575,0.0012368108,0.0014205024,0.002346001,0.0066193487,0.019841263,0.0057448647,0.013366765,0.014108646],"category_scores_gemma":[0.039949704,0.0010561197,0.0011856904,0.0013578442,0.051547244,0.034965992,0.010134787,0.017309168,0.0033264202],"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":[0.000004377836,0.00002206917,0.00008122252,0.000056061686,0.0000036712527,0.000026941976,0.0010988506,0.0013489752,0.000064833606,0.985822,0.0044919336,0.0069789668],"study_design_scores_gemma":[0.000003831551,0.0000073760903,0.000035278063,0.00018752851,0.0000030636247,0.000012968794,0.0007381009,0.0014780224,0.00011399046,0.9587855,0.038621042,0.000013342013],"about_ca_topic_score_codex":0.011278807,"about_ca_topic_score_gemma":0.006364047,"teacher_disagreement_score":0.032696575,"about_ca_system_score_codex":0.01291708,"about_ca_system_score_gemma":0.019541103,"threshold_uncertainty_score":0.17291808},"labels":[],"label_agreement":null},{"id":"W2007615029","doi":"10.4000/vertigo.11637","title":"Verdir le diplôme d’architecture au Canada : un forum académique national, une question de transdisciplinarité.","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.005076170072305082,"score_gpt":0.2193063342896228,"score_spread":0.21423016421731772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007615029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07430949,0.024435228,0.007887521,0.37787113,0.002223014,0.00008710077,0.00034985176,0.00016883781,0.51266795],"genre_scores_gemma":[0.7561026,0.0059175524,0.0048767063,0.016685292,0.00018179032,0.00006655955,0.00012199844,0.00015371772,0.21589378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928209,0.0017078704,0.000104984145,0.0006083766,0.0028550688,0.0019027885],"domain_scores_gemma":[0.99363166,0.001545726,0.00021120528,0.00033692556,0.0020848783,0.0021896763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00560835,0.0005120741,0.00043427784,0.0017163858,0.038179327,0.015736341,0.0018060791,0.0063501466,0.014058076],"category_scores_gemma":[0.0072767697,0.00045736588,0.0004973569,0.002592049,0.024981938,0.0065999054,0.0069167144,0.0067161946,0.00089950603],"study_design_candidate":"not_applicable","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":[0.000048260707,0.000050389128,0.0033771635,0.00010399936,0.000015549886,0.00046315018,0.057477087,0.00059921626,0.0007508234,0.7557297,0.12184245,0.059542235],"study_design_scores_gemma":[0.000008558748,0.000011443438,0.0047108955,0.00017786602,0.000005852857,0.000097132484,0.035761908,0.00032279917,0.00026080364,0.023529021,0.93507415,0.000039537266],"about_ca_topic_score_codex":0.9619465,"about_ca_topic_score_gemma":0.9856893,"teacher_disagreement_score":0.13159288,"about_ca_system_score_codex":0.13159288,"about_ca_system_score_gemma":0.21000837,"threshold_uncertainty_score":0.95477766},"labels":[],"label_agreement":null},{"id":"W2012118767","doi":"10.1080/09613218.2011.599057","title":"Motivating stakeholders to deliver environmental change","year":2011,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental change; Business; Environmental planning; Process management; Environmental resource management; Engineering; Climate change; Environmental science","score_opus":0.21763190924959921,"score_gpt":0.31165843507505514,"score_spread":0.09402652582545593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012118767","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019579647,0.011529041,0.013863491,0.69529325,0.07210884,0.00033713653,0.0001115126,0.0003991259,0.18677795],"genre_scores_gemma":[0.33524507,0.03843144,0.020724552,0.24433526,0.057329122,0.0011539754,0.0004483185,0.001163675,0.30116865],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98686117,0.0076829954,0.0004177626,0.00076145993,0.0026965647,0.0015800094],"domain_scores_gemma":[0.97545546,0.014174719,0.0017138208,0.0008751291,0.0034684176,0.004312508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01623881,0.00094690104,0.0006099016,0.0014281982,0.0097242,0.014163274,0.0016857017,0.010398148,0.01742693],"category_scores_gemma":[0.021238223,0.00058083475,0.0006813136,0.0013075916,0.004754135,0.010211974,0.01335611,0.007646464,0.0048964988],"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":[0.00006478386,0.00032510757,0.0023481473,0.0009872591,0.000027804583,0.0007838441,0.08166013,0.00024646515,0.003514668,0.06290973,0.6865563,0.1605757],"study_design_scores_gemma":[0.000006601073,0.000082390005,0.00077037007,0.00028972118,0.000009057038,0.00014991428,0.027859638,0.00009810123,0.0007212536,0.0057668486,0.9642167,0.000029349954],"about_ca_topic_score_codex":0.0009889934,"about_ca_topic_score_gemma":0.003788262,"teacher_disagreement_score":0.01742693,"about_ca_system_score_codex":0.0023657288,"about_ca_system_score_gemma":0.006158228,"threshold_uncertainty_score":0.08588004},"labels":[],"label_agreement":null},{"id":"W2016473022","doi":"10.3992/jgb.2.3.123","title":"LEED–PDRI Framework for Pre-project Planning of Sustainable Building Projects","year":2007,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada); University of Calgary","funders":"","keywords":"Integrated project delivery; Project planning; Sustainability; Pre-construction services; Project management; Engineering; Green building; Process (computing); Project management triangle; Project stakeholder; Process management; Engineering management; Architectural engineering; Project charter; Systems engineering; Computer science","score_opus":0.024752820094367904,"score_gpt":0.3297795518135407,"score_spread":0.3050267317191728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016473022","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063777654,0.00041923465,0.9607748,0.0008620451,0.000051996692,0.0007880158,0.0006994438,0.000800439,0.029226327],"genre_scores_gemma":[0.08307403,0.00022925582,0.9134836,0.00004477275,0.000011224197,0.0007486086,0.00075212144,0.000045636316,0.001610686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98872745,0.0069988514,0.0013503381,0.0008004614,0.0017172642,0.00040558964],"domain_scores_gemma":[0.991338,0.004739025,0.0010649107,0.00073085824,0.0016331598,0.00049403793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010512387,0.0011093725,0.00068999646,0.006463407,0.0014346582,0.0063017663,0.0023631305,0.0010897217,0.007803984],"category_scores_gemma":[0.012606239,0.0008107268,0.0014279826,0.005992641,0.0019865609,0.0049563674,0.0041441494,0.0017810109,0.001595284],"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":[0.00008548017,0.00017090289,0.0036845824,0.0010725558,0.000057961304,0.00082907965,0.004605091,0.06680199,0.0014719542,0.71119523,0.008429485,0.2015957],"study_design_scores_gemma":[0.00010643576,0.000258124,0.0036699122,0.0012718699,0.000070840746,0.00096629106,0.0085700005,0.39851347,0.0031378,0.30854362,0.27470908,0.0001825872],"about_ca_topic_score_codex":0.010506333,"about_ca_topic_score_gemma":0.016278759,"teacher_disagreement_score":0.010512387,"about_ca_system_score_codex":0.004822368,"about_ca_system_score_gemma":0.007115824,"threshold_uncertainty_score":0.055595458},"labels":[],"label_agreement":null},{"id":"W2016940755","doi":"10.1080/09613210010001150","title":"Curbing the growth in UK commercial energy consumption","year":2001,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Conservation Association","funders":"","keywords":"Energy consumption; Efficient energy use; Legislation; Business; Consumption (sociology); Investment (military); Productivity; Natural resource economics; Economics; Public economics; Economic growth; Engineering; Political science","score_opus":0.040815158604093446,"score_gpt":0.32243918122555815,"score_spread":0.2816240226214647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016940755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6167348,0.018629873,0.0037212684,0.06602677,0.001502101,0.00021541733,0.0029822148,0.0007408351,0.28944677],"genre_scores_gemma":[0.8578099,0.008858907,0.0021016973,0.0037694979,0.00022115346,0.00014711975,0.0015094118,0.00020556053,0.12537675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984086,0.00022409648,0.0001007716,0.00015384486,0.00073714653,0.00037554998],"domain_scores_gemma":[0.99697816,0.0005215155,0.00039182112,0.00022610334,0.0014218639,0.00046051678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010029576,0.0003223311,0.00022777883,0.0012492238,0.0010987447,0.0026153452,0.0006362995,0.0011528197,0.0234303],"category_scores_gemma":[0.0061291773,0.0002503452,0.00034063208,0.0017816153,0.0006920999,0.0014825311,0.0026772015,0.0010373647,0.0043623014],"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":[0.00077865436,0.00018294102,0.06857585,0.0019372456,0.000052824616,0.0030416145,0.011716088,0.0014294832,0.0120131755,0.025625352,0.24139884,0.63324785],"study_design_scores_gemma":[0.000045724846,0.000251234,0.22450796,0.000844413,0.00002098137,0.0008105387,0.0060251444,0.0014590768,0.0027813248,0.0011271366,0.7620595,0.00006681182],"about_ca_topic_score_codex":0.1734994,"about_ca_topic_score_gemma":0.19029416,"teacher_disagreement_score":0.1734994,"about_ca_system_score_codex":0.008238669,"about_ca_system_score_gemma":0.0052906484,"threshold_uncertainty_score":0.34497905},"labels":[],"label_agreement":null},{"id":"W2019371660","doi":"10.3828/idpr.29.4.2","title":"Governing solid waste management in Mazatenango, Guatemala: <i>Problems and prospects</i>","year":2007,"lang":"en","type":"article","venue":"International Development Planning Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sanitation; Business; Developing country; Dumping; Municipal solid waste; Solid waste management; Environmental planning; Plan (archaeology); Corporate governance; Waste management; Economic growth; Engineering; Economics; Finance; Environmental science; Environmental engineering; Geography","score_opus":0.016540329116794403,"score_gpt":0.2730823353749439,"score_spread":0.2565420062581495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019371660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431953,0.019205257,0.0017166182,0.016732186,0.000035022913,0.00026317837,0.000271885,0.000055618428,0.018525109],"genre_scores_gemma":[0.9827475,0.010929406,0.0024629913,0.0003651917,0.0000114242885,0.00015921926,0.00014869454,0.000010676419,0.003164915],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9994685,0.00022660696,0.00003077773,0.000032582844,0.00008068116,0.00016092793],"domain_scores_gemma":[0.99947053,0.0001335773,0.0002015984,0.000022534401,0.00010996313,0.000061818704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063386,0.00027398617,0.00013724336,0.0006111795,0.0014812046,0.0016295562,0.00078531,0.00045978933,0.0014897948],"category_scores_gemma":[0.0011741504,0.00016785125,0.00017298853,0.0023805571,0.0011686032,0.0007381644,0.0010685567,0.0004114841,0.00015011212],"study_design_candidate":"qualitative","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":[0.00044647066,0.0004070158,0.37407112,0.008199284,0.00016729768,0.01050077,0.05640357,0.009969079,0.05468541,0.040610358,0.009662948,0.43487665],"study_design_scores_gemma":[0.0000965696,0.0005777689,0.61845535,0.0018928655,0.00022107469,0.0027137124,0.08606984,0.0029291732,0.016031621,0.0055302763,0.26535723,0.00012461927],"about_ca_topic_score_codex":0.1576757,"about_ca_topic_score_gemma":0.38399565,"teacher_disagreement_score":0.1576757,"about_ca_system_score_codex":0.0044859373,"about_ca_system_score_gemma":0.010208255,"threshold_uncertainty_score":0.31351584},"labels":[],"label_agreement":null},{"id":"W2019725033","doi":"10.1080/09613210500219063","title":"Building environmental assessment methods: redefining intentions and roles","year":2005,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":437,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Framing (construction); Sustainability; Management science; Context (archaeology); Engineering ethics; Process management; Risk analysis (engineering); Computer science; Environmental planning; Environmental resource management; Political science; Engineering; Business; Civil engineering; Economics; Environmental science; Geography","score_opus":0.029853403893927283,"score_gpt":0.37495529158251123,"score_spread":0.34510188768858396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019725033","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08311035,0.017606756,0.71084297,0.045124777,0.0011652724,0.000568828,0.00009943482,0.00059257104,0.14088908],"genre_scores_gemma":[0.46290275,0.007121012,0.5108259,0.0033551992,0.00023754302,0.0008966939,0.00008729648,0.0004113482,0.014162182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93318933,0.05046688,0.0031294236,0.0016282646,0.009962104,0.0016240417],"domain_scores_gemma":[0.8693463,0.10512689,0.005088058,0.0076251025,0.010454085,0.0023595034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11900901,0.0017127017,0.00073814153,0.00538991,0.0039582113,0.020207003,0.0033377905,0.004972212,0.0020910187],"category_scores_gemma":[0.07613167,0.0013677172,0.0009210715,0.0033922815,0.031832658,0.024718126,0.009181891,0.007995434,0.0009953907],"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":[0.00010392377,0.00009571569,0.0055269715,0.0011194019,0.000023020519,0.00015185226,0.098276794,0.0008213391,0.0024456573,0.69890606,0.002078609,0.1904506],"study_design_scores_gemma":[0.000046576686,0.00028060476,0.004999533,0.0051019485,0.000056747616,0.00087188446,0.11108618,0.009371063,0.005864714,0.547952,0.31410164,0.00026711563],"about_ca_topic_score_codex":0.0025520653,"about_ca_topic_score_gemma":0.003616498,"teacher_disagreement_score":0.11900901,"about_ca_system_score_codex":0.004322391,"about_ca_system_score_gemma":0.0077920156,"threshold_uncertainty_score":0.6293873},"labels":[],"label_agreement":null},{"id":"W2020147002","doi":"10.2495/eid120111","title":"Wa-Pa-Su project sustainability rating system: assessing sustainability in oil sands and heavy oil projects","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Oil sands; Certification; Sustainable development; Government (linguistics); Work (physics); Environmental impact assessment; Petroleum industry; Petroleum; Business; Process (computing); Environmental economics; Environmental resource management; Environmental planning; Engineering; Environmental science; Asphalt; Economics; Environmental engineering; Computer science; Management","score_opus":0.008635804650064912,"score_gpt":0.22887711503998298,"score_spread":0.22024131038991807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020147002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7798205,0.00062682887,0.09176403,0.0005318641,0.00009253577,0.004106904,0.020981697,0.003367918,0.098707706],"genre_scores_gemma":[0.8924767,0.00029829532,0.083900236,0.00005213843,0.000017907314,0.0025401702,0.012666547,0.00012629123,0.007921743],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99283737,0.0028323815,0.00084255415,0.00031874824,0.0028301997,0.0003386569],"domain_scores_gemma":[0.9910507,0.001367512,0.001657188,0.00047626052,0.0048688287,0.00057949236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075175404,0.00075389363,0.0006565293,0.007819055,0.00097133877,0.002121935,0.0009315206,0.00078848004,0.0027245046],"category_scores_gemma":[0.015019924,0.00030644724,0.0005542503,0.0055974657,0.0005145616,0.0020176077,0.002283873,0.00046414445,0.0014971516],"study_design_candidate":"theoretical_or_conceptual","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":[0.0011684933,0.0008078093,0.50745815,0.0008046603,0.00025951452,0.00042852745,0.0014628582,0.035687648,0.004878483,0.0063335607,0.024891632,0.4158186],"study_design_scores_gemma":[0.00025468084,0.001574311,0.7241528,0.00037577396,0.00020346022,0.00067920465,0.0044952556,0.18671612,0.010714298,0.0075727915,0.06301555,0.0002457487],"about_ca_topic_score_codex":0.014336315,"about_ca_topic_score_gemma":0.01461832,"teacher_disagreement_score":0.9856637,"about_ca_system_score_codex":0.0014865742,"about_ca_system_score_gemma":0.0025669034,"threshold_uncertainty_score":0.039757073},"labels":[],"label_agreement":null},{"id":"W2022128296","doi":"10.5539/jsd.v2n3p57","title":"Investigating The Psychological Effects Of Sustainable Buildings On Human Life","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Demolition; Sustainability; Sustainable design; Construct (python library); Resource (disambiguation); Business; Affect (linguistics); Architectural engineering; Environmental resource management; Environmental planning; Environmental economics; Psychology; Engineering; Computer science; Civil engineering; Economics; Geography; Ecology","score_opus":0.015852112134142334,"score_gpt":0.2745389846022155,"score_spread":0.25868687246807315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022128296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911412,0.0003722907,0.0002437273,0.00022391349,0.00000888134,0.00001410718,0.000026635065,0.0000020359769,0.007967171],"genre_scores_gemma":[0.998718,0.00045676064,0.00021596307,0.000072475224,0.000009172878,0.000014055805,0.00001474939,9.358556e-7,0.000497895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954337,0.00026747424,0.000010753646,0.000022373784,0.000093674425,0.00006234613],"domain_scores_gemma":[0.99813277,0.0010752311,0.00029642615,0.000060143193,0.00015997612,0.00027553225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087771995,0.00017382219,0.00014753007,0.00037526936,0.0005706792,0.0010223439,0.00012272477,0.00026452268,0.0031022427],"category_scores_gemma":[0.0024809286,0.00009864986,0.00035613953,0.0005095524,0.0010985065,0.00061504875,0.0008699097,0.0005535149,0.00022474334],"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":[0.0004532447,0.0028702428,0.7496762,0.0008337205,0.0003269963,0.0004103569,0.052553345,0.001112018,0.00653794,0.010376081,0.0014506611,0.17339914],"study_design_scores_gemma":[0.000013618921,0.0012940981,0.95664287,0.000084152445,0.00007610237,0.00019397147,0.033429306,0.00026974484,0.00090824295,0.0025173838,0.004542926,0.000027543108],"about_ca_topic_score_codex":0.00069035526,"about_ca_topic_score_gemma":0.0017838394,"teacher_disagreement_score":0.0031022427,"about_ca_system_score_codex":0.0003260874,"about_ca_system_score_gemma":0.0003049911,"threshold_uncertainty_score":0.010378063},"labels":[],"label_agreement":null},{"id":"W2022950851","doi":"10.1177/027046760002000505","title":"Energy, Environmental Performance, and the Built Environment","year":2000,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Embodied energy; Sustainability; Energy (signal processing); Built environment; Environmental economics; Embodied cognition; Environmental resource management; Energy performance; Architectural engineering; Computer science; Risk analysis (engineering); Environmental planning; Business; Environmental science; Engineering; Civil engineering; Economics; Ecology; Artificial intelligence; Mathematics","score_opus":0.002953415484857638,"score_gpt":0.17213241335671942,"score_spread":0.16917899787186177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022950851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2649512,0.06419812,0.00233906,0.015472249,0.00035554182,0.000015821406,0.00020840438,0.000051952342,0.65240765],"genre_scores_gemma":[0.97541094,0.010152214,0.00033800877,0.00033452056,0.00016484666,0.0000055352393,0.00004878075,0.000007860839,0.013537356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993106,0.0003131991,0.00001938329,0.000050056497,0.00020474348,0.000101936406],"domain_scores_gemma":[0.99905413,0.0005074268,0.00017088887,0.0000345982,0.00013934009,0.000093581795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061673,0.00027262935,0.00012788191,0.0008415298,0.0006025508,0.0032852213,0.00014456433,0.0006009936,0.004742543],"category_scores_gemma":[0.0018259188,0.00005304922,0.00007087928,0.0011752112,0.0026253772,0.0017060952,0.0010800055,0.0004206135,0.00047337983],"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":[0.00018331097,0.00029087302,0.06750814,0.0003101749,0.0000979256,0.00033402516,0.0019901928,0.006878425,0.001268316,0.6736937,0.013760092,0.23368488],"study_design_scores_gemma":[0.000016811366,0.00032058172,0.21709459,0.0006438423,0.00006413793,0.00055998116,0.007289621,0.0033317918,0.0016915096,0.48016763,0.28875017,0.000069307585],"about_ca_topic_score_codex":0.004452658,"about_ca_topic_score_gemma":0.0070494288,"teacher_disagreement_score":0.004742543,"about_ca_system_score_codex":0.0012606567,"about_ca_system_score_gemma":0.00067561487,"threshold_uncertainty_score":0.015865326},"labels":[],"label_agreement":null},{"id":"W2023269155","doi":"10.5539/jsd.v4n4p166","title":"Sustainable or Green Construction in Lagos, Nigeria: Principles, Attributes and Framework","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Likert scale; Sustainability; Business; Focus group; Quality (philosophy); Judgement; Adaptability; Environmental resource management; Enforcement; Environmental economics; Flexibility (engineering); Qualitative property; Data collection; Environmental planning; Marketing; Geography; Economics; Psychology; Political science; Sociology; Computer science; Management","score_opus":0.02207155766863389,"score_gpt":0.2290693219688964,"score_spread":0.2069977643002625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023269155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6413973,0.049350522,0.027904348,0.018298369,0.0003777085,0.001374044,0.00048114284,0.000077027355,0.2607395],"genre_scores_gemma":[0.95244455,0.019311294,0.016743202,0.00040931377,0.00003340264,0.000361982,0.00014345441,0.000011992714,0.010540829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991497,0.000267334,0.00009802728,0.000065595974,0.00024768483,0.00017171525],"domain_scores_gemma":[0.99951696,0.0001734947,0.000121959274,0.000015693468,0.000084791,0.00008699386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012435503,0.0005963655,0.00028762798,0.0026267113,0.0026390033,0.005891421,0.00049799087,0.0009845265,0.0013905567],"category_scores_gemma":[0.00070017274,0.0003893382,0.00018807391,0.0032258173,0.0051963446,0.002556164,0.002655247,0.0008744973,0.00016250242],"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":[0.00007992082,0.00044669857,0.07237473,0.0032003804,0.00001750443,0.0066744196,0.09532705,0.005784884,0.004078532,0.5564803,0.006366912,0.2491686],"study_design_scores_gemma":[0.000017367192,0.0002480581,0.0782874,0.009579156,0.000042340977,0.005111346,0.40502664,0.005144307,0.0018391616,0.17572863,0.31884506,0.00013055766],"about_ca_topic_score_codex":0.009723778,"about_ca_topic_score_gemma":0.024641797,"teacher_disagreement_score":0.009723778,"about_ca_system_score_codex":0.005096408,"about_ca_system_score_gemma":0.008462346,"threshold_uncertainty_score":0.036977172},"labels":[],"label_agreement":null},{"id":"W2023761470","doi":"10.1108/13683041111131619","title":"Updating corporate sustainability performance measurement systems","year":2011,"lang":"en","type":"article","venue":"Measuring Business Excellence","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Structuring; Process (computing); Corporate sustainability; Originality; Process management; Sustainability; Management science; Stakeholder; Performance measurement; Risk analysis (engineering); Business; Engineering; Management; Marketing; Qualitative research","score_opus":0.08095522947798142,"score_gpt":0.203152796212493,"score_spread":0.12219756673451157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023761470","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16226125,0.0042868443,0.6248778,0.03634389,0.0027912566,0.0054295594,0.0015437645,0.0071376716,0.15532786],"genre_scores_gemma":[0.4975345,0.0012978361,0.49104935,0.0015126928,0.00042304985,0.0019105859,0.0013271781,0.00037673654,0.0045680306],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8237624,0.090354465,0.01983883,0.009129094,0.054646857,0.0022683751],"domain_scores_gemma":[0.55866176,0.1022009,0.034410935,0.045527354,0.25418591,0.0050130696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.14675663,0.0014610258,0.0015630025,0.016410243,0.004545758,0.015514825,0.003897965,0.0020070912,0.0026459477],"category_scores_gemma":[0.26981568,0.00071279675,0.0011848876,0.012185337,0.0037015704,0.012456062,0.008409697,0.0041002817,0.0015399181],"study_design_candidate":"theoretical_or_conceptual","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":[0.000110427034,0.0003874589,0.039161548,0.0013668956,0.00017039958,0.000114111994,0.0062761246,0.007751133,0.0032563165,0.06439391,0.01721072,0.85980093],"study_design_scores_gemma":[0.00019044286,0.003487682,0.118697226,0.007934866,0.0007025428,0.0009253546,0.03032441,0.0845668,0.03767629,0.17830165,0.5359285,0.0012641344],"about_ca_topic_score_codex":0.0057127615,"about_ca_topic_score_gemma":0.005371865,"teacher_disagreement_score":0.14675663,"about_ca_system_score_codex":0.012247187,"about_ca_system_score_gemma":0.02218472,"threshold_uncertainty_score":0.7761325},"labels":[],"label_agreement":null},{"id":"W2023763261","doi":"10.1108/02632771011066602","title":"Government measures needed to promote building energy efficiency (BEE) in China","year":2010,"lang":"en","type":"article","venue":"Facilities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":68,"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":"Government (linguistics); Promotion (chess); Originality; Incentive; China; Stakeholder; Mainland China; Business; Questionnaire; Public economics; Marketing; Environmental economics; Economics; Public relations; Political science","score_opus":0.00692628303132909,"score_gpt":0.20873600520835395,"score_spread":0.20180972217702486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023763261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969709,0.0015149106,0.0015898151,0.0046815937,0.000044263754,0.0001459208,0.0001331897,0.00006493284,0.022116357],"genre_scores_gemma":[0.9980983,0.00027444254,0.00070593174,0.00017852,0.000005722329,0.0000282589,0.00005611085,0.0000022636511,0.0006504998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981997,0.0005444102,0.00013288761,0.00011292952,0.0005439731,0.0004661414],"domain_scores_gemma":[0.9970804,0.0007326562,0.00077887496,0.00024026526,0.00067307154,0.0004946925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032804643,0.00024194294,0.00020031596,0.0007845172,0.0011407987,0.0017324629,0.0005043037,0.00048938574,0.0019084476],"category_scores_gemma":[0.0042031356,0.00011121911,0.0002509675,0.001336488,0.0009443959,0.00089269254,0.0010586007,0.00043406454,0.000076233],"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":[0.0003911185,0.00082133734,0.496963,0.0020273456,0.00018632466,0.00088641304,0.010696542,0.014391906,0.014042952,0.069716565,0.0067206263,0.38315585],"study_design_scores_gemma":[0.00006003253,0.00042929608,0.9475894,0.00034284976,0.00008082867,0.00013616061,0.011544755,0.004324711,0.0035198717,0.0045844894,0.027334785,0.000052887044],"about_ca_topic_score_codex":0.03371262,"about_ca_topic_score_gemma":0.044669647,"teacher_disagreement_score":0.03371262,"about_ca_system_score_codex":0.004874222,"about_ca_system_score_gemma":0.018111046,"threshold_uncertainty_score":0.067032814},"labels":[],"label_agreement":null},{"id":"W2024318681","doi":"10.1108/ijesm-11-2013-0007","title":"Assessing occupant satisfaction and energy behaviours in Toronto’s LEED gold high-rise residential buildings","year":2014,"lang":"en","type":"article","venue":"International Journal of Energy Sector Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Post-occupancy evaluation; Efficient energy use; Originality; Architectural engineering; Energy (signal processing); Occupancy; Work (physics); Environmental economics; Quality (philosophy); Engineering; Psychology; Economics","score_opus":0.007524537351548345,"score_gpt":0.25329385727967574,"score_spread":0.2457693199281274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024318681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801564,0.000037007623,0.000096962794,0.000056172696,0.0000021023047,0.00001913861,0.00018226355,0.0000054620564,0.0015851764],"genre_scores_gemma":[0.99844295,0.000038675098,0.00026813598,0.000017051329,0.0000014075586,0.000013708185,0.00017856633,0.0000018385147,0.0010376466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991455,0.00014329713,0.00003941487,0.00005831821,0.00040929808,0.00020418497],"domain_scores_gemma":[0.99863404,0.00012826735,0.00022455552,0.00005067166,0.0005587297,0.0004038062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006573554,0.00023152323,0.00021613028,0.00063436606,0.0017794899,0.0010586254,0.0004382684,0.00023049046,0.0033473216],"category_scores_gemma":[0.0013641157,0.00015579745,0.00031112233,0.001100526,0.0009540766,0.00025954423,0.00088793354,0.0003184176,0.00036003787],"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":[0.00016483753,0.00011511367,0.94921225,0.00014514782,0.000031169428,0.0003429123,0.025619358,0.0003942899,0.002322611,0.0002482283,0.0015461378,0.019857924],"study_design_scores_gemma":[0.0000015564041,0.0001109845,0.9760084,0.000017344184,0.0000065493823,0.000052747437,0.021989442,0.00020081831,0.00035803698,0.000016077443,0.0012254221,0.000012594418],"about_ca_topic_score_codex":0.76219094,"about_ca_topic_score_gemma":0.92137164,"teacher_disagreement_score":0.23780906,"about_ca_system_score_codex":0.010570199,"about_ca_system_score_gemma":0.004809205,"threshold_uncertainty_score":0.47841913},"labels":[],"label_agreement":null},{"id":"W2024350586","doi":"10.1007/s12273-013-0159-y","title":"Life cycle assessment of a single-family residential building in Canada: A case study","year":2013,"lang":"en","type":"article","venue":"Building Simulation","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life-cycle assessment; Roof; Architectural engineering; Engineering; Consumption (sociology); Civil engineering; Occupancy; Single-family detached home; Energy consumption; Environmental impact assessment; Function (biology); Building design; Transport engineering; Production (economics); Geography; Economics; Ecology","score_opus":0.018961668605405817,"score_gpt":0.28045278492787895,"score_spread":0.2614911163224731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024350586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99059993,0.000120174125,0.001162756,0.0001739064,0.0000052426517,0.00010591724,0.00055133156,0.000036633635,0.007244266],"genre_scores_gemma":[0.9935155,0.00014844007,0.0020487024,0.000019156325,0.0000012292038,0.000024932931,0.00031386752,0.000013017625,0.003915116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995472,0.000062961204,0.000011309248,0.000044690016,0.0001666901,0.00016717931],"domain_scores_gemma":[0.99935156,0.0001370704,0.000031048876,0.000030418036,0.0003208812,0.00012908799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058997644,0.00055444107,0.00054883695,0.0010136613,0.003541344,0.001450338,0.0020611726,0.001027523,0.0025344072],"category_scores_gemma":[0.0010882849,0.00030830514,0.0006531806,0.0018348581,0.0008871348,0.00044960575,0.000710963,0.00057116814,0.00024414062],"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":[0.001286025,0.00274553,0.16109082,0.0004795562,0.00022620683,0.007099183,0.0075878194,0.6663548,0.013388846,0.011171938,0.0068624117,0.12170697],"study_design_scores_gemma":[0.0001684598,0.00091001263,0.19790341,0.00016298497,0.00021201532,0.00073201314,0.028986495,0.7395135,0.008276824,0.0024930495,0.020413509,0.00022775074],"about_ca_topic_score_codex":0.97598994,"about_ca_topic_score_gemma":0.9895427,"teacher_disagreement_score":0.034168184,"about_ca_system_score_codex":0.034168184,"about_ca_system_score_gemma":0.023229264,"threshold_uncertainty_score":0.24790871},"labels":[],"label_agreement":null},{"id":"W2025736602","doi":"10.1520/jai101061","title":"Development of a Canadian National Standard on Design for Disassembly and Adaptability for Buildings","year":2008,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Adaptability; Sustainability; Sustainable development; Architectural engineering; Process (computing); Construct (python library); Building design; Business; Construction engineering; Sustainable design; Engineering; Environmental resource management; Civil engineering; Environmental planning; Computer science; Environmental science; Political science; Management; Economics","score_opus":0.04525334099846204,"score_gpt":0.2772338386643635,"score_spread":0.23198049766590148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025736602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03372903,0.004296068,0.41949272,0.019569214,0.0035599833,0.0054730047,0.0072106337,0.003835127,0.5028341],"genre_scores_gemma":[0.10830896,0.0044777226,0.72069955,0.004412182,0.00025167476,0.0022843757,0.011485639,0.00093277305,0.14714718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95128953,0.0032276416,0.0032095776,0.0010832547,0.03891325,0.0022766609],"domain_scores_gemma":[0.8777577,0.0037308927,0.0018405424,0.0044716266,0.10993188,0.0022671912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022408096,0.0012388298,0.0007467627,0.008823698,0.0062112706,0.004921266,0.005006848,0.0026935004,0.0042811856],"category_scores_gemma":[0.0281816,0.0008838809,0.0014656843,0.005016828,0.0038236044,0.0021351592,0.0031427734,0.003875623,0.002624521],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014738712,0.0004576405,0.012393043,0.0008897935,0.00004261098,0.0005480004,0.0049932348,0.015592178,0.02274369,0.27905753,0.27661204,0.38652277],"study_design_scores_gemma":[0.000016042424,0.00008561873,0.011431274,0.0006342237,0.000036373003,0.00019146847,0.0009099593,0.0046720346,0.01028642,0.0063588102,0.96523166,0.00014623847],"about_ca_topic_score_codex":0.88816863,"about_ca_topic_score_gemma":0.9182258,"teacher_disagreement_score":0.9376226,"about_ca_system_score_codex":0.062377367,"about_ca_system_score_gemma":0.20659491,"threshold_uncertainty_score":0.45258158},"labels":[],"label_agreement":null},{"id":"W2026923734","doi":"10.5539/jsd.v4n3p59","title":"A Rating System for Sustainability of Industrial Projects with Application in Oil Sands and Heavy Oil Projects: Origins and Fundamentals","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Rating system; Government (linguistics); Oil sands; Sustainable development; Business; Life-cycle assessment; Environmental resource management; Environmental economics; Environmental planning; Environmental science; Economics","score_opus":0.024028332370460946,"score_gpt":0.24218367487581563,"score_spread":0.21815534250535468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026923734","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10455173,0.002084209,0.74619013,0.0009561562,0.0003678146,0.002201734,0.0018321985,0.0028000039,0.13901608],"genre_scores_gemma":[0.5049285,0.0015583445,0.47652423,0.00012527073,0.00013187638,0.001122426,0.001306402,0.00020921357,0.014093688],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9903306,0.0037530174,0.0014998454,0.00073472416,0.0032838522,0.00039797506],"domain_scores_gemma":[0.9891934,0.003001384,0.0014986296,0.0006825325,0.005242952,0.0003810871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005805168,0.0007998892,0.0005890266,0.0058088126,0.0011870741,0.0038790817,0.0009944552,0.0008650157,0.005691242],"category_scores_gemma":[0.016125366,0.00035279596,0.00056064053,0.005566382,0.0014700377,0.0035049787,0.0016128378,0.0011882053,0.0018730583],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003740315,0.0003035742,0.047319435,0.001163173,0.000082229744,0.0004664391,0.004189859,0.039045274,0.012746552,0.16074201,0.019511996,0.71405536],"study_design_scores_gemma":[0.000118585376,0.0023698683,0.12932031,0.0014476307,0.00019516642,0.001994769,0.009103878,0.30522394,0.023321185,0.12716699,0.3990037,0.00073391607],"about_ca_topic_score_codex":0.0055577997,"about_ca_topic_score_gemma":0.0055012754,"teacher_disagreement_score":0.0058088126,"about_ca_system_score_codex":0.0025084347,"about_ca_system_score_gemma":0.0019038272,"threshold_uncertainty_score":0.030701041},"labels":[],"label_agreement":null},{"id":"W2027224140","doi":"10.4467/2353737xct.14.025.2475","title":"Future cities: design opportunities for the improvement of air quality","year":2014,"lang":"pl","type":"article","venue":"RPK (Politechniki Krakowskiej)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Air quality index; Environmental planning; Quality (philosophy); Air pollution; Business; Architectural engineering; Engineering; Geography; Meteorology","score_opus":0.05232885706231184,"score_gpt":0.2892615085701366,"score_spread":0.23693265150782478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027224140","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05419465,0.02775826,0.47402287,0.086137995,0.0025006272,0.00021140082,0.000309181,0.0013306544,0.35353443],"genre_scores_gemma":[0.62171715,0.023460962,0.2873725,0.003928479,0.00052778,0.00048578548,0.0002582119,0.0004952529,0.061753795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989141,0.0005358928,0.00004028171,0.00009933461,0.00025399774,0.00015638546],"domain_scores_gemma":[0.99915886,0.00019486161,0.00009110449,0.00014785222,0.00026650837,0.0001407432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023554661,0.00070199376,0.00032346608,0.0007021778,0.0016019006,0.0047978917,0.0011954887,0.0020014988,0.010846055],"category_scores_gemma":[0.0017341675,0.0005294346,0.0007212902,0.0007229473,0.0025613336,0.005375994,0.0029856467,0.0014589757,0.001412797],"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":[0.00010432038,0.00011605053,0.0023262058,0.0009721073,0.00004512365,0.00020332975,0.0028595186,0.014634006,0.0039714263,0.82541555,0.026909523,0.12244297],"study_design_scores_gemma":[0.000049399063,0.00018280592,0.0014242969,0.00038833998,0.00007134179,0.00024528644,0.004970396,0.008437706,0.0022190688,0.25039235,0.7315506,0.000068446454],"about_ca_topic_score_codex":0.0019614357,"about_ca_topic_score_gemma":0.0066309064,"teacher_disagreement_score":0.010846055,"about_ca_system_score_codex":0.0018610575,"about_ca_system_score_gemma":0.002766242,"threshold_uncertainty_score":0.03628367},"labels":[],"label_agreement":null},{"id":"W2028805687","doi":"10.3992/jgb.7.4.46","title":"DEVELOPING MUNICIPAL POLICY AND PROGRAMS TO ACCELERATE MARKET TRANSFORMATION IN THE BUILDING SECTOR","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"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":"Prosperity; Business; Stock (firearms); Green building; Renewable energy; Efficient energy use; Economic growth; Environmental planning; Engineering; Economics; Architectural engineering; Geography","score_opus":0.03707958229278127,"score_gpt":0.3003955279870591,"score_spread":0.26331594569427785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028805687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08544646,0.0026154623,0.02782855,0.2439519,0.0016596644,0.0035613596,0.0011662352,0.002861974,0.63090837],"genre_scores_gemma":[0.44523793,0.0024552399,0.054899186,0.04132663,0.00050193403,0.0019230723,0.0015388643,0.0002859185,0.45183116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99411315,0.0012219684,0.000111580484,0.00027159724,0.0012778201,0.0030037626],"domain_scores_gemma":[0.9910433,0.0014560585,0.00051566004,0.00046218862,0.0021401562,0.0043826234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077571333,0.0005426239,0.0002613126,0.002206007,0.005623254,0.0068069412,0.0029589606,0.0058653024,0.03212218],"category_scores_gemma":[0.01124129,0.000655497,0.0006303275,0.0012148555,0.0025990533,0.003123197,0.0073828762,0.0033050743,0.0034383505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074700554,0.0016261506,0.014339438,0.0005692134,0.000032668697,0.0008778673,0.0073066778,0.007955005,0.004512915,0.334831,0.39333063,0.23454383],"study_design_scores_gemma":[0.000060494585,0.00011148739,0.0137036145,0.00034695579,0.000017824854,0.000055531906,0.005868508,0.0027642515,0.0014145924,0.00952958,0.9660963,0.000030918833],"about_ca_topic_score_codex":0.2884148,"about_ca_topic_score_gemma":0.45017874,"teacher_disagreement_score":0.2884148,"about_ca_system_score_codex":0.030507628,"about_ca_system_score_gemma":0.10086651,"threshold_uncertainty_score":0.5734721},"labels":[],"label_agreement":null},{"id":"W2030613523","doi":"10.3141/2246-02","title":"Adjacency Modeling for Coordination of Investments in Infrastructure Asset Management","year":2011,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Eston College; Concordia University","funders":"","keywords":"Asset management; Asset (computer security); Strategic planning; Sustainability; Heuristic; Adjacency list; Computer science; Operations research; Risk analysis (engineering); Business; Engineering; Computer security; Finance","score_opus":0.09274920052033145,"score_gpt":0.3548710496924573,"score_spread":0.2621218491721259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030613523","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05622826,0.00020939823,0.9241415,0.00046656668,0.00005122073,0.000104403625,0.00021544094,0.00026426802,0.018318908],"genre_scores_gemma":[0.8555981,0.00043135227,0.13461062,0.00008346072,0.000039485458,0.00024140718,0.00028492147,0.00012099928,0.008589647],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999062,0.0005181411,0.000031401218,0.00014574782,0.00012335155,0.00011927182],"domain_scores_gemma":[0.9986469,0.0009275362,0.00017492163,0.00006644914,0.0001039536,0.00008030346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012682725,0.0008376852,0.0006382874,0.0010928353,0.0008158152,0.0016420096,0.0011659596,0.0012035117,0.0041210437],"category_scores_gemma":[0.003612409,0.0005708394,0.0009876945,0.0014866458,0.0012534233,0.0019609837,0.0013617065,0.000998576,0.0003691597],"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":[0.000007556704,0.0000072018543,0.00014277983,0.000004482715,0.000004546885,0.000015006633,0.000019355903,0.9770822,0.00007025279,0.02100441,0.00011511807,0.0015271414],"study_design_scores_gemma":[0.000003280503,0.000007528772,0.000056135428,0.0000021892556,0.0000039561405,0.00000367994,0.000016380318,0.9875273,0.00005129393,0.011904595,0.000420688,0.000002938062],"about_ca_topic_score_codex":0.035722665,"about_ca_topic_score_gemma":0.032646433,"teacher_disagreement_score":0.035722665,"about_ca_system_score_codex":0.0035602956,"about_ca_system_score_gemma":0.0024736961,"threshold_uncertainty_score":0.071029484},"labels":[],"label_agreement":null},{"id":"W2031789227","doi":"10.1016/j.ijsbe.2014.12.003","title":"Potential benefits of developing and implementing environmental and sustainability rating systems: Making the case for the need of diversification","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Triple bottom line; Diversification (marketing strategy); Business; Variety (cybernetics); Environmental economics; Government (linguistics); Resource (disambiguation); Natural resource; Environmental impact assessment; Environmental resource management; Economics; Marketing; Computer science","score_opus":0.00970859129037096,"score_gpt":0.2383888738388637,"score_spread":0.22868028254849274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031789227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30442998,0.00436212,0.27758312,0.21398386,0.0010826653,0.0022353793,0.00018625504,0.0010443772,0.19509214],"genre_scores_gemma":[0.7819238,0.0011416129,0.20325327,0.0071818586,0.0002700786,0.0004750562,0.00010409032,0.00010684337,0.0055434844],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9451841,0.039700314,0.0020345503,0.0020092286,0.00893614,0.0021357369],"domain_scores_gemma":[0.81495476,0.081240825,0.01515697,0.02950692,0.047060013,0.012080532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10126127,0.0008171689,0.0006261047,0.0021561135,0.0033961218,0.00915455,0.0029911506,0.0051784427,0.003152404],"category_scores_gemma":[0.12570776,0.00070683926,0.0009610568,0.0016201764,0.004959875,0.016472045,0.009471723,0.00514084,0.0010412113],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005135853,0.0010766231,0.08723841,0.0009953888,0.00019248971,0.0012512263,0.011688021,0.015520129,0.007699949,0.29925904,0.020443961,0.55412126],"study_design_scores_gemma":[0.0005479791,0.003074132,0.08591647,0.0049197627,0.000299187,0.0025523503,0.029409885,0.064865895,0.013263378,0.3446401,0.44963032,0.00088053854],"about_ca_topic_score_codex":0.003413363,"about_ca_topic_score_gemma":0.0041490523,"teacher_disagreement_score":0.10126127,"about_ca_system_score_codex":0.0029539876,"about_ca_system_score_gemma":0.008887768,"threshold_uncertainty_score":0.5355272},"labels":[],"label_agreement":null},{"id":"W2032370552","doi":"10.5539/jsd.v1n3p17","title":"Life-cycle Environmental Friendly Construction of A Large Scale Project: A Case Study","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Leading Academic Discipline Project; National Natural Science Foundation of China","keywords":"Environmentally friendly; Scale (ratio); Business; Key (lock); Environmental impact assessment; Environmental resource management; Environmental planning; Ecology; Environmental science; Geography","score_opus":0.005759765857112516,"score_gpt":0.23171325976241353,"score_spread":0.225953493905301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032370552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98253447,0.00021609767,0.0056048078,0.00072399905,0.00001901934,0.00041028412,0.00015478794,0.000030395315,0.010306189],"genre_scores_gemma":[0.9855828,0.0005656161,0.008651311,0.00015521621,0.000018881057,0.00024179764,0.00011830432,0.000016765573,0.0046492554],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99790585,0.0011815632,0.00006491279,0.00012314244,0.00034435673,0.00038008427],"domain_scores_gemma":[0.996581,0.0016371154,0.00026546055,0.00021644017,0.00028161114,0.0010184647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002568623,0.0007346373,0.0004739806,0.0013757659,0.0051993867,0.0018674762,0.0019256484,0.0038187506,0.0035839959],"category_scores_gemma":[0.003126138,0.0004771188,0.00067335926,0.0016309842,0.0018319653,0.0013954911,0.0019890051,0.0013904897,0.000537113],"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":[0.0021161027,0.026843227,0.11214655,0.0026337071,0.0003298411,0.4268924,0.1285636,0.07653072,0.023650697,0.03521909,0.012956996,0.152117],"study_design_scores_gemma":[0.0009248982,0.015680635,0.13976602,0.0014457518,0.0003385128,0.09714127,0.42709926,0.10748768,0.030349016,0.0153736025,0.16369125,0.0007021135],"about_ca_topic_score_codex":0.008426827,"about_ca_topic_score_gemma":0.022507358,"teacher_disagreement_score":0.008426827,"about_ca_system_score_codex":0.002313904,"about_ca_system_score_gemma":0.0020585398,"threshold_uncertainty_score":0.016788602},"labels":[],"label_agreement":null},{"id":"W2032857991","doi":"10.1016/j.wasman.2015.03.036","title":"Inventorying Toronto’s single detached housing stocks to examine the availability of clay brick for urban mining","year":2015,"lang":"en","type":"article","venue":"Waste Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Brick; Reuse; Brick and mortar; Environmental science; Civil engineering; Engineering; Agricultural economics; Environmental engineering; Waste management; Economics; Computer science","score_opus":0.04205997545260352,"score_gpt":0.25397109111890087,"score_spread":0.21191111566629736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032857991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944119,0.000052234118,0.00039449616,0.000037732094,0.0000017778027,0.000021644875,0.0024092067,0.000010909853,0.0026600978],"genre_scores_gemma":[0.994856,0.000061069506,0.0008682721,0.000007670012,0.0000014911512,0.000009327796,0.0016862235,0.000004643091,0.0025053893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985075,0.000009493585,0.000006914665,0.000024296645,0.0000729198,0.000035561123],"domain_scores_gemma":[0.99944,0.000047751662,0.0001045796,0.000028098564,0.00028713665,0.00009232391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015762929,0.00028162188,0.00014191534,0.0012646869,0.00073967903,0.000761726,0.00045555664,0.00020649373,0.0016894476],"category_scores_gemma":[0.00048492398,0.00020516587,0.00022233346,0.0025941741,0.000204488,0.00032890614,0.00030887648,0.00018354798,0.00027217122],"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":[0.00015543998,0.000053468488,0.9569115,0.00006056578,0.00010506207,0.00033339308,0.0015865436,0.009116924,0.0065306295,0.00049412297,0.002712036,0.021940254],"study_design_scores_gemma":[0.0000038303374,0.000042453947,0.9868111,0.000009422229,0.000022969029,0.000034877365,0.0017838045,0.007452802,0.0012110989,0.000042230604,0.002575219,0.000010168095],"about_ca_topic_score_codex":0.9317525,"about_ca_topic_score_gemma":0.9874979,"teacher_disagreement_score":0.0682475,"about_ca_system_score_codex":0.00825344,"about_ca_system_score_gemma":0.004886623,"threshold_uncertainty_score":0.13729876},"labels":[],"label_agreement":null},{"id":"W2033098878","doi":"10.3384/ecp110571078","title":"Influence of External Actors in Swedish Homeowners' Adoption of Energy Efficient Windows","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Architectural engineering; Passive house; General partnership; Heating system; Quarter (Canadian coin); Civil engineering; Engineering; Efficient energy use; Business; Mechanical engineering; Finance; Geography; Electrical engineering","score_opus":0.01013453812199948,"score_gpt":0.20769079727527306,"score_spread":0.19755625915327357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033098878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827672,0.00025781654,0.00010635399,0.0004326877,0.000017861112,0.000009555197,0.000029360617,0.000004220776,0.016375039],"genre_scores_gemma":[0.99760157,0.0001353126,0.000052209267,0.00006259611,0.000005226758,0.000004502474,0.000034807337,0.0000074173868,0.0020964157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965933,0.0019115984,0.00013002128,0.00028112598,0.00031511113,0.0007688706],"domain_scores_gemma":[0.99388945,0.0032261107,0.0011471857,0.00020582849,0.00045191907,0.0010795832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032517712,0.00031577362,0.00024872192,0.0010074754,0.002053085,0.007938384,0.00033844082,0.00092898833,0.005702816],"category_scores_gemma":[0.006488014,0.00020981427,0.00022789788,0.00068034616,0.0024123956,0.0013512966,0.0030729922,0.0011552244,0.0005557482],"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":[0.0019137044,0.0009390285,0.73593915,0.0002633333,0.00018498294,0.0041440576,0.17508626,0.0017588057,0.004063877,0.022754544,0.0029429267,0.05000936],"study_design_scores_gemma":[0.000070310416,0.0002597612,0.5931402,0.0003436649,0.000120961566,0.0004778813,0.34552243,0.0012253885,0.0017661856,0.002864769,0.054116905,0.000091522874],"about_ca_topic_score_codex":0.017443318,"about_ca_topic_score_gemma":0.019279353,"teacher_disagreement_score":0.017443318,"about_ca_system_score_codex":0.0024668854,"about_ca_system_score_gemma":0.0013295277,"threshold_uncertainty_score":0.034683585},"labels":[],"label_agreement":null},{"id":"W2034498519","doi":"10.1016/j.tust.2004.04.003","title":"Quantification of social costs associated with construction projects: state-of-the-art review","year":2004,"lang":"en","type":"article","venue":"Tunnelling and Underground Space Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Valuation (finance); Revenue; Actuary; Social cost; Process (computing); Environmental economics; Business; Economics; Public economics; Actuarial science; Computer science; Microeconomics; Finance","score_opus":0.011077218950716913,"score_gpt":0.22953099424946086,"score_spread":0.21845377529874394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034498519","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0371021,0.90048623,0.034583606,0.0022018843,0.00026830813,0.000064924556,0.0005736095,0.000026375856,0.02469297],"genre_scores_gemma":[0.24126548,0.7452718,0.009714443,0.00019000856,0.00082120183,0.00007562604,0.00045088594,0.000035274614,0.002175232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957064,0.0014049135,0.00034680357,0.00056829985,0.0018165369,0.00015703696],"domain_scores_gemma":[0.9663634,0.027541874,0.0025752157,0.00062055944,0.0027543425,0.00014470214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043288646,0.0017660478,0.002508727,0.007865736,0.000580009,0.004518091,0.0018597816,0.002082718,0.0031003656],"category_scores_gemma":[0.017680543,0.000559412,0.0011670758,0.012608595,0.002313117,0.0033351998,0.0011228931,0.0007194884,0.00048990734],"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":[0.00020420233,0.00017118495,0.01275663,0.014736314,0.00083322846,0.00022874003,0.00035783608,0.042045504,0.0008565894,0.05870466,0.005015964,0.8640892],"study_design_scores_gemma":[0.00005400196,0.0007427554,0.09723243,0.032877248,0.003707666,0.0033184974,0.005250728,0.08998129,0.007274979,0.30065456,0.45838135,0.00052451005],"about_ca_topic_score_codex":0.003637623,"about_ca_topic_score_gemma":0.0053247726,"teacher_disagreement_score":0.007865736,"about_ca_system_score_codex":0.001971173,"about_ca_system_score_gemma":0.0025742585,"threshold_uncertainty_score":0.022893488},"labels":[],"label_agreement":null},{"id":"W2034674010","doi":"10.1680/ensu.2008.161.1.77","title":"Application of sustainability indicators in decision-making processes for urban regeneration projects","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":61,"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":"Engineering and Physical Sciences Research Council","keywords":"Timeline; Sustainability; Quarter (Canadian coin); Business; Sustainable development; Process (computing); Variety (cybernetics); Environmental planning; Social sustainability; Environmental resource management; Geography; Computer science; Political science; Economics","score_opus":0.005728575470641961,"score_gpt":0.22653286264314543,"score_spread":0.22080428717250347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034674010","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3987278,0.0028027333,0.5005587,0.006987142,0.00042809473,0.0067747445,0.0019130787,0.0017711961,0.08003658],"genre_scores_gemma":[0.57353896,0.00129066,0.42029327,0.00018004025,0.00004330372,0.0015636085,0.0011588124,0.00013795953,0.0017933605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.91470784,0.061241645,0.0066744955,0.0023905332,0.011299992,0.0036854704],"domain_scores_gemma":[0.85082537,0.102904,0.015188379,0.0030545113,0.023817217,0.004210521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.089136586,0.0015521959,0.0014965836,0.010847681,0.00312194,0.014729002,0.0019150212,0.0014472903,0.0028314658],"category_scores_gemma":[0.13264814,0.0009500187,0.0010988812,0.012930377,0.002610325,0.006740477,0.006124328,0.00294849,0.00072604354],"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":[0.0013072885,0.0009686786,0.0703991,0.0028165043,0.00028392373,0.00079478085,0.028114311,0.13796295,0.002558569,0.055235814,0.00965354,0.6899046],"study_design_scores_gemma":[0.0005899155,0.004231686,0.106565036,0.008650939,0.00039806214,0.00077680923,0.14210166,0.42032522,0.02899855,0.16601495,0.12010693,0.0012402011],"about_ca_topic_score_codex":0.0096953465,"about_ca_topic_score_gemma":0.01328464,"teacher_disagreement_score":0.089136586,"about_ca_system_score_codex":0.012672137,"about_ca_system_score_gemma":0.017407607,"threshold_uncertainty_score":0.47140497},"labels":[],"label_agreement":null},{"id":"W2036540015","doi":"10.5539/ibr.v7n6p49","title":"The Study on Key Factors of Influencing Consumers’ Purchase of Green Buildings Application of Two-stage Fuzzy Analytic Hierarchy Process","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Green marketing; Business; Government (linguistics); Marketing; Environmental economics; Consumption (sociology); Economics","score_opus":0.03696508885564852,"score_gpt":0.3655664052009829,"score_spread":0.32860131634533435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036540015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785297,0.0002474064,0.014057685,0.00039940127,0.000015138044,0.00023164277,0.00007280515,0.000015417254,0.006430841],"genre_scores_gemma":[0.9945707,0.00016215065,0.004424157,0.000016121492,0.0000045217357,0.00005666416,0.00003995134,0.0000014459036,0.0007243359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896276,0.0003683081,0.00006895948,0.00008553385,0.00037556354,0.00013886743],"domain_scores_gemma":[0.99664503,0.002330571,0.00026547402,0.000042334665,0.00063125254,0.00008538896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016578276,0.00033275396,0.00032093225,0.0014404586,0.00075633917,0.0013158877,0.00034273983,0.00043428448,0.0020699145],"category_scores_gemma":[0.004819808,0.00021866073,0.0007728419,0.0014280764,0.00044887277,0.0008088043,0.00047153607,0.00056905544,0.00009472844],"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":[0.0007864105,0.0014971532,0.6099889,0.0021774727,0.00053633086,0.0029381856,0.050255954,0.03758225,0.0128950495,0.031896,0.0028486887,0.24659756],"study_design_scores_gemma":[0.00010705037,0.0016959086,0.54897004,0.00050558144,0.0006497189,0.0006789863,0.055149607,0.36248663,0.008132501,0.01314781,0.008286781,0.00018940763],"about_ca_topic_score_codex":0.012144285,"about_ca_topic_score_gemma":0.009884311,"teacher_disagreement_score":0.012144285,"about_ca_system_score_codex":0.001396945,"about_ca_system_score_gemma":0.0020460035,"threshold_uncertainty_score":0.024147213},"labels":[],"label_agreement":null},{"id":"W2036602384","doi":"10.4028/www.scientific.net/amr.878.850","title":"Improving the Understanding of the Green Assessment System / LEED in Developing Countries: The Case of China","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"China; Green building; Sustainable development; Resource efficiency; Water efficiency; Environmental resource management; Environmental economics; Environmental quality; Resource (disambiguation); Environmental impact assessment; Sustainable energy; Architectural engineering; Environmental planning; Engineering; Business; Geography; Environmental science; Computer science; Political science; Renewable energy; Economics","score_opus":0.03638731212356967,"score_gpt":0.32965796347890036,"score_spread":0.2932706513553307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036602384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8069827,0.010336989,0.008117287,0.013348384,0.00008302796,0.00021806614,0.00031954527,0.000032651158,0.16056138],"genre_scores_gemma":[0.9862511,0.003321486,0.0035793914,0.00042724257,0.000009921654,0.000030824107,0.00006570073,0.000008203577,0.006306131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985512,0.0005202275,0.00010740816,0.00009439613,0.0003069325,0.00041993565],"domain_scores_gemma":[0.99937195,0.00017302675,0.00011296332,0.000049826853,0.00021816631,0.000074153264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030388332,0.00036593972,0.0003857268,0.0019534198,0.0025591883,0.0032725036,0.0010764212,0.0010225241,0.002251138],"category_scores_gemma":[0.0012827177,0.00021750502,0.0005656015,0.003800327,0.0027865453,0.003166245,0.0018997523,0.0009382899,0.000111414],"study_design_candidate":"qualitative","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":[0.00010826195,0.00016258849,0.13960753,0.001298744,0.00007239157,0.015534065,0.035765048,0.022100123,0.0028447108,0.63847405,0.0066850646,0.13734737],"study_design_scores_gemma":[0.000054630895,0.00027247242,0.32291186,0.0032216387,0.0001954275,0.0034150612,0.17492756,0.06314331,0.0070468434,0.09536914,0.32904276,0.00039931803],"about_ca_topic_score_codex":0.30577004,"about_ca_topic_score_gemma":0.27172694,"teacher_disagreement_score":0.30577004,"about_ca_system_score_codex":0.015829263,"about_ca_system_score_gemma":0.010648301,"threshold_uncertainty_score":0.6079805},"labels":[],"label_agreement":null},{"id":"W2039555096","doi":"10.1016/j.conbuildmat.2010.11.041","title":"Sustainability assessment of flooring systems in the city of Tehran: An AHP-based life cycle analysis","year":2010,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":202,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Analytic hierarchy process; Sustainability; Life-cycle assessment; Environmental economics; Triple bottom line; Embodied energy; Resource efficiency; Environmental resource management; Engineering; Environmental science; Operations research; Production (economics); Economics","score_opus":0.008894581865701679,"score_gpt":0.27338080964674144,"score_spread":0.26448622778103975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039555096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964461,0.000044792832,0.0026149903,0.000025402838,0.000003062261,0.000034123976,0.0002376611,0.000015609065,0.0005782045],"genre_scores_gemma":[0.997279,0.000034407167,0.0021837547,0.0000024374972,0.0000012424206,0.000025528716,0.0002697346,0.0000034039813,0.00020051091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995105,0.00013561136,0.000033209075,0.00004419357,0.00019495511,0.00008145592],"domain_scores_gemma":[0.99947375,0.0002146715,0.00006232324,0.000027944328,0.00018885039,0.000032492713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080744707,0.0005322549,0.0005265388,0.0018342041,0.0008204815,0.0008144807,0.0007102875,0.0005167668,0.0007235697],"category_scores_gemma":[0.0010194553,0.00038043904,0.0012316739,0.0013658538,0.00038490474,0.0007065224,0.0005209198,0.00027786294,0.00008225553],"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":[0.0006112637,0.0006516372,0.22296353,0.00048111743,0.0006039424,0.0007903048,0.0015128243,0.6522821,0.019546457,0.0021326472,0.00089672394,0.09752745],"study_design_scores_gemma":[0.000051829105,0.00082898495,0.26076898,0.000040365197,0.00041326002,0.0001735262,0.004475168,0.71686083,0.012626975,0.002209977,0.0014565875,0.000093513285],"about_ca_topic_score_codex":0.04708213,"about_ca_topic_score_gemma":0.06210773,"teacher_disagreement_score":0.04708213,"about_ca_system_score_codex":0.002623963,"about_ca_system_score_gemma":0.0018862976,"threshold_uncertainty_score":0.09361613},"labels":[],"label_agreement":null},{"id":"W2041102947","doi":"10.1007/s11269-011-9934-7","title":"Water Efficiency and the Professional Plumbing Sector: How Capacity and Capability Influence Knowledge Acquisition and Innovation","year":2011,"lang":"en","type":"article","venue":"Water Resources Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Public Health","funders":"","keywords":"Context (archaeology); Retraining; Accreditation; Curriculum; Certification; Best practice; Water efficiency; Process (computing); Business; Professional development; Knowledge transfer; Public relations; Engineering; Knowledge management; Political science; Medical education; Computer science; Psychology; Pedagogy; Medicine","score_opus":0.015116384957463523,"score_gpt":0.207755411349427,"score_spread":0.19263902639196345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041102947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735701,0.00013751183,0.00088388263,0.0007046742,0.0000043535897,0.000010644871,0.000021038466,0.000006191914,0.0246615],"genre_scores_gemma":[0.9993293,0.000045450328,0.00008100111,0.000016891541,0.0000021285823,0.0000024752414,0.0000053561976,0.000002001385,0.0005152968],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99750036,0.0012044301,0.000066290355,0.00019754177,0.00036900913,0.0006623968],"domain_scores_gemma":[0.9601875,0.03050698,0.002731189,0.0011576619,0.0018796877,0.0035368926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029012647,0.0001674717,0.0001910748,0.0012614838,0.0007558531,0.004748734,0.0006186547,0.001439067,0.0072625885],"category_scores_gemma":[0.021963183,0.00021101841,0.00026299097,0.00095133344,0.0032516997,0.0037955372,0.0025632922,0.00078171905,0.00060257205],"study_design_candidate":"qualitative","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":[0.0010627799,0.001996079,0.78236693,0.0002290919,0.00028380015,0.0012307501,0.027747937,0.009222187,0.00657267,0.072779536,0.0016195432,0.09488865],"study_design_scores_gemma":[0.00011524295,0.0004868192,0.7879909,0.00027901793,0.00017243782,0.00049000536,0.05215714,0.01946632,0.0046892795,0.12231787,0.011716689,0.00011821226],"about_ca_topic_score_codex":0.0077159707,"about_ca_topic_score_gemma":0.011425856,"teacher_disagreement_score":0.0077159707,"about_ca_system_score_codex":0.0018030067,"about_ca_system_score_gemma":0.0029675656,"threshold_uncertainty_score":0.024295747},"labels":[],"label_agreement":null},{"id":"W2044257353","doi":"10.1080/00038628.2012.667939","title":"Do green offices affect employee engagement and environmental attitudes?","year":2012,"lang":"en","type":"article","venue":"Architectural Science Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Employee engagement; Affect (linguistics); Job satisfaction; Psychology; Work engagement; Productivity; Scale (ratio); Business; Work (physics); Work environment; Environmental design; Marketing; Applied psychology; Social psychology; Public relations; Engineering; Political science; Geography; Economics; Civil engineering","score_opus":0.024926396850214794,"score_gpt":0.29178323753109864,"score_spread":0.26685684068088383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044257353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8880654,0.103159316,0.0001242821,0.001065187,0.00004599583,0.0000136448825,0.00008501985,0.00000365621,0.0074376254],"genre_scores_gemma":[0.9435612,0.05473538,0.00010173083,0.00026700812,0.000044806133,0.0000066218754,0.00007813993,0.0000016417529,0.0012034952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950325,0.00017360372,0.00002994971,0.00004187977,0.00016260897,0.000088697445],"domain_scores_gemma":[0.9987197,0.00039141742,0.00052810676,0.000020492344,0.00023975017,0.00010056583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080023916,0.000112668706,0.0002378411,0.0004455515,0.0001755165,0.0007413003,0.00020980627,0.00045243747,0.0010888583],"category_scores_gemma":[0.0022454616,0.00008928146,0.00024046833,0.00081460807,0.00022532417,0.00035438262,0.0002782646,0.00020701556,0.00018012158],"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":[0.00053906895,0.0005022385,0.5863555,0.0030809718,0.00046042155,0.00035873332,0.005009362,0.00025817976,0.0025049068,0.0006223915,0.002150344,0.3981578],"study_design_scores_gemma":[0.000016315313,0.00024044671,0.985239,0.0005243421,0.00024445244,0.00018666599,0.0035160023,0.000086908636,0.0003729452,0.00019359536,0.009366434,0.000012745337],"about_ca_topic_score_codex":0.043703448,"about_ca_topic_score_gemma":0.12063155,"teacher_disagreement_score":0.043703448,"about_ca_system_score_codex":0.00067119783,"about_ca_system_score_gemma":0.0012225208,"threshold_uncertainty_score":0.08689809},"labels":[],"label_agreement":null},{"id":"W2044770502","doi":"10.5539/jsd.v6n5p37","title":"The Green Housing Privilege? An Analysis of the Connections Between Socio-Economic Status of California Communities and Leadership in Energy and Environmental Design (LEED) Certification","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Environmental design; Statistical analysis; Business; Privilege (computing); Geography; Economic growth; Agricultural economics; Environmental economics; Engineering; Economics; Statistics; Management; Mathematics; Civil engineering; Computer science; Computer security","score_opus":0.045667715308983454,"score_gpt":0.21761229999022247,"score_spread":0.17194458468123902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044770502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750334,0.0001261561,0.00003247071,0.00014993272,0.000007743883,0.0000059442277,0.00033689901,0.0000014695677,0.0018360824],"genre_scores_gemma":[0.99949336,0.00005485913,0.000020235837,0.000013241896,0.000009837342,0.000005001771,0.00022320398,9.59475e-7,0.00017918054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910057,0.00018931118,0.000065145025,0.00015758911,0.00022098994,0.00026650654],"domain_scores_gemma":[0.993598,0.0016530473,0.0022932414,0.00027207332,0.0006898715,0.0014938347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011209452,0.00011883611,0.0001962384,0.0018076039,0.000763097,0.0010455353,0.00046233446,0.00027611526,0.003936802],"category_scores_gemma":[0.004226852,0.00012571132,0.00043628446,0.0018513094,0.0008309049,0.00063930143,0.0010617893,0.00050852407,0.00016320446],"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":[0.00002783712,0.000033503093,0.9981025,0.000004725295,0.000023556864,0.000021011338,0.00020236077,0.000034083536,0.000014449932,0.000082528706,0.00018577726,0.0012677248],"study_design_scores_gemma":[0.0000012432732,0.000024795725,0.9985745,0.0000048169113,0.0000070826504,0.000016000213,0.0009723676,0.00009992345,0.000006926457,0.00001970691,0.00027101696,0.0000016063516],"about_ca_topic_score_codex":0.06685564,"about_ca_topic_score_gemma":0.10219275,"teacher_disagreement_score":0.06685564,"about_ca_system_score_codex":0.00063187006,"about_ca_system_score_gemma":0.0007751202,"threshold_uncertainty_score":0.13293302},"labels":[],"label_agreement":null},{"id":"W2044815121","doi":"10.4028/www.scientific.net/amr.971-973.2198","title":"Physical Environment Assessment Tools for the Performance of Recreational Farm","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Sustainable Building Design and Assessment","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":"Environmental economics; Workload; Statistic; Sustainability; Government (linguistics); Recreation; Process (computing); Engineering; Environmental resource management; Computer science; Risk analysis (engineering); Business; Economics; Mathematics; Statistics","score_opus":0.03782315611200567,"score_gpt":0.34976181501642895,"score_spread":0.3119386589044233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044815121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7677182,0.0011489405,0.123891495,0.00065911945,0.00022167843,0.0014349121,0.006511445,0.0033044284,0.09510978],"genre_scores_gemma":[0.936023,0.0004237605,0.055404313,0.000097768214,0.000033047745,0.00069756975,0.0018828905,0.00006823786,0.0053695017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985429,0.00040787618,0.00016727195,0.0001486891,0.0006248902,0.000108400396],"domain_scores_gemma":[0.99691004,0.0011903155,0.00048235667,0.00016651022,0.0010932016,0.00015751434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014113412,0.00079904514,0.0003387961,0.0043695807,0.00042437072,0.0015386591,0.00049658114,0.00057619065,0.009391792],"category_scores_gemma":[0.0071533546,0.00015869658,0.0007343381,0.00237299,0.00022740864,0.001518099,0.0009525206,0.00043236164,0.001973501],"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":[0.0004812082,0.001091225,0.26146233,0.001169941,0.0001393079,0.00048760936,0.0033205252,0.011308006,0.007898305,0.0043693148,0.012715981,0.69555616],"study_design_scores_gemma":[0.00006505563,0.0011417331,0.8604594,0.00094670785,0.00026102984,0.00078415516,0.015564658,0.073118076,0.008906233,0.0053234925,0.033179246,0.00025022682],"about_ca_topic_score_codex":0.0024535228,"about_ca_topic_score_gemma":0.004868942,"teacher_disagreement_score":0.009391792,"about_ca_system_score_codex":0.00044023764,"about_ca_system_score_gemma":0.00061877386,"threshold_uncertainty_score":0.03141862},"labels":[],"label_agreement":null},{"id":"W2047232879","doi":"10.1108/13683040910984329","title":"Setting a course in corporate sustainability performance measurement","year":2009,"lang":"en","type":"article","venue":"Measuring Business Excellence","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Process (computing); Computer science; Process management; Sustainability; Key (lock); Management science; Situational ethics; Corporation; Originality; Set (abstract data type); Knowledge management; Risk analysis (engineering); Business; Engineering; Political science","score_opus":0.029902486336855758,"score_gpt":0.2206954380057064,"score_spread":0.19079295166885063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047232879","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16644451,0.002536497,0.2960809,0.17508982,0.0042921933,0.0134302145,0.0009621752,0.0019620438,0.33920163],"genre_scores_gemma":[0.65327764,0.0010472201,0.28312162,0.022786705,0.00048246648,0.0068554142,0.00046769346,0.0002689013,0.03169232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9587269,0.026847446,0.0017299866,0.0033851892,0.0064270427,0.00288345],"domain_scores_gemma":[0.94514,0.01957591,0.0047264,0.0039074677,0.012383505,0.014266709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0418933,0.00093708467,0.0009183139,0.0019837136,0.010318584,0.016924948,0.0029008384,0.005609853,0.015565729],"category_scores_gemma":[0.062098008,0.00058832386,0.0008947261,0.0017523794,0.010050689,0.011892061,0.015000756,0.012433769,0.0073500904],"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":[0.0002347771,0.002406425,0.025865406,0.0012506031,0.0000373438,0.0010129162,0.036167137,0.00263895,0.0037884635,0.58808136,0.06267361,0.27584293],"study_design_scores_gemma":[0.00015240017,0.0018048647,0.022030799,0.0036734608,0.000039371447,0.00073012896,0.107700795,0.0051384736,0.010256889,0.40721297,0.4409213,0.0003385266],"about_ca_topic_score_codex":0.0026447815,"about_ca_topic_score_gemma":0.0026761896,"teacher_disagreement_score":0.0418933,"about_ca_system_score_codex":0.01387497,"about_ca_system_score_gemma":0.023683522,"threshold_uncertainty_score":0.22155559},"labels":[],"label_agreement":null},{"id":"W2051022076","doi":"10.1016/j.buildenv.2014.05.021","title":"Integrated LCA–LEED sustainability assessment model for structure and envelope systems of school buildings","year":2014,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Precast concrete; Sustainability; Demolition; Building envelope; Life-cycle assessment; Masonry; Envelope (radar); Energy consumption; Engineering; Architectural engineering; Civil engineering; Production (economics)","score_opus":0.008597788444683108,"score_gpt":0.22600214065657864,"score_spread":0.21740435221189552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051022076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25246137,0.00068903755,0.6116094,0.0006211442,0.00009239226,0.0004051721,0.0030357437,0.001003897,0.13008194],"genre_scores_gemma":[0.9601276,0.00021180161,0.020527655,0.00008819602,0.000020317766,0.0003354325,0.0007907432,0.00008433978,0.017813878],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961495,0.0000987756,0.000016211234,0.000060688704,0.00012908112,0.00008024359],"domain_scores_gemma":[0.9997222,0.00007161876,0.000027421054,0.000033616332,0.00012506517,0.000020099147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653492,0.0005560865,0.0007554992,0.00078820094,0.00063967623,0.0012554688,0.0019308637,0.0014259631,0.006981588],"category_scores_gemma":[0.00078519253,0.0004815297,0.0010870482,0.0008377526,0.00053973316,0.0012527114,0.0011561892,0.00069145655,0.0009844796],"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":[0.000014681246,0.000033080185,0.0006598382,0.000023280767,0.0000138952855,0.000031570544,0.000025892632,0.9891455,0.0007501988,0.0046926388,0.00031601524,0.004293385],"study_design_scores_gemma":[0.0000051760517,0.000013111938,0.0003787182,0.000006292095,0.0000078085795,0.000010613997,0.000021577293,0.99660575,0.00031546503,0.0017523671,0.0008767708,0.000006324479],"about_ca_topic_score_codex":0.036703967,"about_ca_topic_score_gemma":0.029187758,"teacher_disagreement_score":0.036703967,"about_ca_system_score_codex":0.002158796,"about_ca_system_score_gemma":0.0016392275,"threshold_uncertainty_score":0.07298064},"labels":[],"label_agreement":null},{"id":"W2052044823","doi":"10.3992/jgb.10.1.150","title":"CONSIDERATION OF THE USE PHASE IN CERTIFICATION PROGRAMS FOR RESIDENTIAL GREEN BUILDING","year":2015,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","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":"Université de Montréal","funders":"","keywords":"Certification; Green building; Architectural engineering; Energy consumption; Phase (matter); Consumption (sociology); Ecological footprint; Water efficiency; Environmental economics; Business; Environmental resource management; Environmental planning; Civil engineering; Engineering; Environmental science; Sustainability","score_opus":0.09660489396606753,"score_gpt":0.32412753235856506,"score_spread":0.22752263839249753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052044823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80348444,0.0011561983,0.027971711,0.002883294,0.0001523414,0.0014045828,0.00030090558,0.00021077033,0.16243584],"genre_scores_gemma":[0.99013853,0.00013006451,0.0067333807,0.00014400163,0.000016396276,0.00012213337,0.00005008674,0.000015922808,0.0026493699],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919224,0.0034189853,0.00028110854,0.00018808177,0.0034345784,0.0007549065],"domain_scores_gemma":[0.97668535,0.011747084,0.0033383027,0.0008881018,0.006385329,0.0009557633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008294394,0.00025816218,0.00015233268,0.0018912643,0.0016377899,0.002526638,0.0009023052,0.0008638626,0.0038100265],"category_scores_gemma":[0.020603782,0.00022908213,0.0003202592,0.0010401168,0.0009889294,0.0014121581,0.0012461714,0.0009869824,0.00028563885],"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":[0.0007554244,0.0033602172,0.18162195,0.0019048103,0.00009553134,0.0016852973,0.013823367,0.05089556,0.04074756,0.13539037,0.014018785,0.5557011],"study_design_scores_gemma":[0.00014006902,0.0035538883,0.52548194,0.003762404,0.00044474384,0.0011965078,0.035777476,0.08209076,0.07396133,0.03091101,0.24225222,0.00042768678],"about_ca_topic_score_codex":0.016981058,"about_ca_topic_score_gemma":0.0487023,"teacher_disagreement_score":0.016981058,"about_ca_system_score_codex":0.004786121,"about_ca_system_score_gemma":0.00901581,"threshold_uncertainty_score":0.043865442},"labels":[],"label_agreement":null},{"id":"W2057673645","doi":"10.2495/sc060371","title":"Life cycle guarantors of sustainability","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Sustainability; Outreach; General partnership; Conversation; Business; Resource (disambiguation); Sustainable community; Public relations; Architectural engineering; Engineering; Sociology; Economic growth; Political science; Computer science; Economics; Finance","score_opus":0.002495674826375771,"score_gpt":0.17389652735608524,"score_spread":0.17140085252970946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057673645","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035992727,0.004705075,0.059415005,0.020182943,0.0010737452,0.00023647257,0.0018809353,0.00037360928,0.8761394],"genre_scores_gemma":[0.811548,0.00499075,0.008856905,0.00267301,0.001471307,0.00046334296,0.0013861998,0.0002971253,0.1683135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752086,0.0005361757,0.00021165295,0.0005665321,0.000583096,0.0005815793],"domain_scores_gemma":[0.9888081,0.0027982257,0.001803066,0.0027213208,0.0027351405,0.0011341156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134318,0.0004170054,0.00047193965,0.0016297912,0.002188663,0.0055794516,0.0009040263,0.0021219037,0.0442221],"category_scores_gemma":[0.013155579,0.00046768252,0.00051739597,0.0011833885,0.0053532934,0.0066913776,0.0036180327,0.0024139807,0.0069985576],"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":[0.000039094724,0.00002335751,0.0013700617,0.00010626682,0.000019556099,0.00011477534,0.00036685402,0.00071228604,0.0005152156,0.9663765,0.009145184,0.021210887],"study_design_scores_gemma":[0.000025384157,0.000058809073,0.0024511483,0.00018445464,0.00002294147,0.0001614903,0.00036798255,0.0008169154,0.0011180359,0.7302469,0.2645161,0.000029848325],"about_ca_topic_score_codex":0.0022961132,"about_ca_topic_score_gemma":0.0025045231,"teacher_disagreement_score":0.0442221,"about_ca_system_score_codex":0.002531983,"about_ca_system_score_gemma":0.0034949589,"threshold_uncertainty_score":0.1479376},"labels":[],"label_agreement":null},{"id":"W2057861210","doi":"10.3992/jgb.1.2.18","title":"Sustainable Technologies for Overview of Prototype Green-built House Design","year":2006,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Architectural engineering; Sustainable design; Litmus; Engineering; Unit (ring theory); Green building; Design technology; Construction engineering; Systems engineering; Sustainability","score_opus":0.03155876606254966,"score_gpt":0.28177848474204426,"score_spread":0.2502197186794946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057861210","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03961076,0.025052179,0.5667652,0.001842065,0.0014787616,0.0017385172,0.0015609417,0.005378502,0.35657302],"genre_scores_gemma":[0.22823694,0.016860444,0.45049506,0.0006534597,0.00022390526,0.0010246113,0.003227397,0.00087163324,0.2984065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991178,0.0001450644,0.000054620505,0.00006438483,0.0005600131,0.00005805302],"domain_scores_gemma":[0.9994111,0.00005962965,0.000028282797,0.00009174171,0.0003675232,0.000041793683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093928096,0.000477162,0.00025250888,0.0013444666,0.000488456,0.0010909255,0.0010157833,0.00085060584,0.018148394],"category_scores_gemma":[0.0009865039,0.00041622002,0.00045203287,0.0010708455,0.00026206387,0.0012716013,0.00060800696,0.0004818545,0.0051061343],"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":[0.00013004993,0.0001470388,0.0009872947,0.0012543817,0.000016760336,0.0005804059,0.0004636572,0.0071413447,0.022614898,0.026823457,0.053499565,0.8863412],"study_design_scores_gemma":[0.000027822794,0.00042833821,0.0024246273,0.0002572362,0.000021676453,0.0010730409,0.00023135688,0.0051698308,0.016203415,0.0036739965,0.97044367,0.000044902234],"about_ca_topic_score_codex":0.0022543448,"about_ca_topic_score_gemma":0.0054520513,"teacher_disagreement_score":0.018148394,"about_ca_system_score_codex":0.0010104659,"about_ca_system_score_gemma":0.0009050231,"threshold_uncertainty_score":0.060712397},"labels":[],"label_agreement":null},{"id":"W2059060450","doi":"10.1504/pie.2009.031066","title":"Rock On!: bringing strategic sustainable development to music festivals","year":2009,"lang":"en","type":"article","venue":"Progress in Industrial Ecology An International Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Backcasting; Sustainability; Leverage (statistics); Sustainable development; Music festival; Political science; Sociology; Public relations; Business; Ecology; Visual arts; Art; Computer science","score_opus":0.04818726916856082,"score_gpt":0.31133031578428727,"score_spread":0.26314304661572646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059060450","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1351192,0.0055627236,0.11944165,0.18937586,0.0036883377,0.00074751157,0.00024096199,0.0019411806,0.5438826],"genre_scores_gemma":[0.8057883,0.0061769076,0.11279075,0.006915632,0.00055523607,0.0005136578,0.00029167059,0.00024557053,0.06672234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979547,0.0012431103,0.00004689646,0.000091081,0.0003221163,0.0003420601],"domain_scores_gemma":[0.99845934,0.00049292046,0.00009835299,0.000105735235,0.00018579353,0.00065788196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042787306,0.0004733981,0.00022751122,0.00090889574,0.0038861632,0.008664321,0.001191726,0.002248751,0.008423239],"category_scores_gemma":[0.0054054363,0.00022942139,0.00035324355,0.00094061624,0.004594169,0.0070831496,0.008503801,0.0020279537,0.0014825757],"study_design_candidate":"qualitative","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":[0.00010550598,0.0003529641,0.003269932,0.0008100286,0.000024379804,0.0007674527,0.018728094,0.0032288753,0.0017872948,0.45515433,0.08227884,0.43349236],"study_design_scores_gemma":[0.00006594589,0.00026783076,0.0033044738,0.0005007203,0.000025234778,0.00027706224,0.048237134,0.0030744663,0.002125624,0.24470332,0.69735706,0.000061187944],"about_ca_topic_score_codex":0.0044940664,"about_ca_topic_score_gemma":0.0097624045,"teacher_disagreement_score":0.008664321,"about_ca_system_score_codex":0.0024964856,"about_ca_system_score_gemma":0.007253961,"threshold_uncertainty_score":0.028178513},"labels":[],"label_agreement":null},{"id":"W2063591393","doi":"10.2139/ssrn.2499222","title":"Certification Matters: Is Green Talk Cheap Talk?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Certification; Business; Public relations; Political science; Law","score_opus":0.0074523836375016755,"score_gpt":0.22162405800389282,"score_spread":0.21417167436639115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063591393","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06677069,0.0040362575,0.0080865305,0.6024351,0.005624753,0.000062080064,0.0002434379,0.00026074878,0.31248033],"genre_scores_gemma":[0.88139343,0.0011494007,0.0007678479,0.07158225,0.0026997281,0.00005035177,0.00008861333,0.0002913385,0.041977145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9872168,0.0043863654,0.00031324767,0.001719945,0.0039259256,0.0024377161],"domain_scores_gemma":[0.9265299,0.05106474,0.005570081,0.0028602951,0.008355019,0.00561999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014875189,0.00035806693,0.00090400426,0.0015304696,0.006050736,0.014684676,0.0016855667,0.013834792,0.0705293],"category_scores_gemma":[0.100353085,0.00043821847,0.000657722,0.00132003,0.012052525,0.018318856,0.0046989075,0.010899217,0.00873993],"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":[0.0006936776,0.00039326018,0.013463191,0.00033133206,0.00011210598,0.0005456093,0.0067211934,0.0007483435,0.0009595606,0.63806546,0.21692231,0.12104405],"study_design_scores_gemma":[0.00020239395,0.00019909067,0.020908363,0.00092800043,0.00024359195,0.00034422858,0.020931585,0.0015352914,0.002093607,0.6478538,0.3045519,0.00020820955],"about_ca_topic_score_codex":0.013172892,"about_ca_topic_score_gemma":0.015421532,"teacher_disagreement_score":0.0705293,"about_ca_system_score_codex":0.004965766,"about_ca_system_score_gemma":0.007501299,"threshold_uncertainty_score":0.23594403},"labels":[],"label_agreement":null},{"id":"W2066102447","doi":"10.1007/s10551-010-0636-5","title":"Responsible Property Investing in Canada: Factoring Both Environmental and Social Impacts in the Canadian Real Estate Market","year":2010,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Real estate; Property management; Finance; Business; Investment (military); Real estate development; Corporate Real Estate; Portfolio; Affordable housing; Economics; Economic growth","score_opus":0.035307290691406645,"score_gpt":0.24106219234631054,"score_spread":0.2057549016549039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066102447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8321356,0.0030634634,0.0010321633,0.039768934,0.00012383302,0.00007218956,0.00032986034,0.000026851863,0.123447135],"genre_scores_gemma":[0.98374534,0.00075765455,0.00030709818,0.00072132336,0.0000077542345,0.0000067712117,0.000036171674,0.000009933379,0.014407975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975661,0.00024606427,0.000037458558,0.00014066164,0.000700276,0.0013093957],"domain_scores_gemma":[0.9960407,0.00074194185,0.00029893086,0.00010320691,0.0014209497,0.001394253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016627967,0.0002428475,0.00035960256,0.00093844417,0.013933039,0.0084386375,0.001392817,0.0026294084,0.0063994112],"category_scores_gemma":[0.0063049886,0.0002602909,0.00042358768,0.001964338,0.005057769,0.0021989828,0.0020985513,0.0025816862,0.00019427667],"study_design_candidate":"not_applicable","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":[0.00043889965,0.0004099591,0.1641669,0.00029615444,0.00010000462,0.0024796946,0.057337802,0.007694651,0.001775851,0.5346531,0.090717405,0.13992964],"study_design_scores_gemma":[0.00009408735,0.00011022293,0.41985318,0.0005046169,0.0001672743,0.00047679106,0.19625616,0.015339255,0.00186726,0.032524496,0.3324469,0.00035977122],"about_ca_topic_score_codex":0.9977354,"about_ca_topic_score_gemma":0.9991881,"teacher_disagreement_score":0.13602865,"about_ca_system_score_codex":0.13602865,"about_ca_system_score_gemma":0.2089392,"threshold_uncertainty_score":0.98696154},"labels":[],"label_agreement":null},{"id":"W2066510585","doi":"10.2495/sdp-v10-n2-165-176","title":"Sustainability of reinforced concrete frame structures – a case study","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reinforced concrete; Frame (networking); Sustainability; Structural system; Civil engineering; Rebar; Scope (computer science); Computer science; Structural engineering; Construction engineering; Engineering","score_opus":0.019783623085617506,"score_gpt":0.28607646611101617,"score_spread":0.2662928430253987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066510585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97580385,0.00045617623,0.0058461376,0.00025059385,0.000020467107,0.00012287292,0.00019539938,0.000039140523,0.017265238],"genre_scores_gemma":[0.9856316,0.0006298264,0.0071350676,0.000025484795,0.00001135385,0.00005386381,0.00012327103,0.00001823372,0.006371193],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.00037067806,0.000029220892,0.000085452615,0.0002464973,0.00014362988],"domain_scores_gemma":[0.99921906,0.00038962276,0.00009279123,0.000074256066,0.00012576595,0.000098459466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084529456,0.0005740662,0.00032708998,0.0010091426,0.001439533,0.0011809291,0.0012848765,0.0022465622,0.0023397182],"category_scores_gemma":[0.0010778239,0.00023924164,0.00063246075,0.0013567248,0.0011911172,0.00080878806,0.000920825,0.00065156934,0.00038151388],"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":[0.0011104317,0.0055829817,0.06939211,0.0022463857,0.00022923166,0.15655787,0.023846086,0.411831,0.0659148,0.06621199,0.010276074,0.18680102],"study_design_scores_gemma":[0.00035099938,0.007856242,0.13626744,0.0011592688,0.00039821,0.025751254,0.11190667,0.24611598,0.09620666,0.031065598,0.34255758,0.00036412844],"about_ca_topic_score_codex":0.0072932914,"about_ca_topic_score_gemma":0.01664582,"teacher_disagreement_score":0.0072932914,"about_ca_system_score_codex":0.0013369381,"about_ca_system_score_gemma":0.00063157536,"threshold_uncertainty_score":0.014501691},"labels":[],"label_agreement":null},{"id":"W2067694131","doi":"10.5539/jsd.v6n9p62","title":"The Impact of Affordable Sustainable Housing Neighborhoods on Housing Cost Efficiency","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affordable housing; Work (physics); Business; Quality (philosophy); Supply side; Environmental economics; Demand side; Salient; Sustainable development; Supply and demand; Public economics; Economics; Economic growth; Microeconomics; Computer science","score_opus":0.008834745627169861,"score_gpt":0.24604054811947787,"score_spread":0.23720580249230802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067694131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96653336,0.00016271089,0.0010854274,0.0008523709,0.000022675504,0.000042139545,0.00011553489,0.000011640467,0.031174049],"genre_scores_gemma":[0.9986682,0.000053142496,0.00042916206,0.000026221705,0.0000033891995,0.00001025117,0.000027447633,0.0000029977941,0.00077935273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806553,0.0008817683,0.000058482234,0.000088610665,0.0006304515,0.00027508574],"domain_scores_gemma":[0.99709547,0.00093173125,0.0003896185,0.00011968133,0.0011134568,0.00034994492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014829272,0.000167167,0.00016003747,0.00033639045,0.0006334492,0.0014556319,0.00031718687,0.0003032488,0.0052958955],"category_scores_gemma":[0.0047130114,0.000083744344,0.00021758092,0.00038274206,0.000588323,0.00088737736,0.0012941974,0.0003670536,0.00024160015],"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":[0.0007633235,0.0012587159,0.6883721,0.00078610756,0.00022914833,0.0017940977,0.021641351,0.009814517,0.008226458,0.03863081,0.010455129,0.2180283],"study_design_scores_gemma":[0.000016619215,0.0009171467,0.9068521,0.00018482495,0.000098725155,0.00021811812,0.04765199,0.007230585,0.0035384572,0.0054242085,0.027819099,0.0000480205],"about_ca_topic_score_codex":0.0045116814,"about_ca_topic_score_gemma":0.01573324,"teacher_disagreement_score":0.0052958955,"about_ca_system_score_codex":0.0015752271,"about_ca_system_score_gemma":0.0010443546,"threshold_uncertainty_score":0.017716587},"labels":[],"label_agreement":null},{"id":"W2067826379","doi":"10.1016/j.jclepro.2005.07.004","title":"Eco-efficiency and SMEs in Nova Scotia, Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":175,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Checklist; Eco-efficiency; Work (physics); Agency (philosophy); Business; Sustainability; Environmental economics; Engineering; Geography; Economics; Sociology; Archaeology","score_opus":0.006833520418135822,"score_gpt":0.21584412766617736,"score_spread":0.20901060724804155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067826379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987334,0.00092147314,0.00006764053,0.0017584426,0.000016023861,0.000032379277,0.0016618064,0.000010711394,0.008197487],"genre_scores_gemma":[0.9913441,0.00057090004,0.00007499702,0.00018621446,0.000004025839,0.000014044539,0.00045250566,0.0000047546037,0.0073484373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992448,0.00007173852,0.00003544419,0.000046125595,0.00014614742,0.0004556555],"domain_scores_gemma":[0.9965239,0.00039275218,0.00037648715,0.000046043842,0.0014300057,0.0012307568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055876106,0.0002120976,0.00040139304,0.0013678625,0.003476129,0.0019418242,0.00072793866,0.0005299551,0.0036250046],"category_scores_gemma":[0.0023332483,0.00020030125,0.00035425328,0.0029279874,0.00072596123,0.00049822376,0.0012924013,0.0007418618,0.0002592544],"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":[0.00081685255,0.00021676467,0.93422747,0.00028433895,0.00012722198,0.0035044453,0.011000857,0.0021294653,0.0008561125,0.005958463,0.012145287,0.028732654],"study_design_scores_gemma":[0.000028781233,0.000046494144,0.9736048,0.00017107022,0.00002524441,0.00018271424,0.017403593,0.0009708467,0.00013646323,0.00017996869,0.007222375,0.000027690152],"about_ca_topic_score_codex":0.99756265,"about_ca_topic_score_gemma":0.9993538,"teacher_disagreement_score":0.03747503,"about_ca_system_score_codex":0.03747503,"about_ca_system_score_gemma":0.04758814,"threshold_uncertainty_score":0.27190167},"labels":[],"label_agreement":null},{"id":"W2067989426","doi":"10.5539/jsd.v7n1p134","title":"Barriers to Sustainable Construction in the Ghanaian Construction Industry: Consultants Perspectives","year":2014,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":233,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Construction industry; Business; Sustainability; Government (linguistics); Questionnaire; Sustainable development; Rank (graph theory); Construction engineering; Engineering; Political science","score_opus":0.005854810027396016,"score_gpt":0.22149962119756444,"score_spread":0.21564481117016843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067989426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447765,0.0037537015,0.0011024585,0.027557174,0.000063700376,0.00006173722,0.00005073592,0.000011276869,0.022622708],"genre_scores_gemma":[0.9953484,0.0023540857,0.00034301283,0.00045047593,0.000013409996,0.000016166752,0.000013165318,0.0000036015497,0.0014576627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99672025,0.0016387196,0.00011663622,0.0001281674,0.0005770496,0.0008190457],"domain_scores_gemma":[0.98984224,0.005828528,0.001679404,0.00011773569,0.001298457,0.0012336659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039978507,0.00028438805,0.00028714468,0.0014142698,0.0033974017,0.0037324599,0.00066597963,0.0012744409,0.0049755797],"category_scores_gemma":[0.009256567,0.000361578,0.00014434752,0.0022052294,0.0033193629,0.002333961,0.0023458549,0.0013062871,0.00027133382],"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":[0.00016557101,0.00032374685,0.18139929,0.0015813638,0.000028780214,0.008278697,0.65329266,0.0011265536,0.00414443,0.05645823,0.008024883,0.085175894],"study_design_scores_gemma":[0.000012466692,0.000101698715,0.044448502,0.001098199,0.000016466709,0.001017401,0.8806145,0.00046602584,0.0006200636,0.0036575298,0.06792167,0.000025552685],"about_ca_topic_score_codex":0.025500312,"about_ca_topic_score_gemma":0.045360953,"teacher_disagreement_score":0.025500312,"about_ca_system_score_codex":0.005097436,"about_ca_system_score_gemma":0.007977584,"threshold_uncertainty_score":0.050703764},"labels":[],"label_agreement":null},{"id":"W2068615949","doi":"10.1081/ge-120027882","title":"Energy Considerations in Design for Environment: Appropriate Energy Selection and Energy Efficiency","year":2004,"lang":"en","type":"article","venue":"International Journal of Green Energy","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Efficient energy use; Energy engineering; Work (physics); Energy (signal processing); Energy accounting; Environmental economics; Energy conservation; Energy consumption; Energy transformation; Selection (genetic algorithm); Engineering; Systems engineering; Computer science; Mechanical engineering; Economics","score_opus":0.010940632137287624,"score_gpt":0.220561220502607,"score_spread":0.20962058836531938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068615949","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08222124,0.01207051,0.51407266,0.02064485,0.0005450001,0.00028393263,0.00008760645,0.00019191095,0.36988226],"genre_scores_gemma":[0.8896091,0.0043948004,0.07464214,0.0009272873,0.00016876258,0.00022582905,0.000040133164,0.000119518096,0.029872544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954184,0.0025575343,0.00015794967,0.00015177795,0.0014100246,0.00030423363],"domain_scores_gemma":[0.99765104,0.0013824808,0.00015734532,0.00019731627,0.00052196154,0.00008989932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036387397,0.0006094318,0.00041648673,0.0008353505,0.0009628004,0.0031685068,0.00062247727,0.0012978048,0.004746835],"category_scores_gemma":[0.005260366,0.0003151216,0.00025548023,0.0007584716,0.0025234062,0.0024095431,0.0016712293,0.0008461552,0.00050050206],"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":[0.000076610326,0.000086512846,0.0015211407,0.00041812923,0.000020658834,0.00026188677,0.0007148645,0.022421287,0.003939357,0.8707705,0.003536227,0.0962328],"study_design_scores_gemma":[0.00004075314,0.00026117868,0.0022009283,0.0005157149,0.000047868107,0.00047828286,0.0018633264,0.021326521,0.009211942,0.76170176,0.20230487,0.000046831934],"about_ca_topic_score_codex":0.0010230732,"about_ca_topic_score_gemma":0.0016931833,"teacher_disagreement_score":0.004746835,"about_ca_system_score_codex":0.0014883421,"about_ca_system_score_gemma":0.0015675671,"threshold_uncertainty_score":0.019243777},"labels":[],"label_agreement":null},{"id":"W2071625788","doi":"10.1108/lhtn-07-2014-0059","title":"Environmental sustainability and libraries: facilitating user awareness","year":2014,"lang":"en","type":"article","venue":"Library Hi Tech News","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Victoria University; University of Alberta; University of Victoria","keywords":"Certification; Sustainability; Leverage (statistics); Originality; Business; Variety (cybernetics); Knowledge management; World Wide Web; Computer science; Political science; Creativity","score_opus":0.0058266065228893505,"score_gpt":0.20224274195409883,"score_spread":0.19641613543120948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071625788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6370288,0.0029331392,0.008854294,0.039180327,0.00032067715,0.00031583046,0.00017728601,0.0014570333,0.30973256],"genre_scores_gemma":[0.9833487,0.0010265644,0.0026482146,0.0029215508,0.00007117733,0.00006124867,0.00006628392,0.00005398366,0.0098022595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98937374,0.005910795,0.00026563252,0.00032725625,0.0023485792,0.0017740319],"domain_scores_gemma":[0.9733568,0.012369348,0.0023456016,0.001335054,0.005137711,0.0054555126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009080166,0.00036823316,0.00027494575,0.0022043334,0.009005526,0.010726208,0.0013312383,0.0013608873,0.013602692],"category_scores_gemma":[0.020550553,0.0003162086,0.0004365524,0.0021331355,0.0047845975,0.0071923574,0.009626448,0.0017372469,0.0013715815],"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":[0.0003841089,0.0009832794,0.12276273,0.001300093,0.000077409684,0.0018851769,0.334973,0.00032685688,0.0037872677,0.015391515,0.0483086,0.4698199],"study_design_scores_gemma":[0.0000655006,0.00047601946,0.08089418,0.0010615371,0.00015269894,0.0009963732,0.383079,0.00069379783,0.004538276,0.007047569,0.5207906,0.00020444446],"about_ca_topic_score_codex":0.1386955,"about_ca_topic_score_gemma":0.21589147,"teacher_disagreement_score":0.1386955,"about_ca_system_score_codex":0.011677931,"about_ca_system_score_gemma":0.029847123,"threshold_uncertainty_score":0.2757764},"labels":[],"label_agreement":null},{"id":"W2085605077","doi":"10.1016/j.ecolind.2009.07.013","title":"Measuring the sustainability of cities: An analysis of the use of local indicators","year":2009,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":627,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Ambiguity; Selection (genetic algorithm); Sustainability; Sustainable development; Computer science; Environmental resource management; Environmental planning; Geography; Political science; Economics; Ecology; Artificial intelligence","score_opus":0.02555664044945688,"score_gpt":0.2515764819924344,"score_spread":0.2260198415429775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085605077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738999,0.0010311245,0.015366488,0.00027660467,0.0000095736395,0.000061039194,0.0008784256,0.00008471932,0.008392199],"genre_scores_gemma":[0.99400276,0.00040594133,0.0048079733,0.000012522369,0.000005635985,0.000032749416,0.00044096293,0.00001614745,0.00027523033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941141,0.0032560711,0.0002959092,0.00037550594,0.0017016727,0.00025683013],"domain_scores_gemma":[0.9821484,0.009698101,0.003081849,0.0014860264,0.0032162964,0.0003693772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069132634,0.00061208976,0.00063082064,0.006112028,0.0006663974,0.0028448666,0.0006916948,0.00038815453,0.00070823607],"category_scores_gemma":[0.020405933,0.00021386819,0.00076830026,0.016825411,0.0012891005,0.0017471121,0.0018002051,0.000716571,0.00015616704],"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":[0.00032512797,0.00019778773,0.84454894,0.00038985081,0.0006489763,0.00010232069,0.002635421,0.020812735,0.0020479462,0.011669125,0.0008248975,0.11579686],"study_design_scores_gemma":[0.000026667523,0.0007519213,0.91449463,0.00018578135,0.0008473875,0.00020073236,0.009758265,0.049934205,0.0058445265,0.008587121,0.009273838,0.00009493644],"about_ca_topic_score_codex":0.009308061,"about_ca_topic_score_gemma":0.014265596,"teacher_disagreement_score":0.009308061,"about_ca_system_score_codex":0.0021643662,"about_ca_system_score_gemma":0.0014753226,"threshold_uncertainty_score":0.03656125},"labels":[],"label_agreement":null},{"id":"W2087260166","doi":"10.1061/(asce)up.1943-5444.0000191","title":"Prototype Decision-Support System for Designing and Costing Municipal Green Infrastructure","year":2014,"lang":"en","type":"article","venue":"Journal of Urban Planning and Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reuse; Usability; Activity-based costing; Valuation (finance); Suite; Decision support system; Land use; Subsidy; Environmental economics; Computer science; Transport engineering; Business; Environmental planning; Engineering; Civil engineering; Geography; Finance","score_opus":0.013978575720364358,"score_gpt":0.24313943444488564,"score_spread":0.2291608587245213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087260166","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072074525,0.00014729111,0.76642734,0.0005019023,0.000115868956,0.0020209593,0.0063737896,0.13285322,0.019485077],"genre_scores_gemma":[0.21945554,0.00020255744,0.7619195,0.00017982927,0.000028970539,0.0019978571,0.0039443527,0.0012228062,0.011048525],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942267,0.00012004638,0.000069657915,0.00012821118,0.00021225253,0.000047047568],"domain_scores_gemma":[0.9978671,0.0012909755,0.00013692121,0.00020033395,0.0003794835,0.00012517748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015488989,0.0014831023,0.00082576764,0.0014926497,0.00064189616,0.001941353,0.0024114787,0.0010581571,0.026324965],"category_scores_gemma":[0.0038739482,0.00072088133,0.0006311908,0.0011612108,0.00029529422,0.001580365,0.00096580276,0.000817167,0.0034867283],"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":[0.0022600133,0.0018747277,0.00843179,0.0014111458,0.0002273702,0.002140255,0.0012105145,0.24686866,0.04137734,0.017604727,0.07214134,0.6044521],"study_design_scores_gemma":[0.0006094498,0.0004309807,0.0015698173,0.0001289769,0.000078649005,0.00028376773,0.00032359178,0.9421587,0.015575875,0.005281816,0.03345043,0.00010796257],"about_ca_topic_score_codex":0.007840618,"about_ca_topic_score_gemma":0.007671386,"teacher_disagreement_score":0.026324965,"about_ca_system_score_codex":0.0011183934,"about_ca_system_score_gemma":0.0015961712,"threshold_uncertainty_score":0.08806574},"labels":[],"label_agreement":null},{"id":"W2088265727","doi":"10.1080/00038628.2003.9697005","title":"Life-Cycle Analysis of Improvements to an Existing Energy-Efficient House in Montreal","year":2003,"lang":"en","type":"article","venue":"Architectural Science Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Embodied energy; Energy consumption; Energy (signal processing); Life-cycle cost analysis; Energy analysis; Life-cycle assessment; Efficient energy use; Parametric statistics; Engineering; Environmental economics; Architectural engineering; Reliability engineering; Computer science; Production (economics); Economics; Mathematics; Electrical engineering; Microeconomics; Statistics","score_opus":0.016690488487356776,"score_gpt":0.2875722151577778,"score_spread":0.27088172667042104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088265727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756325,0.00020350121,0.006079997,0.000031265536,0.000005279784,0.00010447091,0.0004713948,0.00006404061,0.0054767644],"genre_scores_gemma":[0.992975,0.00013924365,0.0039199577,0.000004800877,9.84849e-7,0.000030606654,0.00037122332,0.000011070943,0.0025471419],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995055,0.00008143018,0.000012155478,0.00005366103,0.00026455743,0.00008266166],"domain_scores_gemma":[0.99975926,0.00005040623,0.000027268286,0.00002208723,0.00012546079,0.000015412108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083795947,0.00060890004,0.0003681798,0.00083405885,0.00043448593,0.0007705494,0.0008511709,0.00028323074,0.0019712567],"category_scores_gemma":[0.0009193895,0.00022838602,0.0005039959,0.00086809724,0.00032918126,0.00037472864,0.00029454514,0.00022300138,0.00020092579],"study_design_candidate":"observational","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":[0.00047064575,0.00021079597,0.018250464,0.00016645146,0.00011120144,0.00028096093,0.00012296745,0.89093196,0.036016762,0.0021508592,0.0006293436,0.050657567],"study_design_scores_gemma":[0.00015735472,0.0030210565,0.14389712,0.000032522126,0.00046148407,0.00015004084,0.0004929722,0.7718399,0.06777653,0.00077806227,0.011267547,0.00012536849],"about_ca_topic_score_codex":0.25656003,"about_ca_topic_score_gemma":0.47781956,"teacher_disagreement_score":0.74344,"about_ca_system_score_codex":0.008742722,"about_ca_system_score_gemma":0.0020188957,"threshold_uncertainty_score":0.5101334},"labels":[],"label_agreement":null},{"id":"W2091269722","doi":"10.2495/sdp-v9-n2-237-250","title":"Energy efficiency for sustainable reuse of public heritage buildings: the case for research","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Anglia Ruskin University","keywords":"Effi; Reuse; Efficient energy use; Greenhouse gas; Architectural engineering; Environmental economics; Energy consumption; Adaptive reuse; Sustainability; Sustainable development; Cultural heritage; Business; Engineering; Environmental resource management; Environmental planning; Civil engineering; Environmental science; Computer science; Economics; Geography; Waste management; Political science","score_opus":0.03819869131765106,"score_gpt":0.31235961310469956,"score_spread":0.2741609217870485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091269722","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05136723,0.41929716,0.017165255,0.25829285,0.0019207699,0.00011202303,0.00007956208,0.00007844745,0.25168678],"genre_scores_gemma":[0.7465924,0.20853719,0.010222532,0.009132277,0.0013419957,0.00011514609,0.000048614314,0.000062819505,0.02394705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949228,0.0022902125,0.00014309162,0.00045732604,0.001262935,0.0009236905],"domain_scores_gemma":[0.9916943,0.0047503677,0.0006363494,0.00079656934,0.0016704383,0.00045203418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074746497,0.00056262995,0.0010431366,0.0011522642,0.0015890555,0.0072606322,0.0018914785,0.008338065,0.005260503],"category_scores_gemma":[0.006210111,0.0002872624,0.0010217947,0.0024010753,0.008130294,0.01062236,0.0033708261,0.0047805845,0.0010380568],"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":[0.00011112093,0.00040135905,0.0008054554,0.002057652,0.0000378787,0.00087718904,0.0014646619,0.004069935,0.002017631,0.8520329,0.01699273,0.11913151],"study_design_scores_gemma":[0.000024819812,0.00026136264,0.0019164612,0.0035775213,0.000048195747,0.0006797449,0.014245174,0.005633789,0.0027291372,0.52358526,0.44721588,0.00008265116],"about_ca_topic_score_codex":0.0038816582,"about_ca_topic_score_gemma":0.003277849,"teacher_disagreement_score":0.008338065,"about_ca_system_score_codex":0.0046572536,"about_ca_system_score_gemma":0.0075269383,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2092175359","doi":"10.1121/1.4805123","title":"Achieving the acoustical credit within the Leadership in Energy and Environmental Design (LEED®) for healthcare green building rating system and changes within the forthcoming 2014 Guidelines","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Environmental design; Presentation (obstetrics); Health care; Accounting; Quality (philosophy); Rating system; Architectural engineering; Business; Medical physics; Computer science; Medicine; Engineering; Political science; Environmental economics; Civil engineering; Physics; Economics; Radiology","score_opus":0.044995599921966126,"score_gpt":0.256578193689427,"score_spread":0.2115825937674609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092175359","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065244697,0.001865148,0.018560857,0.07815697,0.024269305,0.0020819735,0.0040227114,0.0029853028,0.8615332],"genre_scores_gemma":[0.021565013,0.0010218094,0.020208998,0.010120009,0.0015623793,0.0008107156,0.002620281,0.0011467314,0.94094414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97977257,0.0027756323,0.0013892179,0.0007249535,0.013488255,0.0018493066],"domain_scores_gemma":[0.96306586,0.0026292945,0.0015982343,0.0021186993,0.026266756,0.0043211216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014216991,0.0006515622,0.0006311863,0.0014513943,0.0025141167,0.008437102,0.001760458,0.0046419473,0.16394807],"category_scores_gemma":[0.04032191,0.00060350227,0.00086812454,0.0011974867,0.0013841933,0.0033858102,0.0042652544,0.0042604087,0.11769005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028259983,0.000049222686,0.00064503524,0.00007431128,0.0000019530207,0.000038594233,0.00014408736,0.00009023837,0.0005048128,0.004335996,0.953752,0.040335614],"study_design_scores_gemma":[0.0000176974,0.00006865679,0.0030671547,0.0001174077,0.0000034122893,0.000110191715,0.00031783205,0.00020079664,0.0005550876,0.0009522548,0.99455994,0.00002949655],"about_ca_topic_score_codex":0.02122257,"about_ca_topic_score_gemma":0.040674895,"teacher_disagreement_score":0.16394807,"about_ca_system_score_codex":0.0047314693,"about_ca_system_score_gemma":0.01517316,"threshold_uncertainty_score":0.54846096},"labels":[],"label_agreement":null},{"id":"W2093288236","doi":"10.1057/palgrave.udi.9000070","title":"Fallacious argumentation in design review","year":2002,"lang":"en","type":"article","venue":"URBAN DESIGN International","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Argumentation theory; Set (abstract data type); Quality (philosophy); Urban design; Process (computing); Epistemology; Engineering ethics; Management science; Sociology; Engineering; Computer science; Civil engineering; Urban planning","score_opus":0.032328170979740896,"score_gpt":0.24694091451806968,"score_spread":0.2146127435383288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093288236","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073816925,0.2923691,0.052283783,0.5643437,0.021229431,0.00032934968,0.00018563822,0.000114044684,0.06176335],"genre_scores_gemma":[0.6007459,0.13875087,0.059432022,0.15501964,0.022579687,0.002826806,0.00033673082,0.00028036788,0.020028023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.611548,0.33108565,0.016472017,0.0061053103,0.031864543,0.0029244502],"domain_scores_gemma":[0.2856132,0.6603548,0.009811422,0.013582155,0.028209995,0.0024284068],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.19883983,0.0010513575,0.0027588462,0.011855847,0.0059909206,0.016214613,0.003367403,0.021515053,0.0043170652],"category_scores_gemma":[0.4608866,0.0014161047,0.001233694,0.0069204695,0.023635052,0.022023061,0.008450632,0.012128479,0.000968846],"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":[0.00016049594,0.000047281716,0.00061288266,0.0062707826,0.00029468897,0.0004995605,0.01507956,0.0008904838,0.00021883892,0.76938254,0.11750661,0.089036174],"study_design_scores_gemma":[0.00010891795,0.000042275857,0.00039966262,0.009569637,0.00014265449,0.00026998526,0.0038829448,0.0011169303,0.00030381916,0.60862267,0.37548485,0.000055595054],"about_ca_topic_score_codex":0.002167591,"about_ca_topic_score_gemma":0.0031756822,"teacher_disagreement_score":0.19883983,"about_ca_system_score_codex":0.009881106,"about_ca_system_score_gemma":0.01315509,"threshold_uncertainty_score":0.9879731},"labels":[],"label_agreement":null},{"id":"W2093912454","doi":"10.1139/x10-209","title":"Oregon design professionals views on structural building products in green buildings: implications for wood","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Green building; Scope (computer science); Architectural engineering; Certification; Selection (genetic algorithm); Building material; Engineering; Business; Environmental resource management; Civil engineering; Environmental science; Computer science","score_opus":0.1563530522258885,"score_gpt":0.37056911070041215,"score_spread":0.21421605847452366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093912454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95980597,0.00046020612,0.00043746692,0.0053059068,0.00002402805,0.000012737115,0.00003479536,0.0000069291386,0.033911932],"genre_scores_gemma":[0.9885053,0.0011314633,0.00046313647,0.0006318555,0.000012135112,0.000015427719,0.00003447681,0.000007816881,0.009198384],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99811566,0.0008560925,0.00009030724,0.00009978947,0.00050468167,0.00033342332],"domain_scores_gemma":[0.9963019,0.0022297604,0.0004290581,0.00008486022,0.00046849655,0.0004858424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028686682,0.00022908695,0.00017002683,0.0009251328,0.005162919,0.0048352047,0.0003816454,0.0011610084,0.0070725833],"category_scores_gemma":[0.0047213375,0.0002803296,0.00019895782,0.0010474824,0.0035403094,0.0030501555,0.0022406422,0.0010651584,0.00035621237],"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":[0.00010271804,0.00023074937,0.076068394,0.0002840112,0.000009270279,0.0016178351,0.8613492,0.00020675069,0.0050065694,0.008564075,0.004984303,0.041576046],"study_design_scores_gemma":[0.0000054677193,0.00005744525,0.028560191,0.00022364104,0.000010344845,0.00029894727,0.9349717,0.00013562095,0.0007168969,0.00073191506,0.03427009,0.000017784578],"about_ca_topic_score_codex":0.052260127,"about_ca_topic_score_gemma":0.10229525,"teacher_disagreement_score":0.052260127,"about_ca_system_score_codex":0.004540815,"about_ca_system_score_gemma":0.0038065296,"threshold_uncertainty_score":0.10391188},"labels":[],"label_agreement":null},{"id":"W2094651977","doi":"10.3846/1648715x.2011.645559","title":"WHAT AFFECTS IMPLEMENTATION OF GREEN BUILDINGS? AN EMPIRICAL STUDY IN HONG KONG","year":2012,"lang":"en","type":"article","venue":"International Journal of Strategic Property Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Green building; Business; Architectural engineering; Environmentally friendly; Environmental economics; Environmental planning; Environmental resource management; Engineering; Environmental science; Economics","score_opus":0.05386321498628043,"score_gpt":0.35362260641292315,"score_spread":0.2997593914266427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094651977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99927014,0.00003753085,0.000025579246,0.00005228313,0.0000017371407,0.000016222342,0.000030872856,6.8251137e-7,0.0005649355],"genre_scores_gemma":[0.9985802,0.00018750929,0.00009280082,0.000060432794,0.000002291869,0.00002551526,0.000051522344,0.0000017354298,0.0009980235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987093,0.00048321046,0.00012407724,0.00011057897,0.00018269943,0.00039011744],"domain_scores_gemma":[0.9920759,0.003019166,0.0016677459,0.0003406243,0.0013899553,0.0015066153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028159705,0.0002836715,0.000382402,0.0007475149,0.0024231593,0.0022506574,0.00060322054,0.00043829076,0.0025447395],"category_scores_gemma":[0.0051475437,0.00047378114,0.0003480069,0.0019258453,0.0012721852,0.0014040212,0.0010850432,0.0009902031,0.00040939063],"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":[0.00013050571,0.0009222098,0.88484246,0.00017094373,0.0000388009,0.001125571,0.10041491,0.00021755735,0.0004382934,0.0005027757,0.00057462975,0.010621329],"study_design_scores_gemma":[0.000009346575,0.00036165598,0.72257715,0.00008602528,0.000030239842,0.000109228095,0.27343902,0.00045440212,0.0002950478,0.00004041798,0.0025701171,0.000027341996],"about_ca_topic_score_codex":0.24640316,"about_ca_topic_score_gemma":0.32930467,"teacher_disagreement_score":0.24640316,"about_ca_system_score_codex":0.005530471,"about_ca_system_score_gemma":0.006873767,"threshold_uncertainty_score":0.48993784},"labels":[],"label_agreement":null},{"id":"W2095319092","doi":"10.1680/ensu.2008.161.1.55","title":"A comparative analysis of two building rating systems Part 1: Evaluation","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Green building; Architectural engineering; Rating system; Process (computing); Environmental design; Energy consumption; Environmental economics; Environmental impact assessment; Consumption (sociology); Production (economics); Civil engineering; Environmental resource management; Engineering; Computer science; Environmental planning; Environmental science; Economics","score_opus":0.018457960150772876,"score_gpt":0.26595438893611945,"score_spread":0.24749642878534656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095319092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7664541,0.0074851774,0.109739095,0.0009516154,0.0003587667,0.003296011,0.0024272138,0.0007635806,0.10852442],"genre_scores_gemma":[0.9597145,0.00093476364,0.032960556,0.000075621,0.000054557906,0.00075115205,0.0014835024,0.00011024795,0.0039150966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.91240233,0.054873355,0.0042155124,0.0015129696,0.025728462,0.0012673413],"domain_scores_gemma":[0.8169581,0.1264686,0.005930261,0.006697912,0.042532757,0.0014122238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.056824923,0.0008267754,0.0015128916,0.0064669843,0.0006746301,0.0035998023,0.0010031195,0.0009200086,0.0047654654],"category_scores_gemma":[0.10868954,0.00036613693,0.0014529645,0.0075910483,0.0011152453,0.0034000734,0.0015247652,0.0008052299,0.0009630742],"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":[0.009365001,0.001182047,0.12879889,0.0039994083,0.001392149,0.0001438831,0.0033866263,0.045820903,0.0062720333,0.018346889,0.01007855,0.77121365],"study_design_scores_gemma":[0.0008308152,0.023101708,0.67856425,0.0018633537,0.0024794524,0.0005820471,0.00791647,0.19838212,0.023484558,0.013538771,0.04853596,0.000720441],"about_ca_topic_score_codex":0.0031618525,"about_ca_topic_score_gemma":0.0038051214,"teacher_disagreement_score":0.056824923,"about_ca_system_score_codex":0.004024842,"about_ca_system_score_gemma":0.0014696381,"threshold_uncertainty_score":0.3005225},"labels":[],"label_agreement":null},{"id":"W2098365244","doi":"10.1109/eicccc.2006.277206","title":"Material and Operational Environmental Impacts of Building Insulation: How Much is Enough?","year":2006,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"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":"Life-cycle assessment; Roof; Embodied energy; Attic; Building envelope; Environmental impact assessment; Resource (disambiguation); Environmental science; Engineering; Architectural engineering; Civil engineering; Computer science; Production (economics)","score_opus":0.004417048791164881,"score_gpt":0.19468687910523982,"score_spread":0.19026983031407493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098365244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7862804,0.09640454,0.019191626,0.04587318,0.00082333793,0.00006707732,0.0010438991,0.00019160357,0.050124325],"genre_scores_gemma":[0.9673624,0.024278982,0.0039883894,0.0017263773,0.00028413598,0.000012095677,0.0002540138,0.00006567296,0.002027852],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880147,0.0003709178,0.000046643177,0.00008871991,0.00055564445,0.0001365727],"domain_scores_gemma":[0.99664414,0.001775239,0.00043427994,0.00028562266,0.00067583966,0.00018500848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022759766,0.00063426024,0.00075522566,0.00053400017,0.0004326414,0.002608996,0.0008618938,0.0012443815,0.0020289537],"category_scores_gemma":[0.005631143,0.00024521886,0.0006145941,0.00060361816,0.0019392468,0.004394737,0.0009972027,0.0010646989,0.0003844716],"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":[0.0010644612,0.00070401764,0.12812427,0.0037718636,0.0010019764,0.000770342,0.0015728784,0.106816605,0.036079716,0.025420565,0.009870891,0.6848024],"study_design_scores_gemma":[0.0001305552,0.0040675974,0.43607876,0.00559217,0.002989734,0.0022527808,0.021172678,0.058365274,0.06296327,0.17684686,0.22892764,0.00061268214],"about_ca_topic_score_codex":0.010341106,"about_ca_topic_score_gemma":0.02617309,"teacher_disagreement_score":0.010341106,"about_ca_system_score_codex":0.0015232669,"about_ca_system_score_gemma":0.0014367001,"threshold_uncertainty_score":0.020561814},"labels":[],"label_agreement":null},{"id":"W2111136056","doi":"10.5539/ass.v10n19p206","title":"Evaluating Environmental Sustainability in Iranian Primary Schools through Design Principle Approach","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Management science; Space (punctuation); Engineering ethics; Design elements and principles; Research design; Sustainable development; Qualitative research; Environmental design; Point (geometry); Computer science; Sociology; Political science; Engineering; Systems engineering; Civil engineering; Social science","score_opus":0.02592066474773452,"score_gpt":0.30673570315445664,"score_spread":0.2808150384067221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111136056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7172593,0.0018608466,0.21952458,0.0011824375,0.000056419893,0.0044366913,0.00032006475,0.00021749536,0.055142123],"genre_scores_gemma":[0.7483017,0.0006908732,0.24778159,0.00007152188,0.0000065786294,0.0013035,0.000136239,0.000017746044,0.0016902755],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9862919,0.0089234235,0.0006860711,0.0004370933,0.0032384135,0.0004231525],"domain_scores_gemma":[0.99269074,0.0041177697,0.000650394,0.00034557405,0.0020317344,0.0001637916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014345759,0.0007212589,0.0006403713,0.0034143035,0.0011274746,0.0040929923,0.0011187157,0.00080100744,0.002121831],"category_scores_gemma":[0.009813574,0.00048711916,0.0010222606,0.002085757,0.0018485361,0.0016201554,0.0016864665,0.0006101813,0.00017797425],"study_design_candidate":"qualitative","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":[0.00086627057,0.0023044657,0.08478226,0.0081063835,0.00063596823,0.00080974784,0.037739523,0.12863417,0.022106685,0.11735236,0.004390148,0.59227204],"study_design_scores_gemma":[0.0013249912,0.012213552,0.15751588,0.004257393,0.0022493703,0.0015042801,0.16753012,0.2571883,0.072286755,0.17262451,0.1508206,0.00048422272],"about_ca_topic_score_codex":0.0031353992,"about_ca_topic_score_gemma":0.007004247,"teacher_disagreement_score":0.014345759,"about_ca_system_score_codex":0.004302647,"about_ca_system_score_gemma":0.006299742,"threshold_uncertainty_score":0.07586855},"labels":[],"label_agreement":null},{"id":"W2113778279","doi":"10.5539/ass.v11n12p25","title":"Determining the Level of Environmental Sustainability Practices at Campus Dormitories Using Green Indicators","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Order (exchange); Environmental economics; Business; Performance indicator; Environmental resource management; Environmental planning; Environmental science; Marketing; Economics","score_opus":0.04552212282505806,"score_gpt":0.31477522170763567,"score_spread":0.2692530988825776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113778279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993808,0.00006585805,0.0012425281,0.000053161173,0.000008310487,0.000043746997,0.00012494014,0.00001799,0.004635388],"genre_scores_gemma":[0.99494725,0.00014052201,0.0027197658,0.000012655413,0.0000053525205,0.00003652419,0.00022951458,0.0000036170125,0.0019048598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987747,0.00023638929,0.00015198051,0.00009597411,0.0005382133,0.0002028792],"domain_scores_gemma":[0.9968395,0.00047961358,0.0010669815,0.00014569958,0.0009294821,0.0005385944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569058,0.00030012237,0.00020887592,0.0016025016,0.00047715587,0.0012946881,0.00026464174,0.00022616617,0.0022759757],"category_scores_gemma":[0.003167564,0.00010176278,0.00030357364,0.0013201482,0.0003228108,0.0006711668,0.000960164,0.00033904958,0.000496647],"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":[0.00017174253,0.0004569291,0.9050663,0.0001914403,0.000045945802,0.00013400089,0.0035818203,0.0010929354,0.008194933,0.00059856,0.0007777223,0.07968775],"study_design_scores_gemma":[0.0000029687883,0.0006458272,0.975706,0.000075232005,0.000025627836,0.00006038694,0.01113584,0.0015616907,0.0072064414,0.0002373672,0.0033109915,0.000031711046],"about_ca_topic_score_codex":0.0021845035,"about_ca_topic_score_gemma":0.006001448,"teacher_disagreement_score":0.0022759757,"about_ca_system_score_codex":0.0005601539,"about_ca_system_score_gemma":0.00070271804,"threshold_uncertainty_score":0.008298099},"labels":[],"label_agreement":null},{"id":"W2114391196","doi":"","title":"The challenge of engaging ethno-cultural and immigrant residents in the development of urban sustainability policies - the cases of Brampton, Ontario and Surrey, BC","year":2010,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Sustainable Building Design and Assessment","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":"Immigration; Sustainability; Political science; Environmental planning; Geography; Economic growth; Archaeology; Ecology","score_opus":0.014413958857873515,"score_gpt":0.2414052878817561,"score_spread":0.22699132902388258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114391196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91505396,0.0014424904,0.00056022947,0.010868695,0.000050927792,0.00014612565,0.000051754756,0.000009496519,0.071816385],"genre_scores_gemma":[0.9885091,0.0010857563,0.00063392,0.0010473545,0.000007289235,0.000088869005,0.00001760097,0.000011253712,0.008598871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99301344,0.004246036,0.0001370545,0.0002731973,0.00076194387,0.0015682874],"domain_scores_gemma":[0.99477816,0.0026009872,0.0002945727,0.00028513547,0.0008978576,0.0011432972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00642672,0.0004675243,0.00045943944,0.00086545065,0.044171084,0.008048165,0.0026387437,0.0021818671,0.0029144208],"category_scores_gemma":[0.0070408327,0.00047280057,0.0002301211,0.002519378,0.019694386,0.0023942215,0.006659453,0.0025258223,0.0002174196],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024202347,0.000025096477,0.0061173784,0.00008889026,0.0000067384626,0.002455547,0.97172654,0.00012410281,0.00042889995,0.009323948,0.0017648091,0.00791386],"study_design_scores_gemma":[0.0000024115936,0.000007626247,0.002493239,0.000066284374,0.0000039756897,0.0001510571,0.983061,0.000033999895,0.000096607786,0.00033959633,0.0137376,0.0000065777235],"about_ca_topic_score_codex":0.95044893,"about_ca_topic_score_gemma":0.986326,"teacher_disagreement_score":0.94096965,"about_ca_system_score_codex":0.05903038,"about_ca_system_score_gemma":0.06909705,"threshold_uncertainty_score":0.4282974},"labels":[],"label_agreement":null},{"id":"W2117120423","doi":"10.3141/1974-04","title":"Determining Return on Long-Life Pavement Investments","year":2006,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Waterloo","funders":"World Bank Group","keywords":"Life-cycle cost analysis; Investment (military); Context (archaeology); Return on investment; Sustainability; Rate of return; Life-cycle assessment; Internal rate of return; Term (time); Environmental economics; Cost–benefit analysis; Resource (disambiguation); Operations management; Engineering; Business; Risk analysis (engineering); Economics; Computer science; Production (economics); Finance","score_opus":0.06676603522889732,"score_gpt":0.3525853391696964,"score_spread":0.28581930394079913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117120423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8472347,0.0026311262,0.10020884,0.00048382836,0.00009496299,0.00035499682,0.0027507935,0.00030786704,0.045932923],"genre_scores_gemma":[0.97888345,0.0009182616,0.0149062015,0.00003734249,0.00001435742,0.00011986415,0.0009310598,0.00008065169,0.0041089454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9974481,0.0006031263,0.00010724245,0.0002282506,0.0011958199,0.00041744564],"domain_scores_gemma":[0.9883272,0.006945534,0.0013367239,0.0006455564,0.0023741326,0.00037080012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005710316,0.00087286596,0.0005775636,0.0029432017,0.00028402088,0.002186111,0.0012459755,0.00096987665,0.003670768],"category_scores_gemma":[0.02383577,0.00046219496,0.00077781983,0.0016491832,0.0005408927,0.0030540207,0.0006599957,0.0010501717,0.00089822087],"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":[0.0005098948,0.0001681364,0.05712787,0.00028415056,0.00018536464,0.00070833374,0.00017255836,0.78091586,0.0049114916,0.045907747,0.0024512615,0.1066574],"study_design_scores_gemma":[0.000043389256,0.0010342074,0.07647199,0.0003096329,0.00021504376,0.0006115269,0.0009771226,0.8417832,0.019456571,0.03973976,0.019173233,0.00018428643],"about_ca_topic_score_codex":0.0034675503,"about_ca_topic_score_gemma":0.003766777,"teacher_disagreement_score":0.005710316,"about_ca_system_score_codex":0.0031259998,"about_ca_system_score_gemma":0.0011705344,"threshold_uncertainty_score":0.030199409},"labels":[],"label_agreement":null},{"id":"W2123208287","doi":"10.1061/(asce)1052-3928(2005)131:3(208)","title":"ISO 14000 Environmental Management Standards: Their Relation to Sustainability","year":2005,"lang":"en","type":"article","venue":"Journal of Professional Issues in Engineering Education and Practice","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":35,"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":"ISO 14000; Sustainability; Context (archaeology); Environmental management system; Relation (database); Engineering; Corporation; Environmental resource management; Business; Computer science; Environmental science; Geography; Ecology","score_opus":0.006171087124377233,"score_gpt":0.3182447912134374,"score_spread":0.31207370408906016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123208287","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36989042,0.012130125,0.08015565,0.027561126,0.00063649967,0.00025246502,0.00033081684,0.00014479924,0.5088981],"genre_scores_gemma":[0.9738371,0.0035174724,0.016524673,0.0005584781,0.00014756953,0.00008405285,0.00013901202,0.00002749134,0.0051641157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9898746,0.0033454206,0.000587907,0.0004301385,0.005265485,0.0004964987],"domain_scores_gemma":[0.96573645,0.014617848,0.0055167917,0.0010724213,0.012539801,0.00051662006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075040865,0.0002840033,0.00019568496,0.0036598654,0.0011595644,0.0046295947,0.00059063383,0.001058569,0.0021740028],"category_scores_gemma":[0.03877572,0.00019815113,0.00019239364,0.008286319,0.00485943,0.0040948973,0.0022216071,0.0016105521,0.00023007415],"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":[0.0000481112,0.00008798766,0.049588617,0.0002761689,0.000017889693,0.00014423156,0.0043198043,0.0035198252,0.00090824976,0.84145194,0.0029407293,0.0966965],"study_design_scores_gemma":[0.000015778207,0.00019604982,0.16599506,0.0009954143,0.000047441303,0.0005225321,0.020638743,0.009978689,0.0036036705,0.6434775,0.15443848,0.000090690424],"about_ca_topic_score_codex":0.018768681,"about_ca_topic_score_gemma":0.015813136,"teacher_disagreement_score":0.018768681,"about_ca_system_score_codex":0.0050114538,"about_ca_system_score_gemma":0.0069737546,"threshold_uncertainty_score":0.039685905},"labels":[],"label_agreement":null},{"id":"W2123329030","doi":"10.7202/037603ar","title":"The conscious city: Traffic congestion and change toward sustainability in metro Vancouver","year":2009,"lang":"en","type":"article","venue":"Environnement urbain","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Vancouver Native Health Society","funders":"","keywords":"Sustainability; Traffic congestion; Elite; Urban sustainability; Economic geography; Sociology; Regional science; Transport engineering; Political science; Geography; Engineering; Politics; Law","score_opus":0.013226168973989533,"score_gpt":0.22797822112242716,"score_spread":0.21475205214843762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123329030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812562,0.00031070437,0.0005959917,0.0010390325,0.0000100489515,0.00002989347,0.00003420779,0.0000039100346,0.016720006],"genre_scores_gemma":[0.9982632,0.00021758555,0.00014693316,0.000039430717,0.0000024983876,0.000013098781,0.000013552166,0.0000023185376,0.0013014168],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99851066,0.0008284082,0.000041832598,0.00010082362,0.00026917935,0.00024922335],"domain_scores_gemma":[0.9981675,0.0011169631,0.00021160544,0.000055949036,0.00026763443,0.00018039379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012250008,0.00018532573,0.00020163185,0.0013530357,0.0087829605,0.004848301,0.0006945139,0.00076254056,0.0010123483],"category_scores_gemma":[0.0041344785,0.00020317962,0.00008967592,0.002339951,0.008287949,0.0011588399,0.0025016004,0.0012888747,0.000048241007],"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":[0.00008259919,0.0000668127,0.04810671,0.00016553422,0.000017658345,0.00094727403,0.893337,0.0009837802,0.0014137434,0.022160558,0.0009929074,0.031725407],"study_design_scores_gemma":[0.0000052412097,0.000029564795,0.035717748,0.000076233155,0.000009550302,0.00010360039,0.94469243,0.0005035183,0.00036473598,0.00235159,0.016122948,0.000022817032],"about_ca_topic_score_codex":0.6420657,"about_ca_topic_score_gemma":0.8046334,"teacher_disagreement_score":0.3579343,"about_ca_system_score_codex":0.014106842,"about_ca_system_score_gemma":0.010983435,"threshold_uncertainty_score":0.7200844},"labels":[],"label_agreement":null},{"id":"W2125054780","doi":"10.1139/l04-101","title":"Indicators and framework for assessing sustainable infrastructure","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Civil infrastructure; Computer science; Performance indicator; Work (physics); Normalization (sociology); Sustainable development; Risk analysis (engineering); Management science; Process management; Engineering; Business","score_opus":0.003984145041215784,"score_gpt":0.20929637897342887,"score_spread":0.2053122339322131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125054780","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003866256,0.002917795,0.9280033,0.0040197927,0.00026030288,0.00125674,0.0015896291,0.00033217957,0.057753947],"genre_scores_gemma":[0.08323805,0.0031614609,0.9049817,0.00032939407,0.00015469015,0.0029297934,0.0011564242,0.0000780119,0.0039706468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98889357,0.005611995,0.0011761383,0.0007867197,0.0030467845,0.0004848171],"domain_scores_gemma":[0.99404883,0.0024127467,0.00066510314,0.0003322539,0.0022003169,0.0003407371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014568984,0.0027157897,0.0015555056,0.017158896,0.0022007842,0.009095767,0.0038915442,0.0027077044,0.0060271947],"category_scores_gemma":[0.017133888,0.00074057054,0.0019532905,0.014194109,0.0059731263,0.0074872966,0.004120889,0.0038889407,0.0013494202],"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":[0.000006495653,0.000029847191,0.0005278147,0.00021803452,0.000021894206,0.000083490144,0.00037632696,0.018971328,0.00015170165,0.9595328,0.002962481,0.017117709],"study_design_scores_gemma":[0.000016897862,0.00006573135,0.00073731586,0.00068638835,0.00003302927,0.00014084889,0.0012906662,0.047682654,0.0004656659,0.8583646,0.090431124,0.00008524809],"about_ca_topic_score_codex":0.01666279,"about_ca_topic_score_gemma":0.013886131,"teacher_disagreement_score":0.017158896,"about_ca_system_score_codex":0.009174281,"about_ca_system_score_gemma":0.009255268,"threshold_uncertainty_score":0.07704908},"labels":[],"label_agreement":null},{"id":"W2128285973","doi":"","title":"SUSTAINABLE DEVELOPMENT PRINCIPLES IN A COMMUNITY SETTING: A CASE STUDY OF O.U.R. ECOVILLAGE, BRITISH COLUMBIA, CANADA","year":2013,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Sustainable Building Design and Assessment","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":"Sustainable development; Geography; Political science; Law","score_opus":0.006270507059037037,"score_gpt":0.1537269376954834,"score_spread":0.14745643063644637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128285973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285852,0.0011118281,0.0015488738,0.004035188,0.000059547896,0.00038405217,0.00013473195,0.000032679476,0.06410791],"genre_scores_gemma":[0.9621487,0.000966133,0.0022902254,0.0006445096,0.0000062277127,0.00007679569,0.000060743787,0.000031761596,0.03377501],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983454,0.0005612129,0.000028208806,0.00012874973,0.00039055792,0.000545882],"domain_scores_gemma":[0.99785244,0.00048918225,0.00007001972,0.000065630935,0.0006345261,0.0008882173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478128,0.0004442673,0.0004089832,0.00077323016,0.031401686,0.0035856413,0.0018100663,0.0021031988,0.0059127957],"category_scores_gemma":[0.0027590862,0.0004196617,0.00025497214,0.0021325438,0.0042546135,0.00081647665,0.0026074476,0.0025474255,0.00046127554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034982956,0.0017436792,0.04517128,0.00066335197,0.00006086212,0.05070515,0.67685467,0.002819141,0.0056670387,0.021416062,0.032950748,0.16159828],"study_design_scores_gemma":[0.000042061667,0.00025055654,0.029304218,0.00030694186,0.000028261606,0.0016760088,0.8526068,0.00091055175,0.0007590667,0.0010621885,0.11298185,0.0000715004],"about_ca_topic_score_codex":0.94437474,"about_ca_topic_score_gemma":0.9943658,"teacher_disagreement_score":0.05562526,"about_ca_system_score_codex":0.030628836,"about_ca_system_score_gemma":0.055698775,"threshold_uncertainty_score":0.22222883},"labels":[],"label_agreement":null},{"id":"W2132567872","doi":"10.1080/09613218.2011.582697","title":"Motivating change: shifting the paradigm","year":2011,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Paradigm shift; Stakeholder; Framing (construction); Stakeholder engagement; Sociology; Context (archaeology); Systems thinking; Knowledge management; Political science; Epistemology; Public relations; Computer science; Engineering; Geography; Ecology; Philosophy","score_opus":0.13866614363056318,"score_gpt":0.33002144193820876,"score_spread":0.19135529830764558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132567872","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07903329,0.0066507477,0.17232215,0.3826101,0.0040111495,0.0006256042,0.00006210267,0.00024462427,0.3544402],"genre_scores_gemma":[0.8910296,0.0040698843,0.060431253,0.026292453,0.0010284078,0.0010425512,0.000055865537,0.00019857784,0.01585135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94700575,0.037682783,0.0011143325,0.0041633947,0.0073296265,0.0027040823],"domain_scores_gemma":[0.97246575,0.01751015,0.0016905172,0.0022605683,0.0032435295,0.0028294749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046979018,0.0012992116,0.0008912847,0.003197104,0.011033726,0.020722391,0.0044887764,0.011894241,0.0049246503],"category_scores_gemma":[0.023686366,0.000588971,0.0015331556,0.0017243327,0.06413947,0.020616554,0.017976921,0.0111767985,0.0010515272],"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":[0.000022247083,0.000078389676,0.0006838013,0.00020047175,0.000010931225,0.00020996419,0.048378795,0.00027727676,0.00044576585,0.9280261,0.002703936,0.01896222],"study_design_scores_gemma":[0.000030400612,0.00008952065,0.00048540326,0.00045936948,0.000015594902,0.000234796,0.043406103,0.001010597,0.00054624927,0.78623575,0.16744593,0.00004036786],"about_ca_topic_score_codex":0.0022416518,"about_ca_topic_score_gemma":0.0026255173,"teacher_disagreement_score":0.046979018,"about_ca_system_score_codex":0.014229386,"about_ca_system_score_gemma":0.017493814,"threshold_uncertainty_score":0.24845183},"labels":[],"label_agreement":null},{"id":"W2133047147","doi":"10.1061/(asce)0733-9364(2004)130:3(330)","title":"Environmental Management Systems and ISO 14001 Certification for Construction Firms","year":2004,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Certification; Environmental management system; Business; Work (physics); Management system; Environmental consulting; Environmental resource management; Risk analysis (engineering); Engineering management; Environmental economics; Operations management; Engineering; Environmental science; Management; Economics","score_opus":0.005427593279957059,"score_gpt":0.18718840971155964,"score_spread":0.18176081643160258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133047147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5108558,0.004719453,0.017867189,0.030894065,0.00024275295,0.0002031659,0.00020363026,0.00018541684,0.4348286],"genre_scores_gemma":[0.9841553,0.0011300058,0.0050390875,0.0004895332,0.000051332754,0.000044653232,0.00019829639,0.000016242191,0.008875572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9955818,0.0013557075,0.0002317257,0.00019312282,0.002016422,0.0006212447],"domain_scores_gemma":[0.9893693,0.0041019944,0.0019925924,0.0004962836,0.0033454876,0.0006942279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033803054,0.00018256303,0.00011845982,0.0015833902,0.0016581402,0.0042060786,0.0004955775,0.0017623829,0.0037527299],"category_scores_gemma":[0.01634886,0.00016973123,0.00014230832,0.0023032299,0.002145099,0.0038232196,0.0016656996,0.0011791004,0.00031230063],"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":[0.00011660267,0.0005036251,0.06335985,0.000313254,0.000011780181,0.00090232934,0.0030254978,0.013305486,0.0027003498,0.66125697,0.0193925,0.2351117],"study_design_scores_gemma":[0.000108718006,0.00086514413,0.32572192,0.0011071252,0.0000484759,0.001172125,0.020324782,0.0268877,0.0061892243,0.27442387,0.34292287,0.00022802936],"about_ca_topic_score_codex":0.021568716,"about_ca_topic_score_gemma":0.029618265,"teacher_disagreement_score":0.021568716,"about_ca_system_score_codex":0.007165587,"about_ca_system_score_gemma":0.009905885,"threshold_uncertainty_score":0.05199015},"labels":[],"label_agreement":null},{"id":"W2133610367","doi":"10.5539/jsd.v4n6p36","title":"A Review of Sustainability Assessment and Sustainability/Environmental Rating Systems and Credit Weighting Tools","year":2011,"lang":"en","type":"review","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Weighting; Variety (cybernetics); Process (computing); Rating system; Work (physics); Computer science; Sustainable development; Management science; Environmental Sustainability Index; Sustainability organizations; Risk analysis (engineering); Process management; Environmental economics; Business; Engineering; Economics; Artificial intelligence","score_opus":0.024177872047006006,"score_gpt":0.2894644452698391,"score_spread":0.2652865732228331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133610367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031508924,0.98419976,0.0063898624,0.0010101451,0.0004136867,0.000047481077,0.000103878265,0.0000419446,0.007478112],"genre_scores_gemma":[0.003046244,0.9873782,0.0069702826,0.0003672163,0.00037128245,0.000067117086,0.0001093373,0.000014388908,0.0016760103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955577,0.0012228721,0.00076220237,0.00044345408,0.0019008251,0.00011301464],"domain_scores_gemma":[0.9912211,0.0050357482,0.0010090291,0.00023898255,0.002379637,0.00011547099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055735023,0.0014159038,0.0022010952,0.010416422,0.0006903892,0.002787925,0.0019456651,0.0017096008,0.005094953],"category_scores_gemma":[0.012423306,0.00071953534,0.000877894,0.01868839,0.001628052,0.0045327866,0.0010437866,0.0016219552,0.002773982],"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":[0.000025438867,0.000055204433,0.00042985976,0.01772827,0.00006224466,0.00009198427,0.00016387449,0.0011315494,0.00055985636,0.026020568,0.03342672,0.9203044],"study_design_scores_gemma":[0.000008404773,0.000060604063,0.0020801558,0.011997237,0.00009568243,0.0006885118,0.00022501513,0.000554954,0.0006074719,0.012788244,0.97083247,0.0000613711],"about_ca_topic_score_codex":0.0046843295,"about_ca_topic_score_gemma":0.0053874436,"teacher_disagreement_score":0.010416422,"about_ca_system_score_codex":0.0025286914,"about_ca_system_score_gemma":0.0042953705,"threshold_uncertainty_score":0.029475808},"labels":[],"label_agreement":null},{"id":"W2140962455","doi":"10.1139/l07-109","title":"Service-life assessment of building components: application of evidence theory","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Reliability engineering; Service (business); Identification (biology); Process (computing); Fuzzy set; Scale (ratio); Set (abstract data type); Fuzzy logic; Data mining; Operations research; Risk analysis (engineering); Engineering; Artificial intelligence","score_opus":0.03239314743795444,"score_gpt":0.2501791070738859,"score_spread":0.21778595963593148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140962455","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017090961,0.01863411,0.9423722,0.0030176877,0.00022525799,0.00065978896,0.0007390843,0.00012805739,0.017132934],"genre_scores_gemma":[0.60758746,0.024720667,0.36163637,0.00071622257,0.0006405152,0.0016840553,0.0007594364,0.00004007089,0.0022152835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97657806,0.011913248,0.0019678655,0.0018409108,0.0073164282,0.0003833887],"domain_scores_gemma":[0.87452865,0.109450094,0.004925288,0.0022568523,0.008339842,0.0004993014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025462113,0.0018796786,0.0040331827,0.019464163,0.0012324414,0.00750696,0.0033673823,0.0039184457,0.0039352616],"category_scores_gemma":[0.09252279,0.0009761494,0.0030126225,0.009617297,0.0045305733,0.006548652,0.0045593306,0.0025237831,0.00054184964],"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":[0.00020599987,0.00027266433,0.016512953,0.0074908356,0.0018891564,0.0013590838,0.001068515,0.22381492,0.0009731209,0.47272196,0.0026287711,0.2710622],"study_design_scores_gemma":[0.00008663068,0.0005443567,0.0068234154,0.0041669724,0.00066893577,0.0007495949,0.001281757,0.2610876,0.001419225,0.70746386,0.015525355,0.00018228935],"about_ca_topic_score_codex":0.0044001252,"about_ca_topic_score_gemma":0.0030083978,"teacher_disagreement_score":0.025462113,"about_ca_system_score_codex":0.005150428,"about_ca_system_score_gemma":0.004218203,"threshold_uncertainty_score":0.1346581},"labels":[],"label_agreement":null},{"id":"W2144598083","doi":"10.1061/9780784412329.191","title":"Multi-Criteria Decision Making to Improve Performance in Construction Projects with LEED Certification","year":2012,"lang":"en","type":"article","venue":"Construction Research Congress 2012","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental design; Certification; Schedule; Productivity; Popularity; Green building; Environmental economics; Process (computing); Environmental impact assessment; Sustainable design; Engineering management; Business; Computer science; Engineering; Architectural engineering; Sustainability; Civil engineering; Economics; Management","score_opus":0.05511296139069944,"score_gpt":0.356775126700374,"score_spread":0.30166216530967455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144598083","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22934584,0.0006742579,0.7573766,0.0007024646,0.000073599236,0.0010712149,0.0001376723,0.00028153774,0.010336808],"genre_scores_gemma":[0.87915975,0.00026820946,0.11813047,0.0001035834,0.000019402716,0.00063472945,0.00014125601,0.000036549485,0.0015060857],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99377656,0.004182746,0.00026375896,0.00041338007,0.000827433,0.0005361939],"domain_scores_gemma":[0.990221,0.007179073,0.0008863327,0.000205776,0.0010035806,0.0005041313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011440067,0.0015904299,0.001984398,0.0018355263,0.0011361483,0.0031718023,0.0019443322,0.0021931943,0.0033778995],"category_scores_gemma":[0.0129012335,0.00107201,0.0018843317,0.0015932507,0.001010001,0.0016192473,0.0021568902,0.0021062363,0.0002582481],"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":[0.000088623,0.000111014066,0.0007637755,0.000070258495,0.000032788415,0.00006036674,0.00006509534,0.9880994,0.0005098841,0.001249564,0.00012565836,0.008823626],"study_design_scores_gemma":[0.000020099544,0.00017792723,0.00032619666,0.000024703066,0.000012807998,0.000008225836,0.00007189294,0.99720615,0.0003583034,0.0015642038,0.00021695255,0.00001253594],"about_ca_topic_score_codex":0.0072673173,"about_ca_topic_score_gemma":0.007432621,"teacher_disagreement_score":0.011440067,"about_ca_system_score_codex":0.002734663,"about_ca_system_score_gemma":0.0040279184,"threshold_uncertainty_score":0.060501575},"labels":[],"label_agreement":null},{"id":"W2144947218","doi":"10.1080/09613218.2015.961046","title":"Net-zero and net-positive design: a question of value","year":2014,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Value (mathematics); Zero (linguistics); Net (polyhedron); Architectural engineering; Environmental resource management; Environmental economics; Business; Engineering; Environmental science; Economics; Mathematics; Statistics","score_opus":0.020917776911025254,"score_gpt":0.3092845951007424,"score_spread":0.28836681818971716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144947218","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022629589,0.025596064,0.07591483,0.50823313,0.0075050364,0.000067974725,0.0002075958,0.00022207938,0.3596236],"genre_scores_gemma":[0.8511385,0.011190835,0.029024256,0.049852572,0.0067161922,0.00019588217,0.000090463844,0.0003826707,0.051408704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99451643,0.0024938802,0.00018157462,0.00066445715,0.0018208211,0.00032281043],"domain_scores_gemma":[0.98235965,0.011246648,0.0007525869,0.0020711669,0.0027466975,0.00082315033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010679879,0.0006022132,0.0010309903,0.0007327216,0.0026212577,0.008370782,0.0021969334,0.006169419,0.012427887],"category_scores_gemma":[0.02638745,0.00034298873,0.00052763755,0.00073517935,0.038677175,0.014064989,0.00333291,0.006800314,0.002324373],"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":[0.000040749834,0.000016272355,0.0001834548,0.000090971706,0.000007931042,0.000017247326,0.00017887486,0.00032277932,0.00008245434,0.97136915,0.009627312,0.01806272],"study_design_scores_gemma":[0.00001772248,0.000034508746,0.00012388798,0.00011121876,0.0000061269807,0.000041751646,0.00033844067,0.0003869095,0.0001408261,0.9611177,0.037668724,0.000012328776],"about_ca_topic_score_codex":0.0014339697,"about_ca_topic_score_gemma":0.0019041316,"teacher_disagreement_score":0.012427887,"about_ca_system_score_codex":0.0030179878,"about_ca_system_score_gemma":0.002567653,"threshold_uncertainty_score":0.0564813},"labels":[],"label_agreement":null},{"id":"W2148301427","doi":"10.71781/2737","title":"Design thinking and the precautionary principle : development of a theoretical model complementing preventive judgment for design for sustainability enriched through a study of architectural competitions adopting LEED","year":2011,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"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; Philosophy; Political science","score_opus":0.06819134822680784,"score_gpt":0.3441085655859912,"score_spread":0.27591721735918334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148301427","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24196851,0.0012005941,0.4044252,0.015881445,0.00013180127,0.00049266714,0.00009300044,0.00011954516,0.33568713],"genre_scores_gemma":[0.9071324,0.00049695163,0.07975398,0.00035640082,0.000018648172,0.00033928087,0.00003101599,0.000035823123,0.011835591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9939114,0.0041719447,0.00018698891,0.0003827554,0.0010318254,0.00031506526],"domain_scores_gemma":[0.989188,0.008101343,0.00086505193,0.0008409067,0.0006813702,0.00032337394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072885803,0.0005506145,0.00045495754,0.002739265,0.0028178,0.007268704,0.0019652552,0.0020289759,0.008333477],"category_scores_gemma":[0.009948951,0.00044932484,0.0011257383,0.0020327943,0.016256081,0.0072952146,0.0034103307,0.002337123,0.0005968289],"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":[0.000015462228,0.000083211096,0.0020418083,0.00010485845,0.000006663699,0.00010361102,0.01904059,0.00231978,0.00027161714,0.9590116,0.00042866173,0.016572082],"study_design_scores_gemma":[0.0000391387,0.00015178531,0.0030965838,0.00033837467,0.000018696735,0.00023330846,0.029649865,0.02009979,0.00090333424,0.8893053,0.05610461,0.000059129296],"about_ca_topic_score_codex":0.0034848845,"about_ca_topic_score_gemma":0.006161027,"teacher_disagreement_score":0.008333477,"about_ca_system_score_codex":0.007691301,"about_ca_system_score_gemma":0.007186228,"threshold_uncertainty_score":0.05580449},"labels":[],"label_agreement":null},{"id":"W2150024664","doi":"10.1016/j.rser.2013.01.010","title":"Sustainable energy performances of green buildings: A review of current theories, implementations and challenges","year":2013,"lang":"en","type":"review","venue":"Renewable and Sustainable Energy Reviews","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":431,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Implementation; Sustainability; Architectural engineering; Renewable energy; Green building; Environmental economics; Efficient energy use; Energy consumption; Sustainable design; Sustainable development; Engineering; Energy engineering; Energy (signal processing); Sustainable energy; Risk analysis (engineering); Systems engineering; Business; Economics; Political science","score_opus":0.04194746951424349,"score_gpt":0.30931212871487185,"score_spread":0.26736465920062835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150024664","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018934521,0.99827623,0.00017750802,0.0003775439,0.00008060374,0.0000036255688,0.000020691714,0.0000041695034,0.00087024533],"genre_scores_gemma":[0.0011438084,0.9982462,0.00026941948,0.000111822344,0.0000751641,0.0000037780878,0.000015969756,0.000001173456,0.00013256633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986094,0.00025249194,0.0001900368,0.00017441735,0.0006975656,0.00007609591],"domain_scores_gemma":[0.9974395,0.0015763446,0.00033179653,0.00004721015,0.0005443614,0.000060820723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027226435,0.0012005554,0.002210974,0.0035712265,0.000392687,0.0023963319,0.0015306008,0.0015373585,0.0026113358],"category_scores_gemma":[0.0027812794,0.00047181526,0.000789187,0.006442117,0.0010144057,0.0031955845,0.0012131273,0.0014561733,0.0007781998],"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":[0.000054925138,0.00007794682,0.00038773075,0.05986546,0.000112841226,0.00006537573,0.00015424422,0.000944668,0.0016801811,0.012878845,0.014564946,0.90921265],"study_design_scores_gemma":[0.0000125928445,0.00013262017,0.0019101952,0.028110297,0.00036342352,0.00042202233,0.00049822504,0.00037319178,0.0013195489,0.009110959,0.95768857,0.00005830985],"about_ca_topic_score_codex":0.002565384,"about_ca_topic_score_gemma":0.0059686033,"teacher_disagreement_score":0.0035712265,"about_ca_system_score_codex":0.0013228348,"about_ca_system_score_gemma":0.0036083246,"threshold_uncertainty_score":0.014398932},"labels":[],"label_agreement":null},{"id":"W2150455393","doi":"10.1680/ensu.2008.161.1.65","title":"A comparative analysis of two building rating systems. Part 2: Case study","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research Council Canada; University of British Columbia","keywords":"Ranking (information retrieval); Sustainability; Green building; Architectural engineering; Rating system; Water efficiency; Environmental resource management; Environmental design; Environmental economics; Engineering; Civil engineering; Business; Computer science; Environmental science; Economics; Artificial intelligence","score_opus":0.015751548998602885,"score_gpt":0.2618308202981061,"score_spread":0.24607927129950324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150455393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94560534,0.0009679598,0.01448798,0.00035270498,0.00006356374,0.0009270158,0.0009952671,0.00015274769,0.036447402],"genre_scores_gemma":[0.98196316,0.00028098465,0.015082548,0.000035303838,0.000010506114,0.00024306297,0.0006646927,0.00003797882,0.0016816806],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9595276,0.027175995,0.0019181264,0.00098189,0.009254331,0.0011420611],"domain_scores_gemma":[0.8998662,0.07142438,0.0040988787,0.0037615385,0.019695291,0.0011536006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026126545,0.00063379895,0.0007549853,0.0071673887,0.001212231,0.0026300573,0.0010474928,0.00094236864,0.004584049],"category_scores_gemma":[0.06028232,0.00045717516,0.0010644916,0.008378579,0.0012746371,0.0024183323,0.0019594866,0.0009036912,0.0007272585],"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":[0.008516631,0.0022713356,0.37433237,0.004184813,0.0008296343,0.0023906275,0.032809865,0.04103928,0.015784314,0.026071226,0.010110056,0.4816599],"study_design_scores_gemma":[0.00036487007,0.01058907,0.8113017,0.00082576874,0.00063184137,0.0023243946,0.058268316,0.06423375,0.016769473,0.0055921488,0.028634563,0.00046421995],"about_ca_topic_score_codex":0.010855722,"about_ca_topic_score_gemma":0.021653676,"teacher_disagreement_score":0.026126545,"about_ca_system_score_codex":0.0039850078,"about_ca_system_score_gemma":0.0009718182,"threshold_uncertainty_score":0.13817203},"labels":[],"label_agreement":null},{"id":"W2157869064","doi":"","title":"Creating a Culturally Relevant Environmental Management System for a Métis Workplace","year":2009,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Sustainable Building Design and Assessment","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":"Metis; Action plan; Participatory action research; Citizen journalism; Focus group; Action (physics); Plan (archaeology); Public relations; Participatory planning; Relevance (law); Business; Environmental resource management; Environmental planning; Sociology; Political science; Marketing; Management; Geography; Computer science","score_opus":0.0064131676767534935,"score_gpt":0.17747242535520694,"score_spread":0.17105925767845345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157869064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73794734,0.00043171959,0.07524917,0.01689298,0.0006588401,0.002004797,0.00014283218,0.0008755938,0.1657968],"genre_scores_gemma":[0.84338295,0.0003441364,0.13204968,0.0015053425,0.000060354487,0.00070762,0.00012776778,0.00012455096,0.021697681],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965366,0.0023277628,0.00010826155,0.00021754444,0.00046738423,0.00034253622],"domain_scores_gemma":[0.99729985,0.00044076715,0.0001906938,0.0003090379,0.00078113656,0.000978534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006211739,0.0004997365,0.00016093664,0.0005233567,0.008265267,0.004053697,0.0014441587,0.00088780955,0.005471755],"category_scores_gemma":[0.0037957716,0.0002807886,0.0003445701,0.00045096056,0.0025064538,0.0014011734,0.0046983524,0.0016638008,0.00076152355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021833823,0.003128653,0.076725155,0.0008451565,0.00007445946,0.0059352517,0.4092162,0.003515494,0.047276676,0.036575645,0.03958047,0.37690842],"study_design_scores_gemma":[0.00006403226,0.000792524,0.025309678,0.0008627822,0.00005419101,0.0010200014,0.44506842,0.0031773176,0.009004314,0.006699254,0.5078129,0.00013461175],"about_ca_topic_score_codex":0.023821756,"about_ca_topic_score_gemma":0.07846885,"teacher_disagreement_score":0.9761782,"about_ca_system_score_codex":0.0062857606,"about_ca_system_score_gemma":0.014305858,"threshold_uncertainty_score":0.047366202},"labels":[],"label_agreement":null},{"id":"W2159341566","doi":"10.4038/besl.v11i1.3121","title":"Designer’s role In creating sustainable Communities – Town of Clarington As A Case","year":2012,"lang":"en","type":"article","venue":"Built-Environment Sri Lanka","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"Sustainability; Context (archaeology); Sri lanka; Sustainable community; Environmental planning; Cultural sustainability; Political science; Business; Geography; Ecology","score_opus":0.013131393991709258,"score_gpt":0.23039349204001847,"score_spread":0.2172620980483092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159341566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72859496,0.00074268,0.0075498326,0.008478941,0.00012980979,0.0006371034,0.00009661495,0.00009001305,0.25367996],"genre_scores_gemma":[0.92834264,0.00062507426,0.011248794,0.00064576126,0.000011853287,0.00013880574,0.000038158512,0.000034683402,0.058914278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959978,0.0025211272,0.000097610005,0.00028306412,0.00049963046,0.0006007659],"domain_scores_gemma":[0.9983443,0.00042015465,0.00010671363,0.00012179295,0.00022337475,0.0007836014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024150743,0.00033932299,0.00022856661,0.00083367823,0.01998392,0.004725547,0.0016241611,0.0025560693,0.0066529578],"category_scores_gemma":[0.0017814975,0.0004545169,0.0003163042,0.000800331,0.007052961,0.0016713317,0.0035700628,0.0014011565,0.0006081487],"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":[0.00016618847,0.00054782693,0.023149904,0.00054381776,0.000025450492,0.06673594,0.7125716,0.0026653528,0.0076387017,0.11805479,0.019417616,0.048482824],"study_design_scores_gemma":[0.000035950914,0.00021747815,0.004779827,0.00025546816,0.00002752244,0.00879065,0.5531298,0.0016315157,0.0025945008,0.0024024064,0.42606643,0.00006837865],"about_ca_topic_score_codex":0.15786102,"about_ca_topic_score_gemma":0.46317634,"teacher_disagreement_score":0.15786102,"about_ca_system_score_codex":0.011420234,"about_ca_system_score_gemma":0.009862592,"threshold_uncertainty_score":0.31388432},"labels":[],"label_agreement":null},{"id":"W2166458087","doi":"10.5539/jsd.v4n4p3","title":"A Rating System for Sustainability of Industrial Projects with Application in Oil Sands and Heavy Oil Projects: Areas of Excellence, Sub-Divisions, and Management Intereactions","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Excellence; Sustainability; Oil sands; Resource (disambiguation); Business; Environmental resource management; Environmental planning; Environmental economics; Engineering; Environmental science; Computer science; Economics; Political science; Geography; Archaeology","score_opus":0.020539633330356858,"score_gpt":0.23301411675257336,"score_spread":0.2124744834222165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166458087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41444343,0.00095589884,0.205932,0.0019025154,0.00046150602,0.0063504153,0.011324991,0.0043769707,0.35425222],"genre_scores_gemma":[0.7446434,0.0004613014,0.22835383,0.00016652967,0.00007952892,0.0034216158,0.007181579,0.00026761397,0.015424623],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9861691,0.0041183173,0.002687603,0.0007153935,0.0052464698,0.0010631151],"domain_scores_gemma":[0.95152175,0.008637171,0.0052379305,0.001892815,0.030182824,0.0025274635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014561524,0.00093039894,0.00063602143,0.012553541,0.0014397716,0.004210163,0.0011933714,0.0008911862,0.009381877],"category_scores_gemma":[0.03487719,0.00039436034,0.0010381413,0.008623114,0.0009266726,0.0036197207,0.0035420372,0.0011384235,0.0038003596],"study_design_candidate":"theoretical_or_conceptual","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":[0.001005189,0.0007348893,0.25764138,0.0015465026,0.00023469976,0.00046905587,0.0053854096,0.016656322,0.008261944,0.035091102,0.06459511,0.60837847],"study_design_scores_gemma":[0.0002827827,0.0033794842,0.5617039,0.0013366095,0.00031846884,0.0012150814,0.024689697,0.09800145,0.010355917,0.030546825,0.2675795,0.00059025397],"about_ca_topic_score_codex":0.0049185255,"about_ca_topic_score_gemma":0.006814899,"teacher_disagreement_score":0.014561524,"about_ca_system_score_codex":0.0023462554,"about_ca_system_score_gemma":0.0036021585,"threshold_uncertainty_score":0.07700962},"labels":[],"label_agreement":null},{"id":"W2166560559","doi":"10.1109/pes.2009.5275904","title":"Creating a culture of conservation in ontario: Approaches, challenges and opportunities","year":2009,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto and Region Conservation Authority","funders":"","keywords":"Restructuring; Incentive; Energy conservation; Business; Work (physics); Electricity; Environmental economics; Natural resource economics; Environmental planning; Engineering; Economics; Market economy; Finance; Environmental science","score_opus":0.09896246689854768,"score_gpt":0.23513601764225026,"score_spread":0.13617355074370258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166560559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66996545,0.0074198586,0.005633488,0.1219102,0.0005020355,0.00049511454,0.00016077259,0.0001004058,0.19381267],"genre_scores_gemma":[0.9568177,0.004143433,0.0058091283,0.0036614728,0.000034135843,0.00015720123,0.0000633659,0.000040175,0.029273486],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965215,0.0011072902,0.000076270524,0.00019610404,0.0010923347,0.0010066024],"domain_scores_gemma":[0.9949826,0.0008098856,0.0003461391,0.00022800344,0.0014824771,0.0021508483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230895,0.00026541014,0.00029781277,0.00089781353,0.025591135,0.0072008204,0.0016089397,0.0011645572,0.0035136484],"category_scores_gemma":[0.002896354,0.00023386854,0.00030992186,0.002188341,0.012890993,0.0027559772,0.0046374793,0.00196362,0.00016788518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001274158,0.00037900824,0.06451164,0.000942268,0.000049748076,0.0018830431,0.60270435,0.0007291244,0.0031779187,0.08745683,0.042126786,0.19591188],"study_design_scores_gemma":[0.000022026094,0.000102486505,0.06082044,0.00050966203,0.000029468634,0.0003139115,0.5417601,0.00060355756,0.0008807931,0.010512272,0.38436377,0.00008147289],"about_ca_topic_score_codex":0.9479923,"about_ca_topic_score_gemma":0.9862553,"teacher_disagreement_score":0.12329168,"about_ca_system_score_codex":0.12329168,"about_ca_system_score_gemma":0.18751052,"threshold_uncertainty_score":0.89454794},"labels":[],"label_agreement":null},{"id":"W2169410449","doi":"10.5539/mas.v7n2p1","title":"The Investigation of the Barriers in Developing Green Building in Malaysia","year":2013,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":242,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Business; Questionnaire; Sustainable development; Green building; Government (linguistics); Investment (military); Developing country; Gross domestic product; Order (exchange); Product (mathematics); Environmental economics; Marketing; Economic growth; Finance; Architectural engineering; Economics; Engineering; Mathematics","score_opus":0.009335272226394858,"score_gpt":0.21306243169207958,"score_spread":0.20372715946568473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169410449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195015,0.00038258548,0.00022914335,0.00040904107,0.000005929316,0.000024574689,0.000039863637,0.0000032551377,0.0069554523],"genre_scores_gemma":[0.9986064,0.00034810865,0.00023942391,0.000030327083,0.0000013294617,0.000009749234,0.000014843635,0.0000013638462,0.00074852735],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987503,0.00038221103,0.00012364927,0.000067897294,0.0003607042,0.00031504984],"domain_scores_gemma":[0.9961576,0.0010311453,0.0014655278,0.000094887175,0.0006871752,0.000563629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013304441,0.00018791368,0.00014360355,0.000731729,0.0008074582,0.001893204,0.00037081816,0.0003777436,0.002212162],"category_scores_gemma":[0.0038610776,0.00025232622,0.00020242123,0.0007968932,0.000628338,0.001469198,0.0011306038,0.00060327916,0.00025262713],"study_design_candidate":"qualitative","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":[0.00016475562,0.0003556618,0.829158,0.001055285,0.00006153081,0.0021050281,0.072289646,0.0010558835,0.004206009,0.009879061,0.0016990572,0.077970065],"study_design_scores_gemma":[0.0000071963273,0.00018314207,0.81262076,0.00076110783,0.00004980547,0.0009121603,0.16449536,0.001252338,0.002371624,0.0010054762,0.01629634,0.000044718203],"about_ca_topic_score_codex":0.014043106,"about_ca_topic_score_gemma":0.024123335,"teacher_disagreement_score":0.014043106,"about_ca_system_score_codex":0.0016078111,"about_ca_system_score_gemma":0.003643921,"threshold_uncertainty_score":0.02792269},"labels":[],"label_agreement":null},{"id":"W2171261887","doi":"10.5296/emsd.v3i1.4613","title":"The Wa-Pa-Su Project Sustainability Rating System: A Simulated Case Study of Implementation and Sustainability Assessment","year":2013,"lang":"en","type":"article","venue":"Environmental Management and Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Variety (cybernetics); Sustainable development; Excellence; Business; Rating system; Environmental Sustainability Index; Environmental resource management; Environmental economics; Social sustainability; Scale (ratio); Environmental planning; Process management; Computer science; Environmental science; Economics; Political science","score_opus":0.006070283111998248,"score_gpt":0.24562017662067487,"score_spread":0.23954989350867661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171261887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732931,0.00007426714,0.012687966,0.000331613,0.000029080318,0.0008475512,0.0006805332,0.00019174533,0.011864087],"genre_scores_gemma":[0.97676075,0.00009408683,0.018478818,0.000041427134,0.000007521977,0.0006990606,0.000671222,0.000038584698,0.0032084233],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99539655,0.00309145,0.0002201566,0.00028702442,0.0005752016,0.00042967056],"domain_scores_gemma":[0.990148,0.0050743455,0.00076272455,0.00095422444,0.0020646707,0.0009960625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005792242,0.00073669455,0.000638487,0.0014337642,0.0011474191,0.0018037165,0.0017570399,0.0022841666,0.003400497],"category_scores_gemma":[0.011367179,0.00045605784,0.0009381169,0.0021772264,0.0010109941,0.001808912,0.0013935779,0.001368615,0.0007213847],"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":[0.0029202204,0.011497648,0.10798819,0.0009036286,0.00031383566,0.00857538,0.006700459,0.70856524,0.008706785,0.02672864,0.014656762,0.102443226],"study_design_scores_gemma":[0.00085509254,0.005238566,0.04176042,0.00020308465,0.00016458065,0.000813023,0.010003821,0.9107212,0.0059941667,0.0073062065,0.016730515,0.00020936906],"about_ca_topic_score_codex":0.025858555,"about_ca_topic_score_gemma":0.026879027,"teacher_disagreement_score":0.025858555,"about_ca_system_score_codex":0.0028440887,"about_ca_system_score_gemma":0.002384626,"threshold_uncertainty_score":0.0514161},"labels":[],"label_agreement":null},{"id":"W2171519837","doi":"10.1007/s10098-014-0849-x","title":"Life cycle sustainability assessment (LCSA) for selection of sewer pipe materials","year":2014,"lang":"en","type":"article","venue":"Clean Technologies and Environmental Policy","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Life-cycle assessment; Selection (genetic algorithm); Industrial and production engineering; Sustainable development; Engineering; Environmental science; Civil engineering; Petroleum engineering; Mining engineering; Waste management; Computer science; Ecology; Mechanical engineering; Economics; Production (economics); Biology; Artificial intelligence","score_opus":0.005084503289423139,"score_gpt":0.2339015425456536,"score_spread":0.22881703925623045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171519837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74244124,0.0026557087,0.15101463,0.0008620964,0.00010126968,0.0021212942,0.019128501,0.0008674798,0.08080786],"genre_scores_gemma":[0.9139958,0.000965695,0.06395147,0.0002059597,0.00002098112,0.001080863,0.008399602,0.00007912682,0.0113003785],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982175,0.0006562092,0.00007899139,0.0001223627,0.0007672631,0.00015762183],"domain_scores_gemma":[0.997603,0.0007070964,0.0002259171,0.00013898055,0.0012486244,0.0000764486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045226146,0.001002713,0.0005790838,0.0043682265,0.0008366992,0.0012528648,0.0008024173,0.0010049524,0.0064736856],"category_scores_gemma":[0.0033582442,0.00035315266,0.0019835087,0.0021061762,0.00026759403,0.0013391637,0.0009274251,0.00047072253,0.0009995735],"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":[0.0018980589,0.0014750372,0.10605413,0.0018721571,0.000669771,0.00034156643,0.0002409694,0.43699038,0.05615217,0.016206052,0.010773355,0.36732632],"study_design_scores_gemma":[0.00021567057,0.0053601293,0.073626086,0.000488792,0.00074489386,0.00025893925,0.0009842891,0.7147965,0.12674943,0.020195844,0.05639571,0.00018378271],"about_ca_topic_score_codex":0.011052014,"about_ca_topic_score_gemma":0.020063888,"teacher_disagreement_score":0.011052014,"about_ca_system_score_codex":0.0028711352,"about_ca_system_score_gemma":0.0033612014,"threshold_uncertainty_score":0.023918211},"labels":[],"label_agreement":null},{"id":"W2182522324","doi":"10.5539/jms.v5n4p104","title":"Barriers to the Diffusion and Adoption of Green Buildings in Saudi Arabia","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Abdulaziz University","keywords":"Sustainability; Certification; Business; Globe; Government (linguistics); Environmental planning; Green building; Natural resource; Sustainable development; Economic growth; Environmental protection; Environmental resource management; Geography; Architectural engineering; Engineering; Political science; Environmental science; Economics; Ecology","score_opus":0.008466577210000353,"score_gpt":0.23356442453381127,"score_spread":0.2250978473238109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182522324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978503,0.00014629141,0.00007236282,0.00041409387,0.000003318436,0.000011839635,0.000009152129,0.0000011364299,0.001491577],"genre_scores_gemma":[0.99940133,0.00019848983,0.000082951774,0.000048976286,8.469868e-7,0.000004190484,0.0000048694733,7.3599557e-7,0.00025769917],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99793506,0.00093883165,0.00016449021,0.00009660075,0.00047378583,0.00039118042],"domain_scores_gemma":[0.99263436,0.0034630399,0.0016662864,0.0002441031,0.0012364446,0.0007557006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034709133,0.00017288153,0.00020040746,0.00060738466,0.0019710653,0.002349253,0.0005748585,0.0005951634,0.0018176646],"category_scores_gemma":[0.0078044226,0.00024341588,0.0001706834,0.0006877191,0.001312292,0.0012574417,0.0016838755,0.0007220429,0.00016906977],"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":[0.00024035425,0.00041064995,0.3053462,0.00050187635,0.000047584945,0.0016926468,0.62416124,0.0004655631,0.0040022917,0.012422314,0.0011267745,0.049582515],"study_design_scores_gemma":[0.000012158853,0.00013916384,0.18119636,0.00040388867,0.000026045422,0.0003594942,0.79921335,0.0014111822,0.0014259118,0.00058324967,0.01518253,0.000046645087],"about_ca_topic_score_codex":0.06263267,"about_ca_topic_score_gemma":0.05746057,"teacher_disagreement_score":0.06263267,"about_ca_system_score_codex":0.00352551,"about_ca_system_score_gemma":0.0048993644,"threshold_uncertainty_score":0.124536216},"labels":[],"label_agreement":null},{"id":"W2185486082","doi":"","title":"Life Cycle Assessment for Sustainable Design of Precast Concrete Commercial Buildings in Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"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":"Precast concrete; Life-cycle assessment; Context (archaeology); Building envelope; Civil engineering; Sustainability; Engineering; Embodied energy; Masonry veneer; Environmental impact assessment; Architectural engineering; Curtain wall; Masonry; Production (economics)","score_opus":0.01481203876286244,"score_gpt":0.2463114645365573,"score_spread":0.23149942577369487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185486082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91539335,0.001894507,0.028682262,0.00031074608,0.000016239432,0.0011067488,0.004764085,0.00021057004,0.047621474],"genre_scores_gemma":[0.9630297,0.00068701693,0.023712926,0.000022334238,0.0000018304652,0.00023147106,0.0036788257,0.000024963734,0.008610892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990281,0.00010403276,0.000030549018,0.00004929593,0.00064246915,0.00014547017],"domain_scores_gemma":[0.99894935,0.00008572935,0.000037499773,0.000025915871,0.00086685695,0.000034716726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013447624,0.00055983954,0.00027793078,0.0022515196,0.0011840785,0.0009887132,0.0010470189,0.000303361,0.002767139],"category_scores_gemma":[0.0014958164,0.00028340766,0.0006906027,0.002341705,0.00039421415,0.00040218796,0.0005070811,0.00027433588,0.00025280568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039308376,0.00029498187,0.07041142,0.0005990692,0.00013951675,0.00033869268,0.0008586841,0.73371965,0.011643774,0.012769932,0.0036050952,0.1652261],"study_design_scores_gemma":[0.00008279188,0.0005306475,0.1495356,0.00018432846,0.00016617977,0.00013209051,0.0025038815,0.7731956,0.024699401,0.005439788,0.043412335,0.00011736346],"about_ca_topic_score_codex":0.92209214,"about_ca_topic_score_gemma":0.95472205,"teacher_disagreement_score":0.07790786,"about_ca_system_score_codex":0.040993836,"about_ca_system_score_gemma":0.031325456,"threshold_uncertainty_score":0.29743254},"labels":[],"label_agreement":null},{"id":"W2186258721","doi":"10.1016/j.proeng.2015.08.399","title":"A post occupancy evaluation framework for LEED certified U.S. higher education residence halls","year":2015,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Post-occupancy evaluation; Certification; Residence; Sustainability; Occupancy; Environmental economics; Environmental design; Energy consumption; Consumption (sociology); Architectural engineering; Rating system; Environmental science; Environmental resource management; Engineering; Civil engineering; Economics; Sociology; Management","score_opus":0.04774013907454281,"score_gpt":0.3081276688272911,"score_spread":0.26038752975274826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186258721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21910381,0.0034387317,0.55627483,0.019651286,0.00092477695,0.038486455,0.011318689,0.0022212993,0.14858004],"genre_scores_gemma":[0.6067506,0.0007337709,0.36864692,0.00077889883,0.00011358099,0.012349947,0.0049458407,0.0001247687,0.005555717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.93299806,0.04257156,0.007473057,0.002722823,0.010865635,0.00336892],"domain_scores_gemma":[0.9078091,0.038832895,0.009670721,0.0033052547,0.036232743,0.004149286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.093463734,0.00091953354,0.0010026839,0.009593464,0.0028307026,0.008310114,0.0032508685,0.0015425377,0.0047127227],"category_scores_gemma":[0.07630565,0.0005800663,0.0018255111,0.0060417834,0.002732732,0.006805327,0.005725589,0.0016639805,0.00081425416],"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":[0.0008376697,0.0029299972,0.12462054,0.004664222,0.00032427287,0.0012986375,0.03919475,0.035233043,0.0026805673,0.2443059,0.052798696,0.49111181],"study_design_scores_gemma":[0.00040260324,0.0048163156,0.22744198,0.0065496177,0.0002843448,0.0005549401,0.14444701,0.1411982,0.0049267174,0.0806036,0.3880661,0.00070856995],"about_ca_topic_score_codex":0.033305053,"about_ca_topic_score_gemma":0.049160436,"teacher_disagreement_score":0.093463734,"about_ca_system_score_codex":0.014939819,"about_ca_system_score_gemma":0.02093747,"threshold_uncertainty_score":0.4942894},"labels":[],"label_agreement":null},{"id":"W2188136488","doi":"","title":"City of Kingston's Promotion of LEED Certified Buildings for Private Landowners","year":2012,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Sustainable Building Design and Assessment","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":"Certification; Promotion (chess); Business; Political science; Law; Politics","score_opus":0.012626543801045763,"score_gpt":0.19884981200267132,"score_spread":0.18622326820162555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188136488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61457103,0.0014292194,0.0022375833,0.020382129,0.0004953489,0.00041736691,0.00081638654,0.0004659938,0.35918498],"genre_scores_gemma":[0.8167165,0.0007959447,0.0039030542,0.0021030665,0.000042754345,0.000079906946,0.00033229028,0.00010687368,0.17591955],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982368,0.0002901887,0.000045360866,0.00014995484,0.00092523056,0.00035250906],"domain_scores_gemma":[0.99318016,0.0013772176,0.0004591502,0.00057682465,0.0028982433,0.0015084066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016164606,0.00011197797,0.00012656204,0.0006330666,0.0051885783,0.004541468,0.00068492256,0.00081229885,0.013306604],"category_scores_gemma":[0.0043815793,0.00026707177,0.00019121604,0.0008797395,0.002107654,0.0008894467,0.0022576184,0.0009456064,0.0012706963],"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":[0.00038050872,0.0007920959,0.20345882,0.0012277432,0.000049536382,0.005255436,0.0743216,0.001448121,0.016997252,0.07922438,0.29127997,0.3255645],"study_design_scores_gemma":[0.000017351138,0.00010017328,0.123353474,0.0001272046,0.000014936276,0.00029667682,0.026157776,0.00038390196,0.002778742,0.0005057652,0.8462091,0.000054890475],"about_ca_topic_score_codex":0.5244568,"about_ca_topic_score_gemma":0.8294269,"teacher_disagreement_score":0.4755432,"about_ca_system_score_codex":0.011563833,"about_ca_system_score_gemma":0.034500755,"threshold_uncertainty_score":0.95668757},"labels":[],"label_agreement":null},{"id":"W2218464203","doi":"10.13073/fpj-d-15-00022","title":"Prospects for Appearance Wood Products Ecodesign in the Context of Nonresidential Applications","year":2015,"lang":"en","type":"article","venue":"Forest Products Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"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":"Ecodesign; Context (archaeology); Environmentally friendly; Architectural engineering; Design for the Environment; Engineering; Sustainable development; Business; Environmental economics; Product (mathematics); Manufacturing engineering; Product design; Economics; Ecology","score_opus":0.024186748133224408,"score_gpt":0.26028984480998296,"score_spread":0.23610309667675855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218464203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8973658,0.002406504,0.012265617,0.0016567064,0.000031064046,0.00008459091,0.00011072883,0.000062450796,0.0860165],"genre_scores_gemma":[0.9828802,0.00088277925,0.0050516464,0.000117723095,0.000005771243,0.000015774009,0.00007533746,0.00001780325,0.01095304],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991027,0.0003345188,0.000017141536,0.00005735459,0.00027826946,0.00021011394],"domain_scores_gemma":[0.99888104,0.00023465007,0.000110072186,0.000100591766,0.00048327306,0.00019033211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016886226,0.00031920147,0.0001615726,0.00065252325,0.0008951003,0.0027520563,0.000623945,0.0006860302,0.005806489],"category_scores_gemma":[0.0009079038,0.00013909575,0.0002538561,0.0008208276,0.0008477217,0.0011101327,0.00094876275,0.0004535522,0.00048528786],"study_design_candidate":"theoretical_or_conceptual","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":[0.00064639736,0.0012069682,0.28711888,0.0010692789,0.00005666871,0.0044241436,0.0052092997,0.03448159,0.102236785,0.083573624,0.0067610326,0.4732154],"study_design_scores_gemma":[0.000027550295,0.001206454,0.54821205,0.000544085,0.00006005212,0.0017138732,0.03215653,0.026649088,0.06372763,0.029562073,0.29603866,0.00010201493],"about_ca_topic_score_codex":0.01720776,"about_ca_topic_score_gemma":0.09432115,"teacher_disagreement_score":0.01720776,"about_ca_system_score_codex":0.002743825,"about_ca_system_score_gemma":0.0021408552,"threshold_uncertainty_score":0.034215212},"labels":[],"label_agreement":null},{"id":"W2234670165","doi":"","title":"Barriers and opportunities for improving energy efficiency in the social housing sector : case study of E4C's division of housing and mental health","year":2012,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Division (mathematics); Mental health; Public housing; Business; Economic growth; Gerontology; Sociology; Psychology; Economics; Medicine; Psychiatry","score_opus":0.01031264256627745,"score_gpt":0.18967157734696918,"score_spread":0.17935893478069173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234670165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865486,0.0002214013,0.000505798,0.0048633926,0.00003172678,0.00014718507,0.000037288075,0.00000570993,0.0076388186],"genre_scores_gemma":[0.9933456,0.00071939174,0.0010033572,0.000978994,0.000017716582,0.00010419825,0.000022309076,0.000008262557,0.0038001207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952754,0.0026727642,0.0000743704,0.00013864465,0.00043067604,0.0014081429],"domain_scores_gemma":[0.99547523,0.0021974766,0.00036337893,0.00011633099,0.0004903747,0.0013571923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004089848,0.0005479635,0.00050867506,0.0011450709,0.019505186,0.0035040616,0.0025494595,0.0033810458,0.00294452],"category_scores_gemma":[0.005137729,0.0006246081,0.00046006156,0.0017409422,0.005877975,0.0020634849,0.005151567,0.003553564,0.00025118247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013530877,0.0013714896,0.039437268,0.0003768458,0.000033081204,0.03006151,0.8826124,0.0008615698,0.0013194985,0.014781581,0.0064855893,0.022523874],"study_design_scores_gemma":[0.000010318211,0.00013907459,0.006157823,0.000115983166,0.0000088819015,0.0011412357,0.98317885,0.00037137806,0.00020760784,0.00044831957,0.008205933,0.000014578874],"about_ca_topic_score_codex":0.17486162,"about_ca_topic_score_gemma":0.4683395,"teacher_disagreement_score":0.8251384,"about_ca_system_score_codex":0.01694086,"about_ca_system_score_gemma":0.016595528,"threshold_uncertainty_score":0.3476876},"labels":[],"label_agreement":null},{"id":"W2240822781","doi":"","title":"Education for sustainable construction","year":2011,"lang":"en","type":"article","venue":"RepositóriUM (Universidade do Minho)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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","keywords":"Environmental planning; Business; Geography","score_opus":0.00948547921117331,"score_gpt":0.2065013788197779,"score_spread":0.19701589960860458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240822781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003713566,0.04242287,0.004997237,0.24127635,0.0058199954,0.00008918321,0.00032217344,0.00021152885,0.7011471],"genre_scores_gemma":[0.112061776,0.043634824,0.009949223,0.044674635,0.0026145463,0.00019273831,0.0004269693,0.00018156407,0.7862637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862874,0.00035102046,0.000039118084,0.00015180041,0.0005365378,0.00029281928],"domain_scores_gemma":[0.99802905,0.00035161988,0.00016648517,0.00020881521,0.00039157187,0.00085254916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238756,0.00049292203,0.00034203427,0.0007412865,0.0022510288,0.0038969673,0.00055976986,0.0034064956,0.0779525],"category_scores_gemma":[0.003961414,0.00015646112,0.00032310118,0.0007327914,0.0021572239,0.0036581533,0.0053618182,0.0047131367,0.019974349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001905867,0.00013135686,0.00056348235,0.00038176205,0.0000053291715,0.000056145065,0.0010474116,0.00025819783,0.00050455204,0.34749758,0.38714084,0.2623943],"study_design_scores_gemma":[0.0000032208,0.000014002518,0.0006011526,0.00031910578,0.000001411901,0.000037982107,0.00022806485,0.00005067293,0.00010760042,0.021445919,0.9771872,0.000003616511],"about_ca_topic_score_codex":0.0039259586,"about_ca_topic_score_gemma":0.008394997,"teacher_disagreement_score":0.0779525,"about_ca_system_score_codex":0.0040298533,"about_ca_system_score_gemma":0.011071738,"threshold_uncertainty_score":0.26077712},"labels":[],"label_agreement":null},{"id":"W2243267283","doi":"","title":"Jurisdiction Options for Energy Efficiency and Renewable Energy in Buildings","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Renewable energy; Jurisdiction; Business; Efficient energy use; Government (linguistics); Environmental economics; Greenhouse gas; Energy policy; Local government; Public administration; Engineering; Economics; Political science; Law","score_opus":0.0035610547455313755,"score_gpt":0.212959980430508,"score_spread":0.20939892568497664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243267283","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03452885,0.00754445,0.014123933,0.060215484,0.0008492299,0.0002513596,0.000640472,0.00010666352,0.8817396],"genre_scores_gemma":[0.83669,0.0033524341,0.010175235,0.022442631,0.00089644763,0.00070335576,0.00047089867,0.000117425625,0.12515152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9882569,0.005142296,0.0004187768,0.00080501894,0.0036705972,0.0017063881],"domain_scores_gemma":[0.99475163,0.0029497426,0.00033413153,0.00040828233,0.0012634598,0.0002927046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076222704,0.0003916281,0.0004932332,0.001305677,0.0056505715,0.008336287,0.002579061,0.0076045264,0.023110291],"category_scores_gemma":[0.012196626,0.00045011603,0.0010651113,0.0017105548,0.0051259054,0.0059871,0.0054550846,0.006731398,0.0016236324],"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":[0.00001099315,0.000025438201,0.00032358634,0.000040511506,0.000005442227,0.00010144837,0.0010586759,0.00049349916,0.00015086556,0.98369265,0.009714768,0.0043821605],"study_design_scores_gemma":[0.00007609815,0.000089481364,0.0032458853,0.00048760558,0.0000673811,0.00023133459,0.0038384655,0.0024077476,0.0012430836,0.41224808,0.57595664,0.00010820236],"about_ca_topic_score_codex":0.04277669,"about_ca_topic_score_gemma":0.069760196,"teacher_disagreement_score":0.04277669,"about_ca_system_score_codex":0.009895083,"about_ca_system_score_gemma":0.008757888,"threshold_uncertainty_score":0.08505541},"labels":[],"label_agreement":null},{"id":"W2245799436","doi":"","title":"Building Sustainability: Definitions, Process and Case","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Process (computing); Process management; Computer science; Engineering; Programming language; Biology; Ecology","score_opus":0.011971531096873485,"score_gpt":0.2159266706386319,"score_spread":0.20395513954175842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245799436","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04966913,0.062399197,0.11965228,0.0784675,0.0017172195,0.0008676855,0.00017558136,0.00021521562,0.6868362],"genre_scores_gemma":[0.78550225,0.05443073,0.07764972,0.009355584,0.0008240141,0.0026430786,0.0002563166,0.0003506374,0.06898767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9858768,0.010221982,0.0005232859,0.0008388622,0.0015600752,0.00097891],"domain_scores_gemma":[0.99335515,0.0048933974,0.00049521227,0.0005411026,0.00035920826,0.00035599948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0134103075,0.0010589543,0.00067164097,0.0030782805,0.010302285,0.017270038,0.0030049386,0.005610651,0.0036726627],"category_scores_gemma":[0.010000371,0.0008076317,0.00062940485,0.0072303093,0.048771963,0.019677274,0.015433483,0.0062959907,0.0008755974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006005688,0.000029016268,0.00032248202,0.0001573537,0.0000017004824,0.00040305717,0.035812035,0.00028271068,0.00007095091,0.948973,0.0038121731,0.0101296],"study_design_scores_gemma":[0.000006657373,0.000039050647,0.0004240208,0.0016472585,0.0000047999756,0.00081331783,0.07063503,0.0007582055,0.000485115,0.36314818,0.5620067,0.000031617816],"about_ca_topic_score_codex":0.0069614444,"about_ca_topic_score_gemma":0.008160346,"teacher_disagreement_score":0.99303854,"about_ca_system_score_codex":0.012377621,"about_ca_system_score_gemma":0.008395032,"threshold_uncertainty_score":0.08980632},"labels":[],"label_agreement":null},{"id":"W2251637533","doi":"10.1080/10835547.2015.12091872","title":"Assessing the Implementation of Mandating Energy Efficiency: Boulder, Colorado's Implementation of SmartRegs","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Real Estate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"Certification; Audit; Checklist; Quality assurance; Quality (philosophy); Efficient energy use; Renting; Quarter (Canadian coin); Control (management); Operations management; Business; Accounting; Engineering; Economics; Civil engineering; Management; Geography; Psychology","score_opus":0.01672700755174954,"score_gpt":0.33119668059107144,"score_spread":0.3144696730393219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251637533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785901,0.00015733468,0.00059322186,0.0019110095,0.000033182125,0.00026009738,0.0009933223,0.00003528505,0.01742652],"genre_scores_gemma":[0.9930876,0.00015028543,0.0010025228,0.00058384804,0.000020703788,0.000320005,0.0011848658,0.000017432109,0.003632594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.987748,0.0034109945,0.00082371535,0.0012481641,0.0039158748,0.002853165],"domain_scores_gemma":[0.9367962,0.009297678,0.01370778,0.002178998,0.03348783,0.0045315917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009212038,0.00022478642,0.00035413273,0.0010199856,0.0034233287,0.0022648382,0.0022792134,0.0016149168,0.0019155379],"category_scores_gemma":[0.029306766,0.00066534366,0.0002795271,0.0013217976,0.0016971786,0.0013918357,0.0021496764,0.0022780166,0.00033374556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002767517,0.0007873432,0.9556534,0.0001391985,0.00011808644,0.0001593408,0.0072395597,0.002386,0.0010310224,0.0013414341,0.009211193,0.02165668],"study_design_scores_gemma":[0.000010360906,0.0002476269,0.9886246,0.00004981138,0.000020266489,0.000014650442,0.0056626634,0.000513603,0.0004172458,0.000033850087,0.0043936493,0.000011691819],"about_ca_topic_score_codex":0.7120495,"about_ca_topic_score_gemma":0.8249259,"teacher_disagreement_score":0.7120495,"about_ca_system_score_codex":0.015493133,"about_ca_system_score_gemma":0.02113607,"threshold_uncertainty_score":0.5792926},"labels":[],"label_agreement":null},{"id":"W2254268862","doi":"10.6084/m9.figshare.1601881.v1","title":"Contrasting the differences in the micro-environment of green and conventional roofs in Toronto, Canada.","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Geography; Environmental science; Engineering","score_opus":0.028353522441751565,"score_gpt":0.21530720013130092,"score_spread":0.18695367768954935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254268862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312687,0.00031457588,0.0003125985,0.00014980129,0.000010345074,0.00002400652,0.0017355102,0.000018505145,0.004307719],"genre_scores_gemma":[0.9956903,0.00012199287,0.00043051256,0.000037225313,0.0000021046258,0.000009945146,0.00066883466,0.0000075454695,0.0030314736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99964035,0.000024522456,0.000007177811,0.000066613,0.00010424663,0.0001570814],"domain_scores_gemma":[0.99955827,0.00002932223,0.000052849013,0.000014691018,0.00019200695,0.00015281378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017984306,0.00024090709,0.00017263129,0.00054779847,0.002077566,0.0009782927,0.00050558976,0.00019640819,0.002645704],"category_scores_gemma":[0.0004838433,0.00021861069,0.00022775712,0.0011262842,0.00086794747,0.00019960651,0.00059609493,0.00023609822,0.00028208166],"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":[0.0008817988,0.00009465401,0.9074169,0.00024938057,0.00013203565,0.0012661945,0.014250084,0.0010983241,0.023118537,0.001617521,0.0067569376,0.04311779],"study_design_scores_gemma":[0.0000041233993,0.000024912571,0.9921042,0.000013113075,0.00001042941,0.000039255556,0.0046945647,0.0002491263,0.00045405308,0.000023332283,0.0023736393,0.000009343551],"about_ca_topic_score_codex":0.98978627,"about_ca_topic_score_gemma":0.9985359,"teacher_disagreement_score":0.02284285,"about_ca_system_score_codex":0.02284285,"about_ca_system_score_gemma":0.0115107475,"threshold_uncertainty_score":0.16573727},"labels":[],"label_agreement":null},{"id":"W2263916513","doi":"10.2172/1114148","title":"Energy Efficiency and Conservation Block Grant (EECBG): Better Buildings Neighborhood Program Final Report","year":2014,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Quarter (Canadian coin); Efficient energy use; Business; Operations management; Baseline (sea); Engineering; Geography; Political science","score_opus":0.0187057393056104,"score_gpt":0.25970497659749725,"score_spread":0.24099923729188685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263916513","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016363995,0.0011509985,0.001663246,0.035865072,0.008310307,0.004170169,0.12171104,0.0018044929,0.80896074],"genre_scores_gemma":[0.023823973,0.00076977053,0.002497216,0.0066711577,0.00049026794,0.0015145948,0.055076372,0.0004794133,0.9086773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982724,0.00013954837,0.000035278375,0.00014018144,0.0010777866,0.0003347796],"domain_scores_gemma":[0.9962835,0.0001872351,0.000060023292,0.00016717098,0.0021983022,0.0011039636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026205361,0.0006182271,0.00036982895,0.0007876393,0.002172879,0.0027303007,0.0016801896,0.0021861359,0.15494283],"category_scores_gemma":[0.0030225252,0.0004191861,0.00031669554,0.0006028811,0.00025957567,0.00083872356,0.0021183295,0.0023499103,0.04729193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006532028,0.0001914195,0.000876199,0.000042644107,0.000004394445,0.000021972439,0.000026560245,0.00006765773,0.00014593794,0.0010708226,0.9844774,0.01300962],"study_design_scores_gemma":[0.00008746695,0.00013447939,0.014909865,0.00011705319,0.000010915798,0.00002580441,0.00026737817,0.00024460582,0.00053832866,0.00025390656,0.9833941,0.000016212458],"about_ca_topic_score_codex":0.08090715,"about_ca_topic_score_gemma":0.18286188,"teacher_disagreement_score":0.15494283,"about_ca_system_score_codex":0.0029566798,"about_ca_system_score_gemma":0.019804515,"threshold_uncertainty_score":0.5183354},"labels":[],"label_agreement":null},{"id":"W2275769511","doi":"10.6007/ijarbss/v5-i7/1710","title":"The Study of The Environmental Sustainability of Rural Housing in Lorestan province, Iran","year":2015,"lang":"en","type":"article","venue":"International Journal of Academic Research in Business and Social Sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Sustainability; Business; Environmental planning; Geography","score_opus":0.07571347021050476,"score_gpt":0.39469755285044833,"score_spread":0.3189840826399436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275769511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972705,0.00027818518,0.00009906274,0.00017436632,0.000005279767,0.000016140672,0.00006620995,0.0000020739378,0.0020882206],"genre_scores_gemma":[0.99891365,0.0003218047,0.00030261936,0.000022121902,0.000008380039,0.000008450261,0.00006435363,6.8549963e-7,0.00035796815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969673,0.000076390694,0.000015500615,0.000025134512,0.00010725638,0.000079001096],"domain_scores_gemma":[0.9997402,0.00004192539,0.00007998034,0.000008944658,0.000098070246,0.000030847637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052225916,0.00021707885,0.00015140083,0.0011294144,0.00073766056,0.0005970752,0.00025166885,0.00014523817,0.0005615976],"category_scores_gemma":[0.00077598455,0.00008350512,0.00019949027,0.0012191422,0.00042834462,0.00035702987,0.0004024505,0.00015763966,0.000050614635],"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":[0.00006692616,0.00026331632,0.888345,0.00032340497,0.00006736331,0.0016336148,0.008786412,0.0011137184,0.001932358,0.0016210015,0.0016022653,0.094244644],"study_design_scores_gemma":[0.0000068530503,0.00014125247,0.96750176,0.000054873966,0.000027266273,0.00053614395,0.024997698,0.00064197497,0.00041467464,0.00033070458,0.005334332,0.000012343328],"about_ca_topic_score_codex":0.03720513,"about_ca_topic_score_gemma":0.06558781,"teacher_disagreement_score":0.03720513,"about_ca_system_score_codex":0.0011701249,"about_ca_system_score_gemma":0.0022291583,"threshold_uncertainty_score":0.07397717},"labels":[],"label_agreement":null},{"id":"W2279438498","doi":"","title":"Green Building Perception Matrix, A Theoretical Framework","year":2014,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Green building; Architectural engineering; Sustainability; Perception; Sustainable design; Quality (philosophy); Post-occupancy evaluation; Building design; Built environment; Environmental quality; Engineering; Business; Civil engineering; Psychology; Political science; Ecology","score_opus":0.005329120360997553,"score_gpt":0.25192526599491244,"score_spread":0.24659614563391488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279438498","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117023245,0.00292263,0.45767295,0.019973556,0.0005481766,0.0008244046,0.00090629555,0.00036395807,0.3997647],"genre_scores_gemma":[0.87925196,0.001136355,0.109084725,0.000647504,0.00010106623,0.00068818725,0.0003231878,0.000061997096,0.008705083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979552,0.0010384668,0.000081109334,0.00029568063,0.00049360556,0.00013588739],"domain_scores_gemma":[0.9973392,0.0012750754,0.00034766775,0.00012412084,0.000613515,0.00030050726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028789777,0.0007694066,0.00035149103,0.003685895,0.0022892503,0.004666941,0.0017323352,0.00095929846,0.007508054],"category_scores_gemma":[0.0047521293,0.00031885382,0.0007282225,0.0021604933,0.007693047,0.005209825,0.0024504017,0.0018026138,0.0009544029],"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":[0.000010520829,0.0000407398,0.0026553387,0.00008357048,0.0000101930045,0.00013621621,0.008961495,0.0008999123,0.00024202917,0.9698657,0.0019315276,0.01516281],"study_design_scores_gemma":[0.000016904844,0.0000878886,0.007639744,0.00034495784,0.000025169125,0.0006001344,0.031752937,0.0177145,0.0004230639,0.8457552,0.095595285,0.000044263434],"about_ca_topic_score_codex":0.007367653,"about_ca_topic_score_gemma":0.006018094,"teacher_disagreement_score":0.007508054,"about_ca_system_score_codex":0.0047070337,"about_ca_system_score_gemma":0.0029514257,"threshold_uncertainty_score":0.03415209},"labels":[],"label_agreement":null},{"id":"W2281291684","doi":"10.18192/clg-cgl.v3i1.187","title":"Local Agenda 21 and Culture: Lessons from the Czech Republic","year":2011,"lang":"en","type":"article","venue":"Culture and Local Governance","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Summit; Sustainable development; Earth Summit; Cohesion (chemistry); Czech; Political science; Sociology; Geography","score_opus":0.02085382084782069,"score_gpt":0.2333102571745975,"score_spread":0.2124564363267768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281291684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75609213,0.01417735,0.00097336335,0.021221012,0.00028336165,0.00022654772,0.00015052552,0.00003455111,0.20684107],"genre_scores_gemma":[0.9898112,0.0037899266,0.0003300739,0.00136056,0.000020156114,0.000027505803,0.00003363913,0.000021642265,0.004605369],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958903,0.0018892421,0.00020959604,0.00023769216,0.0005876688,0.0011855424],"domain_scores_gemma":[0.998156,0.0008146279,0.0002085504,0.000119770935,0.0002608285,0.00044021636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058055944,0.00049022475,0.0006378149,0.002097619,0.015399864,0.013339901,0.0016714751,0.0015449926,0.0026164711],"category_scores_gemma":[0.005237721,0.0005003368,0.00085351,0.0026698692,0.013296772,0.005812328,0.0111696115,0.0037049674,0.0002888553],"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":[0.00020985359,0.00048136554,0.02760097,0.0013706643,0.00013483156,0.008253631,0.5291776,0.0025851086,0.0013980416,0.33652738,0.013003701,0.07925685],"study_design_scores_gemma":[0.00008112726,0.00013012072,0.05287594,0.0017555589,0.00007964497,0.0006602463,0.7390796,0.0006160778,0.0006713303,0.020064391,0.18383692,0.00014911118],"about_ca_topic_score_codex":0.22106287,"about_ca_topic_score_gemma":0.32548022,"teacher_disagreement_score":0.22106287,"about_ca_system_score_codex":0.031610038,"about_ca_system_score_gemma":0.02317945,"threshold_uncertainty_score":0.4395523},"labels":[],"label_agreement":null},{"id":"W2292879638","doi":"10.5539/jsd.v9n2p1","title":"Comparison of Four Global Sustainable Building Rating Systems Carried out With Focus on Hot and Dry Climate","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rating system; Sustainability; Abu dhabi; Environmental economics; Business; Environmental resource management; Environmental design; Environmental planning; Sustainable development; Environmental quality; Environmental impact assessment; Environmental protection; Architectural engineering; Environmental science; Civil engineering; Geography; Engineering; Political science; Economics; Ecology","score_opus":0.015870946078179196,"score_gpt":0.26440053710007283,"score_spread":0.24852959102189365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292879638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92795515,0.00073184364,0.010843834,0.00023783915,0.00012502882,0.00060941133,0.002019298,0.00021977109,0.057257768],"genre_scores_gemma":[0.98563135,0.0003034201,0.009411666,0.000037775444,0.000012423339,0.00019602121,0.0016809531,0.00003644683,0.0026899672],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542505,0.002068827,0.00040432526,0.00033590206,0.0014506445,0.00031525842],"domain_scores_gemma":[0.989377,0.0034801564,0.0009849925,0.0009840175,0.0048188474,0.000355058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008067561,0.00052576774,0.0005247161,0.003995951,0.00052740856,0.0011733202,0.0003397127,0.00030634878,0.0019391296],"category_scores_gemma":[0.010676035,0.00017638654,0.0009730125,0.0050294898,0.00068220374,0.0013067126,0.0013232115,0.00043533542,0.00047546436],"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":[0.0022790194,0.00038681304,0.5084342,0.0013727098,0.00036010714,0.00030943862,0.011715888,0.011795659,0.0071622655,0.008706033,0.00786102,0.43961692],"study_design_scores_gemma":[0.000057285455,0.0017293406,0.9512011,0.0001695471,0.00017351829,0.00018273813,0.014138698,0.0061073694,0.0076297983,0.0012703959,0.017242752,0.00009754663],"about_ca_topic_score_codex":0.0077719274,"about_ca_topic_score_gemma":0.014327115,"teacher_disagreement_score":0.008067561,"about_ca_system_score_codex":0.0015938901,"about_ca_system_score_gemma":0.0009327875,"threshold_uncertainty_score":0.04266584},"labels":[],"label_agreement":null},{"id":"W2294187260","doi":"","title":"Engaging End Users in Green Building Design Software","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Architectural engineering; Green building; Process (computing); Exploratory research; Building design; End user; Engineering; Engineering design process; Software; Engineering management; Computer science; World Wide Web","score_opus":0.038114558038838446,"score_gpt":0.2579484995854929,"score_spread":0.21983394154665442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294187260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3859611,0.0005886074,0.5114872,0.0022496777,0.000056368255,0.0012473351,0.00044973852,0.0037111416,0.09424879],"genre_scores_gemma":[0.67181504,0.00081531843,0.29279286,0.0008565897,0.00003223019,0.0011245499,0.00075091777,0.00083635957,0.030976126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99212486,0.0058676987,0.00034747794,0.00034285404,0.0010072684,0.0003098514],"domain_scores_gemma":[0.9805134,0.015029461,0.00049451843,0.0016525156,0.0018271508,0.00048292702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009176266,0.00067421043,0.0005173501,0.0012590172,0.0012980687,0.0035162102,0.001284521,0.0011140397,0.008063928],"category_scores_gemma":[0.021332337,0.00048427543,0.0004945276,0.0010724242,0.0010299005,0.0036355911,0.003365109,0.0010373435,0.0030060501],"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":[0.00066660566,0.0015577807,0.021939518,0.001619566,0.00008157097,0.0030648308,0.27772546,0.006742656,0.057533972,0.03244104,0.01851926,0.57810783],"study_design_scores_gemma":[0.00026780466,0.0017850264,0.01413161,0.0014651413,0.00020214531,0.0023991952,0.1382481,0.037506282,0.054844264,0.03491874,0.7139481,0.0002835625],"about_ca_topic_score_codex":0.0014612601,"about_ca_topic_score_gemma":0.0035545235,"teacher_disagreement_score":0.009176266,"about_ca_system_score_codex":0.0011776654,"about_ca_system_score_gemma":0.00128962,"threshold_uncertainty_score":0.048529327},"labels":[],"label_agreement":null},{"id":"W2300094793","doi":"10.14288/1.0089944","title":"An analysis of North American green building strategies : factors that contribute to ecological comprehensiveness and mainstreamability","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Ecology; Geography; Environmental resource management; Environmental science; Biology","score_opus":0.008417649511381511,"score_gpt":0.20253875706921484,"score_spread":0.19412110755783332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300094793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8728006,0.00039147062,0.0012939875,0.0019861863,0.0000107432015,0.00011093878,0.00007662288,0.000011527795,0.12331791],"genre_scores_gemma":[0.99623615,0.00025638912,0.0005305524,0.00011539656,0.000003436763,0.000060131646,0.000045340472,0.000007347012,0.0027453024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956815,0.0016925953,0.00013441435,0.00035443567,0.0015798351,0.0005572877],"domain_scores_gemma":[0.9901904,0.0046448135,0.0015479834,0.0003611938,0.0026998105,0.0005558075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004513163,0.00020746152,0.00025797443,0.0026709312,0.0030671544,0.0057407725,0.0009395355,0.0005381028,0.0036612793],"category_scores_gemma":[0.012068257,0.00019515,0.00025685725,0.006179727,0.0035194897,0.0035396954,0.0024950884,0.00091565296,0.00018438871],"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":[0.0001613121,0.00048332676,0.34579337,0.0005352588,0.00015796273,0.00100972,0.2886169,0.0030675582,0.0015306427,0.22404145,0.0073546176,0.12724784],"study_design_scores_gemma":[0.0000124666885,0.00010375032,0.4504918,0.0003655107,0.000072900206,0.00013726632,0.47495383,0.0030944732,0.00066513964,0.01264912,0.05741433,0.000039420247],"about_ca_topic_score_codex":0.073487185,"about_ca_topic_score_gemma":0.20030962,"teacher_disagreement_score":0.073487185,"about_ca_system_score_codex":0.011307591,"about_ca_system_score_gemma":0.007132054,"threshold_uncertainty_score":0.14611888},"labels":[],"label_agreement":null},{"id":"W2300452487","doi":"10.1016/j.trd.2016.02.012","title":"Analyzing the sustainability performance of public transit","year":2016,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science","keywords":"Sustainability; Public transport; Transit (satellite); Transport engineering; Business; Environmental planning; Environmental science; Environmental economics; Engineering; Economics; Biology; Ecology","score_opus":0.03312567875087109,"score_gpt":0.27076372700269513,"score_spread":0.23763804825182405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300452487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980379,0.000022073098,0.0005035033,0.000033312703,0.0000017364569,0.000003727117,0.000047362384,0.000008606163,0.0013418593],"genre_scores_gemma":[0.999241,0.000016536644,0.00013685253,0.0000017159733,0.0000014919785,0.000001659976,0.00007831359,0.0000035084595,0.00051887886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996532,0.00009387146,0.000009468329,0.000044305933,0.00008073887,0.000118412434],"domain_scores_gemma":[0.9991893,0.00039035256,0.00010185388,0.00005743549,0.00021519429,0.00004575712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092900114,0.00045300645,0.00027380727,0.0007143013,0.0003895803,0.0011778981,0.00027270187,0.0005741661,0.002277414],"category_scores_gemma":[0.002062822,0.00013204575,0.00035660993,0.0009961943,0.00031384017,0.0008513096,0.00030703447,0.00027937922,0.00025507063],"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":[0.0015834506,0.0006326718,0.17970757,0.0001085356,0.0002378289,0.00029112506,0.00034882856,0.74549705,0.020228138,0.0069649047,0.0010851825,0.043314684],"study_design_scores_gemma":[0.000040711133,0.0010815747,0.121565156,0.000016636046,0.00018522382,0.000078267985,0.002054947,0.8475,0.020783488,0.0041647865,0.002497433,0.000031631087],"about_ca_topic_score_codex":0.032008078,"about_ca_topic_score_gemma":0.029389737,"teacher_disagreement_score":0.032008078,"about_ca_system_score_codex":0.0022686548,"about_ca_system_score_gemma":0.0014483519,"threshold_uncertainty_score":0.063643575},"labels":[],"label_agreement":null},{"id":"W2300872791","doi":"10.14288/1.0077961","title":"Life Cycle Assessment of Vanier Residence in University of British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Life-cycle assessment; Residence; Scope (computer science); Environmental impact assessment; Environmental science; Energy consumption; Primary energy; Engineering; Environmental engineering; Civil engineering; Environmental economics; Operations management; Energy (signal processing); Production (economics); Computer science; Mathematics; Statistics; Economics","score_opus":0.005069226248137765,"score_gpt":0.18013151213884943,"score_spread":0.17506228589071166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300872791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590846,0.0008188527,0.00063258415,0.00022196054,0.000015182692,0.00014228332,0.008735199,0.000050281116,0.030299056],"genre_scores_gemma":[0.96250045,0.0003816255,0.0006488666,0.00004156673,0.0000016954104,0.00005071372,0.003532542,0.000017639477,0.03282488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961144,0.000043224118,0.000012101579,0.00006875294,0.00017222537,0.00009223493],"domain_scores_gemma":[0.9990295,0.00004497686,0.000041124218,0.000023176714,0.0007588858,0.00010242511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039872815,0.00024714402,0.00023981556,0.0017350311,0.0016073227,0.0012481612,0.0009877646,0.0002155267,0.0058449656],"category_scores_gemma":[0.0010810199,0.00013419436,0.00022325516,0.0020412207,0.00020214198,0.00026035393,0.0006288691,0.00025291945,0.00076351414],"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":[0.00090726843,0.00026057026,0.75791216,0.00023363908,0.00012580083,0.00073683064,0.0064003807,0.0064805956,0.008957382,0.002085465,0.015765222,0.20013463],"study_design_scores_gemma":[0.00000690436,0.00012614095,0.96143997,0.00006957758,0.000038010032,0.000055343582,0.006501901,0.003950689,0.0023169948,0.00014546368,0.025315166,0.000033813434],"about_ca_topic_score_codex":0.9675538,"about_ca_topic_score_gemma":0.98976785,"teacher_disagreement_score":0.032446206,"about_ca_system_score_codex":0.020905891,"about_ca_system_score_gemma":0.008227767,"threshold_uncertainty_score":0.15168357},"labels":[],"label_agreement":null},{"id":"W2308619310","doi":"10.1016/j.scs.2016.03.011","title":"Portfolio retrofit evaluation: A methodology for optimizing a large number of building retrofits to achieve triple-bottom-line objectives","year":2016,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Portfolio; Scale (ratio); Triple bottom line; Retrofitting; Environmental economics; Benchmarking; Investment (military); Net present value; Engineering; Transport engineering; Risk analysis (engineering); Sustainability; Business; Production (economics); Economics; Finance","score_opus":0.030723815587612557,"score_gpt":0.32766348982154586,"score_spread":0.2969396742339333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308619310","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022918634,0.00028453732,0.9702405,0.0001193837,0.000029969571,0.00021110967,0.00023986919,0.00068118965,0.0052748313],"genre_scores_gemma":[0.34998375,0.00031146038,0.6449048,0.000086015454,0.000047271496,0.00052146864,0.0005861568,0.00021451173,0.003344662],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99792504,0.00078299077,0.000096479074,0.0002232194,0.0008180681,0.00015411609],"domain_scores_gemma":[0.9982286,0.0008617039,0.00020444124,0.00016959658,0.00046748004,0.00006827417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036756108,0.00263968,0.002103328,0.003275661,0.0006700695,0.0018446074,0.0016521676,0.001207904,0.004964275],"category_scores_gemma":[0.0066059795,0.00084908743,0.0012903117,0.002634548,0.00055956905,0.0020581677,0.0014436253,0.0008939634,0.00057578384],"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":[0.0001173567,0.00017811026,0.0030416506,0.00018681359,0.0001960424,0.00010020395,0.00005494431,0.7774624,0.0024252036,0.008774711,0.0018447039,0.20561782],"study_design_scores_gemma":[0.000014849946,0.00011255383,0.0005095768,0.000021268705,0.000049368333,0.00004204426,0.00002753903,0.9913216,0.0018169045,0.0049585295,0.0011115484,0.00001421099],"about_ca_topic_score_codex":0.003282033,"about_ca_topic_score_gemma":0.004677192,"teacher_disagreement_score":0.004964275,"about_ca_system_score_codex":0.0009914156,"about_ca_system_score_gemma":0.0020781623,"threshold_uncertainty_score":0.019438744},"labels":[],"label_agreement":null},{"id":"W2312294820","doi":"10.5558/tfc2012-111","title":"Construction professionals’ environmental perceptions of lumber, concrete and steel in Japan and China","year":2012,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Foreign Agricultural Service; FPInnovations; U.S. Department of Agriculture","keywords":"China; Sustainability; Resource (disambiguation); Business; Carbon footprint; Environmental pollution; Environmental impact assessment; Perception; Environmental economics; Renewable energy; Environmental science; Engineering; Environmental protection; Greenhouse gas; Geography; Psychology","score_opus":0.005557744936105324,"score_gpt":0.22483019667236054,"score_spread":0.2192724517362552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312294820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99956256,0.000027973343,0.0000084364265,0.000047836875,0.0000013790959,0.0000020851849,0.0000064329356,4.0552774e-7,0.00034285526],"genre_scores_gemma":[0.99901295,0.00011572427,0.00003196144,0.0000747455,0.0000030986523,0.00000787621,0.000029211444,0.0000010795115,0.0007233016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896955,0.0001785028,0.000082426326,0.000106114836,0.00024646238,0.0004168617],"domain_scores_gemma":[0.99748445,0.00036678024,0.00056293374,0.000055662134,0.00040657495,0.0011236572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015227341,0.00030331966,0.00033726808,0.0013360534,0.0019047535,0.0011814423,0.00022301475,0.0006400418,0.002246995],"category_scores_gemma":[0.0019359723,0.00032151103,0.00041054943,0.0013220173,0.0013396918,0.00067975407,0.00158857,0.00041553658,0.00020031769],"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":[0.00021693596,0.00023864371,0.79173774,0.00013340398,0.000028436116,0.00078908907,0.18973264,0.0002068875,0.003780149,0.00029402805,0.0007851287,0.012056805],"study_design_scores_gemma":[0.000011240473,0.0001943624,0.844812,0.00003847948,0.000015485706,0.00013754678,0.15265033,0.0002542605,0.00028539414,0.000037396596,0.0015371322,0.000026405152],"about_ca_topic_score_codex":0.12653369,"about_ca_topic_score_gemma":0.18531126,"teacher_disagreement_score":0.12653369,"about_ca_system_score_codex":0.0024775206,"about_ca_system_score_gemma":0.0022441477,"threshold_uncertainty_score":0.25159436},"labels":[],"label_agreement":null},{"id":"W2312299303","doi":"10.1061/40792(173)202","title":"Low Impact Development (LID) Retrofit Strategies for CSO Controls","year":2005,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Impact","funders":"","keywords":"Redevelopment; Incentive; Plan (archaeology); Quality (philosophy); Incentive program; Urban planning; Environmental planning; Scale (ratio); Business; Engineering; Civil engineering; Environmental science","score_opus":0.011583348647315514,"score_gpt":0.2659652934550889,"score_spread":0.2543819448077734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312299303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42232615,0.0005363545,0.08473375,0.002742314,0.0001377622,0.0036393579,0.0006202933,0.00089031423,0.48437372],"genre_scores_gemma":[0.9153512,0.00028769154,0.036553808,0.00023522433,0.000010092121,0.0005556512,0.00032710654,0.000055646167,0.04662361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988432,0.00026125164,0.00004160003,0.00012005106,0.00041415976,0.00031981664],"domain_scores_gemma":[0.99923337,0.00013642211,0.00010245246,0.00007469934,0.0002484655,0.00020455707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013596028,0.0005638312,0.00014814554,0.001483808,0.0016116919,0.0026939875,0.0011026453,0.0006344186,0.0119650485],"category_scores_gemma":[0.0014980607,0.00023069888,0.000461354,0.0007269429,0.000916853,0.0011028217,0.002342681,0.00074609584,0.0005997456],"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":[0.00060295855,0.0026930112,0.047003794,0.0006045033,0.00005653448,0.0012546337,0.002521519,0.15186594,0.017172888,0.18619859,0.037578233,0.5524473],"study_design_scores_gemma":[0.00049352145,0.0041580815,0.062087547,0.00070028304,0.00017268528,0.0007222493,0.015955828,0.25651306,0.030393142,0.038240563,0.5903703,0.00019276547],"about_ca_topic_score_codex":0.028455134,"about_ca_topic_score_gemma":0.08639762,"teacher_disagreement_score":0.028455134,"about_ca_system_score_codex":0.005447577,"about_ca_system_score_gemma":0.0068604113,"threshold_uncertainty_score":0.056578994},"labels":[],"label_agreement":null},{"id":"W2313768607","doi":"10.1061/9780784478745.071","title":"Marrying Cost-Benefit Analysis (CBA) with BIM (CBA-BIM)","year":2014,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Centre for Social Innovation","funders":"","keywords":"Sustainability; Building information modeling; Transparency (behavior); Equity (law); Social equality; Consistency (knowledge bases); Business; Environmental economics; Risk analysis (engineering); Engineering; Computer science; Operations management; Economics","score_opus":0.007068221153035448,"score_gpt":0.21055961930329756,"score_spread":0.2034913981502621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313768607","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048596845,0.0015763204,0.9672559,0.0019475729,0.00020056343,0.0003088145,0.00060707686,0.00083797704,0.022406036],"genre_scores_gemma":[0.14152515,0.0022961327,0.85109556,0.00049696513,0.0001235536,0.00063398504,0.0006354723,0.0005466778,0.002646611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97837013,0.010959837,0.00085512415,0.0010096651,0.008252022,0.00055324764],"domain_scores_gemma":[0.96798205,0.019817065,0.0021370878,0.0053470954,0.0042809085,0.00043574453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018413179,0.0027658932,0.0025416368,0.010429966,0.0020467853,0.00961278,0.0032191684,0.002886645,0.0083859945],"category_scores_gemma":[0.03915624,0.0018217198,0.0036304663,0.010373917,0.0035952663,0.0086979335,0.0069622034,0.004645304,0.0017429489],"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":[0.000081737206,0.00017916053,0.0025670158,0.0009514958,0.0005608672,0.00012677538,0.00039451552,0.20866492,0.0015453944,0.5299922,0.011632913,0.24330299],"study_design_scores_gemma":[0.000037931368,0.00012787196,0.0015144249,0.0005830096,0.00025107941,0.0002784956,0.00038272023,0.3852163,0.0027158698,0.53021103,0.078462005,0.00021927216],"about_ca_topic_score_codex":0.0139962025,"about_ca_topic_score_gemma":0.014675185,"teacher_disagreement_score":0.018413179,"about_ca_system_score_codex":0.005377848,"about_ca_system_score_gemma":0.0060755555,"threshold_uncertainty_score":0.09737933},"labels":[],"label_agreement":null},{"id":"W2314451367","doi":"10.5465/ambpp.2009.44244525","title":"TOWARD ASSESSING FINANCIAL RETURNS FROM GREEN STRUCTURAL AND INFRASTRUCTURAL EXPENDITURES.","year":2009,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Audit; Government (linguistics); Business; Finance; Financial management; Environmental economics; Public economics; Economics; Environmental resource management; Accounting","score_opus":0.013877681425380846,"score_gpt":0.2519679081214712,"score_spread":0.23809022669609034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314451367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262147,0.0022165917,0.025409343,0.0025368258,0.00011990039,0.00046706182,0.008069994,0.00016395365,0.034801584],"genre_scores_gemma":[0.9785373,0.0006539792,0.014476566,0.00024840533,0.000050045895,0.00018253362,0.0032607222,0.00002441828,0.002566008],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599177,0.0012263291,0.00036827958,0.0002340992,0.0018454187,0.00033402338],"domain_scores_gemma":[0.96910673,0.010503118,0.01003864,0.0012908666,0.007548381,0.0015122643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089782765,0.001152829,0.00049087027,0.008154629,0.0006016587,0.002929125,0.0010855007,0.0008808736,0.0025057266],"category_scores_gemma":[0.04620835,0.00018571774,0.0008137402,0.008554204,0.0011170731,0.0037430637,0.0019685642,0.0012552525,0.0007486409],"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":[0.00033952328,0.00032604273,0.8782884,0.00018562851,0.00035286052,0.00012912623,0.0002753758,0.015678326,0.0008014121,0.012962025,0.0027603917,0.08790095],"study_design_scores_gemma":[0.000023574861,0.00067363377,0.95229137,0.00014085042,0.0001696453,0.000193084,0.0016277967,0.020670667,0.0014863007,0.012482518,0.010174263,0.00006625557],"about_ca_topic_score_codex":0.042118363,"about_ca_topic_score_gemma":0.059884332,"teacher_disagreement_score":0.042118363,"about_ca_system_score_codex":0.0036053585,"about_ca_system_score_gemma":0.0034007665,"threshold_uncertainty_score":0.08374643},"labels":[],"label_agreement":null},{"id":"W2317864747","doi":"10.1061/40754(183)24","title":"A Prototype E-Society Portal: Using a Semantic Model to Represent Sustainability Aspects of Highway Projects to Local Communities","year":2005,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Ontology; Sustainability; Compendium; Vocabulary; Set (abstract data type); Knowledge management; World Wide Web; Geography; Ecology","score_opus":0.031075654620020165,"score_gpt":0.29135291509177413,"score_spread":0.260277260471754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317864747","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055974927,0.00014445568,0.8853607,0.0022141994,0.00016420695,0.0011268319,0.0020581665,0.021142473,0.031813942],"genre_scores_gemma":[0.21671529,0.0003816047,0.7619958,0.0004067953,0.000036399873,0.0008181989,0.0036558812,0.00065515994,0.015334823],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952257,0.00021836344,0.000049941504,0.00006145535,0.00010969474,0.000037924605],"domain_scores_gemma":[0.99904376,0.00041141652,0.00005223371,0.00022856495,0.00014480129,0.00011914414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013412277,0.00036856963,0.00035795037,0.00088349235,0.001085827,0.0027786528,0.0012533045,0.0018727472,0.007527676],"category_scores_gemma":[0.002810625,0.0003307447,0.00071385084,0.0013621022,0.0008205539,0.0063168,0.0021897408,0.0010933423,0.0013922792],"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":[0.000769814,0.002627029,0.012044011,0.0012894166,0.0001609443,0.0025612745,0.01133631,0.05443672,0.025605924,0.35175395,0.076564245,0.46085033],"study_design_scores_gemma":[0.00035965227,0.000407302,0.0028843598,0.00035161286,0.00011881832,0.0010781884,0.0040724804,0.38444424,0.010313013,0.11468389,0.48112965,0.00015678426],"about_ca_topic_score_codex":0.0072022593,"about_ca_topic_score_gemma":0.010998259,"teacher_disagreement_score":0.007527676,"about_ca_system_score_codex":0.00091220473,"about_ca_system_score_gemma":0.0015332199,"threshold_uncertainty_score":0.025182605},"labels":[],"label_agreement":null},{"id":"W2322576112","doi":"10.1021/es1041332","title":"LEED, Energy Savings, and Carbon Abatement: Related but Not Synonymous","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Carbon fibers; Energy (signal processing); Environmental science; Waste management; Chemistry; Materials science; Engineering; Statistics; Mathematics","score_opus":0.005604637195471402,"score_gpt":0.1751764187803629,"score_spread":0.1695717815848915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322576112","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024471827,0.6547109,0.017371079,0.09497604,0.006286572,0.00005011069,0.00030428023,0.0000827902,0.20174646],"genre_scores_gemma":[0.59176546,0.34005213,0.009665023,0.025606256,0.0077094496,0.0001378115,0.00021447013,0.000111917034,0.024737488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971853,0.0012070083,0.00019767591,0.00041441128,0.00077715423,0.00021834973],"domain_scores_gemma":[0.9951042,0.003310592,0.000620725,0.00019913992,0.0005548556,0.00021045025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019468913,0.0005732928,0.00087149604,0.0029698296,0.0013299228,0.006487726,0.0008939872,0.004645791,0.00876972],"category_scores_gemma":[0.0059289555,0.0002684557,0.00043310726,0.0065756864,0.015175937,0.009014212,0.0030703666,0.0045147063,0.0010274672],"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":[0.00007103127,0.00006604918,0.0017686216,0.0007487576,0.000032395645,0.00015220365,0.0006746204,0.0007101186,0.00024776155,0.90554994,0.011178945,0.07879953],"study_design_scores_gemma":[0.00001957288,0.00008552027,0.0059721563,0.0015854995,0.00003837414,0.0008348998,0.0031980465,0.0011622092,0.0004574129,0.7576916,0.22887713,0.000077531644],"about_ca_topic_score_codex":0.0035763872,"about_ca_topic_score_gemma":0.0037662867,"teacher_disagreement_score":0.00876972,"about_ca_system_score_codex":0.0031974262,"about_ca_system_score_gemma":0.0012136901,"threshold_uncertainty_score":0.029337645},"labels":[],"label_agreement":null},{"id":"W2323392942","doi":"10.1061/9780784412909.019","title":"Building Science Integrated Systems Methodological Framework","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Computer science; Vocabulary; Knowledge base; Premise; Leverage (statistics); Building design; Set (abstract data type); Data science; Knowledge management; Systems engineering; Architectural engineering; Artificial intelligence; Engineering","score_opus":0.04875129650739328,"score_gpt":0.32170570793305514,"score_spread":0.27295441142566185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323392942","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008845778,0.0027415634,0.92546403,0.0046766973,0.00030304593,0.00036443415,0.00055482145,0.00030045712,0.06471034],"genre_scores_gemma":[0.09220663,0.0071138367,0.8755341,0.0015594384,0.00057754305,0.0023692783,0.001284337,0.00028791357,0.019066945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930281,0.004157641,0.0005117808,0.0007843532,0.0012462306,0.00027188254],"domain_scores_gemma":[0.99562436,0.001993829,0.00027163164,0.00080098026,0.0011030723,0.00020607101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010794823,0.0016402706,0.0015430541,0.0050689965,0.0019571213,0.008097302,0.0059141745,0.003241494,0.011516407],"category_scores_gemma":[0.006492171,0.00072598783,0.0026192789,0.0053289086,0.0072167404,0.0063074003,0.005353456,0.005078716,0.0034083542],"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":[0.0000014200399,0.000006536995,0.000042791886,0.000081548525,0.000012769043,0.000019768047,0.00011772905,0.0037158034,0.000038120048,0.9916647,0.0007620019,0.0035368854],"study_design_scores_gemma":[0.00000662369,0.000012222911,0.000060210576,0.00017186454,0.000017130367,0.000034421784,0.00019106289,0.01517437,0.00014480052,0.9069332,0.07724207,0.00001200352],"about_ca_topic_score_codex":0.009177749,"about_ca_topic_score_gemma":0.00609923,"teacher_disagreement_score":0.011516407,"about_ca_system_score_codex":0.009284912,"about_ca_system_score_gemma":0.009964081,"threshold_uncertainty_score":0.06736708},"labels":[],"label_agreement":null},{"id":"W2328760277","doi":"10.3384/ecp110573153","title":"Integrated Community Energy Modelling: Developing Map-Based Models to Support Energy and Emissions Planning in Canadian Communities","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Energy consumption; Energy management; Order (exchange); Energy (signal processing); Efficient energy use; Identification (biology); Adaptation (eye); Computer science; Perspective (graphical); Knowledge management; Environmental economics; Business; Process management; Engineering","score_opus":0.07053311494048883,"score_gpt":0.243600533919559,"score_spread":0.17306741897907016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328760277","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24132155,0.0009357602,0.6621845,0.001344696,0.00023858866,0.0007359499,0.0070818313,0.008160721,0.07799642],"genre_scores_gemma":[0.68061984,0.0008121645,0.2992022,0.000083109415,0.0000244597,0.000442509,0.0034297665,0.0006810194,0.014704958],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997435,0.000046356727,0.000013067001,0.00004641344,0.00010013568,0.000050536357],"domain_scores_gemma":[0.9995447,0.00012759022,0.000019696428,0.000035961744,0.0002201267,0.00005194002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056602375,0.0009517541,0.0005176372,0.0010826611,0.0020704267,0.0019272271,0.0019275371,0.0012392328,0.006620772],"category_scores_gemma":[0.0020573998,0.0005622175,0.0010616594,0.0015804538,0.0004471758,0.0015233794,0.0015052338,0.0006754224,0.00080920017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003393584,0.000060387658,0.0022581173,0.00007518864,0.000035413308,0.0000711356,0.00021170476,0.9653586,0.0005355541,0.005386741,0.0018534918,0.02411976],"study_design_scores_gemma":[0.000015716878,0.0000071838967,0.00037341678,0.000013090855,0.00001039616,0.00001042696,0.0001319327,0.9929595,0.00030906516,0.0015389407,0.004613202,0.000017049595],"about_ca_topic_score_codex":0.85561347,"about_ca_topic_score_gemma":0.8657929,"teacher_disagreement_score":0.14438653,"about_ca_system_score_codex":0.0058307243,"about_ca_system_score_gemma":0.012732397,"threshold_uncertainty_score":0.29047364},"labels":[],"label_agreement":null},{"id":"W2330520911","doi":"10.1115/imece2012-93116","title":"Examining the LEED Rating System Using Approximate Inverse Optimization","year":2012,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Certification; Environmental design; Inverse; Curse of dimensionality; Green building; Inverse problem; Computer science; Point (geometry); Order (exchange); Surface (topology); Architectural engineering; Industrial engineering; Mathematical optimization; Mathematics; Engineering; Artificial intelligence; Economics; Geometry; Civil engineering; Mathematical analysis","score_opus":0.03786380531369686,"score_gpt":0.23641639289140134,"score_spread":0.1985525875777045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330520911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5705985,0.00032919444,0.41023323,0.0012025826,0.00004716656,0.0001602222,0.00083819556,0.0002893819,0.01630158],"genre_scores_gemma":[0.9434429,0.00006601497,0.0542028,0.000062841435,0.000010641754,0.00006338542,0.0005059164,0.0000479487,0.001597452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99711466,0.0016820901,0.00011516868,0.00044326618,0.00047130254,0.00017353322],"domain_scores_gemma":[0.9921441,0.005151035,0.0007219329,0.0006590615,0.0012122417,0.00011155909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049192864,0.0004405832,0.00090183725,0.001498326,0.00059368834,0.0022290768,0.00092254934,0.0011709365,0.0029524993],"category_scores_gemma":[0.026790846,0.0005974176,0.0007174159,0.0013595064,0.0011480127,0.0022337788,0.001069022,0.001233597,0.0003855],"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":[0.00011071894,0.00007951047,0.026007643,0.00007693678,0.00005015648,0.00013161133,0.00026336743,0.8971838,0.0006804677,0.03785201,0.0017577984,0.035805993],"study_design_scores_gemma":[0.0000042064303,0.000012756913,0.0027479015,0.0000068110357,0.0000029991959,0.00001744588,0.00006176377,0.99169636,0.00012567948,0.004861226,0.00044902493,0.000013769144],"about_ca_topic_score_codex":0.031871498,"about_ca_topic_score_gemma":0.019329581,"teacher_disagreement_score":0.031871498,"about_ca_system_score_codex":0.0028589147,"about_ca_system_score_gemma":0.0010920282,"threshold_uncertainty_score":0.06337196},"labels":[],"label_agreement":null},{"id":"W2330927666","doi":"10.1061/9780784479681.019","title":"Green Building Design as If People Mattered","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affordance; Sustainability; Footprint; Architectural engineering; Greenhouse gas; Efficient energy use; Environmental economics; Business; Energy (signal processing); Environmental planning; Geography; Computer science; Engineering; Economics","score_opus":0.027230344832563428,"score_gpt":0.2559420091886168,"score_spread":0.2287116643560534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330927666","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102560066,0.011387999,0.053817,0.13952826,0.006901745,0.0002651344,0.00029329548,0.00030372545,0.6849428],"genre_scores_gemma":[0.8657174,0.0033166923,0.008734937,0.017386202,0.0004400917,0.00017909514,0.00008427203,0.00023991213,0.10390148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99281573,0.0041192016,0.00016046176,0.0009427898,0.0012759614,0.0006857853],"domain_scores_gemma":[0.997767,0.0007602589,0.00013703328,0.00042463097,0.0005292617,0.00038181726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062550292,0.00057951093,0.0005596106,0.00062963314,0.0032794087,0.008704037,0.00087877683,0.002650468,0.011663637],"category_scores_gemma":[0.006591957,0.00025878617,0.00044275098,0.00086110906,0.017797828,0.0058920854,0.0033247264,0.002804424,0.0016615277],"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":[0.00010067288,0.00010839287,0.0074502486,0.0004488811,0.00004855411,0.0001531976,0.02692244,0.0011946469,0.00094516296,0.8464493,0.025719037,0.090459496],"study_design_scores_gemma":[0.00003215629,0.00013142526,0.0035790002,0.00085720513,0.00005915609,0.00017742725,0.021088418,0.0005619247,0.0011909613,0.3113342,0.6609405,0.000047573525],"about_ca_topic_score_codex":0.005757347,"about_ca_topic_score_gemma":0.011079027,"teacher_disagreement_score":0.011663637,"about_ca_system_score_codex":0.0050969524,"about_ca_system_score_gemma":0.002972639,"threshold_uncertainty_score":0.03901881},"labels":[],"label_agreement":null},{"id":"W2334192779","doi":"10.1061/41204(426)75","title":"Measuring the Sustainability of Existing Communities Using LEED for Neighbourhood Development (LEED-ND) Rating System","year":2012,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sustainability; Sustainable development; Neighbourhood (mathematics); Rating system; Environmental economics; Business; Environmental design; Sustainable community; Environmental resource management; Environmental planning; Geography; Environmental science; Political science; Engineering; Civil engineering; Economics; Ecology","score_opus":0.08829812522905416,"score_gpt":0.2867704558858516,"score_spread":0.19847233065679742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334192779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128838,0.00022905855,0.027810743,0.00016505927,0.000050170474,0.0017420888,0.007068727,0.0004134301,0.049636934],"genre_scores_gemma":[0.92797005,0.00028886955,0.059917446,0.000041901974,0.000005475678,0.0010581954,0.0044396813,0.000023619818,0.0062547713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996582,0.00066233653,0.00043250254,0.00020945614,0.0019410871,0.00017258649],"domain_scores_gemma":[0.99398416,0.00091871305,0.00069894065,0.00037461636,0.0036771432,0.00034636786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027814633,0.0003521172,0.0004945332,0.0037706369,0.0010510895,0.0015540658,0.0006280117,0.00035321192,0.0027654949],"category_scores_gemma":[0.0063755424,0.0001601109,0.0005845212,0.00341531,0.0004755682,0.00090904644,0.0015789557,0.00037704004,0.000644494],"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":[0.00031734322,0.0004630773,0.79894716,0.00051674567,0.00014898392,0.00029727287,0.0038480833,0.0070635914,0.0063300296,0.002494258,0.006402814,0.17317066],"study_design_scores_gemma":[0.000038996885,0.00049563573,0.9421966,0.00014897884,0.000077442375,0.00020949861,0.012670716,0.018562179,0.00646741,0.0013057328,0.017689927,0.00013690586],"about_ca_topic_score_codex":0.07376438,"about_ca_topic_score_gemma":0.21594954,"teacher_disagreement_score":0.07376438,"about_ca_system_score_codex":0.0029202143,"about_ca_system_score_gemma":0.0017120643,"threshold_uncertainty_score":0.14667004},"labels":[],"label_agreement":null},{"id":"W2340433181","doi":"10.14288/1.0099086","title":"Sustainability and the urban landscape: introduction of a qualitative assessment tool for understanding and enhancing sustainability in urban open space","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Urban sustainability; Environmental planning; Space (punctuation); Environmental resource management; Sustainability organizations; Social sustainability; Geography; Computer science; Environmental science; Ecology","score_opus":0.011660074622731236,"score_gpt":0.2490049640375736,"score_spread":0.23734488941484236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340433181","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25310114,0.0014062382,0.6173368,0.023093281,0.00069264777,0.016241472,0.0024151404,0.00078634947,0.084926926],"genre_scores_gemma":[0.4823363,0.0011415129,0.47923136,0.002021166,0.00006282474,0.0242669,0.0005086478,0.0002309152,0.010200312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9758163,0.020961788,0.0005941083,0.00048331442,0.0016126176,0.0005319076],"domain_scores_gemma":[0.96309066,0.030040575,0.00125563,0.0011827166,0.0033958172,0.0010346103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037955485,0.0006435142,0.0004598934,0.0030850382,0.0030693086,0.0047566104,0.0015606625,0.0011735684,0.0039427057],"category_scores_gemma":[0.024407698,0.00044116273,0.000579683,0.0025943678,0.008375905,0.0047120904,0.007351291,0.0019429668,0.00043280143],"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":[0.00011533452,0.00034961724,0.0067020864,0.0021934684,0.00001877887,0.0007236276,0.6525463,0.0020854252,0.004929467,0.12100902,0.0096057765,0.19972113],"study_design_scores_gemma":[0.00007648668,0.00051414745,0.0051725297,0.0028921543,0.000031362357,0.0008617185,0.63307154,0.0062854546,0.004500315,0.081294835,0.265137,0.00016250754],"about_ca_topic_score_codex":0.0023821748,"about_ca_topic_score_gemma":0.004043391,"teacher_disagreement_score":0.037955485,"about_ca_system_score_codex":0.004039731,"about_ca_system_score_gemma":0.007136887,"threshold_uncertainty_score":0.20073014},"labels":[],"label_agreement":null},{"id":"W2344708641","doi":"10.14288/1.0067858","title":"An evaluation of neighbourhood sustainability assessment frameworks using ecosystem characteristics and principles of systems resilience as the evaluation criteria","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Resilience (materials science); Environmental resource management; Neighbourhood (mathematics); Ecosystem; Psychological resilience; Environmental planning; Risk analysis (engineering); Business; Environmental science; Ecology; Psychology; Mathematics; Social psychology","score_opus":0.01883411541699636,"score_gpt":0.2694627393102696,"score_spread":0.25062862389327323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344708641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4442305,0.0020027675,0.3586012,0.0029255375,0.00028172435,0.0055555715,0.0012237338,0.00083257665,0.18434633],"genre_scores_gemma":[0.7675227,0.0005631696,0.22769792,0.000092425624,0.000019510353,0.0018495591,0.00048057182,0.000077047654,0.001697093],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.92073244,0.039905902,0.0038212622,0.0017554503,0.031797282,0.0019875823],"domain_scores_gemma":[0.91317093,0.040676825,0.0063173436,0.0043613436,0.03347122,0.002002269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08724855,0.0014639659,0.0015131047,0.012521539,0.002886394,0.008849387,0.002379244,0.0013976549,0.0034919146],"category_scores_gemma":[0.11537079,0.00066367676,0.0018691747,0.007607647,0.0038808081,0.0077056675,0.006343311,0.0016682746,0.00031969484],"study_design_candidate":"qualitative","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":[0.0007418251,0.0009452599,0.050207112,0.0015239507,0.0006115723,0.00027236543,0.0060665645,0.20634304,0.0018057176,0.35575238,0.005686163,0.37004402],"study_design_scores_gemma":[0.00038929324,0.0040064706,0.0546634,0.0046359473,0.00080667855,0.00051129924,0.03337688,0.6316914,0.008094173,0.19899467,0.062142476,0.0006873338],"about_ca_topic_score_codex":0.013216509,"about_ca_topic_score_gemma":0.018102191,"teacher_disagreement_score":0.08724855,"about_ca_system_score_codex":0.012794288,"about_ca_system_score_gemma":0.013221584,"threshold_uncertainty_score":0.46141994},"labels":[],"label_agreement":null},{"id":"W2356983581","doi":"","title":"Ecological Residence Innovation and City Planning and Development","year":2006,"lang":"en","type":"article","venue":"Journal of Jiaxing University","topic":"Sustainable Building Design and Assessment","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":"Residence; Bottleneck; Quarter (Canadian coin); Enlightenment; Urban planning; Dialectic; Scale (ratio); Environmental planning; Geography; Ecology; Sociology; Civil engineering; Engineering; Operations management","score_opus":0.017855618947793136,"score_gpt":0.2176797023471286,"score_spread":0.19982408339933547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356983581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15893744,0.012052344,0.07387539,0.026405511,0.00026127114,0.00007183912,0.00011334638,0.00016486518,0.728118],"genre_scores_gemma":[0.9697333,0.002388758,0.006570647,0.00029894675,0.000052490086,0.000034006047,0.000024110173,0.000015337906,0.02088244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856937,0.00071230164,0.000043957305,0.00017699377,0.00024986608,0.00024749895],"domain_scores_gemma":[0.9991171,0.00039800743,0.00010592948,0.000087352964,0.00013301468,0.00015865664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015914692,0.00015045733,0.00022214276,0.0007839309,0.0020846892,0.0032487465,0.00062904414,0.0006741803,0.0042914646],"category_scores_gemma":[0.0017993588,0.00012859801,0.00020864244,0.0014345755,0.011602452,0.0025280602,0.0034316403,0.001123144,0.00027453605],"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":[0.0000064483093,0.000009710794,0.00097265217,0.00002686857,0.0000032030066,0.000049552615,0.0014844378,0.0015659982,0.00005488977,0.977976,0.0007086758,0.017141575],"study_design_scores_gemma":[0.000018875415,0.000091368776,0.0066809133,0.00019079755,0.000014988823,0.00030082004,0.007241572,0.0049148733,0.00070370454,0.62125593,0.35854152,0.00004455312],"about_ca_topic_score_codex":0.00996434,"about_ca_topic_score_gemma":0.018343074,"teacher_disagreement_score":0.00996434,"about_ca_system_score_codex":0.0054463735,"about_ca_system_score_gemma":0.004226467,"threshold_uncertainty_score":0.03951639},"labels":[],"label_agreement":null},{"id":"W2372983696","doi":"","title":"Study on Evaluation Index System for Green Ecological Building in Inner Mongolia","year":2012,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Inner mongolia; Operability; Index (typography); Environmental resource management; Evaluation methods; Green building; China; Environmental science; Ecology; Geography; Civil engineering; Computer science; Architectural engineering; Engineering; Reliability engineering","score_opus":0.04449219645487324,"score_gpt":0.3181258276648272,"score_spread":0.273633631209954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372983696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750847,0.00016549505,0.016123503,0.00006791786,0.000017322911,0.00014948238,0.00018159702,0.00005548282,0.008154537],"genre_scores_gemma":[0.99130976,0.000083036364,0.007401074,0.0000069971625,0.0000053346403,0.000089092915,0.00028227177,0.0000066696175,0.00081573817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982874,0.00080302,0.00012199316,0.00014012631,0.00044725195,0.00020023834],"domain_scores_gemma":[0.99871564,0.00040691879,0.000096523196,0.00007376746,0.0006281336,0.00007900248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003880886,0.0003174077,0.00034030882,0.0018920377,0.0006699264,0.0015565384,0.00040904852,0.00024230237,0.0011779021],"category_scores_gemma":[0.0038466475,0.00012129817,0.00033775976,0.0016972286,0.00034954207,0.000952307,0.0005622323,0.0002768882,0.00013940725],"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":[0.0014503229,0.0010416901,0.47936332,0.00081660954,0.0002927427,0.0006167988,0.00641243,0.12806126,0.040745355,0.04797885,0.006910646,0.28630996],"study_design_scores_gemma":[0.00011396694,0.0012307034,0.37687117,0.00008630911,0.00018960366,0.00025606054,0.005016342,0.5842787,0.018179135,0.0036911455,0.009982168,0.00010468222],"about_ca_topic_score_codex":0.020511031,"about_ca_topic_score_gemma":0.009800747,"teacher_disagreement_score":0.020511031,"about_ca_system_score_codex":0.0019851916,"about_ca_system_score_gemma":0.001581442,"threshold_uncertainty_score":0.040783286},"labels":[],"label_agreement":null},{"id":"W2376033481","doi":"10.14288/1.0050875","title":"Emergy-based sustainability rating system for buildings : case study of Canada","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Emergy; Sustainability; Rating system; Environmental Sustainability Index; Environmental resource management; Architectural engineering; Environmental science; Environmental economics; Engineering; Economics","score_opus":0.014842527359127543,"score_gpt":0.2667371233057708,"score_spread":0.25189459594664326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376033481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96155053,0.00053097174,0.009303606,0.0007965658,0.000025047133,0.0007086861,0.0016767177,0.00014406716,0.025263777],"genre_scores_gemma":[0.97561806,0.0005830161,0.014430748,0.00006413506,0.000005474116,0.0001041871,0.0009816596,0.00004095924,0.00817174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987198,0.00023597696,0.000060510505,0.000108992375,0.0005721641,0.0003025208],"domain_scores_gemma":[0.9980519,0.00037241864,0.000090706526,0.00009278675,0.001088754,0.00030352056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014393486,0.00067886134,0.00046619144,0.0017345877,0.0035684365,0.0020460843,0.0014522832,0.0009893733,0.0015616064],"category_scores_gemma":[0.0029179952,0.00024898173,0.00062958634,0.004352425,0.0013056097,0.0008416674,0.0011472573,0.0007331759,0.00023508337],"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":[0.001315542,0.0023911144,0.26367065,0.001560127,0.00022618278,0.025273116,0.01684096,0.3239862,0.014839977,0.051615693,0.031747952,0.26653248],"study_design_scores_gemma":[0.00026679214,0.0007671097,0.2570189,0.00044455414,0.00024052375,0.0022883392,0.06269374,0.5652234,0.01315945,0.004660607,0.092795834,0.00044072836],"about_ca_topic_score_codex":0.9617507,"about_ca_topic_score_gemma":0.9796387,"teacher_disagreement_score":0.038249314,"about_ca_system_score_codex":0.03601117,"about_ca_system_score_gemma":0.01665725,"threshold_uncertainty_score":0.2612806},"labels":[],"label_agreement":null},{"id":"W2376775678","doi":"","title":"Vancouver Housing:Green Concept for Natural and Human","year":2007,"lang":"en","type":"article","venue":"Ecological Economy","topic":"Sustainable Building Design and Assessment","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":"Countermeasure; Natural (archaeology); Sustainable development; Architectural engineering; Order (exchange); Sustainable design; Environmental planning; Environmental resource management; Computer science; Business; Environmental science; Geography; Engineering; Sustainability; Political science; Ecology","score_opus":0.011800432413165734,"score_gpt":0.24620957498195778,"score_spread":0.23440914256879206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376775678","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023587562,0.010470593,0.022547752,0.00764211,0.0016230557,0.00010723998,0.00033502321,0.00020831225,0.93347836],"genre_scores_gemma":[0.467416,0.008203506,0.029115748,0.0021389378,0.0002737407,0.00014480861,0.00026937225,0.00015951888,0.49227846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992737,0.000089470996,0.00001489161,0.00005450242,0.00045934197,0.00010810082],"domain_scores_gemma":[0.99975497,0.000016126316,0.000011503173,0.000015838556,0.00013202037,0.000069412185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003492318,0.000482644,0.00014622814,0.0012080169,0.005212752,0.004948944,0.00062518875,0.00068301754,0.00895435],"category_scores_gemma":[0.00043414807,0.00014689447,0.00016410547,0.0014560437,0.004178276,0.000878247,0.0018373433,0.0012420033,0.0010385049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027368464,0.000020626556,0.0018882366,0.00013587935,0.0000061165797,0.00027474572,0.0046904767,0.0008983424,0.0011837777,0.8204823,0.051054552,0.119337596],"study_design_scores_gemma":[0.000003835802,0.000018643706,0.0038549856,0.00013825872,0.0000057170837,0.00027033399,0.0030554018,0.00043940544,0.00034070614,0.024995834,0.9668591,0.000017846432],"about_ca_topic_score_codex":0.5246112,"about_ca_topic_score_gemma":0.8391414,"teacher_disagreement_score":0.47538882,"about_ca_system_score_codex":0.0120658865,"about_ca_system_score_gemma":0.011799613,"threshold_uncertainty_score":0.95637697},"labels":[],"label_agreement":null},{"id":"W238241649","doi":"10.26687/archnet-ijar.v7i1.135","title":"BOOK REVIEW: PRELIMINARY REFLECTIONS ON ‘ENHANCING BUILDING PEFROMANCE’","year":2013,"lang":"en","type":"article","venue":"International Journal of Architectural Research: Archnet-IJAR","topic":"Sustainable Building Design and Assessment","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":"Watson; Architecture; Field (mathematics); Value (mathematics); Key (lock); Engineering; Management; Library science; Sociology; Engineering ethics; Architectural engineering; Computer science; Visual arts; Art; Artificial intelligence","score_opus":0.04442803685485313,"score_gpt":0.38056351075980255,"score_spread":0.3361354739049494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W238241649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018531218,0.7093136,0.0019261538,0.14960484,0.0205942,0.000112228234,0.00023537928,0.00009477588,0.116265796],"genre_scores_gemma":[0.016404456,0.6702371,0.0037458173,0.07387545,0.009493367,0.00018910736,0.00042351536,0.00024593502,0.22538525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756026,0.00077940774,0.0001192213,0.0001942606,0.0012295952,0.000117115655],"domain_scores_gemma":[0.9940911,0.0034939945,0.0001795204,0.000111052206,0.0019253128,0.00019898216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034315765,0.00042991954,0.0007333929,0.0017873965,0.0010366983,0.0060832193,0.0010422519,0.0021505961,0.02078196],"category_scores_gemma":[0.011510124,0.00030219826,0.00042779755,0.004725058,0.0016152182,0.0058181942,0.0013094977,0.0035915254,0.007858287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018217503,0.000027489039,0.000069212976,0.0018771812,0.000009743941,0.00009199342,0.0015384732,0.0001022482,0.00023989782,0.017366135,0.8215178,0.15714157],"study_design_scores_gemma":[0.0000015359368,0.000010809753,0.00015256171,0.0005951877,0.0000031485217,0.00007946806,0.0003581025,0.000012217521,0.000040640487,0.0006252811,0.9981171,0.000003965094],"about_ca_topic_score_codex":0.0073695183,"about_ca_topic_score_gemma":0.020148026,"teacher_disagreement_score":0.02078196,"about_ca_system_score_codex":0.0032104128,"about_ca_system_score_gemma":0.0045056264,"threshold_uncertainty_score":0.06952262},"labels":[],"label_agreement":null},{"id":"W2389732138","doi":"","title":"Contemplation on developing ecological residential area","year":2002,"lang":"en","type":"article","venue":"Journal of Tianjin Urban Construction Institute","topic":"Sustainable Building Design and Assessment","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":"Sustainable development; Residence; Contemplation; Consumption (sociology); Ecological crisis; Quarter (Canadian coin); Business; Environmental planning; Architectural engineering; Environmental protection; Ecology; Geography; Engineering; Sociology","score_opus":0.03368212069213087,"score_gpt":0.2355344426555678,"score_spread":0.20185232196343694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389732138","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07824531,0.003224415,0.0144243715,0.19841939,0.0011136672,0.00017786551,0.000044379653,0.000054789543,0.7042959],"genre_scores_gemma":[0.88164335,0.0041974513,0.009894518,0.037545472,0.0005520737,0.00022558875,0.000023354514,0.000027401125,0.065890804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99841344,0.0007458366,0.00005145639,0.00018418826,0.00031503008,0.00029003614],"domain_scores_gemma":[0.99880826,0.0003439889,0.0001275484,0.000087475404,0.00023395327,0.0003988041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029103195,0.00021729773,0.00011513301,0.0004379606,0.0021594204,0.0029935716,0.00088850857,0.0030206938,0.0025502283],"category_scores_gemma":[0.0031298536,0.00012086612,0.00024213009,0.00031492938,0.008463151,0.0030111375,0.004699929,0.003595597,0.0005267958],"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":[0.0000070084056,0.00006640201,0.0016341486,0.00005417683,0.0000037163968,0.00018455439,0.00527531,0.0006981748,0.00080388796,0.9649357,0.012161595,0.014175399],"study_design_scores_gemma":[0.00002555135,0.00011630588,0.0028110242,0.0003818833,0.000012682511,0.000303366,0.01346887,0.001308042,0.0030537145,0.32038423,0.65810984,0.00002438708],"about_ca_topic_score_codex":0.0037899895,"about_ca_topic_score_gemma":0.013090065,"teacher_disagreement_score":0.0037899895,"about_ca_system_score_codex":0.0021368058,"about_ca_system_score_gemma":0.007650003,"threshold_uncertainty_score":0.015503705},"labels":[],"label_agreement":null},{"id":"W2392747811","doi":"","title":"Elementary Discussion of Sustainable Development Strategy on the Residential Quarters Construction","year":2007,"lang":"en","type":"article","venue":"Science and Technology of West China","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Sustainable development; Residence; Constructive; Environmental planning; Engineering; Business; Geography; Ecology; Economics; Computer science","score_opus":0.004571551794874431,"score_gpt":0.22389462157434784,"score_spread":0.2193230697794734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392747811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033715654,0.008856008,0.04039523,0.09025148,0.0033767356,0.00014705646,0.00012356663,0.000063988984,0.82307017],"genre_scores_gemma":[0.67387754,0.009406073,0.012085939,0.01682309,0.0010476239,0.00019452353,0.00008963579,0.000044605655,0.28643104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995384,0.00024673354,0.000015975338,0.00004253903,0.000077490804,0.00007896862],"domain_scores_gemma":[0.9999224,0.000026510214,0.000005926075,0.0000066607745,0.000025554504,0.000012932373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053830235,0.00021074036,0.00010753829,0.00036908596,0.0021021373,0.0015482325,0.0005373906,0.0016889112,0.0054344535],"category_scores_gemma":[0.0005477896,0.00009098529,0.00032104607,0.0005201034,0.002310906,0.001596758,0.0010489053,0.001395713,0.00049309357],"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":[0.0000047610115,0.0000100301395,0.00016711799,0.00003486745,0.0000012837622,0.0001681581,0.0013394279,0.00048631395,0.0002301726,0.97738326,0.01137268,0.008802016],"study_design_scores_gemma":[0.0000030139245,0.000025762221,0.0007342457,0.00009796377,0.0000026260027,0.00016978485,0.00248828,0.0007742806,0.0005753545,0.16283353,0.8322869,0.000008298231],"about_ca_topic_score_codex":0.00452017,"about_ca_topic_score_gemma":0.008081359,"teacher_disagreement_score":0.0054344535,"about_ca_system_score_codex":0.0021037913,"about_ca_system_score_gemma":0.0014954446,"threshold_uncertainty_score":0.018180072},"labels":[],"label_agreement":null},{"id":"W2408839456","doi":"10.1080/25761900.2022.12220585","title":"Moulds, Moisture and Microbial Contamination of First Nations Housing in British Columbia, Canada","year":2001,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Environmental health; Asthma; Health problems; Geography; Environmental protection; Medicine","score_opus":0.005783794260798897,"score_gpt":0.2299838173287802,"score_spread":0.2242000230679813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408839456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823778,0.005298148,0.0001469784,0.00089225627,0.000038705984,0.000049265134,0.0013738865,0.000013615614,0.009809225],"genre_scores_gemma":[0.99182653,0.0030250612,0.0002466889,0.00015093619,0.000005471217,0.000013327677,0.00041320146,0.0000055880037,0.004313224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960715,0.000032075262,0.00001558549,0.000031415173,0.00016416464,0.00014952294],"domain_scores_gemma":[0.9992235,0.00005101956,0.00009219949,0.000010094329,0.00042714528,0.00019607773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023599873,0.0002900613,0.00022479885,0.0011185873,0.004287807,0.0012806321,0.0006681666,0.0003009338,0.002380665],"category_scores_gemma":[0.0009336753,0.00020688809,0.00017052479,0.0021189242,0.00072242663,0.00022677942,0.00061832106,0.0005404457,0.00018898874],"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":[0.00012954616,0.00013055973,0.92911166,0.00028614662,0.00005228211,0.0013616855,0.007059042,0.0004654316,0.0016058461,0.0005390334,0.0074152546,0.051843602],"study_design_scores_gemma":[0.0000021148571,0.000025948406,0.98772335,0.00008377647,0.000011126954,0.00018334604,0.0068175946,0.0001664782,0.00020122917,0.00003786837,0.0047304556,0.000016832313],"about_ca_topic_score_codex":0.99614394,"about_ca_topic_score_gemma":0.99876934,"teacher_disagreement_score":0.022186529,"about_ca_system_score_codex":0.022186529,"about_ca_system_score_gemma":0.016483568,"threshold_uncertainty_score":0.16097534},"labels":[],"label_agreement":null},{"id":"W2436678264","doi":"10.1016/j.scs.2016.06.013","title":"Assessment of building-integrated green technologies: A review and case study on applications of Multi-Criteria Decision Making (MCDM) method","year":2016,"lang":"en","type":"review","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":257,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multiple-criteria decision analysis; Analytic hierarchy process; Retrofitting; Ranking (information retrieval); Computer science; Process (computing); Risk analysis (engineering); Selection (genetic algorithm); Sustainability; Management science; Engineering; Operations research; Construction engineering; Artificial intelligence; Business","score_opus":0.030518357338169322,"score_gpt":0.3938904203285809,"score_spread":0.3633720629904116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2436678264","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010463175,0.9964329,0.0012024913,0.00015354862,0.000054358257,0.000022486962,0.000043801683,0.0000051674506,0.0010390272],"genre_scores_gemma":[0.008975614,0.987128,0.0034807213,0.000105961946,0.000040083298,0.000017915012,0.0000477495,0.0000030002327,0.0002009179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793434,0.00044050196,0.00039665276,0.00028457036,0.0008788084,0.00006521689],"domain_scores_gemma":[0.9954406,0.0030586724,0.00047464675,0.000099527526,0.0008690865,0.000057360146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034639584,0.0012613143,0.0023639514,0.008639158,0.000378059,0.0017369327,0.0017795856,0.0012710032,0.001470126],"category_scores_gemma":[0.0045799385,0.00050118763,0.0015546068,0.011535211,0.00069117127,0.0017598389,0.00074828207,0.00079894805,0.0002467447],"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":[0.0000798129,0.0001545264,0.0011786261,0.107577175,0.00049179065,0.00026749365,0.00029599151,0.0018257084,0.0023799879,0.005924337,0.0047788033,0.8750458],"study_design_scores_gemma":[0.000057224494,0.0005468644,0.011461065,0.07046182,0.0045166253,0.0031504647,0.0018506723,0.002998122,0.008363487,0.008914649,0.887421,0.00025803203],"about_ca_topic_score_codex":0.0043428685,"about_ca_topic_score_gemma":0.009441332,"teacher_disagreement_score":0.008639158,"about_ca_system_score_codex":0.0011579925,"about_ca_system_score_gemma":0.00278862,"threshold_uncertainty_score":0.018319368},"labels":[],"label_agreement":null},{"id":"W2443297727","doi":"10.1016/j.scs.2016.05.019","title":"Understanding stakeholders’ approaches to sustainability in building projects","year":2016,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"University of Cape Town; Université de Montréal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Research Foundation","keywords":"Sustainability; Architectural engineering; Construction engineering; Business; Engineering; Environmental resource management; Process management; Environmental science; Ecology","score_opus":0.181428436680633,"score_gpt":0.25007518013948415,"score_spread":0.06864674345885116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2443297727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.766323,0.00028673554,0.043295242,0.01205195,0.000044358636,0.000095984666,0.000036831178,0.000034087254,0.17783174],"genre_scores_gemma":[0.9963858,0.000072265575,0.0018272375,0.00013460708,0.0000024104702,0.000023873605,0.000008453952,0.000009661469,0.0015356406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98364496,0.012426641,0.00026834235,0.000449959,0.0016476689,0.0015625419],"domain_scores_gemma":[0.9896808,0.006550864,0.00093304005,0.00047268276,0.0015258094,0.00083670154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012879627,0.00038240015,0.00017106139,0.0018401676,0.0044792066,0.008569165,0.0012726258,0.0027088274,0.0054354277],"category_scores_gemma":[0.020293381,0.00046511553,0.0003518813,0.0014910068,0.007812174,0.008111255,0.006236431,0.0018959541,0.0002818177],"study_design_candidate":"qualitative","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":[0.000070415685,0.0002272771,0.04495735,0.00025084548,0.00006529825,0.0011322477,0.3671544,0.0049396427,0.003308998,0.52687246,0.002634142,0.04838691],"study_design_scores_gemma":[0.000020695967,0.000091457456,0.021742543,0.00036295058,0.00004812998,0.00034745183,0.6408186,0.0077377823,0.0025256712,0.24230878,0.08394242,0.00005361331],"about_ca_topic_score_codex":0.008059258,"about_ca_topic_score_gemma":0.01591645,"teacher_disagreement_score":0.012879627,"about_ca_system_score_codex":0.0053843735,"about_ca_system_score_gemma":0.0052427095,"threshold_uncertainty_score":0.06811476},"labels":[],"label_agreement":null},{"id":"W2463406772","doi":"10.7492/ijaec.2016.011","title":"olicy Change in the Assessment Standard for Green Building of China: An Analysis from the Perspective of Policy Learning","year":2016,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); China; Political science; Regional science; Sociology; Computer science; Artificial intelligence; Law","score_opus":0.006301090238561891,"score_gpt":0.2778785623568419,"score_spread":0.27157747211828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463406772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843486,0.0001116655,0.0011078024,0.0013339545,0.000015505382,0.000039744424,0.00015307133,0.000012551996,0.012877103],"genre_scores_gemma":[0.9982096,0.000026028105,0.00018295506,0.000053667613,0.000004067064,0.000009152387,0.00005266006,0.0000018044424,0.0014600381],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99739766,0.0005313305,0.00014554126,0.00029504907,0.0009084604,0.0007219007],"domain_scores_gemma":[0.9955076,0.0014263841,0.00077757036,0.0002893766,0.0017108694,0.0002881404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045721084,0.00015397235,0.00026800486,0.0015076258,0.0010996279,0.0021529172,0.00096753205,0.0010865098,0.0023566745],"category_scores_gemma":[0.0072778445,0.00016459943,0.0004793333,0.0014615406,0.0012624195,0.0015695916,0.0010328405,0.0011636163,0.00010386203],"study_design_candidate":"qualitative","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":[0.00051073136,0.00066024886,0.57194877,0.00017922017,0.00022834449,0.0010341803,0.0065095215,0.04155714,0.005390778,0.3007609,0.005499991,0.06572011],"study_design_scores_gemma":[0.00003780823,0.00029493292,0.88957936,0.00004432125,0.000117270676,0.000067671994,0.004740243,0.06371257,0.002500898,0.027891194,0.010940435,0.00007330022],"about_ca_topic_score_codex":0.1416881,"about_ca_topic_score_gemma":0.14972275,"teacher_disagreement_score":0.1416881,"about_ca_system_score_codex":0.013034359,"about_ca_system_score_gemma":0.0101940995,"threshold_uncertainty_score":0.28172678},"labels":[],"label_agreement":null},{"id":"W2463961695","doi":"","title":"Commercial Green Leasing in the Era of Climate Change: Balancing Risks, Burdens, and Incentives","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Incentive; Dilemma; Climate change; Real estate; Business; Greenhouse gas; Natural resource economics; Climate change mitigation; Global warming; Environmental planning; Finance; Economics; Environmental science; Market economy","score_opus":0.01936643040029228,"score_gpt":0.27517346321287633,"score_spread":0.25580703281258405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463961695","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29789403,0.03424273,0.05595787,0.05085507,0.0003968847,0.00016998021,0.00011256413,0.000120815406,0.56025],"genre_scores_gemma":[0.9692517,0.0059269588,0.0036225761,0.0013817728,0.00023524494,0.00004480694,0.00002982026,0.000039723564,0.019467399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943025,0.002295534,0.00014931143,0.00039119503,0.001963539,0.00089788844],"domain_scores_gemma":[0.9875343,0.007353783,0.0012390541,0.0007908965,0.0020765285,0.0010054497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008512659,0.0003855676,0.00045911854,0.0012126964,0.002985827,0.016290316,0.0011930697,0.0049063577,0.008148129],"category_scores_gemma":[0.01648141,0.0003705639,0.00031953302,0.0017289518,0.0055949767,0.013258858,0.0036160853,0.0029718464,0.0010189182],"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":[0.00023691136,0.00012945783,0.0066265534,0.0002381169,0.000032635224,0.00055221823,0.0022834209,0.009748603,0.002411759,0.85817796,0.009397453,0.110164985],"study_design_scores_gemma":[0.00004711839,0.00024802407,0.010800529,0.00085766654,0.000046749832,0.0010336036,0.015721085,0.017837852,0.00296227,0.7121474,0.2381166,0.000181029],"about_ca_topic_score_codex":0.0053459457,"about_ca_topic_score_gemma":0.011344566,"teacher_disagreement_score":0.016290316,"about_ca_system_score_codex":0.006218752,"about_ca_system_score_gemma":0.0043287943,"threshold_uncertainty_score":0.04512036},"labels":[],"label_agreement":null},{"id":"W2474245925","doi":"10.1016/j.jclepro.2016.07.069","title":"Comparative life cycle assessment of ceramic brick, concrete brick and cast-in-place reinforced concrete exterior walls","year":2016,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Alberta","funders":"","keywords":"Brick; Life-cycle assessment; Embodied energy; Reinforced concrete; Environmental science; Civil engineering; Engineering; Structural engineering; Ecology; Production (economics)","score_opus":0.012966870762678957,"score_gpt":0.26707212377293277,"score_spread":0.25410525301025383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474245925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780494,0.000092808215,0.0006885851,0.0000045109873,0.0000025789354,0.000013467898,0.00026785405,0.000008310089,0.0011168879],"genre_scores_gemma":[0.9979048,0.000082957915,0.00040075774,0.0000023007522,6.6232036e-7,0.000009040055,0.0003646196,0.000005960735,0.0012288169],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997063,0.000058651214,0.000012368438,0.00003242891,0.00013035431,0.000059789585],"domain_scores_gemma":[0.99932396,0.00020072097,0.000068877656,0.00003607814,0.00031511,0.000055260894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008070855,0.00040741387,0.0004119582,0.0012996824,0.00031027812,0.0004965764,0.00062968954,0.00044942618,0.0018544383],"category_scores_gemma":[0.00080541364,0.00019378161,0.00076276367,0.0006729955,0.00025251444,0.00049117167,0.0003009751,0.00022287978,0.00032378142],"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":[0.0075113494,0.0010205838,0.106994204,0.00059589365,0.00023123006,0.0011042895,0.00065794785,0.380559,0.39495593,0.002366237,0.00091854815,0.10308488],"study_design_scores_gemma":[0.00013764117,0.007964493,0.25037652,0.00006962488,0.0004729577,0.0003744873,0.00123643,0.35637766,0.3767084,0.0012536889,0.0049036206,0.00012450233],"about_ca_topic_score_codex":0.0075444407,"about_ca_topic_score_gemma":0.012749028,"teacher_disagreement_score":0.0075444407,"about_ca_system_score_codex":0.0011429061,"about_ca_system_score_gemma":0.00047443534,"threshold_uncertainty_score":0.015001059},"labels":[],"label_agreement":null},{"id":"W2484704752","doi":"10.1186/s40984-016-0021-3","title":"Sustainable urbanism: towards a framework for quality and optimal density?","year":2016,"lang":"en","type":"article","venue":"Future Cities and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":119,"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":"University of Portsmouth","keywords":"Urbanism; Quality (philosophy); New Urbanism; Computer science; Environmental science; Architectural engineering; Environmental planning; Environmental economics; Business; Geography; Engineering; Economics; Architecture; Physics; Archaeology","score_opus":0.010818971156473556,"score_gpt":0.22710178340831558,"score_spread":0.216282812251842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484704752","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015713254,0.021132492,0.4214832,0.19581515,0.0025289468,0.0003152754,0.00027123463,0.00025640236,0.34248415],"genre_scores_gemma":[0.8428641,0.016499698,0.11007786,0.009239314,0.0021720058,0.00085797254,0.00018794564,0.00037233328,0.01772882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99086094,0.0053968662,0.00028450854,0.00095666526,0.0015538373,0.00094708684],"domain_scores_gemma":[0.99605995,0.0014160402,0.0004494029,0.00055376324,0.0009594469,0.00056142424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011060956,0.0017703604,0.00160177,0.0032897885,0.0054027527,0.013747589,0.004658571,0.0056616664,0.0045967647],"category_scores_gemma":[0.009890291,0.0007264117,0.0014945996,0.0028583778,0.06192691,0.020295508,0.011875129,0.009759689,0.00094004686],"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":[0.000002342368,0.000004666919,0.0000913724,0.00002569186,0.0000021418796,0.000012524199,0.0005632434,0.0010029483,0.000012486034,0.99562424,0.00083674246,0.001821652],"study_design_scores_gemma":[0.0000053716262,0.000010911587,0.00009500439,0.000101031284,0.0000036652627,0.000017901153,0.0010780557,0.0012625125,0.00003734545,0.96146566,0.03591298,0.000009717432],"about_ca_topic_score_codex":0.017586965,"about_ca_topic_score_gemma":0.0129562365,"teacher_disagreement_score":0.017586965,"about_ca_system_score_codex":0.015734784,"about_ca_system_score_gemma":0.010189583,"threshold_uncertainty_score":0.11416441},"labels":[],"label_agreement":null},{"id":"W2508018961","doi":"10.1680/jenge.16.00004","title":"Sustainability assessment of earth-retaining wall structures","year":2016,"lang":"en","type":"article","venue":"Environmental Geotechnics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"Universitat Politècnica de Catalunya","keywords":"Sustainability; Stakeholder; Cantilever; Pillar; Retaining wall; Mathematics; Computer science; Environmental science; Civil engineering; Environmental economics; Mathematical optimization; Structural engineering; Engineering; Economics; Ecology","score_opus":0.005497521912381252,"score_gpt":0.222574208672771,"score_spread":0.21707668676038974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508018961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7348944,0.0005354419,0.22661367,0.00023171063,0.000019884263,0.00030972558,0.00024278041,0.00015499837,0.036997367],"genre_scores_gemma":[0.94439006,0.0002165574,0.052022774,0.000014882117,0.0000038085814,0.00009029255,0.00012441681,0.000013909825,0.0031232645],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99842286,0.0005135768,0.000060121212,0.000056965608,0.0008423465,0.00010422846],"domain_scores_gemma":[0.99928916,0.00026890865,0.00010553075,0.00004116834,0.0002597323,0.000035476976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019922708,0.00069772714,0.00031560776,0.0019241596,0.00048307783,0.0012740266,0.00047020885,0.0007263833,0.0022463044],"category_scores_gemma":[0.002836608,0.0001675698,0.00051149604,0.00089438516,0.00044275098,0.0012259842,0.001166129,0.0002684081,0.0003024251],"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":[0.000344576,0.00024308717,0.04076208,0.00045531057,0.00018320532,0.0005111063,0.00071916904,0.47909597,0.03656658,0.047324147,0.0013808886,0.39241397],"study_design_scores_gemma":[0.00006660566,0.0028531153,0.08019218,0.00053334323,0.00016429358,0.00060443435,0.0053085675,0.71662945,0.086453274,0.08301901,0.024015611,0.00016008738],"about_ca_topic_score_codex":0.0009848812,"about_ca_topic_score_gemma":0.003044102,"teacher_disagreement_score":0.0022463044,"about_ca_system_score_codex":0.0007676815,"about_ca_system_score_gemma":0.00057111395,"threshold_uncertainty_score":0.010536253},"labels":[],"label_agreement":null},{"id":"W2518752583","doi":"10.1108/wjstsd-01-2016-0008","title":"A benchmarking approach to the progress of green materials and systems’ use in the UAE construction industry","year":2016,"lang":"en","type":"article","venue":"World Journal of Science Technology and Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Benchmarking; Ranking (information retrieval); Originality; Work (physics); Engineering; Business; Baseline (sea); Construction industry; Architectural engineering; Engineering management; Construction engineering; Marketing; Computer science; Political science; Mechanical engineering","score_opus":0.011987663084055604,"score_gpt":0.22662135345759962,"score_spread":0.21463369037354402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518752583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7483656,0.005575123,0.0655989,0.003910642,0.00019312963,0.001757627,0.0017528671,0.0002401846,0.17260593],"genre_scores_gemma":[0.9379616,0.0014158264,0.056183625,0.00021012394,0.000022772863,0.00075230264,0.00048939354,0.000036994756,0.0029272758],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9671844,0.020475417,0.0018250698,0.0010672268,0.00795198,0.001495962],"domain_scores_gemma":[0.95934165,0.017816614,0.0037651816,0.0018414315,0.016394924,0.0008403075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033300687,0.0005594368,0.0008778617,0.01848801,0.0026866065,0.005540327,0.0013972451,0.0008281127,0.004329146],"category_scores_gemma":[0.048383664,0.0002651016,0.000726246,0.018285397,0.002071299,0.0041518314,0.0038463715,0.0010789725,0.0005452844],"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":[0.00039170333,0.0012504348,0.18419455,0.0039168694,0.00028640265,0.0006975246,0.050028574,0.011056832,0.0048659784,0.10315591,0.008021105,0.63213414],"study_design_scores_gemma":[0.00007250308,0.0042061023,0.42447373,0.006394821,0.00035312018,0.0007905056,0.33619267,0.04260572,0.0151893925,0.0418009,0.12757254,0.00034800713],"about_ca_topic_score_codex":0.008932411,"about_ca_topic_score_gemma":0.017333971,"teacher_disagreement_score":0.033300687,"about_ca_system_score_codex":0.0074364636,"about_ca_system_score_gemma":0.008085619,"threshold_uncertainty_score":0.17611295},"labels":[],"label_agreement":null},{"id":"W2525897226","doi":"10.5539/jsd.v9n5p70","title":"Application of Analytic Hierarchy Process for Assessing Sustainable Development among Underprivileged Communities","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Malaysia Terengganu","keywords":"Analytic hierarchy process; Sustainability; Sustainable development; General partnership; Consistency (knowledge bases); Government (linguistics); Quality (philosophy); Environmental economics; Business; Computer science; Environmental resource management; Mathematics; Political science; Operations research; Economics; Ecology","score_opus":0.0151893181047523,"score_gpt":0.2636512836187165,"score_spread":0.24846196551396418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525897226","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07754866,0.00085179723,0.9104947,0.0009801943,0.00009075305,0.0017023551,0.00017925836,0.00021388513,0.007938344],"genre_scores_gemma":[0.4531185,0.00076456554,0.5444684,0.000060981394,0.00002561058,0.0009737251,0.00012956494,0.00001546754,0.00044322494],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9866545,0.008850227,0.0005399412,0.00042071604,0.0031550815,0.00037938106],"domain_scores_gemma":[0.9933867,0.0043373248,0.0005857155,0.00015019628,0.0013600384,0.00018006339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0104770325,0.000838225,0.0011883978,0.006402871,0.0018204969,0.0027410854,0.0013736874,0.00079158624,0.0014502613],"category_scores_gemma":[0.015636213,0.00041351118,0.0012980254,0.0053846315,0.0011355144,0.0019006369,0.0029277687,0.0013632976,0.00013150419],"study_design_candidate":"qualitative","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":[0.00024609084,0.0006467454,0.018352766,0.0025977779,0.0006950692,0.0008808353,0.0082185725,0.41691747,0.0065271268,0.089464925,0.0033446243,0.452108],"study_design_scores_gemma":[0.000059812635,0.00036775263,0.0036654847,0.0003005551,0.00013500122,0.00009409552,0.004437359,0.9165786,0.0020664546,0.06798739,0.0042144977,0.00009301338],"about_ca_topic_score_codex":0.008676765,"about_ca_topic_score_gemma":0.009908658,"teacher_disagreement_score":0.0104770325,"about_ca_system_score_codex":0.0023360148,"about_ca_system_score_gemma":0.0065904115,"threshold_uncertainty_score":0.055408537},"labels":[],"label_agreement":null},{"id":"W2527908636","doi":"10.1108/bepam-10-2015-0056","title":"Analyzing relationships between project team compositions and green building certification in green building projects","year":2016,"lang":"en","type":"article","venue":"Built Environment Project and Asset Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"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":"Certification; Green building; Project team; Project management; Project stakeholder; Engineering management; Project management triangle; Knowledge management; Engineering; Project charter; Business; Architectural engineering; Computer science; Management; Systems engineering","score_opus":0.03855807610709506,"score_gpt":0.26595830781715574,"score_spread":0.22740023171006069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527908636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975727,0.000058887264,0.0007711018,0.00004363303,0.000005309005,0.000047017485,0.000027170014,0.000005404085,0.0014686255],"genre_scores_gemma":[0.99896204,0.000034854405,0.0006141078,0.0000048220813,0.0000026927864,0.00004019791,0.00004044702,0.0000034680452,0.00029724053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9863171,0.0074162227,0.0009292531,0.0007557167,0.003427445,0.0011543409],"domain_scores_gemma":[0.88729614,0.05773248,0.031896677,0.0028575978,0.013058051,0.0071591325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012030866,0.00030405156,0.0002599298,0.0022450096,0.0015750277,0.0024081145,0.0005606426,0.00035490093,0.0028407492],"category_scores_gemma":[0.06357535,0.00025384472,0.0004267512,0.0016926829,0.00095481495,0.0011399514,0.002456599,0.00087417365,0.00023378515],"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":[0.00014523881,0.00017312316,0.9803884,0.00004371874,0.00006444743,0.00011979866,0.003133442,0.0007460965,0.00014334262,0.00033933454,0.00014925572,0.01455379],"study_design_scores_gemma":[0.000009806233,0.00034186387,0.9757414,0.00008831041,0.00007422,0.00012337936,0.018889666,0.002694217,0.0004601852,0.00050040364,0.0010570118,0.000019510318],"about_ca_topic_score_codex":0.008624174,"about_ca_topic_score_gemma":0.011283392,"teacher_disagreement_score":0.012030866,"about_ca_system_score_codex":0.002240656,"about_ca_system_score_gemma":0.004232132,"threshold_uncertainty_score":0.06362611},"labels":[],"label_agreement":null},{"id":"W2530321793","doi":"10.5547/01956574.38.4.mpap","title":"Energy Efficiency Premiums in Unlabeled Office Buildings","year":2016,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"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":"Capitalization; Real estate; Efficient energy use; Price premium; Economics; Energy (signal processing); Capitalization rate; Econometrics; Energy conservation; Microeconomics; Finance; Willingness to pay; Statistics; Real estate investment trust; Engineering; Mathematics","score_opus":0.006130687543077149,"score_gpt":0.20510553125780656,"score_spread":0.1989748437147294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530321793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956086,0.000022029497,0.0008409545,0.00003501513,0.0000028632599,0.0000067606265,0.00015772965,0.000007915552,0.0033180842],"genre_scores_gemma":[0.99923766,0.000005793313,0.00014331746,0.000010135082,0.0000033029423,0.0000024946808,0.00021956458,0.000002289645,0.0003754371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899584,0.00021271844,0.00005150497,0.0002640677,0.00032820628,0.00014769338],"domain_scores_gemma":[0.99211967,0.0038393424,0.002366079,0.0008797306,0.0004856643,0.0003094845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014035967,0.00022435005,0.00025625064,0.00068548025,0.0003176956,0.0008805778,0.00046013718,0.0004266469,0.0027464973],"category_scores_gemma":[0.009098656,0.0001278351,0.0002944028,0.00050224166,0.0005829903,0.00066131225,0.0006920452,0.00045144468,0.00029111627],"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":[0.0013398655,0.0008854387,0.9264809,0.000031570235,0.00011415443,0.00018888563,0.00084253796,0.012574179,0.0070425626,0.013994292,0.001145385,0.03536025],"study_design_scores_gemma":[0.000016825588,0.00017142454,0.97304845,0.000012932593,0.00003324386,0.00009851202,0.00046428043,0.015723273,0.0038280245,0.0052124243,0.0013684666,0.000022159382],"about_ca_topic_score_codex":0.006403557,"about_ca_topic_score_gemma":0.009166166,"teacher_disagreement_score":0.006403557,"about_ca_system_score_codex":0.00062769785,"about_ca_system_score_gemma":0.00015789419,"threshold_uncertainty_score":0.012732565},"labels":[],"label_agreement":null},{"id":"W2532830792","doi":"10.4025/revtecnol.v25i1.28690","title":"AVALIAÇÃO DE DIFERENTES ALTERNATIVAS DE MODELAGEM DE HABITAÇÕES DE INTERESSE SOCIAL NO PROGRAMA DE SIMULAÇÃO DE DESEMPENHO TÉRMICO ENERGYPLUS","year":2016,"lang":"pt","type":"article","venue":"Revista Tecnológica","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Simula; Physics; Computer science; Art","score_opus":0.021727637627980773,"score_gpt":0.2833567499306627,"score_spread":0.26162911230268193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532830792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85344356,0.00027397604,0.12547676,0.00035020086,0.00008753886,0.00024081557,0.0011307307,0.0015762806,0.017420081],"genre_scores_gemma":[0.979266,0.00013407806,0.017476866,0.000027267031,0.0000036769861,0.00014699232,0.00037648625,0.00010811403,0.0024606043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966145,0.00009513878,0.000025178007,0.000068669426,0.00010954887,0.00004009472],"domain_scores_gemma":[0.99867034,0.00075157854,0.000082612525,0.00014047543,0.00030674375,0.00004818433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007594078,0.00078785967,0.00053195417,0.00046080197,0.00038773072,0.001158824,0.00094147294,0.0007365177,0.0027484049],"category_scores_gemma":[0.0025232981,0.00036064693,0.00075463037,0.00046660006,0.00043451926,0.00065967464,0.0005478473,0.0008651299,0.00033432894],"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":[0.00029785486,0.00017324086,0.008291393,0.00026649347,0.000053244486,0.000082061386,0.0002537276,0.96053755,0.009536908,0.0018180922,0.00047088152,0.018218605],"study_design_scores_gemma":[0.00003433384,0.00017209919,0.00290626,0.00003212626,0.000040249346,0.000014509926,0.00013553731,0.98673534,0.0073222276,0.00067186414,0.0019175118,0.000018000947],"about_ca_topic_score_codex":0.0220974,"about_ca_topic_score_gemma":0.014588994,"teacher_disagreement_score":0.0220974,"about_ca_system_score_codex":0.0007939935,"about_ca_system_score_gemma":0.0009925744,"threshold_uncertainty_score":0.043937564},"labels":[],"label_agreement":null},{"id":"W2538731021","doi":"10.1017/s0008423916000846","title":"Developing Green Cities: Explaining Variation in Canadian Green Building Policies","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mandate; Greenhouse gas; Business; Politics; Sustainability; Public policy; Climate change; Environmental planning; Economic growth; Political science; Economics; Environmental science","score_opus":0.02036850445988766,"score_gpt":0.26361511734532544,"score_spread":0.24324661288543778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538731021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96796304,0.0010611155,0.001410223,0.0020335573,0.00003953622,0.000114240036,0.005377987,0.000045745746,0.021954456],"genre_scores_gemma":[0.99643826,0.0002929549,0.00047933048,0.00005863917,0.0000036793833,0.000024487466,0.0012100225,0.000010836061,0.0014818063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974444,0.00041487312,0.00009487917,0.0003875584,0.00078496715,0.00087331096],"domain_scores_gemma":[0.9927624,0.0017445459,0.0010048501,0.00047706015,0.0030546437,0.00095647207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028084726,0.00041746837,0.0005330429,0.0032618896,0.0043275966,0.0024243272,0.0013115422,0.00044926233,0.0036169738],"category_scores_gemma":[0.010778008,0.00023637527,0.0006052214,0.008475524,0.001420911,0.0004812046,0.0017952644,0.00091710594,0.00018417121],"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":[0.00010669863,0.000071688744,0.93339944,0.0000750446,0.0001868994,0.000101010126,0.0050192527,0.008576425,0.00025799227,0.015693048,0.0074869287,0.029025653],"study_design_scores_gemma":[0.000014435043,0.00001507691,0.96879005,0.0000804064,0.000049437356,0.000019268882,0.0049893623,0.008904367,0.00018276037,0.001612491,0.015302995,0.000039363513],"about_ca_topic_score_codex":0.9967494,"about_ca_topic_score_gemma":0.99739647,"teacher_disagreement_score":0.07084106,"about_ca_system_score_codex":0.07084106,"about_ca_system_score_gemma":0.053083412,"threshold_uncertainty_score":0.5139903},"labels":[],"label_agreement":null},{"id":"W2539806169","doi":"10.4000/articulo.2974","title":"Emerging Narratives of a Sustainable Urban Neighbourhood: The Case of Vancouver’s Olympic Village","year":2016,"lang":"en","type":"article","venue":"Articulo – revue de sciences humaines","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Neighbourhood (mathematics); Narrative; Sustainability; Experiential learning; Sociology; Sustainable living; Geography; Economic growth; Environmental planning; Political science; Economics; Ecology","score_opus":0.009537909003273672,"score_gpt":0.2434720170180001,"score_spread":0.23393410801472642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539806169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209804,0.000918876,0.0014092078,0.0067346916,0.00013300899,0.00008677109,0.00008234587,0.000016867127,0.06963789],"genre_scores_gemma":[0.98672324,0.0005479356,0.0005151595,0.0003721202,0.000014458418,0.000034621713,0.000042989937,0.000024648465,0.011724798],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99585575,0.0026836263,0.00007246433,0.00024591942,0.00055338844,0.00058890705],"domain_scores_gemma":[0.99676585,0.0016222859,0.00014733207,0.00012078476,0.00037972536,0.0009639959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026842565,0.0005970627,0.00046395845,0.0012619399,0.032270033,0.010372126,0.0019351597,0.0024847256,0.0026846319],"category_scores_gemma":[0.004337437,0.000548098,0.00026783242,0.0020137862,0.021481464,0.0025212418,0.007252289,0.0040951055,0.0002736408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018999495,0.000017682172,0.0018042112,0.000047274836,0.000004232299,0.002963673,0.981938,0.00015029115,0.00020642322,0.0079780035,0.0015012026,0.0033699388],"study_design_scores_gemma":[0.0000023246516,0.000008655765,0.0010848042,0.000077587,0.0000032809928,0.00038393427,0.970951,0.00009544493,0.000078432124,0.00087944925,0.026423553,0.000011485126],"about_ca_topic_score_codex":0.44021326,"about_ca_topic_score_gemma":0.7375652,"teacher_disagreement_score":0.55978674,"about_ca_system_score_codex":0.018106002,"about_ca_system_score_gemma":0.010533305,"threshold_uncertainty_score":0.8753019},"labels":[],"label_agreement":null},{"id":"W2539992232","doi":"10.4000/articulo.3114","title":"Crafting New Urban Assemblages and Steering Neighborhood Transition: Actors and Roles in Ecourban Neighborhood Development","year":2016,"lang":"en","type":"article","venue":"Articulo – revue de sciences humaines","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada); Simon Fraser University","funders":"","keywords":"Conceptualization; Intermediary; Sustainability; Realm; Corporate governance; Transition (genetics); Transition management (governance); Sociology; Urban planning; Public relations; Business; Political science; Computer science; Marketing; Ecology","score_opus":0.011921706391278115,"score_gpt":0.22135471640462043,"score_spread":0.2094330100133423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539992232","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3431205,0.0038158223,0.12667447,0.028381154,0.00027814825,0.0003666826,0.000077551864,0.00015310802,0.49713257],"genre_scores_gemma":[0.9679413,0.0010292993,0.018158479,0.0003417873,0.000019562636,0.00017332206,0.000023123783,0.00004117121,0.01227191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9947594,0.0039364332,0.00009981155,0.00035688118,0.0005012275,0.00034613654],"domain_scores_gemma":[0.9987073,0.0005332697,0.00016393616,0.00016924478,0.0001658966,0.00026041814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057140584,0.0003035476,0.00023016543,0.0014132054,0.007196254,0.010948093,0.001395121,0.0019641726,0.004370232],"category_scores_gemma":[0.003093019,0.0002689881,0.00027107683,0.0012568437,0.023587793,0.0058195977,0.009594955,0.0013948625,0.0005321423],"study_design_candidate":"qualitative","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":[0.000016947546,0.000047904818,0.005049916,0.000093114315,0.0000051938705,0.00013788558,0.062736645,0.0014271688,0.00026130996,0.8941389,0.0015997486,0.034485307],"study_design_scores_gemma":[0.00001876376,0.0001175652,0.008082582,0.0007067292,0.000021833639,0.0002295992,0.2103421,0.0037496341,0.0009604351,0.41325912,0.3624636,0.000048104393],"about_ca_topic_score_codex":0.007975045,"about_ca_topic_score_gemma":0.024237571,"teacher_disagreement_score":0.010948093,"about_ca_system_score_codex":0.005352138,"about_ca_system_score_gemma":0.0074609923,"threshold_uncertainty_score":0.038832664},"labels":[],"label_agreement":null},{"id":"W2555629863","doi":"10.29173/mocs15","title":"Implementing Sustainable Construction Principles and Practices by Key Stakeholders","year":2016,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Champion; Sustainable development; Context (archaeology); Promotion (chess); Order (exchange); Government (linguistics); Questionnaire; Construction industry; Resource (disambiguation); Process management; Environmental resource management; Environmental economics; Marketing; Engineering; Political science; Computer science; Economics; Construction engineering","score_opus":0.020259241857265697,"score_gpt":0.23555052458478606,"score_spread":0.21529128272752038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555629863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90281147,0.0005074458,0.023371981,0.010595022,0.00010349499,0.0014462776,0.00012345499,0.000098913864,0.06094189],"genre_scores_gemma":[0.98385173,0.00045112902,0.009250027,0.00081339007,0.000011808171,0.00043354332,0.00005726782,0.000022007656,0.0051090224],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9870876,0.0075350297,0.0007325983,0.0005887977,0.0020854385,0.0019705067],"domain_scores_gemma":[0.98924875,0.004607416,0.0008369534,0.0005652839,0.0029703507,0.0017712383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015996939,0.0004946405,0.00032782234,0.0011515783,0.004168025,0.0045529036,0.0007714355,0.002298709,0.0054588993],"category_scores_gemma":[0.019840548,0.0004088308,0.00041395452,0.0008996525,0.0022681162,0.0038043244,0.005835215,0.002254671,0.0008628104],"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":[0.00021093643,0.001061221,0.07550946,0.0015022943,0.000070044865,0.0030285944,0.6173827,0.0020623321,0.044744994,0.033258446,0.0060702725,0.21509863],"study_design_scores_gemma":[0.000048432878,0.001256133,0.045906987,0.0012631587,0.000051464773,0.0014709721,0.7103108,0.0033937364,0.012922045,0.020193985,0.20297301,0.0002092483],"about_ca_topic_score_codex":0.0019244198,"about_ca_topic_score_gemma":0.0027270191,"teacher_disagreement_score":0.015996939,"about_ca_system_score_codex":0.00255187,"about_ca_system_score_gemma":0.0063390057,"threshold_uncertainty_score":0.084600866},"labels":[],"label_agreement":null},{"id":"W2556206190","doi":"10.2495/sdp-v12-n2-238-251","title":"Formulating a Capability Approach Based Model to Sustain Rural Sub-Saharan African Inhabitant’s Self-Reliance Towards Their Built Environment","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Built environment; Locality; Multitude; Sustainable development; Order (exchange); Process (computing); Environmental planning; Business; Architectural engineering; Computer science; Environmental resource management; Engineering; Political science; Civil engineering; Geography; Economics","score_opus":0.01557422846323574,"score_gpt":0.2313851536225956,"score_spread":0.21581092515935985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556206190","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32622096,0.0005148905,0.2857418,0.0122062545,0.00007833854,0.0006515999,0.00031657956,0.00023933194,0.37403026],"genre_scores_gemma":[0.9598804,0.00026956704,0.032277342,0.0001279393,0.000007369148,0.00023715655,0.00007481838,0.000016681934,0.00710878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994785,0.0002332278,0.000021925869,0.00005622307,0.00010527168,0.000104763116],"domain_scores_gemma":[0.9994018,0.00021306032,0.000072929615,0.000036000765,0.00016022657,0.000115943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009866871,0.0005769399,0.00019285205,0.0011493465,0.001117081,0.0031846748,0.0012416721,0.0012947953,0.0036849456],"category_scores_gemma":[0.0015137107,0.00018192148,0.0004081357,0.0006473322,0.0017898338,0.0029707344,0.0025550225,0.0011057094,0.00044043598],"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":[0.000047378384,0.00026848697,0.014008858,0.0002420928,0.00004946374,0.0017179323,0.012949394,0.1332717,0.0026585613,0.79817915,0.0031743133,0.033432722],"study_design_scores_gemma":[0.00003722432,0.00045691364,0.0109905,0.0005643207,0.00007512932,0.0010198356,0.038608845,0.46295023,0.0018764822,0.41163832,0.07168391,0.000098399236],"about_ca_topic_score_codex":0.01063879,"about_ca_topic_score_gemma":0.013871317,"teacher_disagreement_score":0.01063879,"about_ca_system_score_codex":0.0028721879,"about_ca_system_score_gemma":0.004020278,"threshold_uncertainty_score":0.021153748},"labels":[],"label_agreement":null},{"id":"W2558271351","doi":"10.3989/ic.2003.v55.i486.556","title":"Edificación y desarrollo sotenible. GBC: un método para la evaluación ambiental de edificios","year":2003,"lang":"es","type":"article","venue":"Informes de la Construcción","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Environmental planning; Sustainable development; Architectural engineering; Environmental resource management; Environmental science; Construction engineering; Engineering; Political science","score_opus":0.008651328936183846,"score_gpt":0.2786269939181986,"score_spread":0.26997566498201475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558271351","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4250256,0.006516222,0.37893963,0.004253082,0.00038062525,0.005313336,0.017605323,0.0020549246,0.15991127],"genre_scores_gemma":[0.7825797,0.0018442186,0.19326018,0.000392169,0.000041908403,0.003022072,0.0035381743,0.00025870028,0.015062945],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99234617,0.0031162456,0.0005092538,0.0007068378,0.0030163203,0.00030510666],"domain_scores_gemma":[0.98685545,0.005830965,0.001965221,0.00082590326,0.0040747887,0.00044771878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009338087,0.001013126,0.0006758354,0.0034584568,0.00100504,0.0050568734,0.0009250234,0.0012765743,0.0045735366],"category_scores_gemma":[0.016724773,0.00038125864,0.0008881591,0.0037605478,0.0014589806,0.00395196,0.0031286771,0.0011680623,0.00087139517],"study_design_candidate":"theoretical_or_conceptual","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":[0.0011499721,0.0006186872,0.13457541,0.007277636,0.00046348711,0.00020280993,0.020001428,0.02756867,0.016775735,0.077868395,0.02238566,0.6911121],"study_design_scores_gemma":[0.00021471371,0.0027033112,0.34285924,0.0044435314,0.0008400596,0.00048576907,0.05514543,0.067260616,0.040524937,0.10877826,0.3761651,0.0005789745],"about_ca_topic_score_codex":0.0104734935,"about_ca_topic_score_gemma":0.010504628,"teacher_disagreement_score":0.0104734935,"about_ca_system_score_codex":0.003420062,"about_ca_system_score_gemma":0.004270087,"threshold_uncertainty_score":0.04938507},"labels":[],"label_agreement":null},{"id":"W2558430886","doi":"10.5539/jsd.v9n6p204","title":"The Awareness of Sustainability Principles in the Practice of Architecture in the Developing World: A Survey of South-South Nigeria","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Sustainability; Developing country; Sustainable design; Sustainable development; Business; Economic growth; Political science; Geography; Law; Economics; Ecology","score_opus":0.019633814910575607,"score_gpt":0.27462609708623126,"score_spread":0.25499228217565567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558430886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990615,0.00010851495,0.000021853422,0.000118422504,0.0000021364324,0.0000066979737,0.000008441481,3.7602643e-7,0.0006720455],"genre_scores_gemma":[0.9989889,0.000453329,0.000056355515,0.000060482384,0.0000016439734,0.000009441207,0.0000075602725,5.9035796e-7,0.00042159815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935895,0.00020251775,0.00008354757,0.000051135947,0.00017183984,0.00013205255],"domain_scores_gemma":[0.9979317,0.0007504957,0.00071244955,0.00004797443,0.00027188438,0.000285533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013393002,0.00016462503,0.00026495152,0.0008833159,0.0016236803,0.0012627983,0.00023080956,0.0005524839,0.001917021],"category_scores_gemma":[0.002887392,0.0004676371,0.00014338382,0.00085190125,0.0013636195,0.0010020918,0.0008031062,0.00073639734,0.00025109484],"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":[0.00004884938,0.00014811625,0.69470507,0.00024900414,0.000010657344,0.0016054569,0.2870037,0.00005823484,0.002990711,0.0005288432,0.00030928923,0.012342027],"study_design_scores_gemma":[0.0000032959772,0.00019051328,0.5569628,0.00022303728,0.000013014377,0.0011711584,0.4360789,0.00012039713,0.00031238262,0.000115221366,0.0047911736,0.000018073173],"about_ca_topic_score_codex":0.0146911135,"about_ca_topic_score_gemma":0.029656412,"teacher_disagreement_score":0.0146911135,"about_ca_system_score_codex":0.000946258,"about_ca_system_score_gemma":0.0015099483,"threshold_uncertainty_score":0.029211223},"labels":[],"label_agreement":null},{"id":"W2558724448","doi":"","title":"An Investigation into Sustainable Building Evaluation Strategies for use within the Canadian Forces and the Department of National Defence","year":2012,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Business; Political science; Environmental resource management; Environmental planning; Geography; Economics","score_opus":0.012966591612314332,"score_gpt":0.2200371641199833,"score_spread":0.20707057250766897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558724448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5708966,0.00510046,0.015886657,0.023769692,0.00017273532,0.003939081,0.00093829836,0.00020280034,0.37909365],"genre_scores_gemma":[0.94625455,0.0023711505,0.03501548,0.0007126166,0.00001128367,0.0008030894,0.0003408963,0.000036229023,0.01445466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97205013,0.010028421,0.0009967716,0.00090297457,0.013047863,0.002973728],"domain_scores_gemma":[0.96639085,0.009105062,0.0009845187,0.00072984817,0.021236602,0.0015531578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041750316,0.0005588255,0.00042695383,0.005699445,0.01219978,0.011784582,0.0027754784,0.001019733,0.0028437655],"category_scores_gemma":[0.039890435,0.0003716537,0.00050512905,0.009003624,0.003871687,0.0031901365,0.0031329766,0.0012938522,0.00027698427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00029372727,0.0007272306,0.04878132,0.0021775821,0.00009976303,0.001018545,0.17144412,0.0052909623,0.005070682,0.12655914,0.021829167,0.61670786],"study_design_scores_gemma":[0.00010550791,0.00060001103,0.1088231,0.002848525,0.00015443144,0.00025818852,0.4638687,0.009977826,0.007652662,0.009454386,0.3959351,0.00032161287],"about_ca_topic_score_codex":0.9438169,"about_ca_topic_score_gemma":0.9783211,"teacher_disagreement_score":0.81881666,"about_ca_system_score_codex":0.18118337,"about_ca_system_score_gemma":0.25068042,"threshold_uncertainty_score":0.9497112},"labels":[],"label_agreement":null},{"id":"W2559586841","doi":"10.3992/jgb.11.3.162.1","title":"WATER CONSERVATION: OBSERVATIONS FROM A HIGHER EDUCATION FACILITY MANAGEMENT PERSPECTIVE","year":2016,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Mohawk College","funders":"","keywords":"Business; Water conservation; Perspective (graphical); Facility management; Institution; Higher education; Academic institution; Environmental resource management; Best practice; Environmental planning; Public relations; Engineering; Marketing; Political science; Water resources; Environmental science; Management; Economic growth; Ecology; Computer science; Economics","score_opus":0.025966131736615876,"score_gpt":0.25845579852123607,"score_spread":0.23248966678462019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559586841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99457246,0.00008984432,0.0003552697,0.00044276813,0.000004498441,0.000022076778,0.00026672645,0.000014462725,0.00423201],"genre_scores_gemma":[0.9980566,0.00013123133,0.00018391026,0.00009547246,0.000007104935,0.000009703241,0.00008792928,0.000005137738,0.0014228523],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990289,0.00038601688,0.000047505775,0.00009918083,0.00016536501,0.0002729754],"domain_scores_gemma":[0.9957703,0.0019349391,0.00096030004,0.00019986037,0.0007184157,0.00041614872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010329674,0.00013669558,0.0001902861,0.0010665586,0.0022818542,0.0010960376,0.0005738534,0.00075532857,0.0035197758],"category_scores_gemma":[0.003860172,0.00017809562,0.00017778751,0.0015903225,0.0010727252,0.0010427724,0.0016994736,0.0011225477,0.00038229665],"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":[0.00023695127,0.00094049243,0.45280582,0.0004999371,0.000030095596,0.0039235875,0.45395705,0.0009824645,0.010061538,0.0012791886,0.008093847,0.06718902],"study_design_scores_gemma":[0.000005947549,0.00036376392,0.38774216,0.00013418107,0.000013854089,0.00050602335,0.5825608,0.0007378404,0.0033028556,0.00026065865,0.02433356,0.00003834587],"about_ca_topic_score_codex":0.02642598,"about_ca_topic_score_gemma":0.056653816,"teacher_disagreement_score":0.02642598,"about_ca_system_score_codex":0.0018578469,"about_ca_system_score_gemma":0.0011950071,"threshold_uncertainty_score":0.052544355},"labels":[],"label_agreement":null},{"id":"W2570152866","doi":"10.3992/jgb.11.4.131.1","title":"PERFORMANCE OF SUSTAINABLE BUILDINGS IN COLDER CLIMATES","year":2016,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"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":"Occupancy; Context (archaeology); Architectural engineering; Process (computing); Post-occupancy evaluation; Green building; Facility management; Sustainability; Building design; Energy performance; Building code; Computer science; Efficient energy use; Environmental resource management; Engineering; Business; Environmental science; Ecology; Geography","score_opus":0.007569687720743987,"score_gpt":0.22752500248254504,"score_spread":0.21995531476180105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570152866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883631,0.00007209822,0.00051495014,0.000046020778,0.0000067038004,0.00003737019,0.000638027,0.000037884263,0.010283864],"genre_scores_gemma":[0.99784946,0.00003133181,0.00032893952,0.0000046561154,0.0000015509074,0.000009482401,0.00034401202,0.000010779537,0.0014197922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982218,0.00023880228,0.00004054143,0.000091510454,0.00095110777,0.0004561622],"domain_scores_gemma":[0.9981172,0.00020611231,0.00014644266,0.0001131688,0.0011033233,0.00031370073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017960166,0.00051277597,0.00042582775,0.001061886,0.0015302633,0.0019166068,0.0006988871,0.00040918987,0.0030383721],"category_scores_gemma":[0.0017623871,0.00015688929,0.00045870562,0.0014900537,0.0009489187,0.00060898974,0.0010911993,0.0003927952,0.00051904627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034288063,0.00095709215,0.483141,0.00076548825,0.000350451,0.00078273646,0.010513331,0.2645719,0.053492676,0.010867984,0.00849505,0.16263342],"study_design_scores_gemma":[0.000035090015,0.0010932499,0.9443402,0.0000558538,0.00005932737,0.00006688313,0.006172278,0.02226334,0.012723061,0.0011748731,0.011880959,0.00013485532],"about_ca_topic_score_codex":0.6752915,"about_ca_topic_score_gemma":0.8101933,"teacher_disagreement_score":0.6752915,"about_ca_system_score_codex":0.010734586,"about_ca_system_score_gemma":0.004997277,"threshold_uncertainty_score":0.6532416},"labels":[],"label_agreement":null},{"id":"W2572639090","doi":"","title":"Sustainable Building and Energy-saving Options in Households. Case study: Meerstad","year":2006,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Sustainable energy; Architectural engineering; Energy (signal processing); Business; Environmental planning; Engineering; Environmental science; Geography; Renewable energy","score_opus":0.011440471265132639,"score_gpt":0.23384966983567013,"score_spread":0.22240919857053748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572639090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805218,0.00058860146,0.00083325105,0.0012459279,0.000014577864,0.000096268705,0.00036288076,0.00001716582,0.016319575],"genre_scores_gemma":[0.9871727,0.0009297294,0.0019227135,0.00018696547,0.000010106631,0.00009701473,0.00015181136,0.000010148722,0.009518658],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9993794,0.00029909136,0.000019180085,0.00006979926,0.00007374647,0.0001587858],"domain_scores_gemma":[0.99972326,0.00013561254,0.00003270476,0.000022065842,0.000020238349,0.00006611561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856786,0.0003502943,0.0003988945,0.00054235733,0.0035297477,0.0011248174,0.00077695824,0.002084231,0.0056774514],"category_scores_gemma":[0.000970428,0.0003354024,0.00035808075,0.0014319965,0.0011306126,0.0012078874,0.0011869592,0.00068609917,0.00048071152],"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":[0.00449506,0.009276193,0.14886077,0.001988424,0.0003538271,0.28688633,0.19462258,0.045298144,0.011837661,0.0629795,0.04024073,0.19316085],"study_design_scores_gemma":[0.0010479095,0.003202175,0.09561166,0.00059897,0.0002895702,0.03703176,0.52769727,0.019794572,0.014742259,0.0123086525,0.28745595,0.00021924023],"about_ca_topic_score_codex":0.028897462,"about_ca_topic_score_gemma":0.07579221,"teacher_disagreement_score":0.028897462,"about_ca_system_score_codex":0.0013810371,"about_ca_system_score_gemma":0.00079772284,"threshold_uncertainty_score":0.05745852},"labels":[],"label_agreement":null},{"id":"W2578654290","doi":"10.2495/sdp160101","title":"An evaluation of existing environmental buildings’ rating systems and suggested sustainable material selection assessment criteria","year":2016,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Selection (genetic algorithm); Computer science; Risk analysis (engineering); Environmental science; Business; Artificial intelligence","score_opus":0.012697764783725841,"score_gpt":0.25380451085634653,"score_spread":0.2411067460726207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578654290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60361886,0.0066516935,0.19170113,0.002408615,0.00050537824,0.0026620682,0.0034911276,0.0020888417,0.18687224],"genre_scores_gemma":[0.78309834,0.0020957103,0.20186871,0.000114537244,0.000045607194,0.0007368024,0.0024151932,0.00018805517,0.009437049],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9645148,0.012253912,0.0027750193,0.0008850584,0.018879611,0.000691631],"domain_scores_gemma":[0.96302474,0.012683395,0.0018047078,0.0025093814,0.019151382,0.0008263745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025857637,0.0009441863,0.0009795704,0.00912018,0.0013139779,0.0039140894,0.0018740274,0.0008089816,0.0059443596],"category_scores_gemma":[0.034050062,0.00043085273,0.0013157161,0.009541723,0.001070229,0.0026364406,0.0019642117,0.00085738377,0.0013901812],"study_design_candidate":"theoretical_or_conceptual","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":[0.0012427042,0.000992003,0.05122202,0.004066483,0.00020846588,0.00036686234,0.0035754845,0.03964522,0.0073938207,0.039363146,0.019779682,0.83214414],"study_design_scores_gemma":[0.0004181665,0.0066469726,0.29317224,0.0036586472,0.0011460324,0.0011052304,0.023288358,0.2897611,0.04805732,0.022394188,0.3093804,0.0009713615],"about_ca_topic_score_codex":0.0061280555,"about_ca_topic_score_gemma":0.009066125,"teacher_disagreement_score":0.025857637,"about_ca_system_score_codex":0.004344481,"about_ca_system_score_gemma":0.0037930228,"threshold_uncertainty_score":0.13674992},"labels":[],"label_agreement":null},{"id":"W2580713781","doi":"","title":"Development of rating system for Sustainable building in Malaysia","year":2009,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":52,"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":"Environmental impact assessment; Environmental quality; Sustainable development; Environmental design; Environmental resource management; Resource (disambiguation); Green building; Scale (ratio); Architectural engineering; Environmental planning; Sustainability; Engineering; Business; Computer science; Civil engineering; Environmental science; Geography; Political science","score_opus":0.009527566054222504,"score_gpt":0.24062630054685755,"score_spread":0.23109873449263504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580713781","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16794184,0.0018463375,0.60438335,0.0009335147,0.00033865712,0.0021811605,0.0072750505,0.0068279807,0.20827216],"genre_scores_gemma":[0.6352573,0.0010423673,0.33855036,0.000065195,0.00003566805,0.000968326,0.0040368587,0.00014814749,0.019895779],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965005,0.0012012852,0.0005808174,0.0003180309,0.0011607987,0.0002385124],"domain_scores_gemma":[0.9974636,0.00037148988,0.00030560332,0.00021180234,0.0015342062,0.000113282076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034931556,0.0005885011,0.00035200175,0.0033293052,0.00057388324,0.0025643555,0.00075997866,0.00044318658,0.007915686],"category_scores_gemma":[0.006292102,0.00024273127,0.00050123304,0.0022882246,0.00042975793,0.0022010366,0.0014048738,0.00058386807,0.0047605396],"study_design_candidate":"theoretical_or_conceptual","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":[0.00046308644,0.00014122126,0.034265295,0.0008671376,0.00007733196,0.00033466445,0.0015573374,0.035976805,0.0073837275,0.063543044,0.024966737,0.8304236],"study_design_scores_gemma":[0.00008974548,0.00081395195,0.085532434,0.00092639495,0.00017638066,0.0014186669,0.005133426,0.47386235,0.044580594,0.059737097,0.32729235,0.0004366479],"about_ca_topic_score_codex":0.006375271,"about_ca_topic_score_gemma":0.0053559905,"teacher_disagreement_score":0.007915686,"about_ca_system_score_codex":0.0017966485,"about_ca_system_score_gemma":0.0014201954,"threshold_uncertainty_score":0.026480556},"labels":[],"label_agreement":null},{"id":"W2587229677","doi":"10.5539/mas.v11n3p112","title":"The Role of Eco-Technologic Solutions in Designing Buildings based on Energy-Saving Approach","year":2017,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Quality (philosophy); Architectural engineering; Sustainable development; Environmental pollution; Energy consumption; Environmental economics; Computer science; Environmental planning; Environmental science; Engineering; Ecology; Environmental protection; Economics","score_opus":0.014341239221549814,"score_gpt":0.2222141424343925,"score_spread":0.20787290321284269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587229677","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26594853,0.009073043,0.19604518,0.040536165,0.0003774895,0.0012702442,0.0001145539,0.00013058796,0.4865042],"genre_scores_gemma":[0.94282234,0.0030155724,0.04089486,0.0011572158,0.000030174435,0.0003449891,0.000021740756,0.000024379045,0.011688747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9838832,0.013193601,0.00030786617,0.00028261493,0.0018044248,0.000528247],"domain_scores_gemma":[0.9940884,0.004186629,0.00037234588,0.0002765618,0.00082588533,0.00025021803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009624771,0.00040699655,0.00025404157,0.0019551755,0.0031253996,0.0075395093,0.00087940803,0.0012382611,0.003692695],"category_scores_gemma":[0.006013033,0.00023325346,0.00042105722,0.0016170618,0.006721751,0.004622751,0.0034347593,0.0012142187,0.00043630446],"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":[0.00005471536,0.00034861686,0.0054684714,0.0028133446,0.000043545533,0.0007670625,0.19392966,0.0026649893,0.0058979737,0.6212215,0.0035085073,0.16328157],"study_design_scores_gemma":[0.0000367081,0.00030039216,0.005354206,0.0031039747,0.00008795651,0.00089994655,0.45750207,0.004013084,0.009294438,0.17567587,0.3436632,0.00006819894],"about_ca_topic_score_codex":0.0016583896,"about_ca_topic_score_gemma":0.004340055,"teacher_disagreement_score":0.009624771,"about_ca_system_score_codex":0.004578904,"about_ca_system_score_gemma":0.008889292,"threshold_uncertainty_score":0.050901234},"labels":[],"label_agreement":null},{"id":"W2588122786","doi":"","title":"Sustainable Home Renovation for Canadians","year":2011,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Sustainable living; Climate change; Sustainable design; Environmental planning; Business; Engineering; Sustainability; Geography; Ecology","score_opus":0.01988452129761376,"score_gpt":0.22161951212015762,"score_spread":0.20173499082254387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588122786","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034727894,0.01019826,0.007853557,0.047592856,0.0024769874,0.00046383322,0.013166879,0.0025232558,0.8809966],"genre_scores_gemma":[0.11658599,0.00968995,0.019236732,0.0037611504,0.00012156255,0.00018204792,0.006436187,0.0006337959,0.84335256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987394,0.00007547138,0.00002405502,0.00008164324,0.00064210035,0.000437389],"domain_scores_gemma":[0.9978021,0.00004140855,0.000030075671,0.00010904894,0.00145297,0.0005643839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012750566,0.0005519139,0.00022806482,0.001125423,0.009992344,0.0032077972,0.001676647,0.0010019481,0.062372558],"category_scores_gemma":[0.0018062735,0.0002969993,0.00073136576,0.002215753,0.00094923517,0.0010090806,0.0026177843,0.0012295148,0.0048665004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053253814,0.000053226802,0.0031750174,0.0002514334,0.000012465192,0.00035897765,0.0016812987,0.0010826343,0.0011389464,0.04352068,0.7595389,0.18913315],"study_design_scores_gemma":[0.0000044462013,0.000008614427,0.0032468652,0.000053975436,0.000005256887,0.00005078372,0.00091285433,0.00018351988,0.0002473195,0.00057531125,0.9946956,0.000015488973],"about_ca_topic_score_codex":0.9814399,"about_ca_topic_score_gemma":0.9955309,"teacher_disagreement_score":0.062372558,"about_ca_system_score_codex":0.04039066,"about_ca_system_score_gemma":0.14078078,"threshold_uncertainty_score":0.29305607},"labels":[],"label_agreement":null},{"id":"W2593466003","doi":"10.1201/9781315116068-27","title":"Real estate, residency, design and sustainability: Reconsidering innovation and efficacy in development","year":2017,"lang":"en","type":"article","venue":"The 10th EAAE/ARCC International Conference","topic":"Sustainable Building Design and Assessment","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":"Real estate; Sharing economy; Renting; Business; Function (biology); Marketing; Economics; Finance; Political science; Law","score_opus":0.06730428499343157,"score_gpt":0.312932007016819,"score_spread":0.24562772202338745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593466003","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050941747,0.060771,0.027730761,0.37462452,0.0023596776,0.00014992029,0.000068367255,0.00021668946,0.4831373],"genre_scores_gemma":[0.93099916,0.019490542,0.011497789,0.018374234,0.001105293,0.00022156491,0.000028005665,0.00017681094,0.018106546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97687554,0.015235051,0.0006248381,0.0020383084,0.003514215,0.0017120376],"domain_scores_gemma":[0.95742136,0.030687457,0.001665737,0.003965716,0.0033958473,0.0028639375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03254321,0.00092494156,0.0010756648,0.0035078712,0.009913122,0.02466659,0.0025206627,0.007079012,0.010014984],"category_scores_gemma":[0.029625658,0.0006387487,0.0006730818,0.001645097,0.1215964,0.035025664,0.017372873,0.009321648,0.0017635361],"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":[0.000023487328,0.00009232708,0.0016804955,0.00022609385,0.000017019558,0.00009752995,0.025110332,0.000292899,0.00013334463,0.9084795,0.009212953,0.05463394],"study_design_scores_gemma":[0.000035675046,0.00010597611,0.0011474142,0.0010937682,0.000016815146,0.00017950083,0.02233776,0.00043044737,0.00027508647,0.75854254,0.21579821,0.000036779562],"about_ca_topic_score_codex":0.004644045,"about_ca_topic_score_gemma":0.005569154,"teacher_disagreement_score":0.03254321,"about_ca_system_score_codex":0.010911165,"about_ca_system_score_gemma":0.013614341,"threshold_uncertainty_score":0.17210704},"labels":[],"label_agreement":null},{"id":"W2594236441","doi":"10.3390/app7020180","title":"Construction Industrialization in China: Current Profile and the Prediction","year":2017,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Industrialisation; China; Delphi method; Regional science; Construction industry; Economic growth; Business; Geography; Engineering; Political science; Economics; Construction engineering; Computer science","score_opus":0.01822287549148782,"score_gpt":0.2577209770947853,"score_spread":0.2394981016032975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594236441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416345,0.0006083107,0.0002798352,0.00027132907,0.000008555201,0.000015059401,0.0012405377,0.000029217617,0.0033836607],"genre_scores_gemma":[0.9970515,0.00065896194,0.00011640124,0.000018593179,0.0000079190595,0.000010150979,0.001449592,0.0000028840923,0.0006840355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954,0.000032650154,0.00006067339,0.0000793717,0.00015369667,0.00013372234],"domain_scores_gemma":[0.9987363,0.00013760402,0.0003924724,0.000061301515,0.00046326127,0.00020911152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007745443,0.00032809374,0.0002070128,0.0034751645,0.000396982,0.0008085488,0.00040402563,0.00024894445,0.0018857484],"category_scores_gemma":[0.0011044798,0.00021662873,0.00051325274,0.005813378,0.00034206753,0.0010056688,0.0006947466,0.0002915679,0.00035842246],"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":[0.000014133404,0.000016923876,0.9889577,0.000027812852,0.000013529215,0.00007643252,0.00038043206,0.0004524797,0.00013174591,0.00021382007,0.0004767607,0.009238208],"study_design_scores_gemma":[6.8462316e-7,0.000013425464,0.997335,0.0000097453585,0.0000055035553,0.00004115654,0.0006545611,0.0010139903,0.00006198005,0.000054920285,0.0008051274,0.0000038950907],"about_ca_topic_score_codex":0.06643187,"about_ca_topic_score_gemma":0.06665547,"teacher_disagreement_score":0.06643187,"about_ca_system_score_codex":0.001698504,"about_ca_system_score_gemma":0.001936232,"threshold_uncertainty_score":0.13209039},"labels":[],"label_agreement":null},{"id":"W2595110336","doi":"10.38140/as.v12i2.1737","title":"Commentary on “site managers manual on energy and water efficient housing”","year":2005,"lang":"en","type":"article","venue":"Acta Structilia","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Works and Government Services Canada","funders":"University of Pretoria; National Research Foundation","keywords":"Energy (signal processing); Business; Architectural engineering; Environmental science; Operations management; Engineering; Mathematics; Statistics","score_opus":0.004566524760600338,"score_gpt":0.20963950504426462,"score_spread":0.20507298028366427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595110336","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000369252,0.0013743753,0.00024690956,0.91353774,0.07978417,0.000029043613,0.00017723428,0.00007467946,0.0044065807],"genre_scores_gemma":[0.0026180511,0.0006684908,0.00020433725,0.95057213,0.03154909,0.00008676477,0.000064187414,0.00006450264,0.0141724255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949062,0.001588601,0.00042833612,0.0005658943,0.0020820114,0.0004288491],"domain_scores_gemma":[0.97991264,0.0106172385,0.0009088817,0.0004882812,0.006740671,0.0013321973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051386966,0.0010660859,0.0010121433,0.0009955998,0.004677596,0.002798319,0.004252543,0.0310744,0.014461397],"category_scores_gemma":[0.023217183,0.0008659117,0.001038402,0.001270818,0.0032071278,0.0033887685,0.0015432106,0.028383348,0.008249246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009088037,0.000003178909,0.000029698349,0.0000261518,0.0000011660854,0.000048532318,0.000063370244,0.00001112861,0.000037870068,0.0003378042,0.99848515,0.00094696984],"study_design_scores_gemma":[0.000015776774,0.000023984801,0.0008699632,0.00022790134,0.0000080989585,0.00015550996,0.0004997818,0.000058176527,0.00021092106,0.0007798355,0.99712306,0.000026895974],"about_ca_topic_score_codex":0.03517512,"about_ca_topic_score_gemma":0.06088786,"teacher_disagreement_score":0.03517512,"about_ca_system_score_codex":0.0050375806,"about_ca_system_score_gemma":0.0067377416,"threshold_uncertainty_score":0.069940746},"labels":[],"label_agreement":null},{"id":"W2607480556","doi":"10.7202/1050496ar","title":"Definitions and Redefinitions of Urban Sustainability: A Bibliometric Approach","year":2018,"lang":"en","type":"article","venue":"Environnement urbain","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Citizen journalism; Sustainable city; Sociology; Sustainable development; Subject (documents); Psychological resilience; Urban resilience; Regional science; Social science; Urban planning; Geography; Economic geography; Political science; Computer science; Civil engineering; Psychology; Library science; Engineering; Ecology","score_opus":0.022225465788891344,"score_gpt":0.22887407097790155,"score_spread":0.2066486051890102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607480556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42576817,0.1343964,0.05593818,0.008474135,0.0008311978,0.0029834346,0.06321882,0.0010135592,0.3073761],"genre_scores_gemma":[0.8468789,0.05136255,0.06291924,0.0006508685,0.0006043939,0.00420175,0.027961629,0.00022240051,0.005198337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9640746,0.012198305,0.007144821,0.002141057,0.013618001,0.000823108],"domain_scores_gemma":[0.9100701,0.06402533,0.009498153,0.0045950944,0.011177395,0.0006338772],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.021693006,0.00085221784,0.001906796,0.25590035,0.0027856021,0.012396136,0.0016393235,0.001216151,0.0058327923],"category_scores_gemma":[0.0880678,0.0005275043,0.0010766514,0.33383694,0.0039205453,0.009984423,0.0069836415,0.0009083607,0.0008346739],"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":[0.00023819368,0.00018404303,0.1207898,0.031667326,0.001159069,0.0006670338,0.058837533,0.0028050207,0.0029608891,0.21039484,0.024391918,0.5459044],"study_design_scores_gemma":[0.000085854015,0.00016107934,0.21670143,0.013038451,0.0013561529,0.0015425342,0.1159508,0.0068086544,0.003167472,0.10451643,0.5363864,0.00028480534],"about_ca_topic_score_codex":0.0065558283,"about_ca_topic_score_gemma":0.0063999025,"teacher_disagreement_score":0.7440996,"about_ca_system_score_codex":0.0059951106,"about_ca_system_score_gemma":0.0067140027,"threshold_uncertainty_score":0.114724934},"labels":[],"label_agreement":null},{"id":"W2614905224","doi":"10.1111/jiec.12647","title":"LEED v4: Where Are We Now? Critical Assessment through the LCA of an Office Building Using a Low Impact Energy Consumption Mix","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Environmental impact assessment; Life-cycle assessment; Context (archaeology); Environmental economics; Certification; Energy consumption; Consumption (sociology); Environmental design; Electricity; Efficient energy use; Work (physics); Energy mix; Industrial ecology; Architectural engineering; Business; Sustainability; Engineering; Civil engineering; Electricity generation; Production (economics); Economics; Mechanical engineering","score_opus":0.06888017919208522,"score_gpt":0.36967463365506503,"score_spread":0.3007944544629798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614905224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72645444,0.0009928644,0.04574687,0.0032401355,0.0003291366,0.0013074481,0.016353764,0.002349684,0.2032256],"genre_scores_gemma":[0.888294,0.0004390185,0.0729549,0.0004754778,0.000043456945,0.00048760834,0.004758879,0.00076647935,0.031780284],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985071,0.0004825246,0.00003266678,0.00009073596,0.00073274586,0.00015425964],"domain_scores_gemma":[0.9986426,0.0004958467,0.000056534256,0.00012614131,0.00058286724,0.000095999305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029554497,0.00057637354,0.00054656423,0.0012362401,0.00082221517,0.0024172247,0.001346556,0.0009100205,0.015614495],"category_scores_gemma":[0.003609482,0.00033754457,0.00076389697,0.0011471846,0.00058927614,0.0020175616,0.0011637267,0.00078479527,0.0015338273],"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":[0.011041141,0.0014446784,0.08955225,0.0022687248,0.00062799227,0.0019013097,0.0021784762,0.18417838,0.061114043,0.059968926,0.13886136,0.44686267],"study_design_scores_gemma":[0.00089467457,0.0037122099,0.10246478,0.0009973566,0.0007972151,0.0004409502,0.010974204,0.34964186,0.12425224,0.05180699,0.35327852,0.0007390374],"about_ca_topic_score_codex":0.036151055,"about_ca_topic_score_gemma":0.09195937,"teacher_disagreement_score":0.036151055,"about_ca_system_score_codex":0.0020641496,"about_ca_system_score_gemma":0.0026368257,"threshold_uncertainty_score":0.071881235},"labels":[],"label_agreement":null},{"id":"W2620691485","doi":"10.1016/j.ijsbe.2017.05.003","title":"Energy consumption analysis of school buildings in Manitoba, Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Sustainable Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Hydro; U.S. Environmental Protection Agency","keywords":"Energy consumption; Consumption (sociology); Business; Environmental science; Agricultural economics; Engineering; Economics; Sociology","score_opus":0.013389445126357449,"score_gpt":0.23664408101633988,"score_spread":0.22325463588998243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620691485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98264253,0.00087380555,0.00034957458,0.00014695927,0.000007661761,0.00008314475,0.008847873,0.000032453154,0.0070160446],"genre_scores_gemma":[0.9890054,0.0008756583,0.00072743936,0.000060945134,0.0000027697922,0.00004777119,0.005488074,0.00001294118,0.0037791117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99960023,0.000023159873,0.000018461034,0.00005448681,0.00017306198,0.00013064063],"domain_scores_gemma":[0.9991648,0.000032248365,0.000060322738,0.000019509678,0.0006150085,0.000108211054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028757783,0.00045152236,0.00035202823,0.0027034213,0.0025411982,0.0011507312,0.001029666,0.00020118729,0.0020305368],"category_scores_gemma":[0.00062461995,0.00026736784,0.00061363354,0.009415075,0.00045920323,0.00023294454,0.0006244307,0.00029776536,0.00032482177],"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":[0.00011756521,0.000084391555,0.9665766,0.00019557339,0.000124971,0.00022179406,0.0022582489,0.0027888631,0.001392381,0.00069211464,0.0035190342,0.022028401],"study_design_scores_gemma":[0.0000039201213,0.000016775379,0.9926805,0.000036160018,0.000024012326,0.000037414356,0.0031897596,0.0010792144,0.0002596437,0.000027794498,0.00263208,0.0000128061465],"about_ca_topic_score_codex":0.9978186,"about_ca_topic_score_gemma":0.9992156,"teacher_disagreement_score":0.038412657,"about_ca_system_score_codex":0.038412657,"about_ca_system_score_gemma":0.031000385,"threshold_uncertainty_score":0.27870464},"labels":[],"label_agreement":null},{"id":"W2624933552","doi":"10.1016/j.enbuild.2017.06.017","title":"A green home decision-making tool: Sustainability assessment for homeowners","year":2017,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Stakeholder; Consistency (knowledge bases); Weighting; Sustainable design; Environmental economics; Engineering; Business; Environmental resource management; Architectural engineering; Computer science; Economics; Management","score_opus":0.00791017839357591,"score_gpt":0.27530437796543267,"score_spread":0.2673941995718568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624933552","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4337693,0.00034967426,0.48611474,0.0015248344,0.00018802678,0.0013984729,0.006795655,0.0056433976,0.06421588],"genre_scores_gemma":[0.67529166,0.00016483216,0.3144974,0.0001714974,0.000024413557,0.00043236482,0.0018907177,0.00019970004,0.0073274216],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751955,0.0011070867,0.00014305071,0.00016931165,0.0009311399,0.00012991198],"domain_scores_gemma":[0.99517703,0.0025204138,0.00036731845,0.00031518677,0.0013132357,0.00030679075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043215808,0.0009601397,0.0008620462,0.0030855148,0.0009416838,0.0030286438,0.00096227124,0.0011123049,0.011099223],"category_scores_gemma":[0.008854584,0.00039304394,0.000824971,0.0017093836,0.00041887755,0.002468919,0.0019045142,0.00060656056,0.0012169303],"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":[0.0013301972,0.0027290569,0.0626444,0.00088336144,0.00041267634,0.00058675354,0.0019132956,0.1451913,0.010484836,0.027528562,0.036247566,0.7100481],"study_design_scores_gemma":[0.00024502465,0.0012180327,0.045301832,0.0006289745,0.00038994555,0.0003768914,0.003984328,0.8383737,0.023073262,0.036738265,0.049330655,0.00033908017],"about_ca_topic_score_codex":0.0044589383,"about_ca_topic_score_gemma":0.010278531,"teacher_disagreement_score":0.011099223,"about_ca_system_score_codex":0.0014790285,"about_ca_system_score_gemma":0.0019690476,"threshold_uncertainty_score":0.037130594},"labels":[],"label_agreement":null},{"id":"W2627064951","doi":"","title":"Role of Educational Strategies for Human Resources in Green Infrastructure Operation and Maintenance","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Risk analysis (engineering); Environmental planning; Environmental resource management; Process management; Computer science; Environmental science","score_opus":0.004806365796550228,"score_gpt":0.2296680034329122,"score_spread":0.22486163763636197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627064951","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44832024,0.0032781074,0.02567354,0.06795167,0.00078813534,0.00059062795,0.00023123344,0.00036671874,0.4527997],"genre_scores_gemma":[0.97542983,0.0008054758,0.009167706,0.0013875682,0.00005808708,0.00013796556,0.000026881115,0.000019631472,0.01296676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777323,0.0012486463,0.000052879357,0.00012473352,0.00031973008,0.00048068678],"domain_scores_gemma":[0.98954076,0.0054018763,0.000727838,0.00035766486,0.0010345394,0.0029373511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048529366,0.00038359154,0.00017473199,0.00080954254,0.0014143154,0.0041875555,0.0010500242,0.0013549261,0.01654786],"category_scores_gemma":[0.010642033,0.00016973834,0.00022434513,0.00035892476,0.0016105942,0.0018578441,0.0028380745,0.0012501142,0.0013151873],"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":[0.0005680994,0.0057152044,0.02673762,0.0008341359,0.000064270884,0.00050828425,0.0077056726,0.005328399,0.0032331843,0.14993298,0.022690406,0.7766818],"study_design_scores_gemma":[0.00070461194,0.0030837385,0.16392516,0.0070788506,0.00035891403,0.00059605547,0.06137275,0.021217888,0.022568485,0.2255924,0.49329025,0.00021100012],"about_ca_topic_score_codex":0.0064037084,"about_ca_topic_score_gemma":0.01593119,"teacher_disagreement_score":0.01654786,"about_ca_system_score_codex":0.0031687098,"about_ca_system_score_gemma":0.012233592,"threshold_uncertainty_score":0.05535811},"labels":[],"label_agreement":null},{"id":"W2660684928","doi":"10.22215/cfice-2016-01","title":"Community Environmental Sustainability (Ottawa) Hub Evaluation Synthesis Report","year":2016,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Environmental resource management; Environmental planning; Environmental science; Business; Ecology","score_opus":0.03141043731576746,"score_gpt":0.3032146731885211,"score_spread":0.2718042358727536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2660684928","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018333364,0.0038837078,0.0035283258,0.0038464644,0.0008746084,0.008125859,0.52812135,0.0006889245,0.43259734],"genre_scores_gemma":[0.08672569,0.008279169,0.019436456,0.0019415974,0.00010257433,0.009955181,0.2364468,0.0010029922,0.63610953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99059415,0.00133333,0.00034428047,0.00045824694,0.0062539047,0.0010160992],"domain_scores_gemma":[0.97899663,0.0009911011,0.000458002,0.001103869,0.01709723,0.0013531955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011160931,0.0014586819,0.0014053555,0.0043793954,0.0030635654,0.004620053,0.0021826976,0.0012183975,0.048062213],"category_scores_gemma":[0.010822552,0.0012957131,0.0012505995,0.008344095,0.00092038995,0.0017366118,0.0028903326,0.0017775834,0.010363788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021813144,0.00048330997,0.008230884,0.0029819554,0.0002858086,0.00013503192,0.0004880373,0.0042457315,0.0012647682,0.005545738,0.8997984,0.07435895],"study_design_scores_gemma":[0.000635879,0.00032877343,0.07257459,0.0025376235,0.00060433825,0.000060178463,0.0020458756,0.0011964944,0.009377471,0.0022898093,0.90819055,0.00015831435],"about_ca_topic_score_codex":0.9173173,"about_ca_topic_score_gemma":0.9724486,"teacher_disagreement_score":0.08268273,"about_ca_system_score_codex":0.047503732,"about_ca_system_score_gemma":0.16456386,"threshold_uncertainty_score":0.3446653},"labels":[],"label_agreement":null},{"id":"W2728389995","doi":"10.18820/24150487/as24i1.4","title":"Volhoubare fasiliteitsbestuur in winkelsentrums in Pretoria","year":2017,"lang":"en","type":"article","venue":"Acta Structilia","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Facility management; Business; Property management; Sustainable management; Sample (material); Consumption (sociology); Population; Sustainable development; Quarter (Canadian coin); Marketing; Environmental resource management; Sustainability; Geography; Finance; Environmental health; Medicine","score_opus":0.010138531705000176,"score_gpt":0.25177855739134375,"score_spread":0.24164002568634357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728389995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953355,0.00046107045,0.00006782861,0.00017793369,0.000010373699,0.000020605632,0.000069892674,0.000005763243,0.0038510326],"genre_scores_gemma":[0.99370474,0.00071827817,0.00038484205,0.000059308233,0.0000052778746,0.000028799115,0.000078851095,0.000005505126,0.0050143753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996929,0.000056538523,0.000024583293,0.00005015795,0.00004045253,0.0001354355],"domain_scores_gemma":[0.99962044,0.00007933359,0.0001421343,0.0000150656915,0.00003676836,0.00010616109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026134352,0.00023608877,0.00027241942,0.00073312526,0.0014936378,0.0014223617,0.00043213813,0.0003766298,0.009221317],"category_scores_gemma":[0.0007528741,0.00034913523,0.00017375409,0.0010373865,0.001090258,0.00085405377,0.0014675419,0.000543559,0.0008353916],"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":[0.0005622829,0.00050025503,0.50783384,0.002665978,0.0001260271,0.032923937,0.17342687,0.0012767821,0.016130883,0.0072334907,0.007583497,0.24973616],"study_design_scores_gemma":[0.000013246095,0.00032407284,0.72499436,0.0005961761,0.00003837131,0.0037348953,0.22072373,0.00041316982,0.0014235836,0.00034412634,0.04734643,0.000047886115],"about_ca_topic_score_codex":0.022715285,"about_ca_topic_score_gemma":0.098005936,"teacher_disagreement_score":0.022715285,"about_ca_system_score_codex":0.0014889615,"about_ca_system_score_gemma":0.0017630509,"threshold_uncertainty_score":0.045166135},"labels":[],"label_agreement":null},{"id":"W2732661133","doi":"10.1016/j.buildenv.2017.07.007","title":"A critical comparison of green building rating systems","year":2017,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":609,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"European Commission; Auckland University of Technology, New Zealand","keywords":"Rating system; Green building; Environmental science; Reliability engineering; Architectural engineering; Engineering; Computer science; Economics; Environmental economics","score_opus":0.022115273226660376,"score_gpt":0.28572437717746335,"score_spread":0.26360910395080295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732661133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65637016,0.0037713714,0.14177506,0.0023934182,0.00086955895,0.0019081938,0.004232674,0.0011959384,0.18748364],"genre_scores_gemma":[0.95299673,0.00034669245,0.04035727,0.00018254544,0.00006889406,0.00024551456,0.0007566507,0.0001829494,0.0048628026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9657394,0.01772145,0.0013573206,0.0017307817,0.012761412,0.0006896527],"domain_scores_gemma":[0.87673,0.072823025,0.003427412,0.00772102,0.038545813,0.0007526405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031470716,0.0005591628,0.000859086,0.005046568,0.0010474001,0.0041801096,0.0016819711,0.0012680214,0.010306914],"category_scores_gemma":[0.108399846,0.00034738737,0.0006796107,0.002934568,0.0013068414,0.0030856202,0.0016139131,0.0011863743,0.0015922285],"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":[0.008658112,0.0007734569,0.08600233,0.0023347402,0.0007003753,0.00021630152,0.0054029506,0.050641168,0.015520201,0.16295527,0.023336116,0.64345896],"study_design_scores_gemma":[0.0009480301,0.01047153,0.43574822,0.0017082649,0.0014902955,0.0007721964,0.014240306,0.272866,0.057590164,0.083298095,0.120097525,0.0007693976],"about_ca_topic_score_codex":0.0054545416,"about_ca_topic_score_gemma":0.0060714134,"teacher_disagreement_score":0.031470716,"about_ca_system_score_codex":0.004038279,"about_ca_system_score_gemma":0.0014306164,"threshold_uncertainty_score":0.16643506},"labels":[],"label_agreement":null},{"id":"W2740883833","doi":"10.5539/jsd.v10n4p143","title":"Evaluation of Building Materials Based on Sustainable Development Indicators","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Business; Environmental economics; Construction engineering; Order (exchange); Likert scale; Environmental resource management; Environmental science; Engineering; Economics","score_opus":0.019400548786167676,"score_gpt":0.27797142763176147,"score_spread":0.2585708788455938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740883833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139763,0.001130474,0.02134418,0.00026079378,0.000057998703,0.0006785856,0.0008600057,0.000108791966,0.061582882],"genre_scores_gemma":[0.9807674,0.0005189906,0.015497466,0.000021715872,0.000009204027,0.00020037056,0.0005589922,0.00002109,0.0024045878],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9875049,0.0029013003,0.00061060116,0.00016922457,0.008519215,0.0002947734],"domain_scores_gemma":[0.9870738,0.004150034,0.0016882427,0.00043204235,0.0062646135,0.00039131884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076034334,0.0006955184,0.00049814134,0.0062430543,0.00046852385,0.0018644797,0.0005495533,0.0004506909,0.0025913196],"category_scores_gemma":[0.015592216,0.00017020997,0.0004953385,0.0038398162,0.0006203348,0.0015732005,0.0011850332,0.0003565965,0.0005629071],"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":[0.0012676787,0.0012685508,0.35925403,0.0040605003,0.00036972912,0.0005101007,0.00530235,0.015781518,0.048389245,0.012207206,0.0042262143,0.5473629],"study_design_scores_gemma":[0.000067700756,0.00615893,0.7114276,0.0020799427,0.000656551,0.0007411498,0.03050006,0.033294544,0.14119786,0.0091136955,0.06446915,0.00029274673],"about_ca_topic_score_codex":0.0010314436,"about_ca_topic_score_gemma":0.002879253,"teacher_disagreement_score":0.0076034334,"about_ca_system_score_codex":0.0011260996,"about_ca_system_score_gemma":0.0012976015,"threshold_uncertainty_score":0.04021132},"labels":[],"label_agreement":null},{"id":"W2742094570","doi":"10.1057/978-1-137-57446-6_2","title":"Why Energy-Efficient Commercial Real Estate Matters","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"York University","funders":"","keywords":"Certification; Corporation; Real estate; Business; Efficient energy use; Energy (signal processing); Environmental economics; Architectural engineering; Finance; Engineering; Economics; Management; Electrical engineering","score_opus":0.01499406738951155,"score_gpt":0.23135293437709928,"score_spread":0.21635886698758772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742094570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006716823,0.043036256,0.0021975548,0.09320179,0.0035532147,0.000015793103,0.00009868138,0.00011722963,0.85106266],"genre_scores_gemma":[0.116779745,0.027389634,0.001737718,0.020207087,0.0013465458,0.000023017223,0.00011735902,0.0002455435,0.8321534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963963,0.00007707337,0.00000927215,0.000057328853,0.00015724257,0.00005939387],"domain_scores_gemma":[0.99960357,0.000175287,0.000018270655,0.000043183438,0.00012072568,0.000039073788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059546466,0.00027652623,0.00018612086,0.0003508573,0.0012423771,0.005105471,0.0004542384,0.0021070973,0.031706523],"category_scores_gemma":[0.0014855292,0.00020480684,0.00018816252,0.0007122095,0.0033298873,0.006610641,0.00091274374,0.0029614149,0.011834181],"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":[0.000010857588,0.00002598752,0.0002639144,0.00014670471,0.0000036256474,0.00011493129,0.0012661995,0.00018758164,0.00037750168,0.62465507,0.31105125,0.06189637],"study_design_scores_gemma":[0.000003634068,0.000004999765,0.00024143833,0.0001297023,0.0000019430274,0.0001428551,0.0007109533,0.000085559404,0.0002648747,0.077566594,0.9208427,0.0000047646804],"about_ca_topic_score_codex":0.003922432,"about_ca_topic_score_gemma":0.010047933,"teacher_disagreement_score":0.031706523,"about_ca_system_score_codex":0.0019608645,"about_ca_system_score_gemma":0.00114321,"threshold_uncertainty_score":0.10606885},"labels":[],"label_agreement":null},{"id":"W2744539167","doi":"","title":"Exploring the Value of Tenant Engagement for Energy Conservation and Understanding Owner and Manager Perspective for Implementation of Tenant Engagement Programs in Multi-use Residentail Buildings in Toronto","year":2016,"lang":"en","type":"article","venue":"Energy: Expectations and Uncertainty,39th IAEE International Conference,Jun 19-22, 2016","topic":"Sustainable Building Design and Assessment","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":"Perspective (graphical); Value (mathematics); Business; Architectural engineering; Computer science; Engineering; Artificial intelligence","score_opus":0.13981883299865455,"score_gpt":0.3315437010276987,"score_spread":0.19172486802904415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744539167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872565,0.00006305215,0.0011599892,0.0024711685,0.000015998448,0.00004658881,0.000024597004,0.000009289139,0.008952848],"genre_scores_gemma":[0.9991788,0.000022398966,0.0002393515,0.00005230468,0.0000011426996,0.000014709689,0.000006667079,0.00000210453,0.00048257006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99274725,0.003925689,0.00014511404,0.0002855674,0.0008096004,0.002086847],"domain_scores_gemma":[0.98913467,0.004180617,0.0014220347,0.00025342932,0.0019200298,0.0030892007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006200487,0.00023759494,0.00017136651,0.0005322308,0.005507441,0.005074714,0.0014665332,0.0008299628,0.0038951172],"category_scores_gemma":[0.015433569,0.00023222869,0.00030540946,0.00054684305,0.0027570035,0.002680635,0.0045457724,0.0015515981,0.00017636569],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030813742,0.00083518995,0.2620242,0.00020431579,0.00007513742,0.0009405843,0.6655449,0.001288286,0.0018873997,0.013188468,0.0033803843,0.05032298],"study_design_scores_gemma":[0.0000067021656,0.00020577853,0.09635129,0.00013181221,0.000024729303,0.00005092788,0.8920913,0.0018558754,0.0005473976,0.0011357317,0.007574022,0.000024408097],"about_ca_topic_score_codex":0.16425225,"about_ca_topic_score_gemma":0.44105312,"teacher_disagreement_score":0.8357477,"about_ca_system_score_codex":0.01791862,"about_ca_system_score_gemma":0.021095524,"threshold_uncertainty_score":0.3265924},"labels":[],"label_agreement":null},{"id":"W2751631292","doi":"10.1080/09613218.2017.1358569","title":"Rethinking sustainability frameworks in neighbourhood projects: a process-based approach","year":2017,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sustainability; Framing (construction); Software deployment; Process management; Neighbourhood (mathematics); Process (computing); Sustainability organizations; Management science; Engineering; Computer science; Civil engineering","score_opus":0.04050357675627354,"score_gpt":0.36040609342270075,"score_spread":0.3199025166664272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751631292","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22588204,0.001625998,0.6578762,0.009956785,0.00021490477,0.0034047407,0.00011563693,0.00032963644,0.10059407],"genre_scores_gemma":[0.7848163,0.000778649,0.20717637,0.00031147813,0.000023810368,0.0016062637,0.00008417327,0.00011665502,0.0050861547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9397657,0.050985865,0.0010377727,0.0021351452,0.0042215064,0.00185405],"domain_scores_gemma":[0.95493215,0.035919454,0.0018616905,0.0037396674,0.0026540905,0.0008929516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.065295465,0.0011872669,0.0007317934,0.005493949,0.0074138422,0.017169988,0.004354269,0.0039477763,0.0027898997],"category_scores_gemma":[0.039406244,0.0010064149,0.0011387158,0.0044399705,0.02572198,0.011869065,0.01428568,0.0044492944,0.00034890784],"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":[0.000081678016,0.0004385207,0.004841026,0.0007077237,0.000051619267,0.001306137,0.34648055,0.011473236,0.0026161654,0.5475755,0.0009645023,0.08346329],"study_design_scores_gemma":[0.00010919213,0.00035965513,0.0034390925,0.0019047232,0.00008501524,0.0004946624,0.30975157,0.020100584,0.0049265637,0.5094131,0.1492706,0.00014519315],"about_ca_topic_score_codex":0.006531875,"about_ca_topic_score_gemma":0.010459324,"teacher_disagreement_score":0.065295465,"about_ca_system_score_codex":0.014733555,"about_ca_system_score_gemma":0.015791949,"threshold_uncertainty_score":0.34531957},"labels":[],"label_agreement":null},{"id":"W2753282736","doi":"10.1080/09613218.2017.1358032","title":"Effect of green building certification on organizational productivity metrics","year":2017,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Certification; Productivity; Business; Accommodation; Job satisfaction; Facility management; Green building; Marketing; Environmental economics; Operations management; Environmental resource management; Architectural engineering; Management; Engineering; Psychology; Environmental science; Economics; Economic growth","score_opus":0.03436393138926913,"score_gpt":0.348421925684108,"score_spread":0.3140579942948389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753282736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995805,0.00032729248,0.00045313567,0.00027192716,0.000024934207,0.000021439457,0.00022255217,0.00003228699,0.0028414004],"genre_scores_gemma":[0.999326,0.0000418737,0.00019683137,0.000026177368,0.0000053620365,0.0000064069263,0.00010443461,0.000005536606,0.00028749404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941671,0.0028346526,0.00019501001,0.00045566418,0.001555198,0.00079253386],"domain_scores_gemma":[0.92286617,0.04401553,0.013876577,0.004030926,0.008695785,0.00651506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00721811,0.00033958122,0.0003087034,0.0007362296,0.00062102725,0.0013485504,0.0006269881,0.00044324106,0.0028247905],"category_scores_gemma":[0.05254463,0.0001242615,0.0006201427,0.00089033745,0.0010754265,0.0008588458,0.0012766083,0.00075581105,0.00026626885],"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":[0.0014284682,0.00051835773,0.93726426,0.00009330777,0.00019977793,0.000120733566,0.0004983631,0.0039059205,0.00090423884,0.0003881365,0.0008154383,0.053863067],"study_design_scores_gemma":[0.000010858263,0.0005606053,0.9968177,0.000024788293,0.00004360949,0.000020604282,0.00054338947,0.00071901263,0.00035668875,0.0001344487,0.00075857673,0.000009640607],"about_ca_topic_score_codex":0.050781958,"about_ca_topic_score_gemma":0.08772061,"teacher_disagreement_score":0.050781958,"about_ca_system_score_codex":0.0025564656,"about_ca_system_score_gemma":0.0037643015,"threshold_uncertainty_score":0.10097277},"labels":[],"label_agreement":null},{"id":"W2757942857","doi":"10.2316/journal.206.2017.5.206-4853","title":"BIDDING AND RULES FOR UNKNOWN ENVIRONMENT EXPLORATION","year":2017,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bidding; Computer science; Business; Marketing","score_opus":0.020601590131022463,"score_gpt":0.27068898286171705,"score_spread":0.2500873927306946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757942857","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14716049,0.0007486824,0.8266105,0.0017060852,0.0001871042,0.00012565345,0.00035060933,0.00033629878,0.02277461],"genre_scores_gemma":[0.8849081,0.0004050401,0.09842461,0.00023374548,0.0001370478,0.0001444273,0.0003047263,0.00017250968,0.015269918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964018,0.0017470416,0.0002806073,0.0004353303,0.0006571148,0.00047824494],"domain_scores_gemma":[0.9501136,0.041945916,0.0013642592,0.0030175988,0.0020057422,0.0015529017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006230683,0.000598689,0.0021161514,0.0008320509,0.0011263808,0.0040082233,0.003101523,0.0020372896,0.0060572783],"category_scores_gemma":[0.038315374,0.0009973396,0.0014031717,0.00097416685,0.0032397243,0.0068946835,0.0020245065,0.0039675636,0.00071422505],"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":[0.00043419332,0.0001849243,0.0018533469,0.00013234977,0.0000778344,0.0002736102,0.00047238488,0.19289744,0.0006277112,0.7678527,0.0041383803,0.031055214],"study_design_scores_gemma":[0.00003647974,0.000018034394,0.00016847193,0.00001050335,0.0000133178055,0.000058603542,0.000050691662,0.33473176,0.000121187804,0.6640843,0.0006896505,0.000017024428],"about_ca_topic_score_codex":0.0061037955,"about_ca_topic_score_gemma":0.0046237516,"teacher_disagreement_score":0.006230683,"about_ca_system_score_codex":0.0017254058,"about_ca_system_score_gemma":0.0018011711,"threshold_uncertainty_score":0.032951415},"labels":[],"label_agreement":null},{"id":"W2760510140","doi":"10.2495/eq-v2-n2-186-195","title":"Cultural impacts on occupant behaviour and energy efficiency","year":2017,"lang":"en","type":"article","venue":"International Journal of Energy Production and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Energy (signal processing); Business; Architectural engineering; Environmental science; Engineering; Physics","score_opus":0.012990360151924696,"score_gpt":0.27504420927540824,"score_spread":0.26205384912348356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760510140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447733,0.00013146228,0.00018345128,0.00007166257,0.0000026490823,0.000011366186,0.00008803557,0.0000030886524,0.0050310614],"genre_scores_gemma":[0.9988507,0.0001371298,0.00017553258,0.000019401605,7.4338e-7,0.000003763871,0.000048879792,0.0000023113228,0.00076146907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881124,0.00027586633,0.000045149958,0.000083283965,0.0005298621,0.00025459554],"domain_scores_gemma":[0.9986492,0.00032471467,0.00025068806,0.000086896616,0.00052644126,0.00016210893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010382229,0.00025559476,0.00016942868,0.0004676246,0.0015640432,0.0014300892,0.0005013563,0.00022426942,0.0021481253],"category_scores_gemma":[0.00275757,0.00014014335,0.00035422793,0.0007563323,0.0014210951,0.00024336205,0.00072844495,0.00024832928,0.00014361534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014830491,0.00010227551,0.95161414,0.00006976706,0.00008347245,0.00027078518,0.016633838,0.0008402189,0.001843054,0.00064996537,0.00043722818,0.027306907],"study_design_scores_gemma":[0.0000012090751,0.000042218566,0.9819661,0.000019002975,0.000015864289,0.000060476566,0.015621222,0.0003142084,0.00035627742,0.000076116936,0.0015117442,0.000015738611],"about_ca_topic_score_codex":0.82454646,"about_ca_topic_score_gemma":0.9273152,"teacher_disagreement_score":0.82454646,"about_ca_system_score_codex":0.0066581652,"about_ca_system_score_gemma":0.004960882,"threshold_uncertainty_score":0.35297364},"labels":[],"label_agreement":null},{"id":"W2766126180","doi":"10.3390/ijerph14111292","title":"Assessment of SIP Buildings for Sustainable Development in Rural China Using AHP-Grey Correlation Analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Analytic hierarchy process; Sustainable development; China; Environmental economics; Grey relational analysis; Energy consumption; Business; Computer science; Architectural engineering; Civil engineering; Engineering; Operations research; Mathematics; Geography; Statistics; Economics","score_opus":0.042719684867379,"score_gpt":0.383878298450718,"score_spread":0.34115861358333904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766126180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262683,0.00013035446,0.068876676,0.000083111816,0.0000072634207,0.00018929849,0.0001722432,0.00008634196,0.004186307],"genre_scores_gemma":[0.98893636,0.00005844865,0.010574473,0.0000042271395,0.0000015873586,0.000049912982,0.00009828004,0.0000051217016,0.00027169916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985447,0.0005370091,0.00006997607,0.00008245542,0.00061333104,0.00015254517],"domain_scores_gemma":[0.99885356,0.00048682664,0.00011111063,0.00006618206,0.0004238171,0.00005850949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023825183,0.0006436135,0.00049261184,0.0025939657,0.0007351464,0.0009214161,0.00038208696,0.00036151853,0.0009148438],"category_scores_gemma":[0.0025943124,0.00023800081,0.00085175264,0.0024218892,0.00049274566,0.0006977009,0.0008618388,0.00021393406,0.000076890814],"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":[0.00024677152,0.00017409501,0.0535875,0.0003418834,0.00015465867,0.00030282213,0.0005841569,0.8475649,0.009102192,0.005164484,0.00063069304,0.082145855],"study_design_scores_gemma":[0.000017746457,0.00019276839,0.028769664,0.000021750713,0.000067718225,0.000027856278,0.0007873126,0.96377367,0.0034961032,0.0023151792,0.0005015065,0.000028812623],"about_ca_topic_score_codex":0.016610624,"about_ca_topic_score_gemma":0.02298367,"teacher_disagreement_score":0.016610624,"about_ca_system_score_codex":0.0018675971,"about_ca_system_score_gemma":0.001940833,"threshold_uncertainty_score":0.033027887},"labels":[],"label_agreement":null},{"id":"W2766613815","doi":"10.2495/sdp-v13-n2-187-196","title":"Infrastructural ecology as a planning paradigm: Two case studies","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecology; Environmental resource management; Environmental planning; Geography; Environmental science; Biology","score_opus":0.019395328986030556,"score_gpt":0.3137823674159265,"score_spread":0.29438703842989594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766613815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5926021,0.0015548175,0.062118124,0.008129568,0.00014266645,0.0018815798,0.0007124195,0.0001490361,0.33270967],"genre_scores_gemma":[0.93814015,0.0017609117,0.03508462,0.00044868593,0.00002659767,0.0008755683,0.00020881061,0.00006530375,0.023389315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.996766,0.0021295547,0.000067701796,0.00011921216,0.00040968656,0.0005078408],"domain_scores_gemma":[0.9970867,0.0018012864,0.00017405841,0.00021487953,0.00027240804,0.0004506992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031104023,0.0006095544,0.00028215753,0.0014445686,0.0048581413,0.004239823,0.0025951257,0.0036063744,0.007184629],"category_scores_gemma":[0.00410656,0.00039828164,0.00058573304,0.0038893856,0.004351502,0.0030863918,0.0040803463,0.0025145006,0.00055279786],"study_design_candidate":"qualitative","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":[0.00030800098,0.0029063069,0.016805358,0.00083637197,0.000065024935,0.038743183,0.056089263,0.11904259,0.0018893005,0.61624885,0.02523403,0.121831685],"study_design_scores_gemma":[0.00028134184,0.0010921329,0.014950134,0.0008567157,0.00008716111,0.0067050755,0.2952389,0.10706207,0.004308224,0.13219194,0.43703076,0.00019550507],"about_ca_topic_score_codex":0.036444213,"about_ca_topic_score_gemma":0.08157765,"teacher_disagreement_score":0.036444213,"about_ca_system_score_codex":0.008540672,"about_ca_system_score_gemma":0.004063006,"threshold_uncertainty_score":0.07246417},"labels":[],"label_agreement":null},{"id":"W2769898494","doi":"10.1080/09613218.2018.1400328","title":"The socialization of building science: the emblematic journey of R. J. Cole","year":2017,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"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":"University of British Columbia","keywords":"Socialization; Sociology; Architectural engineering; Engineering; Social science","score_opus":0.048399103860821566,"score_gpt":0.389562294739755,"score_spread":0.34116319087893343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769898494","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035605805,0.1615127,0.0029569361,0.80161077,0.0037714527,0.000017812541,0.000042944375,0.000028935336,0.026497884],"genre_scores_gemma":[0.30771315,0.4347967,0.017131114,0.18634245,0.015779026,0.0001972774,0.00008349587,0.0003118887,0.037644934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99175054,0.0058891443,0.00017302834,0.00053502066,0.0012452148,0.00040692833],"domain_scores_gemma":[0.9810339,0.013222073,0.00048209738,0.00095883466,0.00222276,0.0020804612],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01742565,0.0007474013,0.0011555887,0.0017478924,0.0072425595,0.010011439,0.0011291003,0.0065852003,0.0033029434],"category_scores_gemma":[0.012805122,0.0004831202,0.0005932562,0.0019147806,0.04764818,0.020809945,0.0060716923,0.015196997,0.0009324108],"study_design_candidate":"qualitative","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":[0.000047006328,0.00008875429,0.00044178718,0.00035316526,0.000019801,0.00014596689,0.027999757,0.00035030596,0.00041072496,0.7101245,0.20031317,0.059705243],"study_design_scores_gemma":[0.0000074876953,0.00003854153,0.00041909696,0.00064490957,0.000004532629,0.0001864562,0.014321044,0.00019695012,0.00024890513,0.2670789,0.7167991,0.000053997228],"about_ca_topic_score_codex":0.010347627,"about_ca_topic_score_gemma":0.016754512,"teacher_disagreement_score":0.99275744,"about_ca_system_score_codex":0.006941734,"about_ca_system_score_gemma":0.007938133,"threshold_uncertainty_score":0.09215677},"labels":[],"label_agreement":null},{"id":"W2770367236","doi":"10.1108/sasbe-03-2017-0008","title":"Do green buildings capture higher market valuations and lower vacancy rates? A Canadian case study of LEED and BOMA-BEST properties","year":2017,"lang":"en","type":"article","venue":"Smart and Sustainable Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Valuation (finance); Real estate; Context (archaeology); Green building; Sustainability; Economics; Business; Engineering; Finance; Architectural engineering; Geography","score_opus":0.018611834117736398,"score_gpt":0.2349926911779721,"score_spread":0.21638085706023572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770367236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208295,0.00014051622,0.0002064423,0.0004267874,0.000005004203,0.0000603509,0.00026158072,0.000002948327,0.0068134996],"genre_scores_gemma":[0.9980117,0.00012878233,0.00035952957,0.000039494542,0.0000017759726,0.000010318981,0.00009616638,0.0000032823646,0.0013489092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998481,0.0003648482,0.000028266608,0.00012398169,0.00040217175,0.0005997459],"domain_scores_gemma":[0.997792,0.00068811333,0.00034432978,0.00010185909,0.00066851074,0.00040525425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015371178,0.0003690182,0.00042707985,0.0019118168,0.0048944736,0.0026490502,0.001373004,0.000823897,0.0033186655],"category_scores_gemma":[0.0055392687,0.00021339132,0.0006319977,0.0044813654,0.002379424,0.0013092603,0.0009940895,0.00078861596,0.00016745912],"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":[0.0008264051,0.0014920055,0.84034204,0.00035385686,0.00018885058,0.011041509,0.04910581,0.0050763194,0.0023893837,0.030050805,0.008077814,0.05105528],"study_design_scores_gemma":[0.00004316518,0.00028943064,0.8030458,0.0001106851,0.00007345214,0.0011118632,0.16699761,0.010164425,0.00089952594,0.0013760639,0.015761126,0.00012670965],"about_ca_topic_score_codex":0.9690564,"about_ca_topic_score_gemma":0.98639756,"teacher_disagreement_score":0.03811811,"about_ca_system_score_codex":0.03811811,"about_ca_system_score_gemma":0.01240214,"threshold_uncertainty_score":0.27656752},"labels":[],"label_agreement":null},{"id":"W2771514902","doi":"10.1080/09613218.2017.1408265","title":"Decoupling climate-policy objectives and mechanisms to reduce fragmentation","year":2017,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"BC Hydro; Pacific Institute for Climate Solutions","keywords":"Decoupling (probability); Context (archaeology); Work (physics); Policy analysis; Environmental economics; Business; Process (computing); Climate change mitigation; Risk analysis (engineering); Built environment; Climate change; Environmental resource management; Computer science; Economics; Engineering; Political science; Public administration; Civil engineering","score_opus":0.03088517071619823,"score_gpt":0.3797760235304759,"score_spread":0.3488908528142777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771514902","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07205121,0.003755425,0.513593,0.046425294,0.0006617536,0.0013423668,0.00029617985,0.00049094646,0.36138374],"genre_scores_gemma":[0.9015184,0.0013784668,0.08173214,0.0029220253,0.00014733206,0.0011535438,0.00011766527,0.00015156015,0.010878764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97987604,0.008241325,0.001415367,0.0020103753,0.004903904,0.003552922],"domain_scores_gemma":[0.9833348,0.0061248187,0.002995631,0.0028217256,0.0033024743,0.0014204794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030543508,0.0013560331,0.0011346245,0.004497577,0.004743673,0.015782865,0.003010793,0.005799873,0.0076942784],"category_scores_gemma":[0.024152467,0.0011546182,0.0013555062,0.0028790748,0.015679676,0.01746818,0.015071488,0.00669074,0.00091219204],"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":[0.000025136886,0.00007050573,0.0010726887,0.00016220256,0.000024100798,0.000062217485,0.0013034603,0.006858359,0.0006783268,0.9763256,0.0007889272,0.0126283495],"study_design_scores_gemma":[0.000039017155,0.000068582856,0.0028887752,0.0006566297,0.000054677872,0.000080501755,0.0039664693,0.0055319285,0.0019580834,0.9301855,0.05450205,0.000067857836],"about_ca_topic_score_codex":0.0054307794,"about_ca_topic_score_gemma":0.007964425,"teacher_disagreement_score":0.030543508,"about_ca_system_score_codex":0.015887272,"about_ca_system_score_gemma":0.02463802,"threshold_uncertainty_score":0.16153145},"labels":[],"label_agreement":null},{"id":"W2775579798","doi":"10.3390/su9122246","title":"Sustainable and Resource—Efficient Homes and Communities","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","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":"McGill University","funders":"","keywords":"Download; Natural resource; Population; Geography; Garbage; Sustainability; Business; Sociology; Political science; World Wide Web; Engineering; Ecology; Law; Computer science; Demography","score_opus":0.009344070369303464,"score_gpt":0.24945325138422225,"score_spread":0.2401091810149188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775579798","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044958387,0.014113837,0.058639005,0.05691178,0.0017417644,0.00012975691,0.00044916646,0.0005559281,0.82250035],"genre_scores_gemma":[0.7843669,0.017024163,0.04069054,0.0062719816,0.0011527378,0.00019534407,0.00046169438,0.00026609463,0.14957063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915767,0.00028364416,0.000022434557,0.00009745685,0.00027140442,0.00016742603],"domain_scores_gemma":[0.99951506,0.00007040625,0.000056464243,0.00011534798,0.00010666235,0.00013608902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092615496,0.00036854943,0.00027196683,0.00051897357,0.0031004648,0.004063369,0.0008617008,0.0012548604,0.0114785815],"category_scores_gemma":[0.0015677827,0.00018600997,0.00016885727,0.00070896634,0.00712558,0.004190283,0.0045181555,0.001316907,0.0027364178],"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":[0.0000122117435,0.0000227306,0.0004311197,0.0001118369,0.000007866859,0.000075855576,0.0019093221,0.000689513,0.00049545063,0.9109723,0.04233722,0.04293465],"study_design_scores_gemma":[0.0000051482853,0.000025081685,0.0006659143,0.00018532928,0.0000047144217,0.00015917222,0.002173536,0.00043659573,0.0005409758,0.25857478,0.7372144,0.00001433258],"about_ca_topic_score_codex":0.0030434784,"about_ca_topic_score_gemma":0.008656335,"teacher_disagreement_score":0.0114785815,"about_ca_system_score_codex":0.0011830126,"about_ca_system_score_gemma":0.0033731642,"threshold_uncertainty_score":0.038399637},"labels":[],"label_agreement":null},{"id":"W2780654861","doi":"10.14288/1.0362400","title":"Green building construction practices : review of environmental management from the contractor perspective in the Canadian industry","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Business; Construction industry; Operations management; Engineering; Construction engineering; Computer science","score_opus":0.02355144132891378,"score_gpt":0.2938276421274808,"score_spread":0.270276200798567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780654861","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011941249,0.96572876,0.0005675387,0.0046886564,0.0003407349,0.000062194675,0.00025820243,0.000016041105,0.0163967],"genre_scores_gemma":[0.057950623,0.93843013,0.00095791713,0.0008142331,0.000075269745,0.000034179913,0.00023206216,0.000016279031,0.0014892037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903854,0.001471693,0.0009866855,0.0005779839,0.005789659,0.0007885891],"domain_scores_gemma":[0.9770857,0.007299224,0.0016087777,0.00034827963,0.012748922,0.000909119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010028372,0.0007074562,0.00092126377,0.015418701,0.0047114776,0.006354875,0.0021351248,0.0013896034,0.0018642623],"category_scores_gemma":[0.015045094,0.0005287495,0.00066734786,0.042014122,0.0043987865,0.0034285744,0.0017022768,0.001425858,0.00024295635],"study_design_candidate":"not_applicable","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":[0.000085019805,0.000101194964,0.011991425,0.0458041,0.0001469005,0.0008011604,0.04799432,0.0009655378,0.000919859,0.02947926,0.045226656,0.8164846],"study_design_scores_gemma":[0.000005621427,0.00005677819,0.051026735,0.043351047,0.00018070075,0.00044110193,0.028151143,0.00023768481,0.000565642,0.0010717321,0.8748109,0.00010083289],"about_ca_topic_score_codex":0.9223305,"about_ca_topic_score_gemma":0.95880306,"teacher_disagreement_score":0.0776695,"about_ca_system_score_codex":0.07496371,"about_ca_system_score_gemma":0.1699278,"threshold_uncertainty_score":0.54390234},"labels":[],"label_agreement":null},{"id":"W2782557435","doi":"10.3390/su10010139","title":"Identifying Sustainable Wood Sources for the Construction Industry: A Case Study","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":17,"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":"National Natural Science Foundation of China","keywords":"Sustainability; Energy consumption; Business; Consumption (sociology); Sustainable development; Wood processing; Process (computing); Environmental science; Natural resource economics; Environmental economics; Engineering; Forestry; Geography; Economics; Ecology; Computer science","score_opus":0.01887297539165468,"score_gpt":0.3002880857281925,"score_spread":0.2814151103365378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782557435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790197,0.00036074675,0.008649145,0.00019290496,0.000010112068,0.00022199267,0.00019250727,0.000020770512,0.0113319745],"genre_scores_gemma":[0.9792058,0.0009656401,0.014903632,0.000029288862,0.000006222633,0.000099784564,0.00017408247,0.000018546107,0.004597073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9990133,0.00041106495,0.000038034952,0.00007356699,0.00025792877,0.00020611468],"domain_scores_gemma":[0.99901533,0.00059054536,0.00007975218,0.00007201567,0.00014314285,0.00009918468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012748962,0.0006657283,0.00034343748,0.001775477,0.0023655198,0.0019340061,0.0010934663,0.0018699506,0.00258942],"category_scores_gemma":[0.0012760825,0.0003332292,0.0008190071,0.0035734773,0.0008591179,0.0013802515,0.0012917818,0.00067817786,0.00037861447],"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":[0.001526639,0.00638683,0.19509128,0.003654949,0.00035777068,0.12828046,0.03399209,0.28337607,0.051426906,0.05323602,0.007961706,0.23470938],"study_design_scores_gemma":[0.0003363752,0.0040327106,0.13824801,0.0014881637,0.0006724807,0.019124838,0.24164188,0.32342464,0.10480356,0.021480998,0.14435302,0.00039332328],"about_ca_topic_score_codex":0.011586998,"about_ca_topic_score_gemma":0.043595184,"teacher_disagreement_score":0.011586998,"about_ca_system_score_codex":0.0019834144,"about_ca_system_score_gemma":0.0014138308,"threshold_uncertainty_score":0.023039103},"labels":[],"label_agreement":null},{"id":"W2782726084","doi":"10.9774/gleaf.9781315773407_7","title":"Green Urban Development","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Geography","score_opus":0.019351848845253747,"score_gpt":0.2231372914582292,"score_spread":0.20378544261297543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782726084","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038258746,0.015029274,0.0013285511,0.0026578002,0.0012712522,0.000036017147,0.00014069138,0.00011915115,0.97903466],"genre_scores_gemma":[0.008520057,0.018224323,0.001775376,0.0017078558,0.00035655434,0.000049556627,0.00022358035,0.00012445972,0.96901804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997489,0.0000374145,0.000008242045,0.00004590021,0.000117622934,0.000041995223],"domain_scores_gemma":[0.9998884,0.000022782386,0.000006342382,0.00001941954,0.000039464907,0.00002362311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022731823,0.00077865785,0.00031087923,0.0008862726,0.0015084543,0.0037158255,0.00055927894,0.0011408438,0.06286515],"category_scores_gemma":[0.00045216776,0.00021782794,0.00026085932,0.0012917983,0.0015011745,0.002547298,0.0025706307,0.0021850003,0.024698861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055092282,0.000025275014,0.0001251621,0.00020556193,0.000002471919,0.00004148042,0.00065193756,0.00030592614,0.00019703047,0.33877233,0.50091285,0.15875445],"study_design_scores_gemma":[4.5452194e-7,0.0000021201606,0.00006680518,0.000081791026,4.3900067e-7,0.000024596018,0.00007697806,0.00003086659,0.00003900842,0.0131622935,0.98651296,0.0000016000333],"about_ca_topic_score_codex":0.0037106536,"about_ca_topic_score_gemma":0.012890878,"teacher_disagreement_score":0.06286515,"about_ca_system_score_codex":0.0026951612,"about_ca_system_score_gemma":0.0026137838,"threshold_uncertainty_score":0.21030492},"labels":[],"label_agreement":null},{"id":"W2783095324","doi":"10.20944/preprints201801.0117.v1","title":"Using Urban Planners to Increase City Sustainability through the Development Process","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Sustainability; Planner; Urban planning; Business; Environmental planning; Process (computing); Public service; Service (business); Political science; Marketing; Public relations; Civil engineering; Engineering; Geography; Computer science","score_opus":0.11318959982168403,"score_gpt":0.36930126929168056,"score_spread":0.25611166946999653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783095324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7535568,0.00008991222,0.057044715,0.0040950775,0.000038093745,0.001678261,0.00031496727,0.0004003041,0.18278183],"genre_scores_gemma":[0.9649363,0.000083889085,0.02773234,0.00006016446,0.000003472559,0.0002456763,0.00006807975,0.000021774378,0.0068483953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818015,0.0012972195,0.000024328678,0.00011231307,0.00017757354,0.00020848506],"domain_scores_gemma":[0.9986431,0.00046886405,0.00016324311,0.00021576056,0.00016537242,0.00034374496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025596872,0.00038391547,0.00013663238,0.00049530173,0.0019519494,0.0024657135,0.000682591,0.00047574684,0.006447699],"category_scores_gemma":[0.0035055366,0.00022336569,0.00021037838,0.0008940192,0.0030160877,0.0016669672,0.0029770613,0.00066257553,0.0004736513],"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":[0.0009797857,0.0028149397,0.090940125,0.00045607024,0.00006899392,0.0016912526,0.063827194,0.20402716,0.010397375,0.40531987,0.017219506,0.20225774],"study_design_scores_gemma":[0.0012829305,0.0022287092,0.034223195,0.0002350074,0.00009057163,0.0002900308,0.12284296,0.18676764,0.011957869,0.1195084,0.5204228,0.00014986952],"about_ca_topic_score_codex":0.047996007,"about_ca_topic_score_gemma":0.11670129,"teacher_disagreement_score":0.047996007,"about_ca_system_score_codex":0.0057758116,"about_ca_system_score_gemma":0.010335919,"threshold_uncertainty_score":0.095433295},"labels":[],"label_agreement":null},{"id":"W2789119096","doi":"10.5539/jms.v8n1p20","title":"Waste Management and Sustainability: Indicators under Ecological Economy Perspective","year":2018,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Sustainability; Perspective (graphical); Sustainability organizations; Theme (computing); Environmental resource management; Economics; Business; Environmental economics; Ecology; Computer science","score_opus":0.006613038579671782,"score_gpt":0.24571483966923927,"score_spread":0.2391018010895675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789119096","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23138376,0.024345357,0.31697935,0.027209839,0.00093141064,0.00060331554,0.0023885986,0.0003793534,0.39577895],"genre_scores_gemma":[0.9045164,0.005499437,0.08323173,0.0007066486,0.00030832898,0.0004322603,0.0006497733,0.000046390927,0.0046091895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98874784,0.005874929,0.0010523363,0.00043435165,0.0033546626,0.00053588464],"domain_scores_gemma":[0.987328,0.0071024005,0.0026815175,0.0005056586,0.001933719,0.0004487464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008005838,0.0008544636,0.0005693736,0.010041058,0.0012107932,0.007155654,0.0006073395,0.0011311619,0.004295352],"category_scores_gemma":[0.01764515,0.00026129096,0.000703329,0.015223752,0.004526809,0.0117982,0.004671721,0.0018578245,0.00038988734],"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":[0.00021297178,0.0002395294,0.07641368,0.0013307252,0.0001279951,0.00023402733,0.005141426,0.008634892,0.001740465,0.7005739,0.0048084115,0.2005419],"study_design_scores_gemma":[0.000042415042,0.00062172324,0.10401623,0.0016524732,0.000205781,0.00092767767,0.031782337,0.015892748,0.0073308307,0.63523215,0.20212899,0.00016670521],"about_ca_topic_score_codex":0.0018838563,"about_ca_topic_score_gemma":0.0022169636,"teacher_disagreement_score":0.010041058,"about_ca_system_score_codex":0.0026844034,"about_ca_system_score_gemma":0.0034764612,"threshold_uncertainty_score":0.042339444},"labels":[],"label_agreement":null},{"id":"W2789998075","doi":"10.3390/urbansci2010028","title":"The Integration of Socio-Economic Indicators in the CASBEE-UD Evaluation System: A Case Study","year":2018,"lang":"en","type":"article","venue":"Urban Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Strengths and weaknesses; Adaptability; Weighting; Analytic hierarchy process; Sustainability; Process (computing); Process management; Sustainable development; Computer science; Order (exchange); Economic evaluation; Environmental resource management; Management science; Operations research; Business; Engineering; Political science; Economics; Psychology","score_opus":0.026763342046930625,"score_gpt":0.31307637398042193,"score_spread":0.2863130319334913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789998075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548816,0.0002798353,0.020856438,0.00070914015,0.000027629527,0.0016738158,0.00044976306,0.000100873855,0.021020845],"genre_scores_gemma":[0.94801456,0.00031185235,0.046599444,0.000060160983,0.000008149788,0.0006368234,0.00028298568,0.000020475185,0.004065621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99482465,0.0031570261,0.00021583978,0.00020282653,0.0011562689,0.0004434573],"domain_scores_gemma":[0.9956132,0.0017049898,0.00023806901,0.00029608706,0.001787835,0.00035971406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007877121,0.00052515895,0.00043423852,0.0021606353,0.0023236123,0.0026419507,0.0012268849,0.0009467933,0.0012445529],"category_scores_gemma":[0.007378821,0.00024836455,0.00038358895,0.004223825,0.0013691201,0.0011186177,0.0015993303,0.0007779107,0.00022455785],"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":[0.0011151144,0.004947064,0.395518,0.0015163473,0.00018659075,0.016883336,0.05670124,0.07832382,0.018368822,0.032047953,0.008167331,0.38622433],"study_design_scores_gemma":[0.00024396485,0.004411377,0.36961982,0.0009915436,0.00034857847,0.003061749,0.14891607,0.2875554,0.03884214,0.005425535,0.14014924,0.0004346397],"about_ca_topic_score_codex":0.1924546,"about_ca_topic_score_gemma":0.29490888,"teacher_disagreement_score":0.1924546,"about_ca_system_score_codex":0.010460811,"about_ca_system_score_gemma":0.006619499,"threshold_uncertainty_score":0.3826688},"labels":[],"label_agreement":null},{"id":"W2790624645","doi":"10.1007/s10098-018-1510-x","title":"Energy rating system for climate conscious operation of multi-unit residential buildings","year":2018,"lang":"en","type":"article","venue":"Clean Technologies and Environmental Policy","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Pacific Institute for Climate Solutions; U.S. Environmental Protection Agency; U.S. Department of Energy","keywords":"Asset management; Greenhouse gas; Environmental economics; Asset (computer security); Life-cycle assessment; Stakeholder; Scope (computer science); Risk analysis (engineering); Engineering; Environmental resource management; Computer science; Business; Economics","score_opus":0.010075969015824362,"score_gpt":0.23572083788011955,"score_spread":0.2256448688642952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790624645","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.460207,0.00050384906,0.47448623,0.00038404396,0.00018033154,0.0010543683,0.0015494982,0.012476915,0.049157795],"genre_scores_gemma":[0.97171247,0.00005369509,0.024761656,0.000028843551,0.000018586496,0.00009227771,0.0003521382,0.00007914655,0.0029012887],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978734,0.0008281094,0.0002324767,0.00024222376,0.00069348287,0.00013032231],"domain_scores_gemma":[0.9969099,0.00059426297,0.00030113166,0.00036401858,0.0016969306,0.00013377557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002668364,0.00048429315,0.0005612423,0.0015592499,0.00064292044,0.0013357296,0.00093127735,0.00046830488,0.0063315434],"category_scores_gemma":[0.004594522,0.00024101969,0.00031516785,0.0007885161,0.00019770066,0.0009971086,0.0007354705,0.00034176276,0.0018015414],"study_design_candidate":"theoretical_or_conceptual","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":[0.0028852748,0.0008730866,0.045414004,0.0003783239,0.00015676087,0.0003747377,0.000584111,0.20978895,0.042988434,0.01521624,0.020154687,0.6611853],"study_design_scores_gemma":[0.0001029676,0.00055955054,0.029643403,0.000043270953,0.00011337027,0.00014451683,0.00021555054,0.94336236,0.012921518,0.002622038,0.010183862,0.000087654895],"about_ca_topic_score_codex":0.0057313223,"about_ca_topic_score_gemma":0.0077787656,"teacher_disagreement_score":0.0063315434,"about_ca_system_score_codex":0.0009805878,"about_ca_system_score_gemma":0.0006525895,"threshold_uncertainty_score":0.021181107},"labels":[],"label_agreement":null},{"id":"W2792111757","doi":"10.3390/su10030718","title":"Carbon Reduction Measures-Based LCA of Prefabricated Temporary Housing with Renewable Energy Systems","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Renewable energy; Greenhouse gas; Life-cycle assessment; Embodied energy; Environmental economics; Prefabrication; Sustainability; Business; Environmental science; Production (economics); Engineering; Civil engineering","score_opus":0.010247485620671494,"score_gpt":0.22181186798158686,"score_spread":0.21156438236091538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792111757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8528744,0.00077673484,0.119952425,0.00020792619,0.000033548593,0.00051070563,0.0021175388,0.00027229474,0.023254517],"genre_scores_gemma":[0.98621887,0.00021129331,0.011191095,0.000015842103,0.0000033259178,0.00017678665,0.00073656504,0.000018000706,0.001428158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995197,0.00014051059,0.000021183603,0.00007631899,0.00016229437,0.00007995629],"domain_scores_gemma":[0.9995863,0.00016538534,0.00007407989,0.000028982227,0.00013373604,0.000011557505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092565693,0.0008960735,0.00044752355,0.001625309,0.00033075258,0.0011396067,0.000601089,0.00052719866,0.0018433804],"category_scores_gemma":[0.00089578214,0.00028279712,0.0018907053,0.0014681694,0.00039122693,0.0007915417,0.00044423467,0.00041667698,0.00015499153],"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":[0.00007905493,0.00007494235,0.006759516,0.000102634396,0.000090943344,0.00008145931,0.00002754599,0.9756334,0.0033184707,0.002799798,0.00025136452,0.010780964],"study_design_scores_gemma":[0.000012103739,0.0001415896,0.011438873,0.000019373176,0.000067706525,0.000022788336,0.00010160834,0.98168254,0.0035931808,0.0018616271,0.0010323939,0.00002632042],"about_ca_topic_score_codex":0.03948696,"about_ca_topic_score_gemma":0.03692109,"teacher_disagreement_score":0.03948696,"about_ca_system_score_codex":0.0030547788,"about_ca_system_score_gemma":0.0012491078,"threshold_uncertainty_score":0.07851422},"labels":[],"label_agreement":null},{"id":"W2793852526","doi":"10.1139/cjce-2017-0346","title":"Maximizing sustainability of existing buildings within limited upgrade budgets","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Upgrade; Certification; Sustainability; Green building; Environmental economics; Architectural engineering; Risk analysis (engineering); Engineering; Computer science; Business","score_opus":0.014987349177209997,"score_gpt":0.22907002856834338,"score_spread":0.21408267939113337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793852526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62598115,0.0005162748,0.32906586,0.00043690286,0.000026059382,0.00023449655,0.00041145203,0.00025273138,0.043075148],"genre_scores_gemma":[0.9664502,0.00030039396,0.028193302,0.000027724927,0.000007113597,0.000096173884,0.00010691833,0.000058988004,0.0047590598],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993729,0.00022894682,0.000020166897,0.00007777728,0.000119760036,0.00018056876],"domain_scores_gemma":[0.9994036,0.00029921875,0.00011017703,0.000049355207,0.00006910851,0.00006855037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092476874,0.0006369517,0.0008091882,0.0005248344,0.00035962675,0.0013007363,0.00081008126,0.0007031306,0.0027379992],"category_scores_gemma":[0.0024132954,0.0005037755,0.000512613,0.00070238253,0.0004733938,0.0015937233,0.0009010728,0.00063550466,0.00026756726],"study_design_candidate":"theoretical_or_conceptual","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":[0.000057461606,0.000067571884,0.0015951408,0.00004942543,0.000014035505,0.00004438883,0.000039206087,0.97750914,0.0023349393,0.0056279125,0.00033528838,0.012325464],"study_design_scores_gemma":[0.000020151767,0.00020066206,0.003610285,0.000032782933,0.00004713639,0.000066285895,0.00021934773,0.97995627,0.00324851,0.009182048,0.003396984,0.000019499823],"about_ca_topic_score_codex":0.0045281653,"about_ca_topic_score_gemma":0.009152487,"teacher_disagreement_score":0.0045281653,"about_ca_system_score_codex":0.0014813353,"about_ca_system_score_gemma":0.001318639,"threshold_uncertainty_score":0.01074791},"labels":[],"label_agreement":null},{"id":"W2797514923","doi":"","title":"Les programmes d'efficacité énergétique peuvent-ils infléchir durablement les comportements ? Le cas du secteur résidentiel au Québec","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Building Design and Assessment","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":"Medicine","score_opus":0.016788840638250722,"score_gpt":0.2541814905955757,"score_spread":0.23739264995732498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797514923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86939186,0.0016293969,0.0030545744,0.007961152,0.00006928474,0.00007179336,0.0003620112,0.00007846438,0.11738148],"genre_scores_gemma":[0.9549158,0.00034041895,0.0008098883,0.0003598511,0.000014002263,0.000022521002,0.00006342718,0.000022832763,0.04345127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985019,0.00035585006,0.000020129097,0.00010660973,0.00029782334,0.0007177621],"domain_scores_gemma":[0.9972149,0.00071294536,0.00025685353,0.00014420082,0.0011059936,0.0005649412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015400149,0.00029964861,0.00034096398,0.0006166406,0.0029111914,0.0026976306,0.0011236035,0.00097453536,0.013537032],"category_scores_gemma":[0.004325998,0.00021696524,0.00037584236,0.0008932843,0.0016142519,0.0008790344,0.00085978414,0.0008876167,0.00054650975],"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":[0.0015338344,0.0005759627,0.3950511,0.0006209417,0.00044877498,0.0024167094,0.019282458,0.031584285,0.01755564,0.1834411,0.027982036,0.31950715],"study_design_scores_gemma":[0.00010983057,0.00035587855,0.8149022,0.0004888892,0.0001843608,0.00030992803,0.019608134,0.010658733,0.0037652578,0.0052191643,0.14432797,0.00006973478],"about_ca_topic_score_codex":0.9328718,"about_ca_topic_score_gemma":0.97226286,"teacher_disagreement_score":0.06712818,"about_ca_system_score_codex":0.02084928,"about_ca_system_score_gemma":0.018235859,"threshold_uncertainty_score":0.15127283},"labels":[],"label_agreement":null},{"id":"W2800618502","doi":"10.1016/j.jclepro.2018.05.091","title":"The effect of green building certification on potential tenants’ willingness to rent space in a building","year":2018,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certification; Renting; Green building; Willingness to pay; Business; Environmental economics; Greenhouse gas; Apartment; Space (punctuation); Economic rent; Architectural engineering; Economics; Engineering; Civil engineering; Computer science; Microeconomics","score_opus":0.008015070634072342,"score_gpt":0.2566470464991154,"score_spread":0.24863197586504307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800618502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99821115,0.000009639419,0.00007783311,0.00011076398,0.000005857402,0.000006215408,0.000026229884,0.0000028610284,0.0015495045],"genre_scores_gemma":[0.99957377,0.0000029980413,0.00003037621,0.000009042713,0.0000011010881,0.000002397379,0.000015273448,6.492506e-7,0.00036434163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978834,0.0010198973,0.000085135594,0.00017111907,0.00022176748,0.0006186666],"domain_scores_gemma":[0.9495036,0.033726994,0.006882645,0.0014716123,0.0030001656,0.005414988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034871174,0.00023833688,0.00022647086,0.00026791188,0.0006055644,0.0012687426,0.0008298169,0.0010953565,0.012778512],"category_scores_gemma":[0.022489473,0.00021715339,0.0007093107,0.00026470987,0.0011240606,0.0010136178,0.0008571252,0.0015152595,0.0006062733],"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":[0.00989803,0.006127044,0.94043314,0.000088772176,0.0002420218,0.0009485363,0.0012563746,0.0141167035,0.004657972,0.0026541844,0.00091423426,0.01866293],"study_design_scores_gemma":[0.00010089256,0.0025346,0.97902566,0.000025883173,0.00013099858,0.00012978763,0.005180472,0.009256405,0.0021119367,0.0006798033,0.00077259913,0.00005097037],"about_ca_topic_score_codex":0.021573517,"about_ca_topic_score_gemma":0.031314414,"teacher_disagreement_score":0.021573517,"about_ca_system_score_codex":0.0015166252,"about_ca_system_score_gemma":0.0016657234,"threshold_uncertainty_score":0.042895913},"labels":[],"label_agreement":null},{"id":"W2802260421","doi":"10.5539/ass.v14n5p75","title":"The Degree of Applicability of the Requirements of International Building Codes for Persons with Physical Disabilities in a Sample of Jordanian Universities","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Degree (music); Government (linguistics); Scale (ratio); Psychology; Geography","score_opus":0.025545755274819025,"score_gpt":0.2956940680762704,"score_spread":0.2701483128014514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802260421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991197,0.00003117018,0.00006434389,0.00004438998,0.0000020638604,0.000008780926,0.000018784682,6.050276e-7,0.0007101974],"genre_scores_gemma":[0.9995129,0.00005421574,0.000117499214,0.0000219219,0.0000026538316,0.000015087593,0.000038557548,7.099234e-7,0.00023638157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980159,0.00056554435,0.0002843272,0.00014931039,0.0006765601,0.00030834298],"domain_scores_gemma":[0.9945669,0.0012476625,0.001660551,0.00029841543,0.0017625738,0.00046384078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023837052,0.00018456446,0.00027785104,0.0014173088,0.00089671626,0.0010656985,0.00038626665,0.00034456086,0.0016967673],"category_scores_gemma":[0.011592088,0.00016283094,0.00025877086,0.0010661173,0.0009088827,0.00054239406,0.0012927054,0.00038903544,0.00027565417],"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":[0.00006612989,0.0001098389,0.9421157,0.0000746116,0.000020568563,0.00018080641,0.031090306,0.0001743012,0.0012828849,0.00048468742,0.00037512043,0.024025002],"study_design_scores_gemma":[0.0000033334509,0.000115994735,0.9517322,0.00004599945,0.0000064310716,0.00028950674,0.045108605,0.00027316157,0.00035319343,0.00018729093,0.0018718817,0.000012393544],"about_ca_topic_score_codex":0.005291421,"about_ca_topic_score_gemma":0.008097773,"teacher_disagreement_score":0.005291421,"about_ca_system_score_codex":0.0006351788,"about_ca_system_score_gemma":0.0011475469,"threshold_uncertainty_score":0.012606382},"labels":[],"label_agreement":null},{"id":"W2807140846","doi":"10.5539/ies.v11n6p79","title":"Sustainable Development of School Buildings Management in the Exploratory Schools in the Hashemite Kingdom of Jordan","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Sustainable development; Exploratory research; Sustainability; Medical education; Psychology; Pedagogy; Political science; Business; Sociology; Medicine; Marketing; Social science","score_opus":0.044005116889491186,"score_gpt":0.34519965550425435,"score_spread":0.3011945386147632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807140846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959847,0.00021463977,0.00023896231,0.00027001466,0.000002473617,0.00003431856,0.000023289276,0.0000037772654,0.0032278595],"genre_scores_gemma":[0.9968646,0.00048217078,0.0011081047,0.00006189471,0.0000042420324,0.000020712449,0.000025421363,0.0000018876127,0.0014308875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930036,0.00026696842,0.00006217496,0.000057780697,0.00018759747,0.00012509646],"domain_scores_gemma":[0.998973,0.00012758962,0.000336009,0.00004138138,0.00029634146,0.00022571791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014471813,0.00020121835,0.00017707137,0.0005901038,0.0017287798,0.001560086,0.00041986362,0.0005017615,0.001540683],"category_scores_gemma":[0.00087517494,0.00019598857,0.00017171541,0.000987322,0.0010037883,0.00094856345,0.0012237383,0.00040514756,0.00023535381],"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":[0.00017179111,0.0010267363,0.61918694,0.001307745,0.00007070944,0.005438093,0.18677963,0.0035469192,0.0141054485,0.008051465,0.0036019522,0.15671258],"study_design_scores_gemma":[0.000018105558,0.0005515802,0.6047707,0.00036798939,0.000027075246,0.0015793869,0.34335947,0.0011863615,0.0028611866,0.0012474543,0.04398321,0.000047476686],"about_ca_topic_score_codex":0.0048680226,"about_ca_topic_score_gemma":0.016282035,"teacher_disagreement_score":0.0048680226,"about_ca_system_score_codex":0.0014098939,"about_ca_system_score_gemma":0.0044460427,"threshold_uncertainty_score":0.010229528},"labels":[],"label_agreement":null},{"id":"W2807898560","doi":"10.1177/1744259118780133","title":"A systematic methodology for design of retrofit actions with longevity","year":2018,"lang":"en","type":"article","venue":"Journal of Building Physics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Durability; Failure mode and effects analysis; Reliability engineering; Masonry; Engineering; Identification (biology); Computer science; Risk analysis (engineering); Construction engineering; Structural engineering","score_opus":0.0957939167060606,"score_gpt":0.33316831230195004,"score_spread":0.23737439559588944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807898560","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006558698,0.000049715778,0.9977558,0.000020611737,0.0000099497865,0.00027518088,0.000046582303,0.00029860123,0.0008876313],"genre_scores_gemma":[0.008610012,0.0000491622,0.99030834,0.0000131945535,0.000005465703,0.000505042,0.00007482142,0.00006161636,0.00037228825],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9925916,0.0029970193,0.00071796257,0.0011116789,0.0023746968,0.00020699539],"domain_scores_gemma":[0.99061346,0.0044618305,0.0009029263,0.0015524346,0.0023521096,0.00011720174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009514811,0.0021602735,0.0012282728,0.0033622796,0.001194441,0.0019990916,0.0025230786,0.0010474754,0.0075019808],"category_scores_gemma":[0.017779259,0.0014511448,0.0025881233,0.0013200138,0.0022003727,0.0019865495,0.002491829,0.0019270978,0.0014289471],"study_design_candidate":"theoretical_or_conceptual","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":[0.00015189995,0.0002944146,0.0032629296,0.002364511,0.0003483699,0.00040581898,0.0021780392,0.18226966,0.017176948,0.16887406,0.004333682,0.6183397],"study_design_scores_gemma":[0.00025716444,0.00091599626,0.0022000363,0.0012084863,0.00047517702,0.00071889657,0.0009972109,0.6384887,0.02366648,0.20710808,0.123749405,0.0002143178],"about_ca_topic_score_codex":0.0027349412,"about_ca_topic_score_gemma":0.0049306853,"teacher_disagreement_score":0.009514811,"about_ca_system_score_codex":0.0016555515,"about_ca_system_score_gemma":0.0051350803,"threshold_uncertainty_score":0.05031973},"labels":[],"label_agreement":null},{"id":"W2809486160","doi":"","title":"Avaliação de edifícios no Brasil: da avaliação ambiental para avaliação de sustentabilidade","year":2008,"lang":"pt","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"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":"Sustainability; Sustainable development; Environmental impact assessment; Business; Environmental planning; Environmental resource management; Political science; Geography; Regional science; Economic growth; Environmental protection; Welfare economics; Economics; Ecology","score_opus":0.031347962888546375,"score_gpt":0.2792336426160883,"score_spread":0.2478856797275419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809486160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87765104,0.0090458,0.04342466,0.0022886468,0.000085090316,0.00051652035,0.0025098233,0.0006114143,0.063866965],"genre_scores_gemma":[0.97679657,0.0030522633,0.01849688,0.000062007064,0.000014101211,0.000071553826,0.00027988316,0.000018674906,0.0012079731],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985886,0.000333849,0.00009904404,0.00018411853,0.00069534266,0.000098977274],"domain_scores_gemma":[0.9970452,0.0014734006,0.00031551535,0.00027079758,0.0007458572,0.00014925057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028074153,0.00065627875,0.0004952892,0.0041643693,0.00096754666,0.0026360468,0.00060045737,0.00093391247,0.001367865],"category_scores_gemma":[0.005927219,0.00038533335,0.00050199614,0.0037644766,0.001534885,0.0017437463,0.0012297694,0.0006912124,0.00034626634],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003793673,0.00022168284,0.3896362,0.0020103136,0.00021092087,0.0006363801,0.012965252,0.014491937,0.017195962,0.029841777,0.0030564659,0.52935374],"study_design_scores_gemma":[0.000056016394,0.00044192022,0.8194624,0.0012878078,0.0004473218,0.000785063,0.019968392,0.050877325,0.015526096,0.031956628,0.05892388,0.00026714808],"about_ca_topic_score_codex":0.08328532,"about_ca_topic_score_gemma":0.144183,"teacher_disagreement_score":0.08328532,"about_ca_system_score_codex":0.0018573243,"about_ca_system_score_gemma":0.002743939,"threshold_uncertainty_score":0.16560113},"labels":[],"label_agreement":null},{"id":"W2865591738","doi":"","title":"Study of Green Building Certification in Canada - Limiting Factors to Attain Net-Zero Standards -","year":2016,"lang":"ko","type":"article","venue":"대한건축학회지회연합회 논문집","topic":"Sustainable Building Design and Assessment","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":"Certification; Zero-energy building; Green building; Carbon footprint; Environmental economics; Sustainability; Reuse; Engineering; Architectural engineering; Water efficiency; Building design; Efficient energy use; Civil engineering; Environmental resource management; Business; Greenhouse gas; Environmental science; Waste management; Economics","score_opus":0.024806273196541054,"score_gpt":0.26990439075160133,"score_spread":0.24509811755506028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2865591738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97710973,0.00045652152,0.00060612883,0.00058388454,0.000008869113,0.00009571985,0.0013300302,0.000015280264,0.019793868],"genre_scores_gemma":[0.99606735,0.00024926924,0.00054724794,0.000048660775,0.0000018017242,0.00001507107,0.0006481536,0.0000040367577,0.002418473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576473,0.00023838857,0.000120106175,0.00018887642,0.0026956592,0.000992161],"domain_scores_gemma":[0.9869681,0.0012287893,0.00101676,0.0002022926,0.009068949,0.0015151942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021292465,0.00022330115,0.0002712733,0.0029857743,0.0025346833,0.0025656484,0.00076858397,0.00018658195,0.0016065976],"category_scores_gemma":[0.009655021,0.00013142158,0.0003793625,0.0084776515,0.001161686,0.0006067083,0.00096056616,0.00059563265,0.00011904889],"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":[0.00014355118,0.00016757133,0.9145021,0.00019071311,0.000067310546,0.0003209769,0.004808172,0.00312105,0.0009257213,0.0124062,0.003573565,0.05977303],"study_design_scores_gemma":[0.000005529524,0.000056763445,0.9728421,0.00007053257,0.000031118696,0.000049311948,0.012624317,0.0025824509,0.00086667447,0.0002565758,0.0105925985,0.000022055981],"about_ca_topic_score_codex":0.9922069,"about_ca_topic_score_gemma":0.99614704,"teacher_disagreement_score":0.08507729,"about_ca_system_score_codex":0.08507729,"about_ca_system_score_gemma":0.11296868,"threshold_uncertainty_score":0.61728185},"labels":[],"label_agreement":null},{"id":"W2884630629","doi":"10.1139/cjce-2017-0497","title":"Strategies for LEED certified projects: the building layer versus the service layer","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Environmental design; Layer (electronics); Mathematics; Engineering; Materials science; Civil engineering; Nanotechnology; Management; Economics","score_opus":0.03748199767033441,"score_gpt":0.2500044126224836,"score_spread":0.21252241495214916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884630629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99088925,0.000051770712,0.0038751354,0.00011567157,0.000004059283,0.00018091516,0.000026483029,0.000019428742,0.004837212],"genre_scores_gemma":[0.9957508,0.000032925895,0.0036587,0.000018491732,0.0000015209337,0.000054232845,0.000019046654,0.0000027123456,0.0004615145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973043,0.0013311232,0.00020551476,0.00024072455,0.0006738467,0.0002444308],"domain_scores_gemma":[0.9914586,0.002478022,0.0030850603,0.0005765452,0.0015590371,0.00084276055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042649605,0.00026447148,0.00015952281,0.0009572096,0.0004966678,0.0013999889,0.00052693114,0.00029187414,0.0014735254],"category_scores_gemma":[0.014431329,0.0001454878,0.00022194248,0.000847062,0.0006003209,0.0007790768,0.0014666792,0.00033747265,0.00018652626],"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":[0.000371329,0.0004674204,0.77295697,0.00031728635,0.00006365298,0.00027460704,0.004105084,0.00486156,0.013076149,0.0066351723,0.00046487674,0.19640596],"study_design_scores_gemma":[0.00004640143,0.0012075816,0.9661894,0.000110672554,0.0000479179,0.00024111934,0.012885343,0.0069936467,0.005318074,0.001705998,0.0052126176,0.00004120202],"about_ca_topic_score_codex":0.0029186723,"about_ca_topic_score_gemma":0.012910285,"teacher_disagreement_score":0.0042649605,"about_ca_system_score_codex":0.0016674291,"about_ca_system_score_gemma":0.0031973394,"threshold_uncertainty_score":0.02255559},"labels":[],"label_agreement":null},{"id":"W2884893642","doi":"10.1108/bpmj-02-2018-0042","title":"Quality assessment methods for index of community sustainability","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mantra Energy Alternatives (Canada); Vancouver Island University","funders":"","keywords":"Sustainability; Loyalty; Environmental economics; Structural equation modeling; Index (typography); Marketing; Latent variable; Business; Consumption (sociology); Computer science; Economics; Sociology; Artificial intelligence; Machine learning","score_opus":0.0439298618955027,"score_gpt":0.41613441390856465,"score_spread":0.37220455201306196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884893642","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07177732,0.0044376776,0.7995922,0.0012973258,0.0006448305,0.006297786,0.009977635,0.0020604432,0.10391485],"genre_scores_gemma":[0.43765193,0.002101566,0.5309474,0.00049607176,0.00012330152,0.008306125,0.004296859,0.0005043282,0.015572479],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9709926,0.008797336,0.00248409,0.0017532111,0.015425883,0.00054688664],"domain_scores_gemma":[0.95292217,0.012588735,0.0059811776,0.004564461,0.023399502,0.00054384087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017383466,0.00087659626,0.0010002576,0.013062711,0.0015685383,0.0040932097,0.0016957272,0.00091033056,0.018075136],"category_scores_gemma":[0.052769747,0.00036429282,0.0014130372,0.016372772,0.001141893,0.0026649437,0.002365272,0.0012503774,0.0030295656],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003838915,0.00046358074,0.07659299,0.0024330383,0.0003534494,0.000101262245,0.0033005613,0.0068710274,0.0046682786,0.038860545,0.015696103,0.8502752],"study_design_scores_gemma":[0.00029905463,0.002553822,0.28426227,0.0059021446,0.00065237423,0.0009540661,0.025635835,0.096875794,0.02470574,0.13577963,0.42177394,0.0006053607],"about_ca_topic_score_codex":0.0075963987,"about_ca_topic_score_gemma":0.008770722,"teacher_disagreement_score":0.018075136,"about_ca_system_score_codex":0.0032291738,"about_ca_system_score_gemma":0.0033187887,"threshold_uncertainty_score":0.09193367},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2886856150","doi":"10.1201/9781315690889-19","title":"Sustainability of office buildings","year":2017,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Business; Architectural engineering; Engineering","score_opus":0.009954633915939714,"score_gpt":0.26129045927422617,"score_spread":0.25133582535828647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886856150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.092382096,0.03251327,0.025415625,0.00554314,0.0006853832,0.00013765121,0.0016232794,0.00034659496,0.8413529],"genre_scores_gemma":[0.88805044,0.022893969,0.010202289,0.0008794973,0.0005768756,0.00011041555,0.0015568839,0.00020497775,0.07552462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983816,0.00036992147,0.00006504266,0.00015925389,0.00077517575,0.00024893176],"domain_scores_gemma":[0.9989943,0.00016372747,0.00019981663,0.00014256981,0.00034209643,0.00015741674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079984847,0.00038579814,0.00023421017,0.0012728125,0.0010008543,0.004545311,0.0005178852,0.0005790518,0.009874115],"category_scores_gemma":[0.00200877,0.0001324796,0.00022819663,0.0019054263,0.0011463359,0.0015634507,0.0024857824,0.00055742403,0.0024630115],"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":[0.000050888484,0.00010669966,0.015292826,0.0010317087,0.00004350104,0.00038206388,0.0023795972,0.005991876,0.0031946844,0.3162056,0.0404699,0.6148507],"study_design_scores_gemma":[0.000003727418,0.00006320692,0.011747027,0.0005622088,0.000012320092,0.00034592926,0.0026144667,0.0009626665,0.0016508801,0.04567507,0.9363409,0.00002150064],"about_ca_topic_score_codex":0.0037382909,"about_ca_topic_score_gemma":0.0049620825,"teacher_disagreement_score":0.009874115,"about_ca_system_score_codex":0.0013638267,"about_ca_system_score_gemma":0.0015320027,"threshold_uncertainty_score":0.03303218},"labels":[],"label_agreement":null},{"id":"W2889118929","doi":"10.1139/cjce-2018-0237","title":"Energy code compliant house design for lowest lifecycle cost based on market-available technologies","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Envelope (radar); Building envelope; Code (set theory); Architectural engineering; Building code; Energy (signal processing); Engineering; Environmental economics; Reliability engineering; Civil engineering; Computer science; Telecommunications; Economics","score_opus":0.017788896676216834,"score_gpt":0.20591018216936968,"score_spread":0.18812128549315285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889118929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6697485,0.00010795092,0.26302394,0.00013442988,0.000029101073,0.0007188199,0.00047257083,0.0004222141,0.06534249],"genre_scores_gemma":[0.92618257,0.00004192717,0.06991755,0.000026654574,0.000004012849,0.00024093251,0.00022867991,0.00008990721,0.0032677276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842036,0.00043257492,0.00006549816,0.000079551515,0.00084653276,0.00015558803],"domain_scores_gemma":[0.9989636,0.00021318026,0.00019134485,0.00013923383,0.0004595043,0.00003304546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014639184,0.00042671844,0.00039045047,0.0011692245,0.00041833287,0.0014072949,0.00077758793,0.0004584407,0.0030867925],"category_scores_gemma":[0.0026178602,0.00026244292,0.0005452416,0.00070829643,0.0003925049,0.0005972047,0.0005231567,0.00029354016,0.00039468132],"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":[0.00029200633,0.0004164699,0.017270612,0.0002811783,0.00006491273,0.00034606934,0.00035070645,0.74317575,0.0578045,0.05363714,0.0030448427,0.12331589],"study_design_scores_gemma":[0.00020870306,0.0019307511,0.046942722,0.00011365941,0.00015303359,0.00054312317,0.0011752469,0.7997878,0.1003575,0.017043727,0.031629078,0.00011464473],"about_ca_topic_score_codex":0.0028752338,"about_ca_topic_score_gemma":0.009268337,"teacher_disagreement_score":0.0030867925,"about_ca_system_score_codex":0.0014411983,"about_ca_system_score_gemma":0.0015130054,"threshold_uncertainty_score":0.010456681},"labels":[],"label_agreement":null},{"id":"W2892132801","doi":"10.3390/su10093331","title":"Application of Wall and Insulation Materials on Green Building: A Review","year":2018,"lang":"en","type":"review","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Sustainability; Architectural engineering; Thermal insulation; Green building; Energy consumption; Embodied energy; Software deployment; Building material; Resource efficiency; Building construction; Efficient energy use; Natural resource; Zero-energy building; Construction engineering; Civil engineering; Engineering; Materials science; Nanotechnology","score_opus":0.019297883598782792,"score_gpt":0.32355806195214626,"score_spread":0.30426017835336344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892132801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027797048,0.9980757,0.00013278282,0.00014542369,0.00012068448,0.000004702045,0.000020103744,0.000004748197,0.0012177587],"genre_scores_gemma":[0.0010426835,0.998276,0.00017984839,0.00006446736,0.00006311966,0.0000036335396,0.000019925057,0.0000011279757,0.00034919308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966764,0.000051635932,0.00006347163,0.000064537104,0.00011958065,0.000033134915],"domain_scores_gemma":[0.9992461,0.000388709,0.00013605796,0.000019105802,0.00017172181,0.000038325783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006743303,0.000926267,0.0010318117,0.0044074324,0.00043324064,0.0013173211,0.00074854423,0.00092887506,0.0042616148],"category_scores_gemma":[0.0010517295,0.0003973036,0.00082037516,0.0049426826,0.0003978672,0.001683643,0.00071761315,0.0010371123,0.0011463965],"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":[0.000046244673,0.00012154093,0.00048845814,0.08669805,0.00014276594,0.00037807805,0.0002505379,0.0006848489,0.004225609,0.007185209,0.019785924,0.8799928],"study_design_scores_gemma":[0.000004143154,0.000087902044,0.0010310654,0.010695888,0.0002119774,0.0009226118,0.00015902589,0.000097417906,0.001213985,0.0014422892,0.9841128,0.000020894899],"about_ca_topic_score_codex":0.0017384713,"about_ca_topic_score_gemma":0.0032233957,"teacher_disagreement_score":0.0044074324,"about_ca_system_score_codex":0.0005649897,"about_ca_system_score_gemma":0.0019340898,"threshold_uncertainty_score":0.014256537},"labels":[],"label_agreement":null},{"id":"W2892179945","doi":"10.1007/s13280-018-1086-z","title":"Transformative capacity and local action for urban sustainability","year":2018,"lang":"en","type":"article","venue":"AMBIO","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Economic and Social Research Council; British Academy; Leverhulme Trust","keywords":"Transformative learning; Sustainability; Action (physics); Urban sustainability; Political science; Sociology; Ecology","score_opus":0.017251860678383125,"score_gpt":0.2617764453664239,"score_spread":0.24452458468804078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892179945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26639658,0.0015609842,0.032274,0.011786427,0.000119576354,0.00016762454,0.00007420369,0.00020631526,0.6874144],"genre_scores_gemma":[0.994193,0.00017164339,0.0018262478,0.00017843714,0.0000111634945,0.0000377645,0.000015256652,0.000022054575,0.003544368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99288505,0.004588705,0.00019485809,0.0004574116,0.00077417813,0.001099762],"domain_scores_gemma":[0.99311197,0.0036528374,0.00086733705,0.0010581923,0.00066333124,0.0006464215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007039216,0.00036129475,0.0003398403,0.0025184827,0.003807499,0.0073246644,0.0010511045,0.00096125,0.010386099],"category_scores_gemma":[0.011117593,0.00021921472,0.00051169546,0.0019977516,0.028536815,0.0063754427,0.011970495,0.0017151795,0.00043941906],"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":[0.000041780164,0.000066833054,0.0075269877,0.00023809174,0.000029576151,0.00023643655,0.04281403,0.0022259837,0.00061231136,0.90599334,0.0014128461,0.038801756],"study_design_scores_gemma":[0.00002539562,0.0001066451,0.015525343,0.0006421322,0.000041955715,0.0002440883,0.11769851,0.0023750998,0.0017866193,0.69815165,0.16334021,0.00006237996],"about_ca_topic_score_codex":0.002499154,"about_ca_topic_score_gemma":0.00507605,"teacher_disagreement_score":0.010386099,"about_ca_system_score_codex":0.006118224,"about_ca_system_score_gemma":0.005077731,"threshold_uncertainty_score":0.044391036},"labels":[],"label_agreement":null},{"id":"W2893796855","doi":"10.5539/jsd.v11n5p162","title":"The &amp;#39;Green’ Premium in Israel: Measuring the Effects of Environmental Certification on Housing Prices","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Apartment; Certification; Price premium; Green building; Business; Economics; Agricultural economics; Willingness to pay; Microeconomics; Engineering; Civil engineering; Management","score_opus":0.010385162021168523,"score_gpt":0.21510756840680195,"score_spread":0.20472240638563344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893796855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969426,0.000018798277,0.0001479554,0.00005928042,0.0000023047237,0.0000064335,0.00015714619,0.0000015635164,0.0026639812],"genre_scores_gemma":[0.9992028,0.000018966515,0.00008337781,0.000014386232,0.000003125793,0.0000067859187,0.00023650369,0.0000012398957,0.00043284582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949455,0.00014909974,0.000027254073,0.00006990529,0.00015033291,0.00010882071],"domain_scores_gemma":[0.9984988,0.0006002561,0.00042611282,0.000038738763,0.00021788759,0.00021809089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773456,0.00013221535,0.00015711325,0.0008154293,0.00034812355,0.0011803781,0.00047442334,0.00048325173,0.0019686176],"category_scores_gemma":[0.0021872337,0.000106950465,0.00023683635,0.0011083822,0.0006382196,0.0007567356,0.00061247696,0.00058918295,0.00027201322],"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":[0.00018353593,0.000559766,0.9808975,0.000021233429,0.000055406217,0.00021494245,0.0014790111,0.0015813112,0.0010244347,0.0030384073,0.00092458964,0.010020015],"study_design_scores_gemma":[0.0000092375485,0.00012846016,0.99029386,0.000008484526,0.000016180875,0.000040538405,0.0034699151,0.0041723805,0.00073320046,0.00036825097,0.0007481869,0.000011310203],"about_ca_topic_score_codex":0.0393375,"about_ca_topic_score_gemma":0.04671131,"teacher_disagreement_score":0.0393375,"about_ca_system_score_codex":0.002532071,"about_ca_system_score_gemma":0.0006940131,"threshold_uncertainty_score":0.07821709},"labels":[],"label_agreement":null},{"id":"W2895744198","doi":"10.1061/9780784481301.025","title":"Can “EDGE” be the Solution to Sustainability of Buildings in Colombian Market?","year":2018,"lang":"en","type":"article","venue":"Construction Research Congress 2018","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Operability; Upgrade; Environmental economics; Energy consumption; Sustainability; Market penetration; Efficient energy use; Excellence; Enhanced Data Rates for GSM Evolution; Business; Architectural engineering; Computer science; Engineering; Marketing; Economics; Telecommunications","score_opus":0.02772112716527856,"score_gpt":0.3299502607866815,"score_spread":0.3022291336214029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895744198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33649024,0.006778731,0.008276606,0.030978253,0.00019685463,0.00010284914,0.00027045092,0.00015740952,0.6167487],"genre_scores_gemma":[0.97619015,0.0015461722,0.0044557475,0.00081279175,0.00004468394,0.00003307903,0.000089878275,0.000033773307,0.016793618],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989931,0.00033497592,0.00002490929,0.000085972264,0.00025201603,0.00030905637],"domain_scores_gemma":[0.99909115,0.00028356657,0.00011086458,0.000062240535,0.00027272178,0.0001794646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012842683,0.00031142237,0.00016455157,0.0008019926,0.0020014218,0.005004314,0.00055223645,0.0010976195,0.014343218],"category_scores_gemma":[0.0028043066,0.00010835869,0.00016147405,0.0007798508,0.0018839317,0.0040669497,0.0015381068,0.00067730463,0.0007525607],"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":[0.00033503844,0.00025433043,0.05340234,0.0014975645,0.000022827848,0.0021413686,0.019318815,0.0023066206,0.0062695397,0.33947396,0.043902267,0.53107536],"study_design_scores_gemma":[0.000027724474,0.00018366198,0.09544793,0.0007258931,0.000030410665,0.00090031506,0.08805696,0.0042158263,0.0022879401,0.028533196,0.77948785,0.00010228247],"about_ca_topic_score_codex":0.023806643,"about_ca_topic_score_gemma":0.07875798,"teacher_disagreement_score":0.023806643,"about_ca_system_score_codex":0.0036081688,"about_ca_system_score_gemma":0.0023036595,"threshold_uncertainty_score":0.04798287},"labels":[],"label_agreement":null},{"id":"W2897675651","doi":"10.5430/jha.v7n5p70","title":"A life-cycle cost analysis of resilient flooring materials in acute-care facilities","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Total cost of ownership; Activity-based costing; Protocol (science); Life-cycle cost analysis; Operations management; Health care; Facility management; Productivity; USable; Business; Risk analysis (engineering); Computer science; Engineering; Medicine; Accounting; Marketing","score_opus":0.007975256119385524,"score_gpt":0.25839187322148605,"score_spread":0.2504166171021005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897675651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603702,0.0030143554,0.021905918,0.0004517279,0.000060696068,0.0023854943,0.0028890232,0.00005180491,0.008870737],"genre_scores_gemma":[0.98661697,0.00065584946,0.010252726,0.000056276825,0.000009407528,0.00055464415,0.0010734323,0.0000107045125,0.0007699752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99170494,0.0045203646,0.0004238428,0.00038850628,0.0024615368,0.0005008161],"domain_scores_gemma":[0.98241884,0.010327694,0.0018765316,0.00064136134,0.0044689174,0.00026668335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011540606,0.0011076761,0.00069614704,0.0036133153,0.00049415155,0.0017959875,0.0011691304,0.00076090446,0.0024899808],"category_scores_gemma":[0.026163455,0.00047276134,0.0022626433,0.0024190857,0.00046059123,0.0017500519,0.0009622011,0.00087282533,0.00015287807],"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":[0.0033084166,0.0019148156,0.12582934,0.0031917004,0.0019622731,0.0002864179,0.0005047273,0.6836103,0.0057210745,0.0084481,0.002194653,0.16302824],"study_design_scores_gemma":[0.00054816675,0.022757605,0.21951741,0.0013589173,0.0028666826,0.00043293723,0.0022551634,0.7125704,0.014842887,0.006230983,0.016256932,0.00036182077],"about_ca_topic_score_codex":0.019185342,"about_ca_topic_score_gemma":0.016824149,"teacher_disagreement_score":0.019185342,"about_ca_system_score_codex":0.010304818,"about_ca_system_score_gemma":0.0065548806,"threshold_uncertainty_score":0.07476705},"labels":[],"label_agreement":null},{"id":"W2897988409","doi":"10.1007/978-3-319-94565-1_3","title":"Evolutions in Sustainability and Sustainable Real Estate","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave studies in sustainable business in association with Future Earth","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Real estate; Sustainability; Sustainable development; Estate; Environmental planning; Multidisciplinary approach; Business; Environmental economics; Political science; Geography; Economics; Finance","score_opus":0.009624814572848323,"score_gpt":0.24896958837888922,"score_spread":0.23934477380604088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897988409","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018340174,0.025787387,0.0048420546,0.006449675,0.0006651887,0.000012869981,0.000031828793,0.000029200388,0.94384164],"genre_scores_gemma":[0.47767374,0.021121325,0.0029423903,0.0012045082,0.00046222378,0.000037174126,0.00008093236,0.000120887315,0.49635682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997056,0.00013090522,0.000010268476,0.000044387638,0.00007688082,0.00003190205],"domain_scores_gemma":[0.99977726,0.00010541517,0.000016204636,0.000037576836,0.000040817322,0.000022784938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004927318,0.00031738772,0.00018890748,0.00066957984,0.0012925171,0.003523164,0.00051771884,0.0008698352,0.00817104],"category_scores_gemma":[0.0010764161,0.00017460076,0.00014902992,0.0015461596,0.0065856245,0.0046829004,0.0014376171,0.0016202141,0.0011052687],"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":[0.000004008237,0.00000913191,0.0001419186,0.000017905555,0.0000012888863,0.000028170301,0.0024054046,0.0002672826,0.000054982986,0.9718279,0.0070476257,0.018194351],"study_design_scores_gemma":[0.0000032482747,0.000008170493,0.0007854505,0.00008783488,0.0000024501219,0.00009019369,0.0026267641,0.0005086015,0.0000953524,0.56596905,0.4298178,0.000005137462],"about_ca_topic_score_codex":0.005200741,"about_ca_topic_score_gemma":0.009503229,"teacher_disagreement_score":0.00817104,"about_ca_system_score_codex":0.003448784,"about_ca_system_score_gemma":0.0010140096,"threshold_uncertainty_score":0.027334869},"labels":[],"label_agreement":null},{"id":"W2898241892","doi":"10.1108/9781787569218","title":"SDG11 – Sustainable Cities and Communities: Towards Inclusive, Safe, and Resilient Settlements","year":2018,"lang":"en","type":"book","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Human settlement; Resilience (materials science); Informal settlements; Environmental planning; Geography; Economic growth; Economics; Archaeology","score_opus":0.00901735936286946,"score_gpt":0.24036806077882453,"score_spread":0.23135070141595507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898241892","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005823938,0.013126188,0.012686867,0.012947733,0.008155724,0.00014943787,0.0012134877,0.0008861761,0.950252],"genre_scores_gemma":[0.0043190466,0.009110268,0.006300339,0.0017358465,0.00076239335,0.00012780642,0.001556048,0.0007138957,0.9753743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992173,0.00011727742,0.000024199602,0.00007065604,0.0004993523,0.00007129433],"domain_scores_gemma":[0.9994869,0.00011135054,0.000018079416,0.000048694976,0.0002259704,0.00010881842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081965124,0.00094635633,0.0004331793,0.0011051164,0.0015052245,0.005906526,0.0013244144,0.002820996,0.07198039],"category_scores_gemma":[0.0014432281,0.00037106074,0.00044903267,0.0020790861,0.0013678467,0.0058194078,0.0033516912,0.0029420573,0.037033662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058134738,0.000013479402,0.00004619582,0.00013476581,0.0000018925332,0.000022307395,0.00019130751,0.00045294364,0.00017072978,0.0792927,0.8418484,0.07781958],"study_design_scores_gemma":[0.0000010601775,0.0000034839577,0.00005095566,0.000072543015,4.240457e-7,0.000022997696,0.000057448342,0.00008575122,0.000055500957,0.007656956,0.99199015,0.000002642732],"about_ca_topic_score_codex":0.009709251,"about_ca_topic_score_gemma":0.0221661,"teacher_disagreement_score":0.07198039,"about_ca_system_score_codex":0.003643308,"about_ca_system_score_gemma":0.003815065,"threshold_uncertainty_score":0.24079835},"labels":[],"label_agreement":null},{"id":"W2903335220","doi":"10.9734/ajarr/2018/v2i229742","title":"Beyond the Construction, Design and Planning Scenarios of Eco-Buildings","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Advanced Research and Reports","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Variety (cybernetics); Curiosity; Work (physics); Context (archaeology); Architectural engineering; Subject (documents); Sustainable development; Simple (philosophy); Business; Environmental planning; Risk analysis (engineering); Computer science; Engineering; Political science; Geography; Psychology","score_opus":0.018962270079950775,"score_gpt":0.30920740060959184,"score_spread":0.29024513052964107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903335220","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07274585,0.01982282,0.24509111,0.033349838,0.0008987038,0.0003734911,0.0008676577,0.00034870717,0.62650174],"genre_scores_gemma":[0.7968213,0.015863877,0.11941039,0.0012261907,0.00031313265,0.00036648056,0.0007356562,0.00018815456,0.06507479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982383,0.0011492023,0.000045675657,0.00015870163,0.00022114083,0.00018695915],"domain_scores_gemma":[0.9992286,0.00026963785,0.0000504642,0.00016141862,0.00012412992,0.00016571558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016080323,0.00050359446,0.0003333808,0.00060943764,0.002452091,0.0074739777,0.0015941527,0.002563415,0.011940103],"category_scores_gemma":[0.0018893364,0.00033979074,0.0006585424,0.0012578184,0.00455769,0.006171343,0.0031048332,0.0017498179,0.0019620722],"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":[0.000026984304,0.00006814231,0.0021754662,0.00029941814,0.0000139301665,0.000724357,0.002208049,0.026160803,0.00048799466,0.91532576,0.009740776,0.042768423],"study_design_scores_gemma":[0.000011639181,0.0000767729,0.0021199991,0.00061044446,0.000012955922,0.00067026116,0.011332152,0.028666737,0.00080827496,0.3981353,0.55751467,0.000040832612],"about_ca_topic_score_codex":0.0045199064,"about_ca_topic_score_gemma":0.011382332,"teacher_disagreement_score":0.011940103,"about_ca_system_score_codex":0.0028496142,"about_ca_system_score_gemma":0.0020187814,"threshold_uncertainty_score":0.039943576},"labels":[],"label_agreement":null},{"id":"W2904867520","doi":"10.3390/su10124829","title":"Rethinking Performance Gaps: A Regenerative Sustainability Approach to Built Environment Performance Assessment","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"University of Toronto","keywords":"Built environment; Sustainability; Occupancy; Cognitive reframing; Post-occupancy evaluation; Energy performance; Resilience (materials science); Computer science; Thermal comfort; Performance prediction; Architectural engineering; Performance indicator; Energy consumption; Environmental resource management; Engineering; Simulation; Civil engineering; Environmental science; Business","score_opus":0.014014666028041316,"score_gpt":0.25920100562865867,"score_spread":0.24518633960061734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904867520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08870578,0.004374658,0.7684266,0.038848124,0.00067824806,0.0007883476,0.00051949953,0.00081482116,0.096843965],"genre_scores_gemma":[0.879989,0.0012804891,0.11473387,0.0010157373,0.00018041258,0.0005100132,0.00017403005,0.00013826303,0.0019781752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96745926,0.018905584,0.0017874183,0.0028549777,0.0072164666,0.001776375],"domain_scores_gemma":[0.94193316,0.03387902,0.006692143,0.005820229,0.010187639,0.0014879097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.048385337,0.0022902645,0.0014637301,0.009798036,0.0035825216,0.013205854,0.0050679576,0.002979841,0.0029209615],"category_scores_gemma":[0.075627625,0.00060862966,0.0012627569,0.0051095923,0.013027092,0.018976625,0.014618342,0.0059383498,0.0004985126],"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":[0.00014360671,0.00037809843,0.01912857,0.00095372694,0.00016198373,0.00027770063,0.021200752,0.045192305,0.0013673696,0.7182799,0.003922793,0.18899314],"study_design_scores_gemma":[0.000016370535,0.00028950188,0.0057002255,0.0010691247,0.00006551818,0.00013947465,0.018910132,0.04825628,0.0014792439,0.89752656,0.026398435,0.00014907923],"about_ca_topic_score_codex":0.008032036,"about_ca_topic_score_gemma":0.008263231,"teacher_disagreement_score":0.048385337,"about_ca_system_score_codex":0.010546881,"about_ca_system_score_gemma":0.011806043,"threshold_uncertainty_score":0.25588918},"labels":[],"label_agreement":null},{"id":"W2905045334","doi":"10.2495/sdp180561","title":"THE INTERSECTION OF BIOPHILIA AND ENGINEERING IN CREATING SUSTAINABLE, HEALTHY AND STRUCTURALLY SOUND BUILT ENVIRONMENTS","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Intersection (aeronautics); Sound (geography); Computer science; Acoustics; Architectural engineering; Human–computer interaction; Engineering; Transport engineering; Physics","score_opus":0.003975745157649898,"score_gpt":0.19367393343526443,"score_spread":0.18969818827761453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905045334","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05861758,0.08114287,0.10345547,0.101676315,0.0022913155,0.00012613284,0.000048983922,0.000260235,0.65238106],"genre_scores_gemma":[0.86900944,0.03799851,0.043966714,0.01211389,0.0012166196,0.00021099321,0.000030221234,0.00023222095,0.03522147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99468464,0.00344369,0.00015193128,0.00044364063,0.0008515256,0.00042472684],"domain_scores_gemma":[0.99634945,0.0022104562,0.00025090677,0.0004264561,0.00033450616,0.00042824462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004316761,0.00079406047,0.00043210023,0.0015428454,0.005200443,0.013080871,0.00077048515,0.002928089,0.0051512644],"category_scores_gemma":[0.0032160776,0.0003730139,0.00035471388,0.0010829639,0.04932527,0.011030167,0.009450487,0.00444187,0.0009887344],"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":[0.000019101615,0.00005676156,0.0007894212,0.00041832708,0.000012167493,0.00028870968,0.021250136,0.0005728294,0.0008903933,0.91211504,0.0046554226,0.05893166],"study_design_scores_gemma":[0.000009151686,0.00011986223,0.0016593925,0.001372505,0.000018304534,0.000907208,0.02496836,0.0006433749,0.0011030843,0.5748104,0.3943346,0.000053731303],"about_ca_topic_score_codex":0.0016481283,"about_ca_topic_score_gemma":0.00275108,"teacher_disagreement_score":0.013080871,"about_ca_system_score_codex":0.0030531932,"about_ca_system_score_gemma":0.0034192218,"threshold_uncertainty_score":0.022829473},"labels":[],"label_agreement":null},{"id":"W2909207322","doi":"10.1080/09640568.2018.1496072","title":"Understanding barriers to green infrastructure policy and stormwater management in the City of Toronto: a shift from grey to green or policy layering and conversion?","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Green infrastructure; Stormwater management; Grey literature; Stormwater; Policy analysis; Business; Public policy; Urban policy; Environmental planning; Urban planning; Public administration; Environmental resource management; Economics; Civil engineering; Economic growth; Political science; Engineering; Geography","score_opus":0.013243631007134705,"score_gpt":0.23875133428140563,"score_spread":0.22550770327427092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909207322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97255725,0.0008439691,0.0006981979,0.00982751,0.000019327177,0.00005258022,0.00010448632,0.0000059325907,0.015890699],"genre_scores_gemma":[0.99784327,0.00055169227,0.00021824744,0.0001891101,0.0000029589876,0.000018131981,0.000029042822,0.000003768946,0.0011436683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99651164,0.0011903533,0.00011365203,0.00021035515,0.0006631288,0.00131091],"domain_scores_gemma":[0.99374974,0.0033265576,0.0009795019,0.0001559028,0.0010285425,0.00075991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030315178,0.00025985696,0.0003452629,0.0009722775,0.010953734,0.006173847,0.0010382101,0.0011233499,0.0021875675],"category_scores_gemma":[0.0076648695,0.0003428789,0.00020593377,0.003128118,0.010271243,0.003007504,0.0035538275,0.0020240578,0.000099644094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006102659,0.000047249974,0.04846855,0.00038409673,0.000024019453,0.00092610705,0.9023448,0.0011130393,0.0014365403,0.03163603,0.0018018181,0.011756779],"study_design_scores_gemma":[0.0000029568337,0.000017305374,0.045351516,0.00016689725,0.000012395118,0.000034111144,0.9385198,0.0003279578,0.00026986955,0.0011830443,0.014094305,0.00001992338],"about_ca_topic_score_codex":0.9462696,"about_ca_topic_score_gemma":0.97615844,"teacher_disagreement_score":0.088235416,"about_ca_system_score_codex":0.088235416,"about_ca_system_score_gemma":0.08091625,"threshold_uncertainty_score":0.6401957},"labels":[],"label_agreement":null},{"id":"W2909636109","doi":"10.17681/hsp.394880","title":"Green Hospital Certification Systems","year":2019,"lang":"en","type":"article","venue":"Archives of Health Science and Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Environmental science","score_opus":0.04402629249469681,"score_gpt":0.3567850924923741,"score_spread":0.3127587999976773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909636109","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2772877,0.0021375027,0.069156654,0.013921868,0.0019201975,0.005629405,0.0063470514,0.008281298,0.61531824],"genre_scores_gemma":[0.74708503,0.0015010488,0.05586036,0.0034638657,0.00036438755,0.0011251653,0.0077289334,0.00056728517,0.18230383],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98822826,0.002780879,0.0010401845,0.0009834459,0.0051095956,0.0018575606],"domain_scores_gemma":[0.9564225,0.003809281,0.004622791,0.004065209,0.024841184,0.006238867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012266214,0.0004596022,0.0002987028,0.004654675,0.0030464733,0.0048166024,0.0016938039,0.0013078295,0.030114343],"category_scores_gemma":[0.026121015,0.00042624402,0.000590758,0.003436869,0.0011631936,0.003154162,0.005510604,0.0011955036,0.008454229],"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":[0.00038422833,0.00090133125,0.072172105,0.000873078,0.000075212294,0.00039740885,0.003390368,0.0067676706,0.0030653416,0.06946847,0.17870854,0.6637963],"study_design_scores_gemma":[0.00016172853,0.0011160652,0.12308328,0.0007431602,0.000058579335,0.0007475563,0.004820524,0.009157576,0.0051186737,0.012290982,0.84244436,0.0002574609],"about_ca_topic_score_codex":0.015218107,"about_ca_topic_score_gemma":0.022717996,"teacher_disagreement_score":0.030114343,"about_ca_system_score_codex":0.0063111787,"about_ca_system_score_gemma":0.015459807,"threshold_uncertainty_score":0.10074252},"labels":[],"label_agreement":null},{"id":"W2912250395","doi":"10.1016/j.jobe.2019.02.010","title":"A multi-criteria lifecycle assessment framework for evaluating building systems design","year":2019,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interdependence; Risk analysis (engineering); Reliability engineering; System lifecycle; Function (biology); Reliability (semiconductor); Computer science; Systems design; Building envelope; Systems engineering; Engineering; Business","score_opus":0.0364854494497102,"score_gpt":0.34313665879871164,"score_spread":0.3066512093490014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912250395","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016512992,0.00054110796,0.97343314,0.00035318147,0.000025036472,0.00050893024,0.00022499221,0.00028158136,0.008119015],"genre_scores_gemma":[0.27873442,0.00029943153,0.7181343,0.000076805096,0.000023082855,0.0007609446,0.0003026904,0.000056563327,0.0016117397],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9902082,0.0044467608,0.00056179415,0.00032520754,0.0039931997,0.00046481894],"domain_scores_gemma":[0.9947718,0.002237992,0.0005492453,0.0003299285,0.0018432847,0.0002676596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012486324,0.0020143162,0.0013557258,0.0090104295,0.0013376252,0.0040078065,0.002226516,0.0015691993,0.003807792],"category_scores_gemma":[0.010517488,0.0007216756,0.0023259171,0.002965181,0.0014756789,0.0030742532,0.0033368103,0.0014295466,0.00044176323],"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":[0.00014130343,0.00042519846,0.0053113047,0.00070992124,0.0003799014,0.00021458065,0.00041958079,0.6822909,0.006994294,0.1339835,0.0029403118,0.1661891],"study_design_scores_gemma":[0.000043062373,0.00040924453,0.0015252858,0.0002185987,0.00012385221,0.00008993793,0.00025575358,0.95223254,0.0019671277,0.03836247,0.004708117,0.00006402943],"about_ca_topic_score_codex":0.010143594,"about_ca_topic_score_gemma":0.013270021,"teacher_disagreement_score":0.012486324,"about_ca_system_score_codex":0.003950312,"about_ca_system_score_gemma":0.005213548,"threshold_uncertainty_score":0.066034794},"labels":[],"label_agreement":null},{"id":"W2912355789","doi":"10.47339/ephj.2018.65","title":"An evaluation of the knowledge and practices of Metro Vancouver residents regarding mould","year":2018,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Snowball sampling; Public health; Descriptive statistics; Indoor air quality; Environmental health; Quality (philosophy); Test (biology); Variance (accounting); The Internet; Social media; Psychology; Business; Applied psychology; Marketing; Engineering; Medicine; Statistics; Computer science; Mathematics; Environmental engineering; World Wide Web; Nursing","score_opus":0.05503925406750518,"score_gpt":0.35275481538476117,"score_spread":0.29771556131725596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912355789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837506,0.00006790111,0.00002550367,0.00008456903,0.0000032913347,0.00007319328,0.0001141848,0.0000025932472,0.0012536019],"genre_scores_gemma":[0.9971521,0.00036340207,0.00026233922,0.00010891265,0.000007369374,0.00010374396,0.00018505106,0.0000026060518,0.0018144478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998973,0.00024390103,0.00007971557,0.00008087907,0.00040287795,0.00021966307],"domain_scores_gemma":[0.9968244,0.0005256129,0.00049555366,0.00007919714,0.0013708668,0.00070445606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014153968,0.00027288057,0.0003769493,0.00086810515,0.002072552,0.0010873257,0.0005752997,0.00043028835,0.0020824932],"category_scores_gemma":[0.0034786903,0.00034781106,0.0002775201,0.001000502,0.0007595826,0.00038081387,0.001201363,0.00055995,0.0003785244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003770915,0.0010031319,0.83474326,0.00055578095,0.000047083395,0.00078314584,0.11024549,0.000095850824,0.0022307015,0.000053901127,0.0012832333,0.048581228],"study_design_scores_gemma":[0.000018882343,0.0013847469,0.8475937,0.0001578777,0.00002435781,0.00022877454,0.14606711,0.00025930352,0.00036518727,0.0000257076,0.00384142,0.000032944492],"about_ca_topic_score_codex":0.5114468,"about_ca_topic_score_gemma":0.6862523,"teacher_disagreement_score":0.5114468,"about_ca_system_score_codex":0.003827715,"about_ca_system_score_gemma":0.004798258,"threshold_uncertainty_score":0.9828608},"labels":[],"label_agreement":null},{"id":"W2913943178","doi":"10.5539/jsd.v12n1p120","title":"Performance Evaluation of LEED-certified Affordable Homes: Case Study of LEED-certified Habitat for Humanity","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Institute for Public Policy and Social Research; Michigan State University","keywords":"Certification; Environmental design; Environmental quality; Environmental health; Thermal comfort; Habitat; Business; Geography; Psychology; Socioeconomics; Gerontology; Medicine; Ecology; Sociology; Engineering; Political science; Civil engineering; Meteorology","score_opus":0.03660622805241607,"score_gpt":0.27917421976758994,"score_spread":0.24256799171517388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913943178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984773,0.000028538887,0.00028830624,0.00009641148,0.0000021330766,0.000087311426,0.000015756583,0.000003736151,0.0010004407],"genre_scores_gemma":[0.9973797,0.00010265118,0.0015037233,0.000050808612,0.0000052571863,0.00004890188,0.00002659601,0.000004828555,0.00087746343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801946,0.0012071421,0.00007242908,0.00012229107,0.00026531713,0.00031340626],"domain_scores_gemma":[0.9977622,0.00071752386,0.00038775802,0.00019436926,0.0004588143,0.00047934364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020071657,0.00038833756,0.00027092177,0.0006151863,0.0032649608,0.0010126464,0.0009693515,0.0008863566,0.0016848206],"category_scores_gemma":[0.00377694,0.00021616448,0.0004251662,0.00068269804,0.0011151057,0.0006311075,0.0014023868,0.0006378304,0.0001599493],"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":[0.0009190302,0.012994721,0.5421739,0.00087064534,0.0001732661,0.09344691,0.18431197,0.005563982,0.01739809,0.003016311,0.0041520246,0.13497916],"study_design_scores_gemma":[0.00012163827,0.012897871,0.4697264,0.0003389427,0.00014020482,0.023536162,0.44938934,0.009686845,0.015279846,0.00076082605,0.017933853,0.00018808326],"about_ca_topic_score_codex":0.010386192,"about_ca_topic_score_gemma":0.04492964,"teacher_disagreement_score":0.010386192,"about_ca_system_score_codex":0.002738494,"about_ca_system_score_gemma":0.001636645,"threshold_uncertainty_score":0.02065146},"labels":[],"label_agreement":null},{"id":"W2917705473","doi":"","title":"International Green Building Adoption Index 2018","year":2018,"lang":"en","type":"article","venue":"Research Publications (Maastricht University)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"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":"Real estate; Index (typography); Certification; Green building; Business; Architectural engineering; Agricultural economics; Engineering; Finance; Economics; Computer science; Management","score_opus":0.04739566496843557,"score_gpt":0.30957388563628707,"score_spread":0.2621782206678515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917705473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12584315,0.0034726316,0.017893236,0.0014204999,0.00078944705,0.0009232498,0.35123038,0.0027258166,0.49570164],"genre_scores_gemma":[0.315913,0.0050721425,0.03093798,0.0006095045,0.00031597013,0.0020254098,0.56328154,0.0009592689,0.08088531],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967817,0.00026245243,0.0002592407,0.00031709266,0.0020869859,0.00029251864],"domain_scores_gemma":[0.9962119,0.00027312487,0.0006127689,0.0002942013,0.0023161112,0.00029188063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022543364,0.00087139057,0.00043084062,0.008200427,0.0004484947,0.0019407572,0.0008708598,0.00031009153,0.0101873465],"category_scores_gemma":[0.0051040053,0.00019809314,0.00079478376,0.013633173,0.00026092498,0.0021001636,0.0015976537,0.0012399578,0.0064724893],"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":[0.0001996818,0.00039797148,0.17354304,0.0007762655,0.00015938783,0.00009799162,0.0012549496,0.0026219406,0.0013121255,0.03573774,0.41664603,0.36725286],"study_design_scores_gemma":[0.000008388827,0.00011216978,0.3054406,0.00018810466,0.00004518686,0.00014918513,0.00063748396,0.0010398986,0.0012202838,0.0015939204,0.689517,0.000047667065],"about_ca_topic_score_codex":0.021474639,"about_ca_topic_score_gemma":0.026768133,"teacher_disagreement_score":0.021474639,"about_ca_system_score_codex":0.0021898586,"about_ca_system_score_gemma":0.0016191045,"threshold_uncertainty_score":0.042699277},"labels":[],"label_agreement":null},{"id":"W2919659392","doi":"","title":"U.S. Green Building Adoption Index 2018","year":2018,"lang":"en","type":"book","venue":"Research Publications (Maastricht University)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Real estate; Atlanta; Index (typography); Green building; Certification; Business; Agricultural economics; Architectural engineering; Finance; Engineering; Economics; Geography; Management; Metropolitan area; Computer science","score_opus":0.047346547800231883,"score_gpt":0.2882518621001658,"score_spread":0.2409053142999339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919659392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038378073,0.020195052,0.002092209,0.0041179676,0.0033175612,0.00010296475,0.061108388,0.0020171173,0.903211],"genre_scores_gemma":[0.0341412,0.04625209,0.0051662535,0.0016077069,0.0013493162,0.00036910985,0.09054329,0.0010527755,0.81951827],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99937963,0.000025714673,0.000030164962,0.00006283526,0.0004610387,0.000040548137],"domain_scores_gemma":[0.99912924,0.00010286077,0.000060636314,0.00004049895,0.00059300795,0.000073716415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005325967,0.00081977353,0.0002875485,0.005587651,0.0006977308,0.002382076,0.00048048038,0.0005500758,0.03613461],"category_scores_gemma":[0.002107319,0.00021598215,0.0002781712,0.00900217,0.00028457493,0.002647972,0.0009091344,0.0011738138,0.036331378],"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":[0.000010040642,0.0000136853105,0.0006723688,0.0001056474,0.0000021723733,0.0000192051,0.0000822102,0.0001230152,0.00010762451,0.008175014,0.8962162,0.09447285],"study_design_scores_gemma":[0.0000012894553,0.0000063313487,0.0028628684,0.00009787297,0.0000015615509,0.00003631769,0.00003548316,0.00008135347,0.0001075313,0.00081839674,0.99594575,0.0000052851583],"about_ca_topic_score_codex":0.023840776,"about_ca_topic_score_gemma":0.035204697,"teacher_disagreement_score":0.03613461,"about_ca_system_score_codex":0.0021580234,"about_ca_system_score_gemma":0.0018069802,"threshold_uncertainty_score":0.12088227},"labels":[],"label_agreement":null},{"id":"W2924695453","doi":"10.24908/iqurcp.7674","title":"The Queen’s Residence Energy Challenge","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pledge; Residence; Sustainability; Competition (biology); Renewable energy; Energy (signal processing); Queen (butterfly); Business; Political science; Engineering; Sociology; Ecology; Demography; Law","score_opus":0.08729166943019302,"score_gpt":0.357471651171486,"score_spread":0.270179981741293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924695453","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060421783,0.005163193,0.00080724334,0.21603836,0.016945627,0.000066077235,0.0004337046,0.00019156493,0.75431216],"genre_scores_gemma":[0.025575822,0.0020946565,0.00055941765,0.016554784,0.0014980347,0.00003586234,0.00021252202,0.00016453736,0.9533043],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982315,0.00033003377,0.000033724587,0.00017763283,0.0007287979,0.000498464],"domain_scores_gemma":[0.99793845,0.00014934181,0.000036537698,0.000085994754,0.0004534599,0.0013361246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013466014,0.00031067152,0.00023052694,0.00018092783,0.0077374745,0.0078086406,0.0012194959,0.004076039,0.09281532],"category_scores_gemma":[0.0025396962,0.00028280818,0.00031183177,0.00032761836,0.0019077113,0.0027265276,0.00450112,0.0055189435,0.025895638],"study_design_candidate":"observational","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":[0.000012479536,0.000014600886,0.00014514705,0.000027067781,9.616049e-7,0.00010833939,0.0006164771,0.000034668523,0.00010763374,0.019365689,0.97078896,0.0087780105],"study_design_scores_gemma":[9.3699987e-7,0.0000032330395,0.00011713717,0.000014255034,1.9156796e-7,0.000015797796,0.000515512,0.000013668933,0.000033852946,0.000451123,0.9988317,0.0000025787447],"about_ca_topic_score_codex":0.07070617,"about_ca_topic_score_gemma":0.25505987,"teacher_disagreement_score":0.9292938,"about_ca_system_score_codex":0.008216071,"about_ca_system_score_gemma":0.010809562,"threshold_uncertainty_score":0.31049812},"labels":[],"label_agreement":null},{"id":"W2924785329","doi":"10.25071/1916-4467.40491","title":"Examining How Expectancies and Values Can Overcome the Costs of Innovation: A Systematic Review of Environments and Approaches","year":2020,"lang":"en","type":"review","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"SAFER; Value (mathematics); Expectancy theory; Task (project management); Principal (computer security); Marketing; Point (geometry); Life expectancy; Business; Economics; Psychology; Social psychology; Computer science; Sociology; Management","score_opus":0.06701574616368626,"score_gpt":0.2758274454080933,"score_spread":0.208811699244407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924785329","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012304138,0.99670094,0.00037645112,0.0004608702,0.00010008517,0.00035133623,0.0002345033,0.0000065045942,0.0005388845],"genre_scores_gemma":[0.01808483,0.97893584,0.0015708064,0.0004107312,0.000046561145,0.0006456285,0.00017515941,0.0000051310412,0.00012535091],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97814023,0.008371644,0.0073328507,0.0011170299,0.0046413713,0.00039685724],"domain_scores_gemma":[0.89133626,0.08906041,0.010628931,0.0013321112,0.0070048994,0.0006373626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025410417,0.001144439,0.004390927,0.016330061,0.00081440853,0.004630975,0.0017681716,0.0016999892,0.0033232744],"category_scores_gemma":[0.116522476,0.0010724319,0.005868189,0.016857443,0.0012974828,0.0048242332,0.00208389,0.0015526903,0.00029181875],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000928406,0.000022262246,0.0016301876,0.8885567,0.0054109413,0.00009166574,0.0008317291,0.00015393257,0.00013076239,0.0013752425,0.0013666168,0.10033714],"study_design_scores_gemma":[0.000078902754,0.00011596262,0.004452589,0.94550776,0.020099046,0.00026027,0.0011379863,0.00007812442,0.00016077644,0.0010039586,0.027065638,0.000039007617],"about_ca_topic_score_codex":0.012022548,"about_ca_topic_score_gemma":0.04688894,"teacher_disagreement_score":0.025410417,"about_ca_system_score_codex":0.005817077,"about_ca_system_score_gemma":0.026546096,"threshold_uncertainty_score":0.13438469},"labels":[],"label_agreement":null},{"id":"W2933946244","doi":"10.5539/jsd.v12n2p123","title":"A Comparison of Seattle’s Building Tune-up Process","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindset; Process (computing); Green building; Yield (engineering); Square (algebra); Population; Business; Architectural engineering; Agricultural economics; Engineering; Computer science; Economics; Sociology; Mathematics","score_opus":0.013017867233544877,"score_gpt":0.2860756187471571,"score_spread":0.2730577515136122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933946244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5957704,0.0007904335,0.009502803,0.0018268764,0.0004152372,0.0006911175,0.002488982,0.0019579728,0.38655618],"genre_scores_gemma":[0.8655393,0.00068258774,0.022351265,0.00062812894,0.000057661353,0.0004319548,0.0045735086,0.0006299439,0.10510557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979634,0.00047394208,0.0001211982,0.00024639693,0.00086435117,0.0003306605],"domain_scores_gemma":[0.9947897,0.0014155904,0.0002817045,0.0006875713,0.0022348114,0.00059064163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025700883,0.00034181573,0.00017584581,0.0018615155,0.0019369555,0.0037740257,0.0009170019,0.0009492953,0.016727448],"category_scores_gemma":[0.006361879,0.0004506645,0.00051643467,0.0018597541,0.00062056485,0.0018680006,0.0011499582,0.0011070606,0.002840082],"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":[0.0034339516,0.0025165433,0.09964709,0.001047325,0.00017993063,0.0019222229,0.013884478,0.028814318,0.019668838,0.050918162,0.1218144,0.6561526],"study_design_scores_gemma":[0.00037057148,0.002084907,0.24283257,0.00051052414,0.00020560167,0.0006600187,0.027250137,0.015002649,0.020217264,0.004609864,0.68594617,0.00030974924],"about_ca_topic_score_codex":0.0697889,"about_ca_topic_score_gemma":0.15607688,"teacher_disagreement_score":0.0697889,"about_ca_system_score_codex":0.0040249163,"about_ca_system_score_gemma":0.0029404028,"threshold_uncertainty_score":0.1387654},"labels":[],"label_agreement":null},{"id":"W2936010761","doi":"10.29173/mocs67","title":"Assessment on the carbon efficiency in the construction stage: a comparative study between prefabricated and conventional construction","year":2017,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precast concrete; Carbon fibers; Environmental economics; Construction industry; Key (lock); Construction engineering; Prefabrication; Civil engineering; Architectural engineering; Engineering; Computer science; Economics","score_opus":0.025493409689322153,"score_gpt":0.2744233371481048,"score_spread":0.24892992745878265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936010761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913839,0.00029751737,0.0011307828,0.000026617665,0.000005589549,0.00002295151,0.00012080584,0.0000064921082,0.007005362],"genre_scores_gemma":[0.9975656,0.0001513089,0.0006548751,0.0000054723596,0.000002293583,0.000007819738,0.00015743765,0.000005643562,0.0014495582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989974,0.00014074259,0.000047567108,0.000105174055,0.000603933,0.000105299805],"domain_scores_gemma":[0.9985683,0.00046560765,0.00021539451,0.000084262705,0.00058672257,0.000079745005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009803267,0.00027136074,0.00027952893,0.0024279326,0.00065147894,0.0010383406,0.000363039,0.0005303533,0.0016986786],"category_scores_gemma":[0.0015649013,0.00011841296,0.00048304125,0.0027122654,0.00063308736,0.0010315002,0.00045552387,0.00032299952,0.00028215995],"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":[0.001137671,0.0007958518,0.7230075,0.00082221965,0.00032161712,0.0018794294,0.0070838374,0.018552652,0.042778127,0.008325813,0.001372748,0.19392255],"study_design_scores_gemma":[0.00001189383,0.0012815915,0.95118135,0.00007742058,0.00014015113,0.0006033372,0.00912894,0.011200334,0.016684797,0.0013348487,0.00828351,0.000071877155],"about_ca_topic_score_codex":0.005840246,"about_ca_topic_score_gemma":0.017093351,"teacher_disagreement_score":0.005840246,"about_ca_system_score_codex":0.0011120178,"about_ca_system_score_gemma":0.0005237507,"threshold_uncertainty_score":0.011612475},"labels":[],"label_agreement":null},{"id":"W2936509429","doi":"10.3390/su11072117","title":"Comparison of Assessment Systems for Green Building and Green Civil Infrastructure","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":53,"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":"Sustainability; Green infrastructure; Green building; Civil engineering; Architectural engineering; Engineering; Environmental impact assessment; Sustainable development; Civil infrastructure; Environmental resource management; Environmental planning; Environmental economics; Environmental science","score_opus":0.00900596620594809,"score_gpt":0.2996108142851184,"score_spread":0.2906048480791703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936509429","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30592033,0.0065507474,0.38186336,0.0026134185,0.0005611822,0.0036882972,0.0055314703,0.0022233916,0.29104772],"genre_scores_gemma":[0.792522,0.002686867,0.19154853,0.0002520821,0.00006352218,0.0018609886,0.0032622267,0.00022181656,0.007581993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97515386,0.010053813,0.0025214816,0.0010492081,0.010381171,0.00084051036],"domain_scores_gemma":[0.9621325,0.012630732,0.0026870945,0.002339938,0.019548807,0.0006609839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02129439,0.0012170329,0.0009358891,0.017932715,0.0012091052,0.0047646486,0.0014112573,0.00082288886,0.0045868345],"category_scores_gemma":[0.03453825,0.00046087994,0.0018067618,0.012114467,0.0013576677,0.005129561,0.004056158,0.0014285743,0.0009862473],"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":[0.0010994079,0.0005355989,0.08545685,0.0031434917,0.0005750386,0.0003263299,0.0045428495,0.043776244,0.0055914787,0.1300825,0.020407109,0.7044631],"study_design_scores_gemma":[0.00038443125,0.0027696136,0.34163883,0.0035130244,0.0013445074,0.0009929368,0.025302937,0.20073283,0.02971404,0.11340818,0.27926788,0.00093074655],"about_ca_topic_score_codex":0.008391004,"about_ca_topic_score_gemma":0.007498523,"teacher_disagreement_score":0.02129439,"about_ca_system_score_codex":0.006640789,"about_ca_system_score_gemma":0.0046659466,"threshold_uncertainty_score":0.11261684},"labels":[],"label_agreement":null},{"id":"W2938702420","doi":"10.1111/jiec.12853","title":"The weight of islands: Leveraging Grenada's material stocks to adapt to climate change","year":2019,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stock (firearms); Per capita; Climate change; Environmental science; Tonne; Agricultural economics; Return period; Geography; Economics; Oceanography; Population; Geology","score_opus":0.024595441601998252,"score_gpt":0.24218932191488532,"score_spread":0.21759388031288707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938702420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801082,0.00022682191,0.002510297,0.00068434415,0.000042299536,0.000024499124,0.00012757127,0.00008228345,0.016193798],"genre_scores_gemma":[0.99730384,0.0000996985,0.0012870589,0.00003122709,0.0000044137296,0.0000058026894,0.000036340938,0.00002442115,0.0012072624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99989045,0.000022884147,0.000006052077,0.000021068076,0.000028156088,0.000031342403],"domain_scores_gemma":[0.99958354,0.00009626909,0.000052174786,0.00006250187,0.00011672857,0.00008873334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047481668,0.0003243372,0.00025988746,0.00080618885,0.00046170835,0.002095467,0.00075372227,0.0004908791,0.003317939],"category_scores_gemma":[0.002209793,0.00014052808,0.00022566623,0.000658693,0.0005791616,0.0010320628,0.0013440216,0.00036999345,0.00048540698],"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":[0.0014646987,0.00047981125,0.29362804,0.00038670978,0.0006825042,0.001552384,0.0021241189,0.19110161,0.06386731,0.019461157,0.005253541,0.41999802],"study_design_scores_gemma":[0.00018472031,0.0016032396,0.51095617,0.00023320367,0.00087598624,0.0004783247,0.018336158,0.32820448,0.02882141,0.027760101,0.082315214,0.00023088277],"about_ca_topic_score_codex":0.029958667,"about_ca_topic_score_gemma":0.09519959,"teacher_disagreement_score":0.029958667,"about_ca_system_score_codex":0.0010145956,"about_ca_system_score_gemma":0.0009690348,"threshold_uncertainty_score":0.059568584},"labels":[],"label_agreement":null},{"id":"W2939105920","doi":"10.3390/urbansci3020045","title":"A Methodological Approach for Evaluating Brownfield Redevelopment Projects","year":2019,"lang":"en","type":"article","venue":"Urban Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Brownfield; Redevelopment; Context (archaeology); Process (computing); Sustainability; Environmental planning; Order (exchange); Urban planning; Management science; Business; Process management; Computer science; Engineering; Civil engineering; Geography","score_opus":0.2056405822270524,"score_gpt":0.374768612218402,"score_spread":0.16912802999134963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939105920","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065948784,0.005183094,0.8029722,0.0049989745,0.0005298686,0.055006877,0.000760659,0.00022443473,0.0643751],"genre_scores_gemma":[0.10671393,0.0012648953,0.8467874,0.00041934202,0.000048358488,0.04167814,0.00022903409,0.0000619511,0.0027969575],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.63191533,0.30583456,0.025344716,0.006364998,0.02848349,0.0020568562],"domain_scores_gemma":[0.75079143,0.15812688,0.0146997655,0.01096328,0.063023396,0.0023951873],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2544584,0.0021948258,0.0017038975,0.027331185,0.0059152003,0.011344829,0.0038174414,0.0026475943,0.003916289],"category_scores_gemma":[0.2030664,0.0012917159,0.0019899653,0.016922241,0.011488091,0.0067981626,0.009320874,0.0025613436,0.0006869736],"study_design_candidate":"theoretical_or_conceptual","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":[0.0008561943,0.0011572217,0.016255083,0.012674361,0.0005617212,0.00091067684,0.16597867,0.0076193046,0.007916948,0.33207256,0.0056373426,0.44835997],"study_design_scores_gemma":[0.0010004041,0.0042704265,0.018173551,0.020741927,0.0010620691,0.0010809827,0.30135697,0.01765511,0.017777933,0.30664745,0.30967194,0.0005612259],"about_ca_topic_score_codex":0.0033856346,"about_ca_topic_score_gemma":0.006788334,"teacher_disagreement_score":0.2544584,"about_ca_system_score_codex":0.01844269,"about_ca_system_score_gemma":0.025502698,"threshold_uncertainty_score":0.91938555},"labels":[],"label_agreement":null},{"id":"W2943084304","doi":"10.1016/j.erss.2019.03.014","title":"Towards an uncertainty theory for organizations: Energy efficiency in Canada's public sector","year":2019,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Certainty; Efficient energy use; Framing (construction); Variance (accounting); Rationality; Energy (signal processing); Uncertainty reduction theory; Risk analysis (engineering); Environmental economics; Economics; Business; Econometrics; Engineering; Psychology; Accounting; Social psychology; Political science; Mathematics","score_opus":0.022318503353313396,"score_gpt":0.3015877666991465,"score_spread":0.27926926334583313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943084304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2800694,0.007812491,0.23277874,0.17612039,0.00041760717,0.00021872143,0.0010423387,0.00017686497,0.30136347],"genre_scores_gemma":[0.98602796,0.000903204,0.006410218,0.0007463459,0.000045803805,0.00003919717,0.00006940324,0.000023228027,0.0057346052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99636143,0.0011747627,0.00008866959,0.00023713359,0.0011761908,0.00096167874],"domain_scores_gemma":[0.98838544,0.0059671844,0.00055632053,0.00037183246,0.0039353045,0.00078379165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781263,0.0004973109,0.0007032768,0.003352883,0.007180335,0.012595649,0.0019460032,0.002558508,0.0046860175],"category_scores_gemma":[0.014957409,0.00033308883,0.00074108416,0.0042740847,0.00967077,0.005763016,0.0029856947,0.003419391,0.00023887491],"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":[0.00001339037,0.000023704517,0.0041627944,0.000042732187,0.000014188942,0.000051847364,0.0019531755,0.01817791,0.000054598928,0.95744836,0.004856632,0.013200618],"study_design_scores_gemma":[0.0000093591825,0.000014453408,0.0070276186,0.0002452361,0.000025332987,0.000025875908,0.012802067,0.056926556,0.0002503244,0.8969864,0.025636772,0.000050090384],"about_ca_topic_score_codex":0.9321236,"about_ca_topic_score_gemma":0.92539924,"teacher_disagreement_score":0.08472217,"about_ca_system_score_codex":0.08472217,"about_ca_system_score_gemma":0.10762009,"threshold_uncertainty_score":0.6147052},"labels":[],"label_agreement":null},{"id":"W2947678426","doi":"10.4018/978-1-5225-7302-9.ch009","title":"Planning Urban Futures With Reference to Sustainable Cities","year":2019,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Futures contract; Scope (computer science); Globe; Sustainability; Conceptualization; Environmental planning; Urban planning; Sustainable development; Political science; Business; Regional science; Sociology; Geography; Engineering; Civil engineering; Computer science","score_opus":0.013339805511064522,"score_gpt":0.27774981535211524,"score_spread":0.26441000984105073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947678426","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024605792,0.100320995,0.019186156,0.01602372,0.0032096945,0.000094375544,0.00009913381,0.00012747063,0.8584778],"genre_scores_gemma":[0.12447659,0.33586016,0.03291511,0.0054236446,0.0023564324,0.00034353623,0.0005005182,0.0003536579,0.49777046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993819,0.00025443797,0.000021237194,0.000064423475,0.00022117491,0.000056847985],"domain_scores_gemma":[0.99963963,0.0002041066,0.000024215187,0.000023158887,0.00008012673,0.000028858722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079673866,0.0005814332,0.00035204456,0.0013000155,0.00232126,0.0045680907,0.0007708321,0.0014349219,0.015284592],"category_scores_gemma":[0.0010288067,0.00022647151,0.00037264428,0.0023765257,0.003208779,0.0042977734,0.0027216775,0.0019150594,0.0029316745],"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":[0.000003182941,0.000013505979,0.000096266354,0.0005245827,0.0000036472352,0.00012263659,0.0037741815,0.0015145488,0.00013019833,0.82573605,0.075236686,0.09284452],"study_design_scores_gemma":[6.254347e-7,0.000004241295,0.000090211746,0.0005101827,0.0000014303514,0.00007435725,0.0013265397,0.0001500931,0.00007256277,0.0533185,0.9444469,0.0000043071486],"about_ca_topic_score_codex":0.004288937,"about_ca_topic_score_gemma":0.010129584,"teacher_disagreement_score":0.015284592,"about_ca_system_score_codex":0.0032412182,"about_ca_system_score_gemma":0.003300158,"threshold_uncertainty_score":0.051132083},"labels":[],"label_agreement":null},{"id":"W2949859661","doi":"","title":"Identifying Factors for Enabling Residential Energy Efficiency in Guelph, Ontario","year":2019,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sustainable Building Design and Assessment","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":"Efficient energy use; Energy (signal processing); Environmental science; Geography; Architectural engineering; Engineering; Statistics; Mathematics; Electrical engineering","score_opus":0.016881177183185915,"score_gpt":0.22927343192184993,"score_spread":0.21239225473866402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949859661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252445,0.0012892315,0.0008856682,0.0034988676,0.000022226286,0.00027783058,0.0005849481,0.000033743363,0.06816292],"genre_scores_gemma":[0.98085403,0.0012653561,0.0013680567,0.00020457337,0.0000043132345,0.00013232179,0.00017212763,0.000013658119,0.015985504],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998659,0.00027645315,0.0000443817,0.00013676552,0.0004291483,0.0004541872],"domain_scores_gemma":[0.9982743,0.00039728128,0.00023089472,0.000049385457,0.0006053248,0.0004427553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008609683,0.00018473929,0.00026871177,0.00062903966,0.010146122,0.0026357498,0.0008536311,0.00039554032,0.0040548407],"category_scores_gemma":[0.0033175554,0.00023389174,0.00018404727,0.0020953114,0.0025475891,0.0006992792,0.0019296297,0.00047812858,0.00024371523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026921663,0.00015434081,0.3014983,0.0013246315,0.00005147292,0.0028056456,0.5285927,0.0016145536,0.0063524465,0.029141659,0.026849193,0.10134577],"study_design_scores_gemma":[0.000015643891,0.00005902823,0.6091803,0.00034015128,0.000029942417,0.00014156273,0.28660238,0.00057375466,0.0006935417,0.0010883029,0.101241335,0.000034036413],"about_ca_topic_score_codex":0.9914997,"about_ca_topic_score_gemma":0.99844533,"teacher_disagreement_score":0.062426332,"about_ca_system_score_codex":0.062426332,"about_ca_system_score_gemma":0.08393316,"threshold_uncertainty_score":0.45293683},"labels":[],"label_agreement":null},{"id":"W2950338894","doi":"10.1088/1755-1315/290/1/012126","title":"Planning and Implementing Low Carbon-Communities in Canada","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Renewable energy; Climate change; Process (computing); Scale (ratio); Environmental economics; Business; Subdivision; Environmental resource management; Computer science; Risk analysis (engineering); Environmental planning; Architectural engineering; Engineering; Economics; Environmental science; Civil engineering; Geography","score_opus":0.007844373381809478,"score_gpt":0.1886397697055238,"score_spread":0.1807953963237143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950338894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82972443,0.0008358165,0.015714267,0.006982483,0.00008486403,0.0018657165,0.00059463165,0.00044247927,0.1437553],"genre_scores_gemma":[0.9576719,0.00027022665,0.01197499,0.0003047494,0.000004382866,0.0001331707,0.00022801592,0.00002647682,0.029386152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806887,0.00034409255,0.000028370343,0.00012594422,0.00039615238,0.001036574],"domain_scores_gemma":[0.99756527,0.0001975925,0.0000808818,0.00007750499,0.0008419039,0.0012367859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016097218,0.00029103275,0.00014946054,0.00078249606,0.0110925315,0.0028637375,0.0019252022,0.00084976933,0.007134073],"category_scores_gemma":[0.0025493526,0.00027853932,0.00029435902,0.00085458666,0.0020235896,0.0008865513,0.00298974,0.0007356931,0.0004023642],"study_design_candidate":"not_applicable","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":[0.0006510496,0.0022306277,0.11464576,0.00075108564,0.00010648795,0.005820475,0.030824766,0.08908376,0.013717895,0.18866,0.04476897,0.5087391],"study_design_scores_gemma":[0.00039058746,0.0013903065,0.13770494,0.00059295195,0.00011690444,0.00055701024,0.14544508,0.079966925,0.014656497,0.038650732,0.58027977,0.00024833335],"about_ca_topic_score_codex":0.9642701,"about_ca_topic_score_gemma":0.9929397,"teacher_disagreement_score":0.055779427,"about_ca_system_score_codex":0.055779427,"about_ca_system_score_gemma":0.19507152,"threshold_uncertainty_score":0.40471},"labels":[],"label_agreement":null},{"id":"W2954287936","doi":"10.5864/d2019-012","title":"Public health investigation of swimming pool chlorine gas disinfection systems","year":2019,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Interior Health","funders":"","keywords":"Public health; Hazardous waste; Chlorine gas; Business; Chlorine; Waste management; Environmental planning; Environmental health; Environmental science; Engineering; Medicine; Chemistry; Nursing","score_opus":0.03245225212334283,"score_gpt":0.2615421329138829,"score_spread":0.22908988079054007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954287936","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030432465,0.9323887,0.00062167004,0.0043356293,0.00028635928,0.00032907832,0.00040410116,0.00004077898,0.031161219],"genre_scores_gemma":[0.14703998,0.8400843,0.0011735698,0.002602241,0.00020792165,0.000113611255,0.0006801616,0.000012285435,0.008085967],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958936,0.0014051817,0.0003380728,0.00029453562,0.0016676383,0.00040088277],"domain_scores_gemma":[0.991143,0.0015650521,0.0012522811,0.000118115364,0.005761789,0.0001597412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052307616,0.00047494684,0.00054946844,0.0028837097,0.0006301579,0.0010901018,0.0010138449,0.0012157406,0.0023504202],"category_scores_gemma":[0.0037047158,0.00034859212,0.00060393155,0.0026963917,0.0006324005,0.0005184181,0.0006949251,0.00085132464,0.00036467297],"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":[0.00038501006,0.0005102491,0.01579058,0.05874758,0.0004042707,0.00088456174,0.0026385065,0.0013652052,0.015635012,0.005895743,0.037532035,0.86021125],"study_design_scores_gemma":[0.00007346321,0.003565916,0.066555396,0.021190409,0.00058098533,0.0014289559,0.002796253,0.00037179905,0.025579391,0.000506975,0.87726814,0.000082339575],"about_ca_topic_score_codex":0.107887834,"about_ca_topic_score_gemma":0.1514429,"teacher_disagreement_score":0.107887834,"about_ca_system_score_codex":0.0043862974,"about_ca_system_score_gemma":0.016854243,"threshold_uncertainty_score":0.21451974},"labels":[],"label_agreement":null},{"id":"W2959802366","doi":"10.1088/1755-1315/323/1/012037","title":"Comparison of the environmental assessment of an identical office building with national methods","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Environmental science; Environmental resource management; Architectural engineering; Engineering","score_opus":0.015614320501704347,"score_gpt":0.2973276920764906,"score_spread":0.28171337157478626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959802366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7438577,0.0012455992,0.14001952,0.000197642,0.00012599688,0.0004562285,0.004193079,0.00071660866,0.10918763],"genre_scores_gemma":[0.91826594,0.0005603605,0.07440385,0.000035763358,0.000017661481,0.00028763962,0.003079684,0.00013384536,0.0032153765],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99311584,0.0025942796,0.00032739376,0.00053485285,0.0031691976,0.00025855814],"domain_scores_gemma":[0.99545276,0.0012455814,0.00028141253,0.0011477865,0.0017640133,0.00010846854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074878843,0.00049950765,0.0006430939,0.002729523,0.0005156799,0.0019634042,0.0011462648,0.0006309634,0.0022748238],"category_scores_gemma":[0.006207869,0.00023000836,0.0010918916,0.002571394,0.0004272452,0.0009974237,0.0018611497,0.0005120148,0.0005922246],"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":[0.0018820998,0.001293872,0.061715182,0.001216676,0.0005514193,0.0002905479,0.0009134147,0.38956934,0.020214627,0.017092727,0.003564435,0.5016957],"study_design_scores_gemma":[0.00034242446,0.0024859733,0.259381,0.00060769834,0.00054022024,0.00058592507,0.0026497215,0.56845057,0.09267062,0.011461009,0.06053136,0.0002934064],"about_ca_topic_score_codex":0.011525466,"about_ca_topic_score_gemma":0.019459978,"teacher_disagreement_score":0.011525466,"about_ca_system_score_codex":0.002600223,"about_ca_system_score_gemma":0.0014704312,"threshold_uncertainty_score":0.039600134},"labels":[],"label_agreement":null},{"id":"W2959921161","doi":"10.15760/honors.688","title":"Ecodistricts: Models for Sustainable Urban Development at the Neighborhood Scale","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Sustainability; Publicity; Context (archaeology); Constructive; Urban planning; Rhetoric; Scale (ratio); Sustainable community; Sustainable development; Environmental planning; Regional science; Political science; Process (computing); Geography; Engineering; Civil engineering; Computer science; Cartography","score_opus":0.008965060982432346,"score_gpt":0.22437539943360574,"score_spread":0.21541033845117338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959921161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05906529,0.0032941531,0.21765253,0.019119961,0.00038687425,0.0002153606,0.00023235256,0.00024073765,0.6997927],"genre_scores_gemma":[0.85163915,0.0037338203,0.085754454,0.00066732505,0.00006954667,0.00058263907,0.00019421637,0.00013745943,0.057221368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99873143,0.0008708285,0.00003072982,0.00011509816,0.00017731717,0.000074668664],"domain_scores_gemma":[0.99926513,0.00034577303,0.00007525804,0.00012259163,0.00009297631,0.00009818532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019465366,0.0005199634,0.00030704297,0.0009986084,0.0026010913,0.006452286,0.0014819899,0.0012650129,0.0069270763],"category_scores_gemma":[0.0017884149,0.0002592193,0.00047498054,0.001313498,0.008418489,0.0063211177,0.0039398433,0.001800201,0.0007285241],"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":[0.0000034257669,0.000013969179,0.0002915905,0.000032082862,0.0000025036643,0.000040850933,0.0043815086,0.001855534,0.000038869424,0.9860859,0.0013264534,0.005927208],"study_design_scores_gemma":[0.0000119782735,0.00003089931,0.00052576617,0.00025188577,0.000010283246,0.000086895285,0.01600992,0.012020805,0.00017393359,0.7611275,0.2097354,0.000014712999],"about_ca_topic_score_codex":0.011149323,"about_ca_topic_score_gemma":0.020416196,"teacher_disagreement_score":0.011149323,"about_ca_system_score_codex":0.004539703,"about_ca_system_score_gemma":0.0039373855,"threshold_uncertainty_score":0.032937944},"labels":[],"label_agreement":null},{"id":"W2961577844","doi":"10.1139/cjce-2018-0572","title":"A reality based cost-benefit analysis of high performance residences: Part II","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Read Jones Christoffersen (Canada); University of Victoria","funders":"","keywords":"Residence; Payback period; Procurement; Building code; Engineering; Process (computing); Operations management; Architectural engineering; Civil engineering; Business; Computer science; Economics","score_opus":0.010229263440274786,"score_gpt":0.20101697734182847,"score_spread":0.1907877139015537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961577844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8798947,0.0007864846,0.080927856,0.00077013555,0.000042642063,0.0011476584,0.0017893846,0.000095873664,0.034545254],"genre_scores_gemma":[0.97876716,0.00031986082,0.016209554,0.000044285473,0.000014540665,0.00018694396,0.0004974952,0.000019907286,0.0039402205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99694806,0.0015747958,0.000085880994,0.00025471847,0.0007869621,0.000349496],"domain_scores_gemma":[0.99606764,0.0026930177,0.0004221935,0.0001984214,0.00052961643,0.000089097055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004839936,0.00072407565,0.00056262896,0.001290839,0.00041276155,0.0032510434,0.0018434462,0.0011798566,0.0064807674],"category_scores_gemma":[0.0072772247,0.0007039946,0.001278978,0.0013905652,0.00070178445,0.0018191272,0.000984664,0.0014943762,0.0003951054],"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":[0.000698407,0.00042045867,0.018865772,0.00042577006,0.0001727039,0.00039527754,0.00025381544,0.91612566,0.0023415757,0.033534117,0.0012633672,0.025503093],"study_design_scores_gemma":[0.00013932578,0.0023440535,0.030767327,0.00012686712,0.0002175023,0.00031722302,0.0011767717,0.9464099,0.0029434222,0.0076106847,0.007838709,0.00010825978],"about_ca_topic_score_codex":0.025972959,"about_ca_topic_score_gemma":0.020839062,"teacher_disagreement_score":0.025972959,"about_ca_system_score_codex":0.008424151,"about_ca_system_score_gemma":0.0028046267,"threshold_uncertainty_score":0.06112176},"labels":[],"label_agreement":null},{"id":"W2963028253","doi":"","title":"Learning from LoLo: neighbourhood sustainable development in the City of North Vancouver","year":2018,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Sustainable Building Design and Assessment","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":"Neighbourhood (mathematics); Geography; Regional science; Economic geography; Environmental planning; Economic growth; Economics","score_opus":0.009030529367426534,"score_gpt":0.18851285424419487,"score_spread":0.17948232487676832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963028253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88109475,0.00056658447,0.000749447,0.0047633136,0.00007325515,0.0001273306,0.00013866163,0.00006499802,0.112421796],"genre_scores_gemma":[0.94943655,0.0006089378,0.0008052143,0.00046214127,0.0000070961305,0.000044589327,0.00010604867,0.000018935705,0.048510484],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990428,0.00030117217,0.000016036702,0.00008701348,0.00023841523,0.00031448732],"domain_scores_gemma":[0.99883884,0.00017000284,0.00004619338,0.00004488541,0.00027483038,0.0006252925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007732563,0.00020991951,0.00026294636,0.000528878,0.015175146,0.004767605,0.0011151269,0.00093898026,0.006104571],"category_scores_gemma":[0.0020978195,0.00023865703,0.00011715839,0.0009966993,0.0029113686,0.0010545478,0.004205014,0.001447448,0.00076206005],"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":[0.0003144772,0.0010467079,0.12004833,0.000679225,0.000037996786,0.007949912,0.426275,0.0026057218,0.0036010847,0.016084587,0.046042778,0.37531424],"study_design_scores_gemma":[0.000015029013,0.00017878631,0.070229486,0.00027553772,0.000012421241,0.0004009567,0.76786816,0.0006270196,0.00075462036,0.0022959015,0.15728213,0.00005998709],"about_ca_topic_score_codex":0.8132603,"about_ca_topic_score_gemma":0.9720132,"teacher_disagreement_score":0.18673968,"about_ca_system_score_codex":0.017602937,"about_ca_system_score_gemma":0.025528682,"threshold_uncertainty_score":0.37567884},"labels":[],"label_agreement":null},{"id":"W2966099969","doi":"10.5539/jsd.v12n4p187","title":"Capacity Building for Sustainable Development: The Experience of Developing a Professional Diploma in Energy-Efficient Buildings","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Islamic University of Gaza","keywords":"Economic shortage; Context (archaeology); Sustainable development; Capacity building; Gaza strip; Business; Efficient energy use; Electricity; Engineering management; Environmental economics; Environmental planning; Economic growth; Political science; Engineering; Economics; Environmental science","score_opus":0.0114844008384253,"score_gpt":0.24493082318726392,"score_spread":0.2334464223488386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966099969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8248025,0.004640421,0.0035125678,0.03154189,0.00087986875,0.00014753162,0.00007032217,0.000078549994,0.13432619],"genre_scores_gemma":[0.98084635,0.0018885753,0.0009867725,0.0019572952,0.000044067165,0.000038778475,0.000021794429,0.000027427865,0.014188901],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956815,0.0026991847,0.000068569236,0.00017985066,0.00034734636,0.0010234939],"domain_scores_gemma":[0.99631387,0.0011667693,0.0002159313,0.00019712887,0.00036149687,0.0017448345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058748634,0.00048075366,0.0003449114,0.00064707716,0.013455637,0.006967684,0.0011120018,0.0020092134,0.0059820428],"category_scores_gemma":[0.0051335143,0.0004413057,0.0003283939,0.00078345294,0.0085190525,0.0044178204,0.009585462,0.005092604,0.00087258324],"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":[0.000100207784,0.00040431484,0.006509573,0.00043091827,0.000013871927,0.0023985084,0.87009096,0.00032493047,0.0025272476,0.031826332,0.021776415,0.06359672],"study_design_scores_gemma":[0.000007946983,0.00012439142,0.0025982687,0.00021197059,0.000006057415,0.00083572126,0.75022185,0.00014568858,0.0005958058,0.0020052472,0.24321502,0.000031967877],"about_ca_topic_score_codex":0.0033528127,"about_ca_topic_score_gemma":0.009859571,"teacher_disagreement_score":0.013455637,"about_ca_system_score_codex":0.0035169937,"about_ca_system_score_gemma":0.006700749,"threshold_uncertainty_score":0.031069577},"labels":[],"label_agreement":null},{"id":"W2966621651","doi":"10.1016/j.buildenv.2019.106332","title":"Life cycle assessment and life cycle costing of container-based single-family housing in Canada: A case study","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Container (type theory); Life-cycle assessment; Engineering; Reliability engineering; Computer science; Environmental science; Production (economics); Economics","score_opus":0.012980694768574564,"score_gpt":0.22034309800371704,"score_spread":0.2073624032351425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966621651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98765856,0.00027491865,0.0039244713,0.00008136522,0.000005785303,0.00020889753,0.0011957833,0.000042467153,0.00660767],"genre_scores_gemma":[0.9904795,0.00027973013,0.0049874038,0.00001232196,0.0000011849908,0.00004627184,0.0005892199,0.000014279021,0.00359002],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9991757,0.00008569302,0.000019059453,0.00008353784,0.00038336625,0.00025250748],"domain_scores_gemma":[0.9992293,0.00013777491,0.00005675449,0.000041172076,0.00047276125,0.000062308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069540436,0.000803809,0.00043414708,0.0014234227,0.0017042154,0.001544127,0.0014033114,0.00053487305,0.0016614919],"category_scores_gemma":[0.0009973643,0.00032423303,0.0009494084,0.002322261,0.00077757565,0.00041863884,0.0004650601,0.0004087928,0.00015443847],"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":[0.00056632474,0.00056318264,0.15870976,0.0005700626,0.0002243643,0.0036721006,0.0012334966,0.7009106,0.016503884,0.0056622084,0.0026757258,0.10870819],"study_design_scores_gemma":[0.000081919,0.0010252115,0.23819149,0.00018656533,0.00032991075,0.0008558486,0.009892566,0.7061113,0.023322292,0.001778387,0.017998839,0.00022564892],"about_ca_topic_score_codex":0.9567174,"about_ca_topic_score_gemma":0.97508395,"teacher_disagreement_score":0.046392154,"about_ca_system_score_codex":0.046392154,"about_ca_system_score_gemma":0.02005684,"threshold_uncertainty_score":0.33660024},"labels":[],"label_agreement":null},{"id":"W2968226948","doi":"10.1088/1755-1315/294/1/012055","title":"Design, decision-making and trade-offs in the Centre for Sustainable Development (La Maison du développement durable) in Canada","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; HEC Montréal","funders":"","keywords":"Sustainability; Architectural engineering; Architecture; Post-occupancy evaluation; Efficient energy use; Sustainable development; Downtown; Engineering; Business; Operations management; Political science; Geography","score_opus":0.007243734677257132,"score_gpt":0.19434579323255138,"score_spread":0.18710205855529424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968226948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76285475,0.0035214631,0.035328638,0.013587253,0.00017000182,0.0012940649,0.00092770543,0.00045231747,0.18186383],"genre_scores_gemma":[0.95390356,0.0004938651,0.0250723,0.00027176924,0.000006677663,0.00012993923,0.000233737,0.00005896292,0.01982911],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9914691,0.0025501691,0.00022212011,0.00091209786,0.0028552574,0.0019912173],"domain_scores_gemma":[0.9917048,0.0019189133,0.00039259653,0.0004957623,0.0032497444,0.002238117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007732179,0.00060361414,0.0003529985,0.001519441,0.01043549,0.008941918,0.0022162674,0.0015413448,0.0059697353],"category_scores_gemma":[0.009180516,0.0006062259,0.0006485469,0.0022368163,0.0061601135,0.0013450031,0.0030142358,0.0013608919,0.0005582059],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016612764,0.0011010063,0.12231566,0.00092963525,0.00027031207,0.0024017317,0.043421343,0.13910493,0.010421226,0.25550112,0.04591214,0.3769597],"study_design_scores_gemma":[0.00030419463,0.0008731836,0.1090284,0.00086838985,0.00020602791,0.00037355782,0.0795336,0.11685628,0.008794864,0.04785128,0.63479626,0.00051400176],"about_ca_topic_score_codex":0.96417266,"about_ca_topic_score_gemma":0.984443,"teacher_disagreement_score":0.18810353,"about_ca_system_score_codex":0.18810353,"about_ca_system_score_gemma":0.1952517,"threshold_uncertainty_score":0.94168484},"labels":[],"label_agreement":null},{"id":"W2968485721","doi":"10.5539/eer.v9n2p36","title":"The Impact of Enhanced Commissioning Process on AEC Professionals - A Case Study of LEED New Construction in Egypt","year":2019,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Project commissioning; Certification; Mainstream; Process (computing); Quality (philosophy); Architecture; Architectural engineering; Publishing; Green building; Engineering; Engineering management; Business; Management; Computer science; Political science","score_opus":0.023612024165707162,"score_gpt":0.34865521037856845,"score_spread":0.32504318621286127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968485721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99752766,0.000046678633,0.00024885577,0.00021807461,0.000003476908,0.000031172585,0.000008225765,0.0000023155724,0.0019135657],"genre_scores_gemma":[0.9972932,0.00013485654,0.00063636206,0.000079692254,0.0000034491416,0.000017798357,0.000009664136,0.000004204847,0.0018207023],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.99651307,0.0018635626,0.00012303049,0.00019944373,0.0005180948,0.0007828133],"domain_scores_gemma":[0.9940355,0.0030188959,0.000882695,0.00042029956,0.00084725785,0.00079530105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034648047,0.00025601767,0.00029652988,0.0011926845,0.005908621,0.0026296836,0.000994466,0.0017063007,0.0028914995],"category_scores_gemma":[0.004936418,0.0003515239,0.00032676707,0.0013420805,0.003648137,0.001146836,0.0029515687,0.0012881708,0.00026246344],"study_design_candidate":"case_report","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":[0.00058308506,0.0018462009,0.18552652,0.00070279714,0.000054923254,0.08140097,0.6445003,0.0025057546,0.012727196,0.0061501428,0.0019108399,0.062091306],"study_design_scores_gemma":[0.000032793338,0.0006782348,0.0894904,0.00017344316,0.00003739242,0.00527339,0.877597,0.0012183336,0.0048760516,0.00042182294,0.0201391,0.000062064384],"about_ca_topic_score_codex":0.022134267,"about_ca_topic_score_gemma":0.064197436,"teacher_disagreement_score":0.022134267,"about_ca_system_score_codex":0.0067020697,"about_ca_system_score_gemma":0.0045425417,"threshold_uncertainty_score":0.04862714},"labels":[],"label_agreement":null},{"id":"W2968958318","doi":"10.1088/1755-1315/294/1/012007","title":"How can CASBEE contribute as a sustainability assessment tool to achieve the SDGs?","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Sustainability; Sustainable development; Scale (ratio); Environmental planning; Environmental resource management; Environmental economics; Business; Geography; Political science; Environmental science; Economics; Cartography","score_opus":0.00533395116478504,"score_gpt":0.21007928254310493,"score_spread":0.20474533137831988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968958318","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2882491,0.0020048195,0.45607382,0.011114234,0.00082063803,0.00298635,0.0044119195,0.005146416,0.22919275],"genre_scores_gemma":[0.6068579,0.0008108652,0.38248375,0.0006948067,0.00007927956,0.0014772065,0.0018605221,0.00019499823,0.0055406103],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98251987,0.009144916,0.001271335,0.00097493926,0.005517421,0.0005715418],"domain_scores_gemma":[0.9435081,0.023862205,0.003240268,0.0042056777,0.023772024,0.0014116528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029643532,0.0015052209,0.0011301021,0.008940617,0.0010946916,0.008518481,0.0015764545,0.0010764119,0.00868859],"category_scores_gemma":[0.066460624,0.0005238211,0.0009051679,0.007863631,0.0014348516,0.011653477,0.003485575,0.0015670409,0.001795391],"study_design_candidate":"theoretical_or_conceptual","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":[0.00037896,0.0007645451,0.1084158,0.0019018252,0.00027360386,0.00020783163,0.00530822,0.013773736,0.0034417887,0.0984427,0.020632382,0.74645865],"study_design_scores_gemma":[0.00018786684,0.0014529885,0.17400965,0.004996025,0.0006290126,0.0005090263,0.03539739,0.2250663,0.016749633,0.17959797,0.36068445,0.0007196709],"about_ca_topic_score_codex":0.005730312,"about_ca_topic_score_gemma":0.00957269,"teacher_disagreement_score":0.029643532,"about_ca_system_score_codex":0.0034925435,"about_ca_system_score_gemma":0.0048333877,"threshold_uncertainty_score":0.1567719},"labels":[],"label_agreement":null},{"id":"W2971134310","doi":"10.1007/s11146-019-09720-0","title":"Energy Efficiency Information and Valuation Practices in Rental Housing","year":2019,"lang":"en","type":"article","venue":"The Journal of Real Estate Finance and Economics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Horizon 2020; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission","keywords":"Valuation (finance); Renting; Property value; Efficient energy use; Database transaction; Residential property; Transaction cost; Actuarial science; Business; Energy (signal processing); Economics; Econometrics; Finance; Statistics; Real estate; Mathematics; Economic geography; Database; Political science; Law; Computer science; Engineering","score_opus":0.010512093419958306,"score_gpt":0.2261648243918032,"score_spread":0.21565273097184487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971134310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824142,0.0003659677,0.0017109618,0.0002444952,0.000005365008,0.000020768557,0.0004312762,0.000007575216,0.014799277],"genre_scores_gemma":[0.99831855,0.00008835758,0.00030723694,0.0000088798915,0.0000055350242,0.000003325215,0.00028677506,0.0000027680596,0.0009785778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978994,0.0006266651,0.00019523298,0.0002716439,0.00074571354,0.00026127227],"domain_scores_gemma":[0.9832548,0.006825696,0.006543479,0.0010852754,0.001845321,0.00044554187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002744,0.00015618684,0.00026871564,0.0017791637,0.00028643978,0.0025738592,0.00034678465,0.00039622435,0.0041253692],"category_scores_gemma":[0.021987364,0.00019452043,0.00022833876,0.0023076632,0.0008957466,0.0030041316,0.0010512914,0.00045438606,0.00038595503],"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":[0.00026515167,0.00019463974,0.9186367,0.000118359574,0.00009673004,0.00043994057,0.006918254,0.004630185,0.0011428534,0.011501134,0.0013176699,0.05473836],"study_design_scores_gemma":[0.0000092598775,0.00009610645,0.9759591,0.00012432023,0.00002150653,0.00018596977,0.005738606,0.0040237964,0.00085500575,0.0058696787,0.007081149,0.000035501107],"about_ca_topic_score_codex":0.013107188,"about_ca_topic_score_gemma":0.017303094,"teacher_disagreement_score":0.013107188,"about_ca_system_score_codex":0.0014570882,"about_ca_system_score_gemma":0.00034270927,"threshold_uncertainty_score":0.026061773},"labels":[],"label_agreement":null},{"id":"W2971553533","doi":"10.1088/1755-1315/323/1/012059","title":"Scenario uncertainties assessment within whole building LCA","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Life-cycle assessment; Context (archaeology); Uncertainty analysis; Embodied energy; Renewable energy; Variance (accounting); Operations research; Computer science; Environmental economics; Environmental science; Engineering; Production (economics); Simulation; Economics; Ecology","score_opus":0.008387011446050972,"score_gpt":0.21143880747269278,"score_spread":0.2030517960266418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971553533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5396008,0.0011778715,0.4163999,0.00051621144,0.000054914926,0.0005760123,0.0026926042,0.00047664324,0.038505],"genre_scores_gemma":[0.9691516,0.00023347452,0.029317211,0.000025466969,0.000009681329,0.0001415441,0.00054636225,0.000035404188,0.0005391432],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996944,0.0018746174,0.00009505341,0.00019922823,0.0007563709,0.00013070506],"domain_scores_gemma":[0.9942362,0.00436745,0.00029928648,0.0002992428,0.0007266224,0.000071282346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047279294,0.00094243727,0.0006304339,0.003271738,0.00047418824,0.0019893784,0.0005977773,0.00070698914,0.0022581932],"category_scores_gemma":[0.0076238825,0.00035093608,0.001537816,0.0023541835,0.0005697575,0.0011586414,0.0012888059,0.0006472332,0.0001491681],"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":[0.00005918388,0.000024765193,0.0026149927,0.00009963464,0.00009933483,0.000111003435,0.00006956508,0.97452945,0.0009808275,0.006355559,0.0002185847,0.014837197],"study_design_scores_gemma":[0.000011546042,0.000086087355,0.0034613246,0.00007855974,0.00008313404,0.00006287525,0.0001862282,0.9756968,0.002357895,0.015560037,0.0023739862,0.000041524603],"about_ca_topic_score_codex":0.009583574,"about_ca_topic_score_gemma":0.0074843485,"teacher_disagreement_score":0.009583574,"about_ca_system_score_codex":0.0021941995,"about_ca_system_score_gemma":0.0013793297,"threshold_uncertainty_score":0.02500397},"labels":[],"label_agreement":null},{"id":"W2978860974","doi":"","title":"Review of Obstacles to the Delivery of Affordable Zero-carbon Homes in Scotland","year":2009,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Affordable housing; Government (linguistics); Business; Population; Sustainability; Fuel poverty; Status quo; Order (exchange); Economic growth; Natural resource economics; Economics; Finance; Market economy","score_opus":0.008937459359104255,"score_gpt":0.2333462073121174,"score_spread":0.22440874795301313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978860974","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022812586,0.9908784,0.00018520269,0.0015519977,0.00041602275,0.00010455195,0.0001966924,0.000020628278,0.0043651834],"genre_scores_gemma":[0.0076382863,0.99061006,0.00041823136,0.0005451169,0.000082692655,0.00003904426,0.00013362798,0.000010336487,0.00052246277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949373,0.0012762283,0.0014384122,0.00019830627,0.0018364091,0.00031338463],"domain_scores_gemma":[0.9799635,0.011971517,0.0025830849,0.00024158292,0.0046423306,0.00059792993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076555945,0.0006225375,0.001583253,0.0062028794,0.000659328,0.0029282046,0.0015904875,0.0010543133,0.005730646],"category_scores_gemma":[0.021158773,0.0005515492,0.0013335319,0.008985174,0.0008026073,0.0019209874,0.0014116014,0.00082769105,0.00071447797],"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":[0.00016757108,0.000084181316,0.0011683401,0.33993223,0.00037018734,0.00049414753,0.0022178886,0.0003342081,0.00088224036,0.005094605,0.03722912,0.61202526],"study_design_scores_gemma":[0.000046215693,0.00033787,0.007673652,0.21338092,0.0007065919,0.00039164347,0.0016667618,0.0000876239,0.0005999639,0.00037367266,0.7746911,0.00004400094],"about_ca_topic_score_codex":0.0531475,"about_ca_topic_score_gemma":0.12376052,"teacher_disagreement_score":0.0531475,"about_ca_system_score_codex":0.0051464913,"about_ca_system_score_gemma":0.020179704,"threshold_uncertainty_score":0.10567629},"labels":[],"label_agreement":null},{"id":"W2979811605","doi":"10.1139/cjce-2018-0596","title":"Service life planning and durability in the context of circular economy assessments — initial aspects for review","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sustainability; Durability; Reuse; Service (business); Circular economy; Life-cycle assessment; Engineering; Service life; Task (project management); Life cycle costing; Architectural engineering; Computer science; Construction engineering; Business; Systems engineering; Production (economics); Reliability engineering; Economics","score_opus":0.017140252271784253,"score_gpt":0.2506689001747853,"score_spread":0.23352864790300107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979811605","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044298303,0.9944983,0.0016153393,0.00053044857,0.00017579843,0.000014346792,0.000032693515,0.0000065627546,0.0026835003],"genre_scores_gemma":[0.008055891,0.98909307,0.0016888529,0.00019358001,0.0003186045,0.000021685546,0.000064015876,0.000012192573,0.0005521902],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983627,0.0004419657,0.00021891818,0.0002595734,0.00062113925,0.00009578724],"domain_scores_gemma":[0.9893963,0.007294317,0.000738296,0.00017560083,0.0022530921,0.00014233912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004503279,0.00096031267,0.0018800648,0.0037891222,0.00050246983,0.0028064155,0.0019292119,0.0020298595,0.002724844],"category_scores_gemma":[0.008179952,0.0006505908,0.00074801623,0.0065934653,0.0020694013,0.0048486525,0.0014832125,0.0015882802,0.001024608],"study_design_candidate":"theoretical_or_conceptual","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":[0.000058209134,0.00005703468,0.0007361185,0.035134982,0.00008787851,0.00016033204,0.00048769676,0.0062498776,0.00067735015,0.05053092,0.011380375,0.8944392],"study_design_scores_gemma":[0.0000071410896,0.00012851162,0.0020013342,0.024404354,0.00017338424,0.0005622205,0.0010380218,0.0018396786,0.001150178,0.020365091,0.94824624,0.00008385481],"about_ca_topic_score_codex":0.010184447,"about_ca_topic_score_gemma":0.008196406,"teacher_disagreement_score":0.010184447,"about_ca_system_score_codex":0.0023435492,"about_ca_system_score_gemma":0.004424007,"threshold_uncertainty_score":0.02381593},"labels":[],"label_agreement":null},{"id":"W2981326563","doi":"10.1108/ijhma-08-2019-0082","title":"Justice motivation theory in sustainable home purchases","year":2019,"lang":"en","type":"article","venue":"International Journal of Housing Markets and Analysis","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; Nipissing University","funders":"","keywords":"Sustainability; Real estate; Economic Justice; Context (archaeology); Originality; Value (mathematics); Marketing; Qualitative research; Business; Public relations; Sociology; Economics; Political science; Microeconomics; Finance; Social science","score_opus":0.007575842294730535,"score_gpt":0.2458439769114196,"score_spread":0.23826813461668905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981326563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6183061,0.0010529055,0.013293111,0.0076705734,0.00007420407,0.00014238564,0.0000679338,0.000019325933,0.35937348],"genre_scores_gemma":[0.9971545,0.00012685079,0.00071789493,0.00013848949,0.0000074095456,0.000015513866,0.0000072973926,0.000003386393,0.0018286838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979886,0.00087628845,0.000049956725,0.00015938077,0.00049486646,0.0004308825],"domain_scores_gemma":[0.99735487,0.0012754834,0.00042950458,0.00011401972,0.00040041638,0.00042570665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326858,0.00019867724,0.00019935849,0.0012188664,0.0043159397,0.0037390029,0.00065773795,0.0010208412,0.006297891],"category_scores_gemma":[0.0046773828,0.0001558487,0.00035281715,0.00091879745,0.011321549,0.002015693,0.002331962,0.0012275032,0.0001633818],"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":[0.000046190034,0.00030113626,0.052546807,0.00017838007,0.000032160955,0.00061503984,0.05331279,0.000935508,0.0003969025,0.85722494,0.0018258186,0.03258417],"study_design_scores_gemma":[0.000047906447,0.00017018634,0.19883077,0.00080819323,0.00006599568,0.0006094084,0.15584572,0.0073821736,0.0007588906,0.531133,0.10424668,0.00010116852],"about_ca_topic_score_codex":0.08718413,"about_ca_topic_score_gemma":0.11818606,"teacher_disagreement_score":0.08718413,"about_ca_system_score_codex":0.008421224,"about_ca_system_score_gemma":0.007985067,"threshold_uncertainty_score":0.17335331},"labels":[],"label_agreement":null},{"id":"W2981439449","doi":"10.1088/1757-899x/609/4/042089","title":"A comparison of indoor air quality and employee absenteeism in ‘local’ and ‘imported’ green building standards","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"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":"Green building; Absenteeism; Indoor air quality; Productivity; Environmental science; Building envelope; Quarter (Canadian coin); Architectural engineering; Indoor air; Ventilation (architecture); Quality (philosophy); Consumption (sociology); Business; Agricultural economics; Operations management; Engineering; Environmental engineering; Meteorology; Geography; Economics; Economic growth; Mechanical engineering","score_opus":0.022703227399600127,"score_gpt":0.2968667185140037,"score_spread":0.2741634911144036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981439449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934942,0.061095662,0.00043866903,0.00021607237,0.000035937577,0.000032898264,0.0010103738,0.0000062378954,0.0022222737],"genre_scores_gemma":[0.9869702,0.011725669,0.0003194698,0.000101635254,0.000030956733,0.000022441427,0.00055569614,0.0000030536162,0.000270931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997914,0.0008192196,0.00035873015,0.00017563709,0.00062870176,0.00010365623],"domain_scores_gemma":[0.99006945,0.0030204884,0.004651691,0.00015904951,0.0018680505,0.00023120677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027984402,0.00017565276,0.00035962948,0.0028002998,0.00015803412,0.00091574294,0.0002859928,0.00025628434,0.0008877982],"category_scores_gemma":[0.0046897037,0.0001050301,0.00059174414,0.0040666736,0.00031264382,0.0005336814,0.00057739706,0.00023440208,0.00009290341],"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":[0.0007753117,0.0001991977,0.8430277,0.013364927,0.002039131,0.0002414878,0.0019658955,0.00089771615,0.0020154647,0.00048842176,0.001295736,0.133689],"study_design_scores_gemma":[0.000010368462,0.0007034036,0.9847115,0.0018096636,0.00081035844,0.00023176066,0.0024308574,0.00032258386,0.0014160897,0.00008485925,0.0074472246,0.000021298436],"about_ca_topic_score_codex":0.005886524,"about_ca_topic_score_gemma":0.01291212,"teacher_disagreement_score":0.005886524,"about_ca_system_score_codex":0.0008542329,"about_ca_system_score_gemma":0.000859619,"threshold_uncertainty_score":0.014799714},"labels":[],"label_agreement":null},{"id":"W2982544927","doi":"10.20900/jsr20190020","title":"On the Role of Construction in Achieving the SDGs","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainability Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Real estate; Sustainable development; Sustainability; Dimension (graph theory); Order (exchange); Intersection (aeronautics); Business; Real estate development; Process management; Architectural engineering; Environmental planning; Computer science; Political science; Engineering; Transport engineering; Finance; Geography","score_opus":0.014993456008913083,"score_gpt":0.3069300247931362,"score_spread":0.2919365687842231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982544927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28309295,0.0106353555,0.04240469,0.020357069,0.0001374281,0.00024316437,0.00014025293,0.000059655722,0.64292943],"genre_scores_gemma":[0.98008025,0.004001504,0.0074540474,0.000548956,0.000028968845,0.000090514746,0.000057062218,0.00003148956,0.007707218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.982133,0.0104487585,0.0003559496,0.00053998485,0.004681873,0.0018405002],"domain_scores_gemma":[0.9908676,0.005923814,0.0009088363,0.0006137536,0.0012726152,0.00041331173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012002481,0.0005240371,0.00041924862,0.002999237,0.0039210725,0.010311152,0.0012182408,0.0013072946,0.005582466],"category_scores_gemma":[0.010357761,0.00029048856,0.00049622153,0.005226615,0.012622376,0.0066845096,0.009765041,0.0020633964,0.000728804],"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":[0.000041586554,0.0000542122,0.018788002,0.00039689642,0.00001525577,0.0002589587,0.017675223,0.003438097,0.000656498,0.89429426,0.0022951781,0.0620857],"study_design_scores_gemma":[0.000011983663,0.00021426963,0.06197579,0.0017942699,0.000047736936,0.00065734104,0.09576691,0.005050912,0.0025955657,0.34412614,0.4876992,0.000059824164],"about_ca_topic_score_codex":0.006730049,"about_ca_topic_score_gemma":0.014018627,"teacher_disagreement_score":0.012002481,"about_ca_system_score_codex":0.008991104,"about_ca_system_score_gemma":0.010214439,"threshold_uncertainty_score":0.06523538},"labels":[],"label_agreement":null},{"id":"W2989594416","doi":"10.1016/j.scs.2019.101979","title":"An integrated BIM-LEED application to automate sustainable design assessment framework at the conceptual stage of building projects","year":2019,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Building information modeling; Sustainability; Certification; Interface (matter); Process (computing); Systems engineering; Interdependence; Engineering; Building design; Conceptual design; Computer science; Construction engineering; Architectural engineering; Operations management","score_opus":0.00878939753877405,"score_gpt":0.26049666514974046,"score_spread":0.2517072676109664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989594416","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019241596,0.00013371659,0.8801439,0.0001803289,0.000094898955,0.0003919186,0.005867373,0.07687058,0.017075721],"genre_scores_gemma":[0.2131145,0.00032563266,0.7567235,0.00025440854,0.000023839122,0.00091802626,0.011145013,0.0047263857,0.012768698],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994454,0.00009285802,0.000045675053,0.00008099823,0.00028726063,0.00004786791],"domain_scores_gemma":[0.999464,0.000120746474,0.000035132893,0.00015273366,0.00017937993,0.00004801328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010956586,0.00096493406,0.0007841438,0.0017022274,0.00049006916,0.0015790932,0.001429746,0.00083703094,0.018187363],"category_scores_gemma":[0.0019428355,0.00068826915,0.00072853034,0.001235346,0.00030012237,0.0012555162,0.0027939237,0.00072869833,0.0060504605],"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":[0.0005418854,0.0008986802,0.013047978,0.0016045583,0.0002690018,0.001127619,0.002265971,0.14273274,0.05375551,0.030177778,0.07616749,0.6774108],"study_design_scores_gemma":[0.00013202966,0.00010791825,0.0077077975,0.00022878018,0.00009100871,0.00054576027,0.00053891295,0.7618691,0.0404292,0.017771658,0.17041287,0.00016507028],"about_ca_topic_score_codex":0.0023257777,"about_ca_topic_score_gemma":0.005289795,"teacher_disagreement_score":0.018187363,"about_ca_system_score_codex":0.00040928525,"about_ca_system_score_gemma":0.00093008525,"threshold_uncertainty_score":0.060842812},"labels":[],"label_agreement":null},{"id":"W2990534220","doi":"10.1002/mcda.1682","title":"Multicriteria decision making for sustainable development: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Multi-Criteria Decision Analysis","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; University of Ottawa","funders":"","keywords":"Multiple-criteria decision analysis; Sustainability; Management science; Sustainable development; Dimension (graph theory); Context (archaeology); Process management; Computer science; Risk analysis (engineering); Business; Operations research; Engineering; Political science; Geography","score_opus":0.053191230179372995,"score_gpt":0.38913946032045016,"score_spread":0.33594823014107716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990534220","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066376274,0.99586844,0.0010743659,0.0006847084,0.00017941039,0.00081015076,0.00018980405,0.000013415967,0.0005159561],"genre_scores_gemma":[0.027186634,0.9615582,0.0073298896,0.0008775407,0.00019678158,0.002426053,0.00025901032,0.000014302838,0.0001515751],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95353544,0.027988333,0.00927584,0.0019201518,0.0066767163,0.0006034989],"domain_scores_gemma":[0.8543293,0.12121559,0.012340906,0.0022912656,0.0089325765,0.0008903816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034174412,0.0021485526,0.007393958,0.014388941,0.0013943625,0.005485155,0.0030258636,0.0028174717,0.0065717194],"category_scores_gemma":[0.1228154,0.0012949526,0.011107327,0.012297536,0.0017557356,0.004646852,0.0032453171,0.002827911,0.00044836345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013239474,0.000085317915,0.00073308375,0.8526213,0.0063877925,0.000103442915,0.00047702645,0.00065417454,0.00011024439,0.0021634295,0.0027007177,0.13383105],"study_design_scores_gemma":[0.00012983572,0.0001892599,0.0012972998,0.9562484,0.011891308,0.00021231263,0.0004643127,0.00046194883,0.00015476579,0.0020626835,0.026826998,0.00006101817],"about_ca_topic_score_codex":0.0058220453,"about_ca_topic_score_gemma":0.015350321,"teacher_disagreement_score":0.034174412,"about_ca_system_score_codex":0.008931419,"about_ca_system_score_gemma":0.03048661,"threshold_uncertainty_score":0.18073374},"labels":[],"label_agreement":null},{"id":"W2990722691","doi":"10.1088/1757-899x/667/1/012031","title":"Renovation of residential areas for benefit of builders, state and citizens","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Sustainable Building Design and Assessment","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":"Demolition; Business; Residence; Stock (firearms); Quarter (Canadian coin); Profit (economics); Modernization theory; Order (exchange); Housing industry; Architectural engineering; Environmental planning; Finance; Engineering; Civil engineering; Economic growth; Geography; Economics","score_opus":0.009676907279278906,"score_gpt":0.21409837386239167,"score_spread":0.20442146658311275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990722691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74356884,0.003134576,0.16445115,0.0026779145,0.0002606263,0.00072491146,0.00029769464,0.00038244054,0.084501885],"genre_scores_gemma":[0.9660045,0.00084398215,0.020667177,0.000055588887,0.000040983512,0.00013992366,0.00011441343,0.000059692855,0.012073747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960424,0.0024291885,0.00012763262,0.00035930652,0.00059686205,0.00044462],"domain_scores_gemma":[0.9971456,0.00085828366,0.00044818257,0.00072246755,0.00053059246,0.0002948868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034068679,0.0003977832,0.00044715856,0.0009969192,0.0013617916,0.002658019,0.001528965,0.0009467635,0.0059300964],"category_scores_gemma":[0.004186929,0.00029439945,0.00050614116,0.0011121671,0.0014744821,0.0025273485,0.0035235893,0.00085337047,0.0007048331],"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":[0.00069599645,0.00095428975,0.043793593,0.0010467493,0.00017336274,0.0034265334,0.005537969,0.09613098,0.010794793,0.26975697,0.009756921,0.55793184],"study_design_scores_gemma":[0.00017192856,0.0027604531,0.11123342,0.0016375058,0.00033169234,0.006180466,0.048222184,0.17835571,0.033999503,0.167469,0.44937682,0.0002613695],"about_ca_topic_score_codex":0.0012925491,"about_ca_topic_score_gemma":0.0021932349,"teacher_disagreement_score":0.0059300964,"about_ca_system_score_codex":0.0009859514,"about_ca_system_score_gemma":0.0019609707,"threshold_uncertainty_score":0.019838154},"labels":[],"label_agreement":null},{"id":"W2992437364","doi":"10.2495/sdp-v15-n1-107-123","title":"Neighbourhood sustainability assessment model for developing countries: A comprehensive approach to urban quality of life","year":2019,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Neighbourhood (mathematics); Environmental planning; Urban sustainability; Developing country; Business; Environmental resource management; Environmental economics; Regional science; Geography; Economic growth; Environmental science; Economics","score_opus":0.02995720670073831,"score_gpt":0.30686895005385256,"score_spread":0.27691174335311425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992437364","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030945234,0.001628424,0.8832481,0.0023591123,0.00026782017,0.0004614495,0.0029584365,0.0007000429,0.077431366],"genre_scores_gemma":[0.66036046,0.002865224,0.30609182,0.0004309278,0.00014382663,0.0018944159,0.003048603,0.00025305361,0.024911605],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993647,0.00029613494,0.000043269036,0.00009293734,0.00013236726,0.000070665046],"domain_scores_gemma":[0.9994562,0.00021488937,0.000061031405,0.00003337067,0.00018783583,0.00004657655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012532818,0.0008642104,0.0007660595,0.0013613247,0.0007907272,0.0026651376,0.0018639022,0.0016191863,0.006557642],"category_scores_gemma":[0.0022921937,0.00036358193,0.0017035339,0.0017416195,0.000629698,0.0016318441,0.0024923128,0.0015170808,0.00094531954],"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":[0.000027658587,0.00005486463,0.0030096904,0.00016731994,0.000068689515,0.00024782252,0.0002791277,0.86327374,0.0003274132,0.101854496,0.005198027,0.025491139],"study_design_scores_gemma":[0.000010187566,0.000045184832,0.0009318635,0.00010228809,0.000033169403,0.00010107692,0.00034138214,0.93367296,0.000105058374,0.048252627,0.016374635,0.000029565726],"about_ca_topic_score_codex":0.016692631,"about_ca_topic_score_gemma":0.013324734,"teacher_disagreement_score":0.016692631,"about_ca_system_score_codex":0.002316155,"about_ca_system_score_gemma":0.0022455503,"threshold_uncertainty_score":0.033190966},"labels":[],"label_agreement":null},{"id":"W2995328894","doi":"10.1177/0042098019885330","title":"Urban green boosterism and city affordability: For whom is the ‘branded’ green city?","year":2019,"lang":"en","type":"article","venue":"Urban Studies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":155,"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":"H2020 European Research Council; Ministerio de Ciencia, Innovación y Universidades","keywords":"Greening; Rhetoric; Context (archaeology); Equity (law); Urban greening; Economic growth; Political science; Geography; Economics; Law","score_opus":0.027623217780602026,"score_gpt":0.26199187614584124,"score_spread":0.2343686583652392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995328894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98271954,0.00036340114,0.0008905184,0.0018165777,0.000011506374,0.000006628793,0.000053834607,0.000004333914,0.01413374],"genre_scores_gemma":[0.99928755,0.000105348576,0.00018268442,0.0000501248,0.000005819446,0.0000030732285,0.00001319026,0.0000036037816,0.00034870658],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987204,0.00061561825,0.00003756232,0.00012330855,0.00031508607,0.00018808298],"domain_scores_gemma":[0.9936324,0.0035583999,0.0015538961,0.00030416832,0.000582351,0.00036881948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027387764,0.0001421865,0.00024647196,0.0013436556,0.0014373836,0.0042271754,0.00041060775,0.00047126872,0.0032760515],"category_scores_gemma":[0.008724472,0.00012007875,0.00023721467,0.0019768022,0.005506299,0.0029648636,0.002613157,0.00090244703,0.0001332344],"study_design_candidate":"qualitative","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":[0.00015967728,0.00018285995,0.6184849,0.00028027443,0.00011351487,0.0002024803,0.23202585,0.0010297371,0.0011837742,0.08344158,0.0009967969,0.06189855],"study_design_scores_gemma":[0.0000050937238,0.00007901304,0.6854386,0.0002336264,0.000059763566,0.00006877754,0.2755973,0.0010460219,0.00088583253,0.01861245,0.017924957,0.000048527516],"about_ca_topic_score_codex":0.025914418,"about_ca_topic_score_gemma":0.055146057,"teacher_disagreement_score":0.025914418,"about_ca_system_score_codex":0.00268388,"about_ca_system_score_gemma":0.0016810081,"threshold_uncertainty_score":0.051527202},"labels":[],"label_agreement":null},{"id":"W2997094792","doi":"10.3846/ijspm.2020.11097","title":"GREEN BENEFITS ON EDUCATIONAL BUILDINGS ACCORDING TO THE LEED CERTIFICATION","year":2020,"lang":"en","type":"article","venue":"International Journal of Strategic Property Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"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":"National Research Foundation of Korea; National Research Foundation","keywords":"Certification; Greenhouse gas; Green building; Business; Environmental design; Environmental economics; Architectural engineering; Efficient energy use; Operations management; Engineering; Civil engineering; Economics; Management","score_opus":0.06419196061596041,"score_gpt":0.271352283236688,"score_spread":0.20716032262072756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997094792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926681,0.00024518807,0.0009769651,0.0006632401,0.000015877242,0.000066735236,0.0003697757,0.000024142579,0.07095711],"genre_scores_gemma":[0.9974923,0.000060620103,0.0003302325,0.000029767898,0.0000040283862,0.000006415597,0.000070134294,0.0000022542333,0.0020042877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861085,0.00021594358,0.000036839345,0.00003735972,0.0008339277,0.00026510624],"domain_scores_gemma":[0.9970299,0.000409994,0.0007316724,0.0001232951,0.0012223969,0.00048274375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054117094,0.00014137401,0.000096537224,0.0013527012,0.00065873197,0.0012458889,0.00026603794,0.00023820627,0.0057924595],"category_scores_gemma":[0.00295861,0.00006992763,0.0002660821,0.0012177659,0.00077110954,0.0005979446,0.0012012812,0.00044180892,0.00036537714],"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":[0.00034363405,0.00054714025,0.80338454,0.00021583003,0.00006167009,0.00064055907,0.0021679478,0.0061344253,0.0059911157,0.025459165,0.004939292,0.15011466],"study_design_scores_gemma":[0.0000043292657,0.000093385286,0.98673964,0.000037893737,0.000011902196,0.00008600677,0.0028452007,0.0007116285,0.00070549763,0.0008523027,0.0078993905,0.000012874645],"about_ca_topic_score_codex":0.044766035,"about_ca_topic_score_gemma":0.21619053,"teacher_disagreement_score":0.044766035,"about_ca_system_score_codex":0.0042584795,"about_ca_system_score_gemma":0.0024510731,"threshold_uncertainty_score":0.089010954},"labels":[],"label_agreement":null},{"id":"W2997216864","doi":"10.22215/etd/2019-13718","title":"The Next-Illimitable: Revitalize the limitations arising from green standards for retrofitting existing retail buildings","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Retrofitting; Greenhouse gas; Certification; Green building; Architectural engineering; Environmental economics; Climate change; Climate change mitigation; Efficient energy use; Business; Engineering; Environmental resource management; Environmental science; Economics","score_opus":0.05692022381936922,"score_gpt":0.2936807327956453,"score_spread":0.2367605089762761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997216864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026626173,0.039907593,0.039611127,0.22662185,0.0132054975,0.00018082043,0.0003439143,0.00040836277,0.6530946],"genre_scores_gemma":[0.266652,0.056047812,0.045121904,0.041756198,0.002685468,0.00015620122,0.0004167673,0.000786276,0.5863774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982394,0.00051064556,0.000046029116,0.00017022356,0.000877017,0.00015663615],"domain_scores_gemma":[0.998401,0.0003576091,0.00008508818,0.0002111785,0.00071097736,0.00023408524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003967573,0.00036766037,0.00019979579,0.0006122488,0.0017998925,0.005956665,0.00079738954,0.0020482703,0.020602955],"category_scores_gemma":[0.0044644997,0.00019421185,0.00028673842,0.0005312577,0.0023755413,0.0055470546,0.0028233563,0.0044687493,0.007097487],"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":[0.000054489716,0.0002258381,0.0007055479,0.00051833194,0.00001159445,0.00009281396,0.0034765797,0.0011732355,0.0029828546,0.46749318,0.2105001,0.31276548],"study_design_scores_gemma":[0.0000039677334,0.00003185068,0.0004098931,0.00050378137,0.0000036671886,0.000045221354,0.0014916011,0.00032545434,0.0011692565,0.045583196,0.950419,0.00001307809],"about_ca_topic_score_codex":0.002944044,"about_ca_topic_score_gemma":0.0100856675,"teacher_disagreement_score":0.020602955,"about_ca_system_score_codex":0.003169608,"about_ca_system_score_gemma":0.0060767815,"threshold_uncertainty_score":0.06892371},"labels":[],"label_agreement":null},{"id":"W2998531152","doi":"10.5539/jms.v10n1p1","title":"The Role of Trans-Disciplinary Research in Sustainable Renovation","year":2019,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Sustainability; Work (physics); Relocation; Process (computing); Discipline; Business; Engineering; Environmental planning; Architectural engineering; Sociology","score_opus":0.01297640063862735,"score_gpt":0.2910261829202175,"score_spread":0.2780497822815901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998531152","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09455843,0.08742672,0.17219952,0.114336364,0.0027074667,0.0007289717,0.00008639264,0.00019827858,0.5277578],"genre_scores_gemma":[0.89676195,0.026458614,0.052529413,0.006116609,0.00056551833,0.00087570096,0.000046420653,0.000111288355,0.016534481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8856997,0.09824298,0.002612069,0.0044169324,0.0064062555,0.002622097],"domain_scores_gemma":[0.8376301,0.12345928,0.0056983936,0.014825774,0.011618322,0.006768094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10254391,0.00067835697,0.0011825919,0.004495592,0.008431838,0.023811365,0.0028139306,0.0052497345,0.006573996],"category_scores_gemma":[0.044015612,0.0006243182,0.0007985816,0.005837215,0.036072988,0.021246092,0.024905782,0.005750497,0.00090337836],"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":[0.0000756791,0.00017238095,0.0036965904,0.001538389,0.00009070109,0.00059868634,0.071677625,0.0020817649,0.0008844788,0.80658007,0.0029207768,0.10968289],"study_design_scores_gemma":[0.00003116055,0.00026941078,0.0025195903,0.0029399532,0.00004605815,0.00064859836,0.11751932,0.0021034407,0.0010320176,0.5896116,0.28320447,0.00007438773],"about_ca_topic_score_codex":0.002174841,"about_ca_topic_score_gemma":0.0029533752,"teacher_disagreement_score":0.10254391,"about_ca_system_score_codex":0.009339998,"about_ca_system_score_gemma":0.020565717,"threshold_uncertainty_score":0.54231054},"labels":[],"label_agreement":null},{"id":"W2999294973","doi":"10.4324/9780203934470-20","title":"Collaborative planning and design for a sustainable neighbourhood on Quebec City’s university campus","year":2007,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Neighbourhood (mathematics); Geography; Architectural engineering; Environmental planning; Sociology; Engineering","score_opus":0.010025231632005738,"score_gpt":0.23700433308756133,"score_spread":0.22697910145555558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999294973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6525799,0.00053367997,0.08848988,0.007132634,0.0003313985,0.0011665093,0.0006869959,0.0011075034,0.24797149],"genre_scores_gemma":[0.8170476,0.00020203996,0.06475676,0.000208135,0.000012326469,0.00035243758,0.00028099937,0.000116992225,0.117022686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992136,0.00027520265,0.000012502448,0.000097030956,0.00018757509,0.00021399654],"domain_scores_gemma":[0.9993001,0.00005562408,0.000017206512,0.00006726094,0.00021798072,0.00034177015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010601766,0.00028493302,0.00025472965,0.00057216664,0.0108058425,0.0040561543,0.001518255,0.0012037675,0.013674505],"category_scores_gemma":[0.0010492641,0.0002837927,0.00041981094,0.0008467339,0.0011823091,0.0007404146,0.0021782606,0.000630102,0.001156495],"study_design_candidate":"not_applicable","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":[0.00049454963,0.0017064231,0.043791503,0.00031741097,0.000097693366,0.002713494,0.034954112,0.15820299,0.012404578,0.09591141,0.1455642,0.5038416],"study_design_scores_gemma":[0.00022999372,0.0007491603,0.057604413,0.00023214756,0.00012852026,0.0003857754,0.11269184,0.16053376,0.005720936,0.014826782,0.6466382,0.00025842222],"about_ca_topic_score_codex":0.8452768,"about_ca_topic_score_gemma":0.97012657,"teacher_disagreement_score":0.15472323,"about_ca_system_score_codex":0.01444623,"about_ca_system_score_gemma":0.038069982,"threshold_uncertainty_score":0.3112688},"labels":[],"label_agreement":null},{"id":"W3005522555","doi":"","title":"Towards new design tools for integrating environmental criteria in the design process of architectural and urban projects in developing countries","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"ELECTRE; Context (archaeology); Computer science; Process (computing); Sustainability; Multiple-criteria decision analysis; Decision support system; Scale (ratio); Set (abstract data type); Management science; Process management; Risk analysis (engineering); Operations research; Engineering; Artificial intelligence; Business; Geography","score_opus":0.03633541748383462,"score_gpt":0.27223029435650276,"score_spread":0.23589487687266814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005522555","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009805716,0.0002611184,0.98105717,0.0004903063,0.00003668726,0.00018652235,0.0002485228,0.0010479549,0.006865964],"genre_scores_gemma":[0.07193407,0.00039402963,0.92434466,0.00007126233,0.000013437023,0.00042429433,0.0005126713,0.0002642228,0.0020413008],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9896597,0.005178576,0.0016003209,0.00062016776,0.0025529792,0.00038820747],"domain_scores_gemma":[0.9816679,0.010960469,0.0018769418,0.0016101591,0.0034213823,0.00046315542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136875855,0.0017073326,0.0011268568,0.0075210813,0.0010703722,0.011474821,0.0019850668,0.0019681754,0.0065561943],"category_scores_gemma":[0.02967614,0.0013010603,0.001727119,0.005258889,0.0020021258,0.00675634,0.0044441307,0.0018811453,0.0012514432],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016924612,0.00028598195,0.009740986,0.0019136753,0.00018984696,0.00055021676,0.008380071,0.13082035,0.008000643,0.4106448,0.007976364,0.42132777],"study_design_scores_gemma":[0.00011388642,0.00020718778,0.004822397,0.0027254263,0.00030132712,0.0005322426,0.009357028,0.49747798,0.013989125,0.2650391,0.20523736,0.0001969339],"about_ca_topic_score_codex":0.0038793834,"about_ca_topic_score_gemma":0.0061357333,"teacher_disagreement_score":0.0136875855,"about_ca_system_score_codex":0.0025781193,"about_ca_system_score_gemma":0.0036977245,"threshold_uncertainty_score":0.072387695},"labels":[],"label_agreement":null},{"id":"W3005581009","doi":"10.3390/su12041335","title":"Clean Technology Transfer and Innovation in Social Housing Production in Brazil and Colombia. A Framework from a Systematic Review","year":2020,"lang":"en","type":"review","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"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":"Canadian Institute for Advanced Research","keywords":"Productivity; Production (economics); Latin Americans; Clean technology; Business; Technology transfer; Economic growth; Industrial organization; Environmental economics; Economics; Political science; International trade","score_opus":0.016929012597822424,"score_gpt":0.31396547463518293,"score_spread":0.2970364620373605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005581009","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060813915,0.99829847,0.00013340144,0.00020482577,0.000057124318,0.00015393647,0.00018298601,0.0000031448442,0.00035788878],"genre_scores_gemma":[0.01459526,0.98323166,0.0011921492,0.00025138768,0.000033370492,0.0004263865,0.00016304766,0.0000023486498,0.00010438643],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929953,0.0027467422,0.002103377,0.00057586405,0.0013459057,0.00023272548],"domain_scores_gemma":[0.97920483,0.015931219,0.0025412822,0.00028659994,0.0018558935,0.00018009951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008490151,0.0013558833,0.0043245237,0.022251915,0.0008387763,0.004462157,0.0012014414,0.0019827753,0.0020521346],"category_scores_gemma":[0.030787928,0.00080353057,0.004296219,0.019014042,0.0012840091,0.0032067422,0.001793669,0.0010438642,0.00018852385],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006710386,0.000024475106,0.0013535853,0.91280407,0.002863457,0.00020981029,0.0007943215,0.00021865933,0.00020011132,0.0029708287,0.0016220275,0.076871626],"study_design_scores_gemma":[0.000054571534,0.00012708874,0.006288095,0.9114217,0.016804302,0.0005585802,0.0015844001,0.00019743561,0.00021186458,0.0012446583,0.061467484,0.000039879076],"about_ca_topic_score_codex":0.021690633,"about_ca_topic_score_gemma":0.06272376,"teacher_disagreement_score":0.022251915,"about_ca_system_score_codex":0.0059100264,"about_ca_system_score_gemma":0.021493675,"threshold_uncertainty_score":0.044900715},"labels":[],"label_agreement":null},{"id":"W3009748514","doi":"10.4018/978-1-7998-2426-8.ch007","title":"Life-Cycle Assessment-Based Environmental Performance Targets for Buildings","year":2020,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Benchmarking; Architectural engineering; Life-cycle assessment; Retrofitting; Product (mathematics); Engineering; Systems engineering; Environmental impact assessment; Computer science; Construction engineering; Environmental resource management; Business; Environmental science; Production (economics)","score_opus":0.009182927598261805,"score_gpt":0.26263256407500224,"score_spread":0.25344963647674046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009748514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033859366,0.008957622,0.064029664,0.0026759189,0.0006802129,0.00018096289,0.00048462328,0.0007593391,0.91884565],"genre_scores_gemma":[0.16801915,0.023217725,0.16233014,0.0022761892,0.0004667284,0.000812057,0.0032749297,0.0011833584,0.6384197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828714,0.00037864907,0.00008273201,0.00010391516,0.0010588052,0.000088781264],"domain_scores_gemma":[0.99897087,0.0003447338,0.000053784705,0.00011123883,0.00047042203,0.000048980408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017617574,0.00070580025,0.00030709096,0.0017931372,0.00085606374,0.004840921,0.0012490471,0.0014303583,0.013161486],"category_scores_gemma":[0.0030519497,0.00034699054,0.0003274113,0.0017144743,0.0009846935,0.003783268,0.0014935647,0.0015994787,0.0068679918],"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":[0.0000149861535,0.000054574935,0.00029951992,0.0002896045,0.000004248369,0.000051442858,0.0007217969,0.008665499,0.001469219,0.74522865,0.07640315,0.16679737],"study_design_scores_gemma":[0.0000025360882,0.000034022956,0.0006653642,0.0004330359,0.0000037948023,0.000114388866,0.00041964895,0.005468754,0.002277648,0.124688245,0.86586714,0.0000254827],"about_ca_topic_score_codex":0.0034498165,"about_ca_topic_score_gemma":0.005618747,"teacher_disagreement_score":0.013161486,"about_ca_system_score_codex":0.0035883372,"about_ca_system_score_gemma":0.00230313,"threshold_uncertainty_score":0.044029534},"labels":[],"label_agreement":null},{"id":"W3012868260","doi":"10.1016/j.jobe.2020.101364","title":"An Analytical Hierarchy Process-based system to evaluate the life-cycle performance of buildings at early design stage","year":2020,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Analytic hierarchy process; Rank (graph theory); Process (computing); Design process; Probabilistic design; Computer science; Hierarchy; Engineering design process; Variety (cybernetics); Reliability engineering; Conceptual design; Key (lock); Systems engineering; Risk analysis (engineering); Engineering; Management science; Operations research; Work in process; Operations management; Artificial intelligence; Mathematics","score_opus":0.019254745589278043,"score_gpt":0.26441426977217386,"score_spread":0.24515952418289583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012868260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17325251,0.00016974269,0.81446403,0.00012084498,0.000047697016,0.0008174781,0.00092904497,0.003982055,0.006216561],"genre_scores_gemma":[0.7919577,0.000102718914,0.20515941,0.000026507378,0.000015677806,0.0005758252,0.0009199647,0.000061952545,0.0011802816],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896216,0.00040673677,0.00006947147,0.00013627367,0.0003581059,0.000067273395],"domain_scores_gemma":[0.99845946,0.0006738395,0.00015399655,0.00008826098,0.0005531484,0.0000712743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027259781,0.0012051705,0.0010569557,0.0035787073,0.0011433646,0.0015949126,0.0012352949,0.00093329686,0.0032620202],"category_scores_gemma":[0.0050778296,0.00038528893,0.00081110926,0.002363251,0.00044010193,0.0011095897,0.0010279812,0.00048740255,0.00053971465],"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":[0.00088024116,0.0009864079,0.018959433,0.0004777493,0.00029793172,0.00021438843,0.0005298625,0.7768184,0.0147716,0.009991623,0.002039585,0.17403273],"study_design_scores_gemma":[0.000018354374,0.00011284066,0.0009005781,0.000007282737,0.00003215238,0.000009113419,0.000039411163,0.9961356,0.0011355954,0.0012651881,0.00033348205,0.00001055965],"about_ca_topic_score_codex":0.022007845,"about_ca_topic_score_gemma":0.015543772,"teacher_disagreement_score":0.022007845,"about_ca_system_score_codex":0.0015999798,"about_ca_system_score_gemma":0.0023291525,"threshold_uncertainty_score":0.043759525},"labels":[],"label_agreement":null},{"id":"W3014127722","doi":"10.1088/1748-9326/ab85f8","title":"Taxonomy of uncertainty in environmental life cycle assessment of infrastructure projects","year":2020,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Life-cycle assessment; Scale (ratio); Computer science; Critical infrastructure; Risk analysis (engineering); Production (economics); Environmental economics; Environmental resource management; Business; Environmental science; Economics; Geography","score_opus":0.025528937801640863,"score_gpt":0.2712417215879624,"score_spread":0.24571278378632153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014127722","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24712196,0.009559198,0.6648705,0.004316038,0.00019880013,0.001035942,0.0036042526,0.0005106404,0.06878263],"genre_scores_gemma":[0.91074884,0.00282875,0.08225319,0.00018484172,0.00011508354,0.0004575841,0.0016781515,0.000064638436,0.0016689879],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9813402,0.005430101,0.0016684125,0.0012485867,0.009294092,0.0010185124],"domain_scores_gemma":[0.9594446,0.026213486,0.005189671,0.0014093668,0.006981205,0.00076176506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014265503,0.0012911317,0.0011292445,0.014106138,0.00211721,0.008358035,0.0024770505,0.0019640678,0.0021510115],"category_scores_gemma":[0.041595247,0.0008425006,0.002388076,0.010824967,0.002982741,0.007457462,0.004773716,0.0021212061,0.00030817967],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011093603,0.000099994075,0.058947347,0.00094793603,0.00039402748,0.001068459,0.0022699544,0.51270264,0.0009873194,0.30509228,0.0027535837,0.1146255],"study_design_scores_gemma":[0.000011340565,0.0001624048,0.017540134,0.0012601805,0.00013266034,0.0006270941,0.0030510218,0.4464633,0.0016433031,0.5002667,0.02859159,0.00025029303],"about_ca_topic_score_codex":0.012877403,"about_ca_topic_score_gemma":0.006764248,"teacher_disagreement_score":0.014265503,"about_ca_system_score_codex":0.007664474,"about_ca_system_score_gemma":0.0038700323,"threshold_uncertainty_score":0.0754441},"labels":[],"label_agreement":null},{"id":"W3014708259","doi":"10.22300/1949-8276.11.1.130","title":"Drivers of Investment in Commercial Real Estate Sustainability: 2006–2018","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Real Estate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Real estate; Business; Sustainability; Investment (military); Finance; Natural resource economics; Economics; Political science","score_opus":0.006553155250631615,"score_gpt":0.23836755519268937,"score_spread":0.23181439994205777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014708259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265987,0.00014484176,0.00010975906,0.00046092775,0.000007529187,0.000015494245,0.00110777,0.0000063245816,0.00548738],"genre_scores_gemma":[0.9968939,0.00018451367,0.00015220397,0.000031181375,0.000005549578,0.000010758116,0.0008813499,0.0000036068873,0.0018369111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995547,0.00003222461,0.000017684033,0.000044896424,0.00017712431,0.00017348719],"domain_scores_gemma":[0.9980064,0.00016664437,0.000666418,0.000044926343,0.00069791736,0.00041782114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067886204,0.00014985497,0.00009901365,0.0009285486,0.0006666975,0.0018881856,0.00033903195,0.00030274675,0.0020283898],"category_scores_gemma":[0.0021639874,0.00014161377,0.00018929495,0.0014354952,0.00046664895,0.00082646945,0.0008175245,0.00069759384,0.00027332973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006139237,0.000057097404,0.9763974,0.000031710468,0.000015398482,0.00010515199,0.005288597,0.00041872408,0.00037921398,0.0009657169,0.0016727835,0.014606805],"study_design_scores_gemma":[7.3066957e-7,0.000017658394,0.98410827,0.000022764567,0.0000030849005,0.000035476372,0.007435217,0.00027290595,0.00014153989,0.00006084514,0.007893419,0.00000813433],"about_ca_topic_score_codex":0.553143,"about_ca_topic_score_gemma":0.7087453,"teacher_disagreement_score":0.553143,"about_ca_system_score_codex":0.006527961,"about_ca_system_score_gemma":0.0045433138,"threshold_uncertainty_score":0.8989772},"labels":[],"label_agreement":null},{"id":"W3015243366","doi":"10.1016/j.jclepro.2020.121466","title":"Incorporating uncertainty into life-cycle sustainability assessment of pavement alternatives","year":2020,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Probabilistic logic; Sustainability; Asphalt; Asphalt pavement; Confidence interval; Monte Carlo method; Interval (graph theory); Life-cycle assessment; Engineering; Statistics; Computer science; Reliability engineering; Econometrics; Mathematics; Economics; Production (economics); Materials science","score_opus":0.013895043500472807,"score_gpt":0.27962140041991207,"score_spread":0.26572635691943924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015243366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7686654,0.0011364421,0.21531267,0.0007331385,0.0000734713,0.00010210388,0.00056111714,0.00011360601,0.013302107],"genre_scores_gemma":[0.9941602,0.0001337615,0.004998655,0.000027520078,0.000008622658,0.00001713537,0.000059691738,0.000011476726,0.0005829366],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885213,0.0005473573,0.000039798364,0.00008723615,0.00031967834,0.00015379082],"domain_scores_gemma":[0.99564606,0.0035914355,0.00022610399,0.00011863378,0.00035186016,0.0000658265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029971234,0.0005743642,0.0007658814,0.0011609939,0.00037053527,0.0015608334,0.0007750135,0.0011358168,0.0011443294],"category_scores_gemma":[0.009825707,0.0005285885,0.00084858725,0.00087774085,0.00059372565,0.002286081,0.0007885123,0.000806578,0.00007336103],"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":[0.00002808063,0.000015926256,0.000726035,0.000017263124,0.00002404685,0.000015010424,0.00000836742,0.9926923,0.00020072218,0.0022881879,0.00004522945,0.0039388514],"study_design_scores_gemma":[0.000003954497,0.000044468456,0.0005462283,0.000007949059,0.000018266097,0.00000549717,0.000015880913,0.99286497,0.00046352818,0.0058420417,0.00017777868,0.00000947808],"about_ca_topic_score_codex":0.012307486,"about_ca_topic_score_gemma":0.012462775,"teacher_disagreement_score":0.012307486,"about_ca_system_score_codex":0.0021200962,"about_ca_system_score_gemma":0.001370918,"threshold_uncertainty_score":0.0244717},"labels":[],"label_agreement":null},{"id":"W3016874182","doi":"10.1088/1748-9326/ab89d7","title":"Review of life-cycle based methods for absolute environmental sustainability assessment and their applications","year":2020,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":265,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Universiteit Leiden; Polytechnique Montréal","keywords":"Life-cycle assessment; Sustainability; Environmental science; Absolute (philosophy); Economics; Production (economics); Ecology","score_opus":0.03236425964210631,"score_gpt":0.36553263308829803,"score_spread":0.3331683734461917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016874182","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032598118,0.9876886,0.008100555,0.0007643187,0.00032891784,0.00014883201,0.00035492177,0.00003970131,0.0022482097],"genre_scores_gemma":[0.008238203,0.97103375,0.018600095,0.0005709991,0.00019101855,0.00054137746,0.00041324674,0.000047074034,0.00036423467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796978,0.008574038,0.004585454,0.001391744,0.0055164336,0.00023442873],"domain_scores_gemma":[0.84442616,0.13157071,0.007087673,0.0031595465,0.013348584,0.00040727505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02725406,0.002110707,0.0037275495,0.029278291,0.0010042145,0.0042653456,0.0044489875,0.0023785876,0.0063336976],"category_scores_gemma":[0.10091886,0.0013650111,0.0051543172,0.031200606,0.0021346675,0.004912995,0.0024785155,0.002253796,0.0011574021],"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":[0.00007141449,0.00005322336,0.00091370376,0.32292074,0.0014399878,0.00009288544,0.00050024095,0.0029581466,0.00037836857,0.028531624,0.011816906,0.6303228],"study_design_scores_gemma":[0.000035536563,0.00014235788,0.003620366,0.43449038,0.0039291508,0.00032839205,0.00060065486,0.0028899622,0.0011697824,0.020415343,0.5322267,0.00015137797],"about_ca_topic_score_codex":0.009859059,"about_ca_topic_score_gemma":0.013909553,"teacher_disagreement_score":0.029278291,"about_ca_system_score_codex":0.0064824102,"about_ca_system_score_gemma":0.013053972,"threshold_uncertainty_score":0.14413494},"labels":[],"label_agreement":null},{"id":"W3019138098","doi":"10.1080/10643389.2020.1753631","title":"Can green schools influence academic performance?","year":2020,"lang":"en","type":"article","venue":"Critical Reviews in Environmental Science and Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Certification; Environmental design; Indoor air quality; Daylighting; Quality (philosophy); Efficient energy use; Fidelity; Academic achievement; Architectural engineering; Psychology; Environmental economics; Mathematics education; Engineering; Political science; Civil engineering; Environmental engineering; Economics","score_opus":0.014408771055571512,"score_gpt":0.2661652045033878,"score_spread":0.2517564334478163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019138098","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19570325,0.7404125,0.0029576824,0.030075515,0.002377902,0.00012771162,0.0012275871,0.00012154481,0.026996346],"genre_scores_gemma":[0.70772094,0.28339708,0.001595399,0.0030473587,0.000845877,0.00007876905,0.00035385598,0.000037724054,0.00292309],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974267,0.0012414826,0.00020993558,0.0003557377,0.0004478433,0.00031829008],"domain_scores_gemma":[0.9924844,0.0038663854,0.0017811282,0.00022381125,0.0012229211,0.00042143103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034297232,0.00041050912,0.001013683,0.0013449865,0.00041765245,0.0031878855,0.0007242637,0.0012186441,0.005047064],"category_scores_gemma":[0.012095268,0.00028176772,0.0014177111,0.0019377761,0.0011585905,0.0020271789,0.0011782865,0.0014426764,0.00084451196],"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":[0.000650266,0.0008348076,0.16412072,0.025334707,0.0033721107,0.0003133922,0.0033819769,0.0019134922,0.0011581781,0.01864669,0.016472084,0.7638016],"study_design_scores_gemma":[0.00018564785,0.0014950157,0.7212213,0.025628826,0.0046403604,0.00031103924,0.0075769243,0.00089632027,0.0024128736,0.03871499,0.19672807,0.00018861021],"about_ca_topic_score_codex":0.0060871616,"about_ca_topic_score_gemma":0.010294897,"teacher_disagreement_score":0.0060871616,"about_ca_system_score_codex":0.0012970188,"about_ca_system_score_gemma":0.003185986,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W3021038793","doi":"10.1002/csr.1952","title":"Sustainability cross‐sector partnerships: The strategic role of organizational structures","year":2020,"lang":"en","type":"article","venue":"Corporate Social Responsibility and Environmental Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Athabasca University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Sustainability; Business; Sustainability organizations; Private sector; Public sector; Organizational structure; Civil society; Public relations; Industrial organization; Management; Economic growth; Economics; Political science; Politics","score_opus":0.034633106540527335,"score_gpt":0.23500065769958717,"score_spread":0.20036755115905983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021038793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694211,0.00026908514,0.0032419704,0.0017615904,0.000011043795,0.000050162987,0.000037981827,0.000009566389,0.025197417],"genre_scores_gemma":[0.9995407,0.000028952894,0.00026015815,0.000019972515,9.21107e-7,0.000010070951,0.0000059403146,0.000001008542,0.00013223007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9830716,0.012790582,0.00037837922,0.000601172,0.0018110789,0.0013471271],"domain_scores_gemma":[0.959315,0.023653995,0.00782709,0.0024226832,0.0032773886,0.0035037962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008859754,0.00019396388,0.0001895386,0.0013194387,0.0022706133,0.0057489546,0.0006976886,0.00062520546,0.0032940893],"category_scores_gemma":[0.028266415,0.00024620938,0.0001698533,0.0015572098,0.004457626,0.003995017,0.0052917977,0.000904564,0.00021413241],"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":[0.00023432543,0.00057627726,0.6318865,0.00031903392,0.00018229098,0.0005534589,0.07565154,0.0026669062,0.0023200333,0.16472943,0.0013667156,0.11951349],"study_design_scores_gemma":[0.000060557046,0.00043039714,0.5812657,0.0006619293,0.000110545356,0.00039605598,0.30961433,0.005509151,0.0017860326,0.07917644,0.020914854,0.00007401787],"about_ca_topic_score_codex":0.003450912,"about_ca_topic_score_gemma":0.008441978,"teacher_disagreement_score":0.008859754,"about_ca_system_score_codex":0.0035576664,"about_ca_system_score_gemma":0.0065087327,"threshold_uncertainty_score":0.04685539},"labels":[],"label_agreement":null},{"id":"W3022572383","doi":"10.1007/s11367-020-01743-7","title":"Modeling life-cycle social assessment in sustainable pavement management at project level","year":2020,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Analytic hierarchy process; Social impact assessment; Process (computing); Business; Environmental economics; Environmental resource management; Engineering; Environmental planning; Computer science; Environmental science; Operations research; Economics","score_opus":0.04004955616445917,"score_gpt":0.3154457992272615,"score_spread":0.27539624306280236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022572383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56208456,0.00037199142,0.4000943,0.0015688101,0.00008312561,0.00020198697,0.00051682454,0.00018338185,0.03489511],"genre_scores_gemma":[0.98259777,0.0001192004,0.011324443,0.00005252368,0.000018480923,0.00009760021,0.00011706554,0.000038516155,0.005634466],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991009,0.0005010352,0.000026078167,0.000103217506,0.00012074141,0.00014793969],"domain_scores_gemma":[0.9974221,0.0018317645,0.00019757148,0.00008381555,0.00030276546,0.00016201138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018462965,0.0006138664,0.0007046941,0.0008326287,0.0007476969,0.0019397921,0.0016069417,0.001810237,0.0040485156],"category_scores_gemma":[0.005849522,0.0005852528,0.000917741,0.0008631685,0.0011334529,0.0022124145,0.0014097496,0.0010456752,0.00028090968],"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":[0.000008760498,0.000034622477,0.0010276966,0.000009757909,0.0000152366,0.000022607857,0.000034473953,0.9888665,0.000096907796,0.007856048,0.00010537456,0.0019220279],"study_design_scores_gemma":[0.0000018736959,0.0000068366107,0.00022294426,0.0000021421292,0.000004435243,0.0000023382074,0.000027967808,0.99519426,0.00004413183,0.0043158885,0.0001745759,0.0000026289977],"about_ca_topic_score_codex":0.04478433,"about_ca_topic_score_gemma":0.039993282,"teacher_disagreement_score":0.04478433,"about_ca_system_score_codex":0.003260194,"about_ca_system_score_gemma":0.002820705,"threshold_uncertainty_score":0.08904731},"labels":[],"label_agreement":null},{"id":"W3023450569","doi":"10.1139/cjce-2019-0551","title":"Benchmarking of water consumption and waste management in multi-unit residential buildings (MURBs) in Toronto","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Benchmarking; Unit (ring theory); Environmental science; Municipal solid waste; Sustainability; Ranking (information retrieval); Water use; Waste management; Greenhouse gas; Consumption (sociology); Environmental engineering; Environmental economics; Engineering; Business; Computer science; Mathematics","score_opus":0.013723263612609957,"score_gpt":0.218518912759232,"score_spread":0.20479564914662204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023450569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998054,0.00006170937,0.00021235581,0.000020894904,7.6654106e-7,0.0000109984985,0.00042782107,0.000013459227,0.0011979366],"genre_scores_gemma":[0.9988971,0.00003563107,0.00023060951,0.0000022507245,3.7337261e-7,0.000004452072,0.00025204517,0.0000019630327,0.0005755781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995679,0.000087927154,0.000026359714,0.000055931272,0.00015483734,0.00010708384],"domain_scores_gemma":[0.9994655,0.000079607154,0.00011083973,0.000037465692,0.000214682,0.00009185159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029230883,0.00020500612,0.00018933015,0.0008120961,0.0006926341,0.00049537537,0.00032203158,0.00016755733,0.00113752],"category_scores_gemma":[0.0010081447,0.00014489816,0.00017749127,0.0026222903,0.00040924604,0.00031117603,0.0005346024,0.00013861472,0.00012388692],"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":[0.0005849442,0.00014275669,0.86889917,0.00030794716,0.000122389,0.001017512,0.008629297,0.025899881,0.0121375425,0.0018457758,0.0018949255,0.07851792],"study_design_scores_gemma":[0.0000039443225,0.00009106667,0.9874878,0.000011904078,0.000012344965,0.000049933406,0.0044624736,0.004666526,0.0018151257,0.00004621923,0.0013397626,0.000012876766],"about_ca_topic_score_codex":0.85189366,"about_ca_topic_score_gemma":0.94714206,"teacher_disagreement_score":0.14810634,"about_ca_system_score_codex":0.011250416,"about_ca_system_score_gemma":0.002651005,"threshold_uncertainty_score":0.29795706},"labels":[],"label_agreement":null},{"id":"W3028946213","doi":"10.3390/su12114422","title":"Benchmarking of Water, Energy, and Carbon Flows in Academic Buildings: A Fuzzy Clustering Approach","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Benchmarking; Greenhouse gas; Benchmark (surveying); Energy consumption; Fuzzy logic; Cluster analysis; Environmental economics; Environmental science; Efficient energy use; Computer science; Environmental resource management; Civil engineering; Engineering; Business; Geography; Machine learning; Artificial intelligence; Ecology","score_opus":0.012210984784315084,"score_gpt":0.2348796307194056,"score_spread":0.2226686459350905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028946213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.601569,0.0006502144,0.3824788,0.00035189555,0.000024744388,0.00039383007,0.00042262353,0.00025629086,0.013852647],"genre_scores_gemma":[0.9313189,0.00016705612,0.067395166,0.000016352424,0.0000057754223,0.0000712418,0.00023528782,0.000011812484,0.0007784514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987112,0.00043946432,0.000074269024,0.00019848107,0.00044064314,0.00013595364],"domain_scores_gemma":[0.99910295,0.00031307762,0.0001367856,0.000054021464,0.00034232734,0.000050915183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016752469,0.00070116465,0.00066829013,0.0058334167,0.0013918921,0.002015792,0.0011478278,0.0010436872,0.0006890794],"category_scores_gemma":[0.002702344,0.00028139324,0.00074230554,0.004522164,0.0007240088,0.0008346229,0.00064878026,0.00033793173,0.00011484025],"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":[0.00017173115,0.00018184842,0.012817504,0.00014656926,0.00014148816,0.00013095228,0.0005369053,0.8682619,0.0042640385,0.011620172,0.00079128915,0.10093556],"study_design_scores_gemma":[0.0000064636724,0.000044967743,0.006687337,0.000024499559,0.000029889483,0.000032787535,0.0005470625,0.98469204,0.002510058,0.0047353753,0.0006594829,0.000030115492],"about_ca_topic_score_codex":0.055400703,"about_ca_topic_score_gemma":0.047003377,"teacher_disagreement_score":0.055400703,"about_ca_system_score_codex":0.004516262,"about_ca_system_score_gemma":0.0021563782,"threshold_uncertainty_score":0.11015648},"labels":[],"label_agreement":null},{"id":"W3031223132","doi":"10.5539/jsd.v13n3p33","title":"Benchmarking Case Study, Applying Sustainable -Eco - Building Assessment Method (SEBAM) in Greater Khartoum, Comparing with Global Systems","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Benchmarking; Sustainable development; Sample (material); Business; Capital city; Environmental resource management; Computer science; Environmental economics; Geography; Environmental science; Political science; Economics; Marketing","score_opus":0.021847749781847697,"score_gpt":0.2826765609184864,"score_spread":0.2608288111366387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031223132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840307,0.0001432801,0.0017967024,0.00024193221,0.00001366292,0.00018303165,0.00020535516,0.000013225543,0.013372124],"genre_scores_gemma":[0.9935003,0.00015459293,0.0027044408,0.000041961222,0.000004589024,0.000098333105,0.0001357296,0.0000067967194,0.0033532388],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876165,0.0006148208,0.00006622446,0.00010536817,0.0002497555,0.00020223792],"domain_scores_gemma":[0.99903226,0.0003212434,0.00012457866,0.000102687605,0.0002913362,0.00012798328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012570962,0.00022614612,0.00018084832,0.00095493405,0.0022559802,0.0011391042,0.00053357484,0.0006085261,0.0034285611],"category_scores_gemma":[0.0023056057,0.00010308954,0.00016110187,0.002295271,0.0007632985,0.00070700236,0.00096323434,0.0003354924,0.0002805831],"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":[0.0014090673,0.004210531,0.35194957,0.00197448,0.00013408158,0.03429213,0.10034603,0.026479702,0.022099635,0.051648557,0.019752447,0.38570377],"study_design_scores_gemma":[0.00010885469,0.0026107035,0.4349688,0.0006043595,0.000103640625,0.0062971744,0.37240535,0.01629271,0.023319488,0.006502082,0.1366712,0.00011563666],"about_ca_topic_score_codex":0.0098725865,"about_ca_topic_score_gemma":0.027909286,"teacher_disagreement_score":0.0098725865,"about_ca_system_score_codex":0.002438706,"about_ca_system_score_gemma":0.0012262242,"threshold_uncertainty_score":0.019630253},"labels":[],"label_agreement":null},{"id":"W3031985534","doi":"10.71781/3017","title":"Limits and opportunities of integrated design in sustainable buildings : the need for a more comprehensive project process","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Process (computing); Engineering; Design process; Architectural engineering; Systems engineering; Construction engineering; Process management; Computer science; Work in process; Operations management","score_opus":0.06955598826107261,"score_gpt":0.3329593934145127,"score_spread":0.2634034051534401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031985534","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41156712,0.010589884,0.36046526,0.061002135,0.00038569845,0.0046185376,0.00010032684,0.00047796615,0.15079314],"genre_scores_gemma":[0.79645944,0.0026708364,0.19228089,0.0015162636,0.00006915061,0.002582525,0.00009688504,0.00012268483,0.0042013763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8173237,0.12970111,0.0077330037,0.0062868698,0.032926794,0.0060286066],"domain_scores_gemma":[0.840494,0.1081188,0.0074128383,0.016079389,0.017746862,0.010148201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1733824,0.0011727907,0.0015915836,0.0037510563,0.010568674,0.029880999,0.005503626,0.0049906615,0.0037944126],"category_scores_gemma":[0.12131716,0.001643012,0.0015349844,0.0037806018,0.031634413,0.028621672,0.028001264,0.00899483,0.00078675116],"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":[0.00014641791,0.0013888241,0.018231506,0.0021715926,0.00014340822,0.0007440223,0.21453725,0.010599628,0.0021976307,0.39505407,0.0036404284,0.35114518],"study_design_scores_gemma":[0.0002135412,0.0012537192,0.012339452,0.0076334146,0.00014484792,0.0011897136,0.24416673,0.011766244,0.003089781,0.49043292,0.22748984,0.0002798174],"about_ca_topic_score_codex":0.006524814,"about_ca_topic_score_gemma":0.0064433385,"teacher_disagreement_score":0.1733824,"about_ca_system_score_codex":0.022715714,"about_ca_system_score_gemma":0.06654367,"threshold_uncertainty_score":0.91694474},"labels":[],"label_agreement":null},{"id":"W3033731436","doi":"10.3390/su12114670","title":"The Quest for an Adequate Test: Justifying the Sustainable City as an Order of Worth","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Politics; Sociology; Sustainable city; Sustainable development; Context (archaeology); Redevelopment; Environmental ethics; Vagueness; Epistemology; Social science; Political science; Law","score_opus":0.022893135682924285,"score_gpt":0.2932573540118715,"score_spread":0.2703642183289472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033731436","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02841444,0.15860859,0.05302493,0.49502224,0.009109105,0.00018184606,0.00006847781,0.00013802366,0.25543237],"genre_scores_gemma":[0.8849905,0.05001472,0.016417889,0.035101246,0.004311172,0.00036130837,0.00006810949,0.0001971287,0.008537855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94476885,0.0377733,0.0024569752,0.0024073075,0.010927229,0.0016664346],"domain_scores_gemma":[0.8960635,0.08660235,0.0039697364,0.003207326,0.008898366,0.0012587175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039398357,0.0008559268,0.0015082734,0.0049326858,0.005663476,0.019610437,0.0027904809,0.009909225,0.0021916316],"category_scores_gemma":[0.07698728,0.0004541161,0.0006776691,0.002851162,0.10663515,0.024866443,0.0076625054,0.01250155,0.0006654841],"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":[0.00000909797,0.0000060849707,0.00014131403,0.00031684627,0.000005631114,0.00008665929,0.008753313,0.00015346984,0.00007211477,0.9748257,0.0031050185,0.012524739],"study_design_scores_gemma":[0.000012870659,0.000047037804,0.0005235237,0.0026277148,0.000017198552,0.0001500148,0.019507416,0.00050410593,0.00038299186,0.81254524,0.16363353,0.000048315655],"about_ca_topic_score_codex":0.005751095,"about_ca_topic_score_gemma":0.005938501,"teacher_disagreement_score":0.039398357,"about_ca_system_score_codex":0.011536314,"about_ca_system_score_gemma":0.014282948,"threshold_uncertainty_score":0.20836091},"labels":[],"label_agreement":null},{"id":"W3035882617","doi":"10.3390/en13123158","title":"Investigating the Interrelationships among Occupant Attitude, Knowledge and Behaviour in LEED-Certified Buildings Using Structural Equation Modelling","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"George Brown College","funders":"","keywords":"Structural equation modeling; Certification; Energy consumption; Consumption (sociology); Environmental economics; Environmental design; Psychology; Architectural engineering; Business; Engineering; Mathematics; Economics; Civil engineering; Statistics; Sociology","score_opus":0.07884624855730261,"score_gpt":0.28078889075940927,"score_spread":0.20194264220210667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035882617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861073,0.000030404099,0.00078192394,0.000084930834,0.0000031078202,0.000023621515,0.00012237414,0.0000050007866,0.00033793465],"genre_scores_gemma":[0.99822754,0.00004665818,0.0011110952,0.000017273327,0.0000021583228,0.000044592256,0.00025642457,0.0000018206559,0.00029248683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984091,0.0008744583,0.00011835228,0.00019431359,0.00020204086,0.00020181785],"domain_scores_gemma":[0.99467176,0.003876531,0.0007166425,0.00020709493,0.0003525287,0.00017545221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027217062,0.00056528323,0.00048281287,0.0015571904,0.0005710998,0.0012943606,0.00083783484,0.0008126698,0.0023482721],"category_scores_gemma":[0.005773862,0.0004316846,0.001435405,0.0013071545,0.0005393593,0.00083943276,0.0014178657,0.0009638729,0.00024131467],"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":[0.000070904774,0.0005493038,0.98375493,0.000065516564,0.00026265226,0.00013336832,0.0032214082,0.0045504672,0.00042874942,0.0005274032,0.00013157792,0.0063037807],"study_design_scores_gemma":[0.000022116543,0.0004966633,0.90971553,0.00013030748,0.00024129909,0.00010805547,0.0086052045,0.07866013,0.00047307007,0.0007492176,0.0007597061,0.00003875752],"about_ca_topic_score_codex":0.03380741,"about_ca_topic_score_gemma":0.03898444,"teacher_disagreement_score":0.03380741,"about_ca_system_score_codex":0.0014399814,"about_ca_system_score_gemma":0.0016951236,"threshold_uncertainty_score":0.067221224},"labels":[],"label_agreement":null},{"id":"W3036991910","doi":"10.1088/1755-1315/503/1/012042","title":"Sustainable Building Certification in Chile","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Certification; Political science; Sustainable development; Geography; Environmental planning; Business; Library science; Engineering; Environmental resource management; Environmental science","score_opus":0.012774736556558067,"score_gpt":0.20313266685256148,"score_spread":0.19035793029600342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036991910","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3241892,0.011756964,0.0036115944,0.013592737,0.00078102964,0.0009997279,0.002624801,0.00040723287,0.6420368],"genre_scores_gemma":[0.8968056,0.0040386315,0.003022879,0.0011447994,0.0001189058,0.00034708876,0.0021531582,0.00005386724,0.09231512],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99808574,0.00029990735,0.00009026975,0.00014658224,0.0010626744,0.00031489338],"domain_scores_gemma":[0.9950671,0.0008201078,0.00042608884,0.00032502948,0.0029308992,0.00043079577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00382353,0.00021994289,0.00014229068,0.0025480762,0.0013737758,0.0021289922,0.0007105752,0.00068890146,0.009320306],"category_scores_gemma":[0.0071671912,0.00020130932,0.0002384544,0.0022916433,0.0011147255,0.0009765844,0.002215563,0.0010934528,0.00081497454],"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":[0.0002633627,0.00052417896,0.1008729,0.0033326806,0.000062358755,0.0046289284,0.014104549,0.006069248,0.009074197,0.18535304,0.15121174,0.5245029],"study_design_scores_gemma":[0.000047785692,0.00012670989,0.15912852,0.0011348154,0.000021442844,0.0005067915,0.007408707,0.0010370566,0.004109477,0.005460208,0.8209535,0.00006493873],"about_ca_topic_score_codex":0.0705459,"about_ca_topic_score_gemma":0.05926567,"teacher_disagreement_score":0.0705459,"about_ca_system_score_codex":0.0097030215,"about_ca_system_score_gemma":0.021055032,"threshold_uncertainty_score":0.14027059},"labels":[],"label_agreement":null},{"id":"W3037838347","doi":"10.1061/(asce)me.1943-5479.0000822","title":"Prioritizing Preproject Planning Activities Using Value of Information Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Management in Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scope (computer science); Prioritization; Resource allocation; Computer science; Process (computing); Reuse; Risk analysis (engineering); Operations research; Process management; Business; Engineering","score_opus":0.01462366445022767,"score_gpt":0.24653061715950397,"score_spread":0.2319069527092763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037838347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044844247,0.00052733807,0.9439588,0.00051848945,0.000022027241,0.0005508777,0.00019169463,0.00040073635,0.0089857215],"genre_scores_gemma":[0.47534162,0.00047938302,0.52160954,0.000046061774,0.000023476814,0.00041209493,0.000382786,0.00016754754,0.0015375656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99400806,0.0029264623,0.00031977266,0.0005010599,0.0017578469,0.0004867472],"domain_scores_gemma":[0.9898323,0.00625433,0.0013993492,0.0006671259,0.0015642536,0.00028266158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006622535,0.0020730372,0.0017951278,0.0062279375,0.0010780632,0.004819618,0.0016442005,0.0008847172,0.0031970977],"category_scores_gemma":[0.01246757,0.00089668337,0.0015966083,0.0042309063,0.00089488673,0.0037110236,0.0022691998,0.0014132693,0.00033051835],"study_design_candidate":"theoretical_or_conceptual","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":[0.00019962968,0.0003936965,0.010232804,0.00067534007,0.00027685825,0.00024012149,0.00068505725,0.5211237,0.006737602,0.043307662,0.0024791302,0.41364837],"study_design_scores_gemma":[0.000034135934,0.00037730142,0.005527565,0.00019703989,0.00015736846,0.00012609939,0.0007384417,0.940995,0.007830224,0.0385464,0.0053536925,0.00011669507],"about_ca_topic_score_codex":0.007700667,"about_ca_topic_score_gemma":0.012443459,"teacher_disagreement_score":0.007700667,"about_ca_system_score_codex":0.0034005127,"about_ca_system_score_gemma":0.00719156,"threshold_uncertainty_score":0.03502375},"labels":[],"label_agreement":null},{"id":"W3039895619","doi":"10.53910/26531313-e200471424-426231","title":"Green Buildings Policy: An analysis of three market-oriented innovations","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Green building; Architectural engineering; Engineering; Business","score_opus":0.008233697515697889,"score_gpt":0.24163626634308674,"score_spread":0.23340256882738886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039895619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4932751,0.0020312658,0.009314455,0.014043778,0.00010108834,0.0007632277,0.00081450253,0.00011154704,0.47954512],"genre_scores_gemma":[0.9865345,0.0007139217,0.0007398012,0.0004666273,0.000033415374,0.00015542803,0.00008978523,0.000014108739,0.011252461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963271,0.0010258966,0.000066310204,0.00016744251,0.00062847405,0.001784888],"domain_scores_gemma":[0.9928726,0.004479866,0.00081742054,0.0002060918,0.0006753573,0.0009486572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031897118,0.0004812812,0.0006260339,0.0017848194,0.0020100963,0.0077284523,0.0012179067,0.0037976403,0.016767353],"category_scores_gemma":[0.010233706,0.00038698755,0.0014363773,0.0026707747,0.00416628,0.00475647,0.0023627956,0.0030958462,0.0004781368],"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":[0.0004794732,0.0004511256,0.004997155,0.00010930894,0.00006327016,0.00019904823,0.00061825727,0.023691887,0.00034353178,0.9548601,0.003204916,0.0109820245],"study_design_scores_gemma":[0.0011810766,0.0015980623,0.08470329,0.00032950655,0.0005192465,0.00018644215,0.013049866,0.13650557,0.001950489,0.65647525,0.10329398,0.0002073116],"about_ca_topic_score_codex":0.05550995,"about_ca_topic_score_gemma":0.053281587,"teacher_disagreement_score":0.05550995,"about_ca_system_score_codex":0.022829395,"about_ca_system_score_gemma":0.0095535135,"threshold_uncertainty_score":0.16563964},"labels":[],"label_agreement":null},{"id":"W3043905300","doi":"10.1016/j.erss.2020.101687","title":"Motivations, barriers and leverage points: Exploring pathways for energy consumption reduction in Canadian commercial office buildings","year":2020,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive reframing; Efficient energy use; Business; Energy consumption; Environmental economics; Greenhouse gas; Leverage (statistics); Context (archaeology); Environmental resource management; Economics; Engineering; Computer science","score_opus":0.10815354992002055,"score_gpt":0.31921953183266194,"score_spread":0.2110659819126414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043905300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98272103,0.00026914626,0.00028796226,0.0016632697,0.000008564575,0.000075686454,0.0002991759,0.000006564058,0.014668642],"genre_scores_gemma":[0.9972958,0.00020380192,0.00029571977,0.000064850836,0.0000010152773,0.000020139614,0.00009250414,0.000005102164,0.0020211258],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977423,0.0003287455,0.000050084913,0.0001516447,0.00049956475,0.0012276511],"domain_scores_gemma":[0.99737453,0.00058286067,0.0003876179,0.00007302084,0.00077201065,0.0008099326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016268357,0.0003856055,0.0003454277,0.0016083423,0.0074684722,0.0056304177,0.0019928378,0.0011877986,0.0047436776],"category_scores_gemma":[0.0051836455,0.00045829633,0.0007132548,0.002808012,0.003028363,0.0017977912,0.0042287996,0.002063791,0.00020552319],"study_design_candidate":"qualitative","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":[0.0004444061,0.0008487128,0.75529987,0.0003099435,0.00015208806,0.0006267782,0.12383477,0.0025845726,0.0012677893,0.0459808,0.005471963,0.06317838],"study_design_scores_gemma":[0.000022099037,0.00007637709,0.6202371,0.00033067938,0.000086140455,0.00006243651,0.35232878,0.0027299658,0.00052366045,0.004813463,0.018688321,0.00010090913],"about_ca_topic_score_codex":0.9790989,"about_ca_topic_score_gemma":0.99384993,"teacher_disagreement_score":0.0542876,"about_ca_system_score_codex":0.0542876,"about_ca_system_score_gemma":0.087757796,"threshold_uncertainty_score":0.3938859},"labels":[],"label_agreement":null},{"id":"W3044686892","doi":"10.1016/j.techfore.2020.120200","title":"Does the private university sector exploit sustainable residential life in the name of supporting the fourth industrial revolution?","year":2020,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Private sector; Sustainability; Business; Industrial Revolution; Boom; Economic growth; Population; Index (typography); Exploit; Sustainable development; Economics; Engineering; Political science; Sociology","score_opus":0.08749336817339282,"score_gpt":0.24126116463990963,"score_spread":0.1537677964665168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044686892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5455054,0.0027857113,0.0017160831,0.31371203,0.00034947862,0.000018067942,0.00016384108,0.000038810707,0.13571052],"genre_scores_gemma":[0.99207366,0.0011089598,0.000101238154,0.0023430826,0.00009966252,0.0000029052264,0.000019930698,0.000006129461,0.004244288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983689,0.00048070436,0.000020200854,0.00007683517,0.00023735157,0.0008160513],"domain_scores_gemma":[0.9942737,0.0019514061,0.0012048399,0.00031196213,0.0010502096,0.0012077757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506915,0.000097951895,0.0002186234,0.0006225039,0.0017769549,0.0061497474,0.0004336199,0.002214269,0.008540958],"category_scores_gemma":[0.00784918,0.00008644077,0.00019047216,0.0013552255,0.0034860836,0.0056025665,0.0013796608,0.0013923197,0.0011595682],"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":[0.00039386662,0.0007606994,0.18289378,0.0002429779,0.00007291732,0.00038857668,0.013910193,0.0011556527,0.0014744792,0.54232436,0.048465066,0.20791751],"study_design_scores_gemma":[0.000052044626,0.00022760773,0.2057292,0.0007111806,0.00006221778,0.00034414264,0.22932139,0.0038309249,0.0025848746,0.168512,0.38855746,0.00006692031],"about_ca_topic_score_codex":0.020253934,"about_ca_topic_score_gemma":0.041889198,"teacher_disagreement_score":0.020253934,"about_ca_system_score_codex":0.004027039,"about_ca_system_score_gemma":0.008735952,"threshold_uncertainty_score":0.040272057},"labels":[],"label_agreement":null},{"id":"W3046424500","doi":"10.3390/su12156172","title":"Implementing Community Sustainability Plans through Partnership: Examining the Relationship between Partnership Structural Features and Climate Change Mitigation Outcomes","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of Waterloo; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"General partnership; Sustainability; Action plan; Climate change; Business; Stakeholder; Government (linguistics); Stakeholder engagement; Climate change mitigation; Corporate governance; Community engagement; Environmental resource management; Environmental planning; Process management; Public relations; Political science; Economics; Management; Geography","score_opus":0.09551091967060878,"score_gpt":0.3470557832808732,"score_spread":0.25154486361026446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046424500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936985,0.0001548618,0.0012840392,0.00055371923,0.000008606711,0.00010060447,0.00008305083,0.0000058790592,0.004110558],"genre_scores_gemma":[0.9989698,0.00007890157,0.00056520506,0.000026644306,0.0000031122927,0.000080427926,0.000062209896,0.0000020114162,0.00021165558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98712593,0.0083197,0.0005486349,0.00065578613,0.0020336309,0.0013163071],"domain_scores_gemma":[0.9356038,0.032194458,0.020464554,0.0015713536,0.0051360168,0.00502977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0149378,0.00029846138,0.00032603485,0.0015594602,0.0013034063,0.0024471763,0.0006833766,0.00062601094,0.0027426458],"category_scores_gemma":[0.04956409,0.00018194316,0.0004764766,0.0016632155,0.0017439837,0.0026066059,0.005434041,0.0016332173,0.00018261596],"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":[0.00018311861,0.0012692848,0.9341705,0.0001490639,0.00028502857,0.00008448883,0.011485627,0.000979888,0.0002378035,0.0029217836,0.0003769091,0.04785653],"study_design_scores_gemma":[0.000024919273,0.00086758315,0.9490517,0.00018202222,0.00012845603,0.00008190352,0.041125394,0.0022260658,0.00047795795,0.0035977045,0.0022063782,0.000029986],"about_ca_topic_score_codex":0.005309976,"about_ca_topic_score_gemma":0.012325363,"teacher_disagreement_score":0.0149378,"about_ca_system_score_codex":0.0023916035,"about_ca_system_score_gemma":0.0038735727,"threshold_uncertainty_score":0.07899958},"labels":[],"label_agreement":null},{"id":"W3046566973","doi":"10.5539/jsd.v13n4p178","title":"Sustainable Development in Healthcare Facilities. Case Study: Swedish and Greek Hospital","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Health care; Business; Sustainable development; Healthcare system; Knowledge management; Political science; Economic growth; Computer science; Economics","score_opus":0.014166598675376242,"score_gpt":0.23645748155290505,"score_spread":0.22229088287752882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046566973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772251,0.0010991809,0.0022087316,0.0030344222,0.000080995174,0.00013031499,0.00017300503,0.000035889665,0.016012348],"genre_scores_gemma":[0.9925412,0.0008086511,0.0018631446,0.000433946,0.000026795373,0.00005377969,0.00005468967,0.000009206431,0.0042087],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99768114,0.0013023019,0.00009334488,0.00013922839,0.00024119175,0.0005426949],"domain_scores_gemma":[0.99884486,0.00039525947,0.00017656847,0.00006156979,0.000099506055,0.00042216192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013011656,0.00051374245,0.00031917286,0.0013786869,0.00576294,0.0023820966,0.0012163109,0.0033342328,0.0030942247],"category_scores_gemma":[0.0016377744,0.00028324398,0.00059205777,0.0016922066,0.0031561237,0.001042383,0.004017856,0.0011335085,0.00042016327],"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":[0.00049143174,0.0025342533,0.10367512,0.0025376417,0.00019595493,0.43226972,0.25382248,0.015620678,0.0059484625,0.051162407,0.01708426,0.114657626],"study_design_scores_gemma":[0.00006800306,0.0013820404,0.027714834,0.0008549769,0.000071688875,0.083883666,0.7387664,0.0033863254,0.004375693,0.006326293,0.13303137,0.00013864686],"about_ca_topic_score_codex":0.009094851,"about_ca_topic_score_gemma":0.016952865,"teacher_disagreement_score":0.009094851,"about_ca_system_score_codex":0.003973687,"about_ca_system_score_gemma":0.003155317,"threshold_uncertainty_score":0.028831303},"labels":[],"label_agreement":null},{"id":"W3046815665","doi":"10.5539/jsd.v13n4p164","title":"Impacts of Green Office Projects in Thailand: An Evaluation Consistent with Sustainable Development Goals (SDGs)","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Business; Promotion (chess); Sustainable development; Audit; Environmental quality; Quality (philosophy); Operations management; Environmental resource management; Management; Engineering; Economics; Accounting; Political science","score_opus":0.023634086255790113,"score_gpt":0.2534273691324892,"score_spread":0.2297932828766991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046815665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799748,0.0004589272,0.0019204244,0.0002865289,0.000029160743,0.0018473834,0.00039161247,0.00003551735,0.015055511],"genre_scores_gemma":[0.99160516,0.00060049177,0.004896392,0.00008951495,0.000014147973,0.00089667336,0.00026273474,0.000010190363,0.0016246105],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97774166,0.012203054,0.0015932425,0.0004644945,0.007040608,0.00095703197],"domain_scores_gemma":[0.9783546,0.005919558,0.0038594408,0.00067652913,0.009320521,0.001869329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021264344,0.00077504345,0.0004952689,0.0018372848,0.0014035907,0.0024824915,0.00052751414,0.0005971068,0.0018303267],"category_scores_gemma":[0.013356016,0.00023061795,0.0010328453,0.0020065687,0.0009836404,0.0015819737,0.0019898347,0.00070241437,0.00020303475],"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":[0.005837992,0.013979654,0.3773686,0.0102116745,0.0011540995,0.00307409,0.037431303,0.031763554,0.022762217,0.004160162,0.0071161836,0.4851405],"study_design_scores_gemma":[0.0008299217,0.05311458,0.747765,0.002775737,0.0014113358,0.0009633157,0.112583995,0.013752294,0.031326067,0.0022772918,0.032777887,0.00042261794],"about_ca_topic_score_codex":0.0054033115,"about_ca_topic_score_gemma":0.009690778,"teacher_disagreement_score":0.021264344,"about_ca_system_score_codex":0.003902189,"about_ca_system_score_gemma":0.006057918,"threshold_uncertainty_score":0.11245793},"labels":[],"label_agreement":null},{"id":"W3047700600","doi":"10.1016/j.enbuild.2020.110367","title":"A review of data collection and analysis requirements for certified green buildings","year":2020,"lang":"en","type":"review","venue":"Energy and Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Resources Canada","keywords":"Certification; Post-occupancy evaluation; Data collection; Green building; Gap analysis (conservation); Computer science; Engineering; Risk analysis (engineering); Architectural engineering; Business","score_opus":0.07641180932811087,"score_gpt":0.33542707325529914,"score_spread":0.25901526392718827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047700600","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041018453,0.98435485,0.004475861,0.003209811,0.00087445637,0.00043040342,0.0011693365,0.000071500726,0.0050035464],"genre_scores_gemma":[0.002287492,0.9833574,0.009645171,0.0019365133,0.00023374286,0.00036373604,0.00109391,0.000035101224,0.0010469545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9881166,0.003171974,0.0029690824,0.0008407436,0.0045935996,0.00030806827],"domain_scores_gemma":[0.93540823,0.04089897,0.004714526,0.0014968911,0.016824616,0.0006567514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02601021,0.001244547,0.0027741285,0.009089816,0.0008069944,0.0031813537,0.0033186814,0.0019913362,0.0042061866],"category_scores_gemma":[0.04795442,0.0009845148,0.0019813585,0.0075645475,0.0017195318,0.0035025214,0.0018463115,0.0027931945,0.0020469744],"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":[0.000064241496,0.00006383489,0.0004483785,0.10096448,0.00014628193,0.000110625784,0.00019475997,0.00034480356,0.0013929178,0.009123726,0.04027728,0.84686863],"study_design_scores_gemma":[0.000023038976,0.00008997074,0.00203254,0.07752512,0.00041108587,0.00029865207,0.00019012451,0.00015163368,0.0011718093,0.002301941,0.9157595,0.000044454428],"about_ca_topic_score_codex":0.012499219,"about_ca_topic_score_gemma":0.026348729,"teacher_disagreement_score":0.02601021,"about_ca_system_score_codex":0.00430279,"about_ca_system_score_gemma":0.020982325,"threshold_uncertainty_score":0.13755679},"labels":[],"label_agreement":null},{"id":"W3065008241","doi":"10.20944/preprints202008.0402.v1","title":"Sustainable Complete Streets Design Criteria and Case Study in Naples, Italy","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Building Design and Assessment","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Public space; Environmental planning; Urban planning; Architectural engineering; Space (punctuation); Urban design; Quality (philosophy); Transport engineering; Sustainable development; Civil engineering; Geography; Computer science; Engineering; Political science","score_opus":0.16078943813696264,"score_gpt":0.35257139670103194,"score_spread":0.1917819585640693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3065008241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88694143,0.0006740836,0.02024155,0.0006778057,0.000037659032,0.0011473517,0.0010674222,0.000114915405,0.08909789],"genre_scores_gemma":[0.9388331,0.00054500333,0.040262405,0.000064557484,0.000019171168,0.0009921968,0.0010375619,0.000047093272,0.018198883],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986992,0.00064561365,0.0000651565,0.000120815384,0.0003180643,0.00015114027],"domain_scores_gemma":[0.99924064,0.00033650297,0.00008673126,0.00009260361,0.00012928343,0.0001143539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011567627,0.0006275271,0.00025637378,0.0018222185,0.0016632979,0.0016665523,0.0011459494,0.0013252149,0.0051947767],"category_scores_gemma":[0.0016640534,0.000224266,0.00044140333,0.0024262988,0.0017707059,0.00080247084,0.0013447751,0.00043196368,0.000618177],"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":[0.0007876657,0.0028273417,0.07312464,0.004596903,0.00022484853,0.0624688,0.05013095,0.26429385,0.014368118,0.2285675,0.052335482,0.24627389],"study_design_scores_gemma":[0.00038813625,0.0017354339,0.15175948,0.0018286171,0.00022925258,0.01338026,0.07488193,0.15744753,0.017326167,0.04824209,0.5324387,0.00034238145],"about_ca_topic_score_codex":0.023215959,"about_ca_topic_score_gemma":0.070254415,"teacher_disagreement_score":0.023215959,"about_ca_system_score_codex":0.004884562,"about_ca_system_score_gemma":0.0016484335,"threshold_uncertainty_score":0.04616165},"labels":[],"label_agreement":null},{"id":"W3081334413","doi":"10.1016/j.rser.2020.110199","title":"Evaluation of financial incentives for green buildings in Canadian landscape","year":2020,"lang":"en","type":"review","venue":"Renewable and Sustainable Energy Reviews","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Incentive; Business; Government (linguistics); Promotion (chess); Distribution (mathematics); Environmental planning; Finance; Environmental economics; Geography; Economics; Political science","score_opus":0.03130746986110503,"score_gpt":0.29374126530456235,"score_spread":0.2624337954434573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081334413","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013650159,0.99321294,0.00011453601,0.001231087,0.00014026756,0.000041279978,0.00012250851,0.0000051559664,0.003767187],"genre_scores_gemma":[0.022070725,0.9752025,0.00047033472,0.0007146848,0.000081949715,0.00003922283,0.000108960616,0.0000043594264,0.0013073871],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968573,0.0007399473,0.00021806463,0.0001786698,0.0017175389,0.00028853957],"domain_scores_gemma":[0.99168056,0.004034854,0.001098935,0.000114352864,0.0027795036,0.00029174943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075128954,0.00078795163,0.001362363,0.0035831446,0.0006252829,0.0023911214,0.0017308268,0.0013210375,0.0053204806],"category_scores_gemma":[0.011359991,0.00028795341,0.0010069502,0.005741437,0.00085812964,0.0010275979,0.00074270746,0.0013973835,0.00020167915],"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":[0.00041008164,0.00010845863,0.0009569086,0.07487174,0.0005658927,0.0000818065,0.00022488221,0.0019112328,0.000822592,0.01726302,0.028943425,0.87384],"study_design_scores_gemma":[0.00019178337,0.00028359212,0.016110016,0.096175425,0.0021363755,0.00013594292,0.000453188,0.0006699064,0.0011036182,0.0024984065,0.88016707,0.00007470107],"about_ca_topic_score_codex":0.3580131,"about_ca_topic_score_gemma":0.6155468,"teacher_disagreement_score":0.6419869,"about_ca_system_score_codex":0.01909322,"about_ca_system_score_gemma":0.035810325,"threshold_uncertainty_score":0.71185845},"labels":[],"label_agreement":null},{"id":"W3083059792","doi":"10.3390/su12187245","title":"Urban Sustainability: From Theory Influences to Practical Agendas","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":63,"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":"Sustainability; Credibility; Political science; Environmental planning; Sustainability organizations; Social sustainability; Urban metabolism; Urban planning; Urban density; Environmental resource management; Economics; Engineering; Geography; Ecology","score_opus":0.017216971749193163,"score_gpt":0.2935111240286172,"score_spread":0.276294152279424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083059792","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013966049,0.18022543,0.0349957,0.5556154,0.003547788,0.00010031547,0.00013522952,0.00014682022,0.21126728],"genre_scores_gemma":[0.7287983,0.20202537,0.016856583,0.034108717,0.0045557013,0.00038908524,0.00016321089,0.00032118292,0.012781886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9838794,0.011507948,0.0004374786,0.0010865538,0.0022326743,0.00085594994],"domain_scores_gemma":[0.9780182,0.017948784,0.0006240415,0.0012022813,0.0016334676,0.0005733727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021609092,0.0012446049,0.0012960094,0.005367798,0.005700683,0.022969183,0.0021979597,0.005028433,0.0053835567],"category_scores_gemma":[0.016915912,0.00072906655,0.0004891805,0.0043547195,0.07488657,0.023586866,0.010950696,0.009411523,0.00087958237],"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":[0.000004957143,0.000012370417,0.00018249532,0.0003137647,0.000006575796,0.00004081185,0.004687557,0.00041295998,0.000049503287,0.97665316,0.0054099923,0.01222578],"study_design_scores_gemma":[0.000004691146,0.000011603569,0.00019407959,0.0014439328,0.0000074151026,0.00004729592,0.013485407,0.00031125537,0.0001405284,0.82646435,0.15787734,0.00001215246],"about_ca_topic_score_codex":0.004190784,"about_ca_topic_score_gemma":0.0044685137,"teacher_disagreement_score":0.022969183,"about_ca_system_score_codex":0.015626814,"about_ca_system_score_gemma":0.011916571,"threshold_uncertainty_score":0.11428118},"labels":[],"label_agreement":null},{"id":"W3088198235","doi":"10.21608/jesaun.2019.115507","title":"GREEN BUILDING INFORMATION MODELING (BIM) AND SUSTAINABLE DEVELOPMENT CASE STUDY: UNIVERSITY OF CANADA, THE NEW ADMINISTRATIVE CAPITAL, CAIRO, EGYPT","year":2019,"lang":"en","type":"article","venue":"JES. Journal of Engineering Sciences/JES. Journal of engineering sciences","topic":"Sustainable Building Design and Assessment","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":"Building information modeling; Sustainable development; Green building; Capital (architecture); Environmental planning; Business; Regional science; Environmental resource management; Political science; Geography; Architectural engineering; Engineering; Operations management; Economics; Archaeology","score_opus":0.012647654212273412,"score_gpt":0.21963303412652524,"score_spread":0.20698537991425184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088198235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508581,0.00030859755,0.0023056003,0.001174625,0.000012851219,0.00025450208,0.0004946671,0.000061130966,0.044530045],"genre_scores_gemma":[0.98048407,0.00035892907,0.0033663034,0.000065396205,0.0000025391514,0.00006184424,0.00019969982,0.000012781976,0.015448452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994629,0.00012549337,0.000016682892,0.00004198105,0.0001656664,0.00018738782],"domain_scores_gemma":[0.999567,0.000117820666,0.000028209943,0.00002788517,0.00012983878,0.00012913637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052655087,0.00029092177,0.00021293282,0.0008276832,0.0054975115,0.001889259,0.0009284057,0.0012297156,0.0033857392],"category_scores_gemma":[0.0009174249,0.00020066675,0.00021764671,0.0024136421,0.001651824,0.0006765047,0.0011901191,0.0006636401,0.00030231668],"study_design_candidate":"observational","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":[0.0011666822,0.0035782997,0.14315164,0.0017112604,0.0001601061,0.06110932,0.21891703,0.13258971,0.015219453,0.10927498,0.04105116,0.27207038],"study_design_scores_gemma":[0.00016661077,0.0005018365,0.115432575,0.00042662793,0.00015005578,0.002998884,0.49725503,0.07955103,0.014719689,0.00511964,0.28346288,0.00021511703],"about_ca_topic_score_codex":0.7921642,"about_ca_topic_score_gemma":0.9139269,"teacher_disagreement_score":0.7921642,"about_ca_system_score_codex":0.014424108,"about_ca_system_score_gemma":0.015270783,"threshold_uncertainty_score":0.41811955},"labels":[],"label_agreement":null},{"id":"W3100785797","doi":"10.6000/1929-4409.2020.09.70","title":"Gender Issues in the Built Environment: A Study on the Role of Architecture for a Sustainable Society","year":2020,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Built environment; Sustainable development; Sustainable design; Gender equality; Sustainable society; Gender balance; Sociology; Sustainability; Psychology; Political science; Engineering; Gender studies; Civil engineering; Law; Geography","score_opus":0.041977539552604935,"score_gpt":0.29881932028582553,"score_spread":0.2568417807332206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100785797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97905123,0.001526369,0.0003354854,0.0021885326,0.000067903275,0.00003669397,0.000029275554,0.0000020285129,0.016762557],"genre_scores_gemma":[0.99427706,0.0013709451,0.00015910713,0.00050929235,0.000020013767,0.000026587339,0.00000850891,0.0000031176091,0.003625439],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975979,0.0014692019,0.00006315311,0.00013991795,0.00032777232,0.00040213502],"domain_scores_gemma":[0.99700624,0.0018819167,0.0003720606,0.000054136533,0.00026663305,0.0004191518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004824286,0.0003186563,0.00049028033,0.0010843058,0.006294601,0.0034174628,0.00051419705,0.0011025575,0.00440247],"category_scores_gemma":[0.0040113907,0.0002877646,0.00031107696,0.0011945621,0.0039764186,0.0034739627,0.0020247763,0.0014138753,0.00033788456],"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":[0.000044158693,0.00026097905,0.036600746,0.00021120202,0.0000097351485,0.00091885787,0.92963606,0.00003847533,0.0004893707,0.010755863,0.0016594273,0.019375151],"study_design_scores_gemma":[0.0000031386573,0.000100804325,0.0217297,0.00014685052,0.000009219768,0.00026078292,0.95879626,0.000048818732,0.000105526226,0.0007632472,0.018027479,0.0000081889375],"about_ca_topic_score_codex":0.0068939067,"about_ca_topic_score_gemma":0.018124893,"teacher_disagreement_score":0.0068939067,"about_ca_system_score_codex":0.0021054698,"about_ca_system_score_gemma":0.0027396479,"threshold_uncertainty_score":0.02551353},"labels":[],"label_agreement":null},{"id":"W3110067467","doi":"10.1088/1755-1315/588/2/022008","title":"Implications of using systematic decomposition structures to organize building LCA information: A comparative analysis of national standards and guidelines- IEA EBC ANNEX 72","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec","funders":"Bundesamt für Energie; Bundesministerium für Verkehr, Innovation und Technologie; Österreichische Forschungsförderungsgesellschaft; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Life-cycle assessment; Context (archaeology); Decomposition; Transparency (behavior); Computer science; Reliability (semiconductor); Database","score_opus":0.026922258133158006,"score_gpt":0.29503174997948867,"score_spread":0.26810949184633065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110067467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589924,0.0055562486,0.042451635,0.003495642,0.00023081272,0.0044927886,0.0030644936,0.00022811715,0.08148792],"genre_scores_gemma":[0.9205163,0.0014426227,0.07045368,0.00052246265,0.000019461444,0.0027938848,0.0030277933,0.000103402876,0.0011205074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.77776504,0.1205829,0.025177017,0.0059900996,0.066094026,0.0043910313],"domain_scores_gemma":[0.5772872,0.19607331,0.025502518,0.025509438,0.17324507,0.0023824712],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.18970618,0.00056979683,0.0011195105,0.020073168,0.0025623755,0.0066950736,0.002451613,0.0015132899,0.0015259905],"category_scores_gemma":[0.26015258,0.0007574762,0.0018866478,0.027380986,0.003876932,0.0049526575,0.004186307,0.001911753,0.000263007],"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":[0.0015880661,0.0015774067,0.27929747,0.008699391,0.0011590003,0.0007035893,0.052016225,0.0243042,0.009428191,0.13467567,0.009939733,0.476611],"study_design_scores_gemma":[0.00030328074,0.0030331514,0.6516315,0.01604349,0.0015363256,0.00051338575,0.16004536,0.020674823,0.01858697,0.025219724,0.10186853,0.00054352166],"about_ca_topic_score_codex":0.044313256,"about_ca_topic_score_gemma":0.046173375,"teacher_disagreement_score":0.18970618,"about_ca_system_score_codex":0.02178802,"about_ca_system_score_gemma":0.031965658,"threshold_uncertainty_score":0.9992365},"labels":[],"label_agreement":null},{"id":"W3111364411","doi":"10.1016/j.dibe.2020.100038","title":"Enhanced façade design: A data-driven approach for decision analysis based on past experiences","year":2020,"lang":"en","type":"article","venue":"Developments in the Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Computer science; Fuzzy logic; Machine learning; Process (computing); Selection (genetic algorithm); Artificial intelligence; Principal component analysis; Artificial neural network; Data mining","score_opus":0.052226851097832504,"score_gpt":0.26794201296932085,"score_spread":0.21571516187148834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111364411","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016291276,0.00012329603,0.9774417,0.0002139786,0.000020871194,0.0003471715,0.0005226001,0.0004434264,0.004595621],"genre_scores_gemma":[0.251707,0.0001964435,0.74502,0.000046080346,0.000019665747,0.0007674231,0.0009158798,0.00008216128,0.0012454283],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974496,0.0011700877,0.00018411507,0.00038741963,0.0007146733,0.000094217205],"domain_scores_gemma":[0.99458754,0.0037165778,0.00038260725,0.00044030073,0.0007299475,0.00014302213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041835112,0.0010289444,0.0011295053,0.0042006536,0.00055796833,0.00320021,0.002384658,0.0009461458,0.005393664],"category_scores_gemma":[0.013114777,0.00055802235,0.0012983363,0.0027654083,0.001028769,0.0030286626,0.0020043917,0.0010975903,0.00080580486],"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":[0.0005294267,0.0005235824,0.008360729,0.001049269,0.00037409394,0.0006231829,0.003143793,0.40758416,0.0049127857,0.114543736,0.0036082284,0.4547469],"study_design_scores_gemma":[0.00004394328,0.000101214384,0.0016576992,0.00022322604,0.00005787015,0.000109769455,0.0006151011,0.91528666,0.0019561367,0.07180411,0.008077679,0.000066614484],"about_ca_topic_score_codex":0.002797614,"about_ca_topic_score_gemma":0.006616706,"teacher_disagreement_score":0.005393664,"about_ca_system_score_codex":0.0016248889,"about_ca_system_score_gemma":0.0016125093,"threshold_uncertainty_score":0.022124827},"labels":[],"label_agreement":null},{"id":"W3113225317","doi":"10.5267/j.ac.2020.11.019","title":"Measuring challenges in adoption of sustainable environmental technologies in Indian cement industry","year":2020,"lang":"en","type":"article","venue":"Accounting","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emerging technologies; Business; Sustainability; Environmental technology; Environmental pollution; Usability; Environmental economics; Environmental planning; Sustainable development; Environmental impact assessment; Environmental resource management; Engineering; Environmental protection; Environmental science; Computer science; Waste management","score_opus":0.03100756431793141,"score_gpt":0.21045387302243818,"score_spread":0.17944630870450676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113225317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972051,0.00002759834,0.00018781873,0.00013872706,0.000002027215,0.000022110173,0.000046901874,0.0000026590683,0.002367098],"genre_scores_gemma":[0.999246,0.000055113225,0.0003117301,0.000019873958,0.0000011082868,0.000022455333,0.000045149845,0.0000014256914,0.0002971439],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99435824,0.0016073919,0.0005800064,0.00035450247,0.0022424592,0.0008573386],"domain_scores_gemma":[0.979962,0.008489456,0.0055355066,0.0009251792,0.003738613,0.0013491893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003644028,0.00032243805,0.0002712808,0.0015564836,0.001719806,0.0039761732,0.0006475584,0.0007942538,0.001113872],"category_scores_gemma":[0.015199922,0.00032845145,0.00064619986,0.0022309632,0.0014537507,0.002258046,0.0030372995,0.0012355449,0.00029837433],"study_design_candidate":"qualitative","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":[0.00011485653,0.0002654581,0.91639155,0.00019616036,0.000055093573,0.0004643266,0.055547535,0.0021254246,0.002112295,0.0016506563,0.00055528386,0.02052132],"study_design_scores_gemma":[0.000003946162,0.0002996776,0.8096464,0.000108015396,0.00003570469,0.00031928482,0.17976636,0.0033855203,0.0019407693,0.00072674226,0.0036944996,0.00007306227],"about_ca_topic_score_codex":0.017285647,"about_ca_topic_score_gemma":0.021846484,"teacher_disagreement_score":0.017285647,"about_ca_system_score_codex":0.0032709916,"about_ca_system_score_gemma":0.0030554002,"threshold_uncertainty_score":0.034370065},"labels":[],"label_agreement":null},{"id":"W3113313019","doi":"10.2139/ssrn.3747442","title":"The Effects of a Green Nudge on Municipal Solid Waste: Evidence from a Clear Bag Policy","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Municipal solid waste; Nudge theory; Waste management; Natural resource economics; Business; Economics; Engineering; Political science; Law","score_opus":0.009436316617683243,"score_gpt":0.25214458220277286,"score_spread":0.24270826558508962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113313019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8750181,0.0048796693,0.0011199828,0.022860426,0.0007362528,0.00028347012,0.0006707348,0.000082165214,0.09434933],"genre_scores_gemma":[0.9870323,0.0010899698,0.00029235872,0.0052182786,0.00014193446,0.00008885648,0.00010808157,0.000015671601,0.0060126204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9768183,0.011780929,0.0009977665,0.0014183434,0.0038580543,0.005126478],"domain_scores_gemma":[0.904441,0.07376474,0.011965617,0.003431574,0.0029802378,0.003416848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018714188,0.00078150013,0.0012605301,0.0015905473,0.0033882693,0.006232916,0.0029461486,0.011534558,0.017216172],"category_scores_gemma":[0.05530998,0.0009371744,0.0018539407,0.002412119,0.010182453,0.0050410978,0.004969688,0.0066005313,0.0012747372],"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":[0.08310265,0.036912326,0.13548224,0.0060563455,0.0047213226,0.0016588493,0.011960905,0.028520111,0.010102488,0.4839665,0.044597387,0.15291886],"study_design_scores_gemma":[0.017818555,0.03198921,0.48143062,0.0051347082,0.013601247,0.00026447637,0.040984944,0.011277061,0.022617703,0.15314846,0.22074097,0.0009921085],"about_ca_topic_score_codex":0.07451562,"about_ca_topic_score_gemma":0.09312763,"teacher_disagreement_score":0.07451562,"about_ca_system_score_codex":0.009341846,"about_ca_system_score_gemma":0.01096304,"threshold_uncertainty_score":0.14816374},"labels":[],"label_agreement":null},{"id":"W3117568228","doi":"10.18280/ijsdp.150801","title":"Integration of Sustainability Criteria and Life Cycle Sustainability Assessment Method into Construction Material Selection in Developing Countries: The Case of Vietnam","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Trường Đại học Giao thông vận tải","keywords":"Sustainability; Life-cycle assessment; Analytic hierarchy process; Social sustainability; Likert scale; Environmental economics; Activity-based costing; Life cycle costing; Sustainable development; Process (computing); Business; Engineering; Environmental resource management; Computer science; Operations management; Operations research; Economics; Production (economics); Marketing; Political science; Mathematics","score_opus":0.012127125028045301,"score_gpt":0.30922312241101235,"score_spread":0.29709599738296705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117568228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9489127,0.0012986118,0.014306783,0.0010740417,0.000034082586,0.0004058965,0.00009397661,0.000013443073,0.03386052],"genre_scores_gemma":[0.97850627,0.0010828256,0.017753163,0.00005003557,0.0000057539282,0.00011780894,0.00004960218,0.00000953035,0.0024250187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963845,0.002554707,0.00016962942,0.00011018203,0.00048610097,0.00029485568],"domain_scores_gemma":[0.99665904,0.0020621426,0.00022008293,0.000108529166,0.00075335684,0.00019683754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052763936,0.0003517951,0.00033471675,0.0023176477,0.0017550756,0.0022255469,0.0005984874,0.0004895633,0.001462564],"category_scores_gemma":[0.004658315,0.00027307757,0.00035130008,0.0032440773,0.0014193287,0.0013772381,0.0012406571,0.0005643777,0.00009787514],"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":[0.0005259141,0.00113277,0.26228142,0.0031981794,0.0001690586,0.035820965,0.12408613,0.035248604,0.009398323,0.089478,0.0039684093,0.43469223],"study_design_scores_gemma":[0.00010795287,0.0015971763,0.20219955,0.0029840362,0.00029680686,0.00588892,0.47554773,0.1176417,0.013481549,0.018223826,0.16173595,0.000294853],"about_ca_topic_score_codex":0.04916582,"about_ca_topic_score_gemma":0.055610888,"teacher_disagreement_score":0.04916582,"about_ca_system_score_codex":0.0050301463,"about_ca_system_score_gemma":0.00471224,"threshold_uncertainty_score":0.09775925},"labels":[],"label_agreement":null},{"id":"W3117696338","doi":"10.15201/hungeobull.69.4.4","title":"Socially sustainable urban renewal in emerging economies: A comparison of Magdolna Quarter, Budapest, Hungary and Albert Park, Durban, South Africa","year":2020,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"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":"Department of Higher Education and Training","keywords":"Sustainability; Urbanization; Social sustainability; Economic growth; Population; Corporate governance; Psychological intervention; Quarter (Canadian coin); Urban planning; Stakeholder; Environmental planning; Environmental governance; Urban density; Political science; Geography; Business; Sociology; Economics; Public relations; Engineering","score_opus":0.010865835290569125,"score_gpt":0.2126101488068781,"score_spread":0.20174431351630898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117696338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925154,0.0011753752,0.00008055444,0.00016974534,0.000012662463,0.0000954275,0.00011260493,0.0000015343448,0.0058367522],"genre_scores_gemma":[0.9974953,0.0013284488,0.00014611056,0.00004098626,0.0000033032072,0.00007205609,0.00010049092,0.0000025639729,0.0008107127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994211,0.00012101484,0.000034747634,0.000046606732,0.00009469287,0.00028171643],"domain_scores_gemma":[0.99960226,0.00012645738,0.00008283278,0.000017663147,0.00004571931,0.00012507926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008527227,0.00035851385,0.0004867421,0.0019602757,0.0011804524,0.0022745987,0.00048281703,0.0003355849,0.002239377],"category_scores_gemma":[0.0011543527,0.00021389124,0.0003415704,0.0025232155,0.0019287263,0.0014639288,0.0021168494,0.00053340115,0.00013416327],"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":[0.0016874033,0.0013314907,0.39166915,0.0055521047,0.00049775833,0.025804011,0.27870613,0.003508394,0.0073476206,0.06597387,0.004582887,0.21333918],"study_design_scores_gemma":[0.00009370376,0.00034309033,0.6614549,0.00075698155,0.00009178907,0.0011900867,0.30002013,0.0003519334,0.00064987683,0.0012391892,0.033781562,0.000026678994],"about_ca_topic_score_codex":0.02579004,"about_ca_topic_score_gemma":0.07402106,"teacher_disagreement_score":0.02579004,"about_ca_system_score_codex":0.0045547797,"about_ca_system_score_gemma":0.003912719,"threshold_uncertainty_score":0.051279843},"labels":[],"label_agreement":null},{"id":"W3118582967","doi":"10.15173/esr.v24i1.4295","title":"more Sustainable buildings, the more Sustainable societies","year":2020,"lang":"en","type":"article","venue":"Energy Studies Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable development; Environmental economics; Quality (philosophy); Business; Environmental resource management; Environmental planning; Environmental quality; Architectural engineering; Computer science; Risk analysis (engineering); Environmental science; Engineering; Economics; Ecology","score_opus":0.022833284217148475,"score_gpt":0.27844975444516634,"score_spread":0.25561647022801787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118582967","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015753938,0.67415494,0.019135477,0.050386917,0.005230094,0.00009460754,0.00039014537,0.00018037549,0.2346735],"genre_scores_gemma":[0.23262775,0.63012207,0.03165817,0.01540941,0.004112626,0.00021712862,0.0009618219,0.0001605495,0.0847304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99803954,0.0007495224,0.00012853144,0.00023521674,0.0006982121,0.00014898722],"domain_scores_gemma":[0.9985655,0.0004165503,0.00025952587,0.0001720158,0.00046221344,0.00012426823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016803776,0.0006142301,0.00059424393,0.001992172,0.00079458917,0.0052478644,0.00047011627,0.0023193185,0.009878623],"category_scores_gemma":[0.0019951083,0.00019801535,0.00037837503,0.0036475773,0.0028083727,0.0049129343,0.0020943854,0.0018147307,0.0019517434],"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":[0.000029660858,0.0000822211,0.0013275256,0.0042410586,0.000058792328,0.0001349228,0.0016239997,0.00086691574,0.00258307,0.51853836,0.04557175,0.42494175],"study_design_scores_gemma":[0.0000022913373,0.000024107581,0.0009871493,0.0007797698,0.000015176312,0.00016380605,0.00087012426,0.00005994362,0.00042800268,0.037460055,0.9591965,0.000013010027],"about_ca_topic_score_codex":0.002291266,"about_ca_topic_score_gemma":0.0047749323,"teacher_disagreement_score":0.009878623,"about_ca_system_score_codex":0.002103551,"about_ca_system_score_gemma":0.0034654138,"threshold_uncertainty_score":0.03304732},"labels":[],"label_agreement":null},{"id":"W3119175271","doi":"10.2139/ssrn.2214399","title":"Do Policy Incentives Promote Green Building?","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Incentive; Green building; Business; Natural resource economics; Public economics; Economics; Architectural engineering; Engineering; Microeconomics","score_opus":0.006482051128878362,"score_gpt":0.2538794923526185,"score_spread":0.2473974412237401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119175271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41415176,0.0052516395,0.008106582,0.24366212,0.0017299246,0.00014313524,0.0006837776,0.00012316034,0.32614797],"genre_scores_gemma":[0.9836998,0.0011130212,0.00060609204,0.0065174247,0.00028807786,0.00003609791,0.000040055173,0.000017506256,0.0076818527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.994909,0.0020654316,0.00016188933,0.0003685812,0.0010623098,0.0014327813],"domain_scores_gemma":[0.9437633,0.038802505,0.00966578,0.0013909587,0.0040075425,0.0023698898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010446831,0.0003199842,0.0005826259,0.0012034882,0.0012659042,0.0069904434,0.00080350763,0.004661661,0.021487322],"category_scores_gemma":[0.04691738,0.00044917068,0.000415532,0.0012173111,0.003978723,0.0059111416,0.001985973,0.002816467,0.0013094111],"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":[0.00064397824,0.00073578645,0.034323394,0.0006150016,0.0001581037,0.00021767206,0.0012002424,0.003269038,0.00094478164,0.8911513,0.018529305,0.048211347],"study_design_scores_gemma":[0.00055641984,0.00033223987,0.09612096,0.0009783581,0.00030176502,0.00015140741,0.008088419,0.006016202,0.0044814716,0.7238978,0.15897189,0.00010305129],"about_ca_topic_score_codex":0.004099429,"about_ca_topic_score_gemma":0.007699982,"teacher_disagreement_score":0.021487322,"about_ca_system_score_codex":0.003299451,"about_ca_system_score_gemma":0.0054927375,"threshold_uncertainty_score":0.07188225},"labels":[],"label_agreement":null},{"id":"W3121212024","doi":"","title":"Water Management and Corporate Social Performance in the Food and Beverage Industry","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Corporate social responsibility; Beverage industry; Agriculture; Food industry; Performance indicator; Sample (material); Corporate governance; Environmental resource management; Marketing; Economics; Finance; Ecology","score_opus":0.010098326736445234,"score_gpt":0.20941869502024663,"score_spread":0.1993203682838014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121212024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813193,0.000059110676,0.000059250364,0.0001520082,0.0000022726526,0.0000032176206,0.000014962677,0.0000015693099,0.0015756174],"genre_scores_gemma":[0.9998313,0.000022785496,0.000014493664,0.0000062503627,0.000003711788,0.0000010592446,0.000019339146,4.7880866e-7,0.00010045938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998345,0.0006189008,0.000119831086,0.00012660741,0.00045889098,0.00033075633],"domain_scores_gemma":[0.988896,0.002707565,0.0047345133,0.00036240654,0.0013054962,0.0019940757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157275,0.0002247832,0.00020218437,0.0017327417,0.00075532676,0.001743636,0.00025714567,0.000438032,0.0016806906],"category_scores_gemma":[0.007509795,0.0000818866,0.00025962244,0.0016895249,0.0010931346,0.0010834762,0.0016732607,0.0004564338,0.00022112567],"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":[0.000032139153,0.00019922329,0.9905724,0.000009055024,0.00006303447,0.000080035505,0.0011424415,0.0003145019,0.00018849422,0.00035648953,0.00013300932,0.006909257],"study_design_scores_gemma":[0.0000011587138,0.000056045155,0.99641645,0.000006807509,0.000009431886,0.000021887463,0.0023356248,0.00056962634,0.000098864795,0.00018959325,0.000290323,0.000004249367],"about_ca_topic_score_codex":0.004191568,"about_ca_topic_score_gemma":0.006780658,"teacher_disagreement_score":0.004191568,"about_ca_system_score_codex":0.00087809894,"about_ca_system_score_gemma":0.0004229723,"threshold_uncertainty_score":0.011408865},"labels":[],"label_agreement":null},{"id":"W3122201188","doi":"10.1002/bse.1864","title":"Two are Better Than One: The Link Between Management Systems and Business Performance","year":2014,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":52,"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":"Organisation de Coopération et de Développement Économiques; Innovation, Science and Economic Development Canada; U.S. Environmental Protection Agency","keywords":"Operationalization; Complementarity (molecular biology); Business; Process management; Sample (material); Marketing; Quality management system; Strategic management; Industrial organization; Operations management; Knowledge management; Quality management; Computer science; Economics; Service (business)","score_opus":0.010389314043280444,"score_gpt":0.1869548573592344,"score_spread":0.17656554331595395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122201188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890617,0.0004242174,0.000553599,0.0012330153,0.000010636089,0.000009127172,0.000058496214,0.000008000559,0.008641257],"genre_scores_gemma":[0.999713,0.000045092096,0.00008408267,0.000031387324,0.000007043917,0.0000015674308,0.000013327037,0.0000015330148,0.00010300807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99520856,0.0025501703,0.00023709128,0.00041944554,0.0008677055,0.0007171037],"domain_scores_gemma":[0.92096317,0.049299996,0.019352535,0.0018109733,0.0030739137,0.005499337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004230308,0.00029504433,0.0003035337,0.0022384024,0.0010129253,0.0037843983,0.000436194,0.00080104027,0.0052713305],"category_scores_gemma":[0.027361259,0.00018718657,0.00036933323,0.0030524023,0.0032410936,0.0031317766,0.003739692,0.0012548023,0.00032864974],"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":[0.00024125159,0.00035396175,0.961464,0.00007953502,0.0002722611,0.00020068038,0.0014376915,0.0015821252,0.0002918727,0.007560029,0.00048998074,0.026026502],"study_design_scores_gemma":[0.000012287173,0.00019461538,0.9863128,0.000070873335,0.000071945644,0.00011823646,0.0040893313,0.001995897,0.00021055566,0.0056949635,0.0011978678,0.00003067904],"about_ca_topic_score_codex":0.00420689,"about_ca_topic_score_gemma":0.003785389,"teacher_disagreement_score":0.0052713305,"about_ca_system_score_codex":0.0014496834,"about_ca_system_score_gemma":0.0011496859,"threshold_uncertainty_score":0.022372246},"labels":[],"label_agreement":null},{"id":"W3122912610","doi":"10.15396/eres2017_517","title":"Decomposing the Value Effects of Sustainable Investment: International Evidence","year":2017,"lang":"en","type":"preprint","venue":"24th Annual European Real Estate Society Conference","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Benchmarking; Certification; Valuation (finance); Business; Sustainability; Real estate; Cash flow; Transparency (behavior); International Financial Reporting Standards; Accounting; Corporate sustainability; Finance; Environmental economics; Natural resource economics; Economics","score_opus":0.019142062171241217,"score_gpt":0.27458171962144545,"score_spread":0.25543965745020425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122912610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79368573,0.051566567,0.0075692413,0.0072316914,0.00039419523,0.00005521112,0.003697176,0.0000695579,0.13573065],"genre_scores_gemma":[0.9901273,0.006008192,0.000685521,0.00033858808,0.00014164195,0.000014526062,0.0015273468,0.000035106783,0.0011218096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974843,0.0007338732,0.00017131968,0.0005298879,0.0007522077,0.00032830966],"domain_scores_gemma":[0.9643375,0.017969942,0.011004102,0.002910933,0.0030154346,0.00076203636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004190989,0.00065322826,0.00058733416,0.0026698222,0.00042263884,0.0028012202,0.0006647646,0.0006954021,0.0074591395],"category_scores_gemma":[0.017346332,0.0002229733,0.0010331799,0.0042087776,0.0028522995,0.0032793635,0.0034565197,0.0017507676,0.00084603747],"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":[0.0013503297,0.00039936503,0.6272005,0.0020862354,0.003488117,0.00075805926,0.0016404372,0.008331034,0.001540888,0.12245694,0.009168849,0.22157936],"study_design_scores_gemma":[0.00012357664,0.00054125435,0.85298765,0.0029028428,0.0024217987,0.000604889,0.0047808737,0.0029844465,0.005400976,0.057242643,0.069889225,0.00011984303],"about_ca_topic_score_codex":0.003387017,"about_ca_topic_score_gemma":0.0032329978,"teacher_disagreement_score":0.0074591395,"about_ca_system_score_codex":0.0006496923,"about_ca_system_score_gemma":0.00048040002,"threshold_uncertainty_score":0.024953306},"labels":[],"label_agreement":null},{"id":"W3123068001","doi":"","title":"Assessing the Inclusiveness of Built Facilities: A Case Study of Higher Education Facilities","year":2011,"lang":"en","type":"article","venue":"ERES eBooks","topic":"Sustainable Building Design and Assessment","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":"Audit; Analytic hierarchy process; Multiple-criteria decision analysis; Originality; Inclusion (mineral); Built environment; Process (computing); Engineering; Management science; Operations research; Business; Computer science; Psychology; Sociology; Civil engineering; Accounting; Qualitative research; Social science; Social psychology","score_opus":0.05888757613536435,"score_gpt":0.31315589064094174,"score_spread":0.2542683145055774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123068001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98119056,0.00058307475,0.006498326,0.00064517016,0.00002051965,0.00047944038,0.00005646465,0.000010526309,0.010515921],"genre_scores_gemma":[0.99434125,0.00044064134,0.004119323,0.000042429547,0.0000069238436,0.00009464969,0.000012839895,0.000002597229,0.00093933276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98954225,0.0077305515,0.00033582575,0.0002554404,0.0012235311,0.0009123851],"domain_scores_gemma":[0.9829062,0.012125348,0.001811054,0.00058050355,0.0017498173,0.00082708785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008448786,0.00044920668,0.0005153976,0.0030520295,0.0038629507,0.0036429341,0.0014794742,0.0015289686,0.0028564539],"category_scores_gemma":[0.01160313,0.0002985428,0.0006559213,0.0039783246,0.0023273428,0.0024255037,0.0032250937,0.0010048997,0.00019171937],"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":[0.00078222767,0.0027332543,0.24711628,0.005092108,0.00022585657,0.06827555,0.33822948,0.021210883,0.005617084,0.042976554,0.0039801486,0.26376063],"study_design_scores_gemma":[0.00007296675,0.0017199024,0.1315939,0.0021308174,0.00018252172,0.0058064866,0.80289936,0.016094036,0.0041390555,0.0042187353,0.030972995,0.0001692123],"about_ca_topic_score_codex":0.015722403,"about_ca_topic_score_gemma":0.03298039,"teacher_disagreement_score":0.015722403,"about_ca_system_score_codex":0.0064029656,"about_ca_system_score_gemma":0.0036763197,"threshold_uncertainty_score":0.046456993},"labels":[],"label_agreement":null},{"id":"W3123442139","doi":"10.2139/ssrn.2920788","title":"Decomposing the Value Effects of Sustainable Investment: International Evidence","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Value (mathematics); Economics; Investment (military); International investment; Business; Econometrics; Monetary economics; Natural resource economics; Foreign direct investment; Mathematics; Macroeconomics; Statistics; Political science","score_opus":0.007281582292565868,"score_gpt":0.2587925554992157,"score_spread":0.25151097320664983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123442139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8327687,0.05112698,0.0097090965,0.011389323,0.000357231,0.000069969356,0.0017383214,0.000048594233,0.092791766],"genre_scores_gemma":[0.9882371,0.008829426,0.0007308648,0.00033399533,0.00014149037,0.000016748476,0.00054898305,0.000020087016,0.0011412975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996698,0.0014546366,0.00018699549,0.00041098794,0.0008476542,0.00040177113],"domain_scores_gemma":[0.8981351,0.08596924,0.008810769,0.0032518432,0.0028748172,0.0009581572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068001878,0.001381045,0.0011734879,0.0034354108,0.0006769516,0.0040286607,0.0014507882,0.0018119678,0.013279341],"category_scores_gemma":[0.03655921,0.00039907382,0.001444947,0.0054337448,0.0044179712,0.0051174425,0.0027376425,0.003224462,0.00082726486],"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":[0.0036560805,0.0013003595,0.40988147,0.002799525,0.005451983,0.0007240131,0.0017649403,0.03163461,0.0010570213,0.30123731,0.0065466827,0.23394606],"study_design_scores_gemma":[0.00041253734,0.0010019377,0.3600833,0.002918104,0.004777576,0.00044226684,0.009048542,0.014450135,0.0041418355,0.5691032,0.033453908,0.00016674293],"about_ca_topic_score_codex":0.0067779385,"about_ca_topic_score_gemma":0.007760419,"teacher_disagreement_score":0.013279341,"about_ca_system_score_codex":0.0016967528,"about_ca_system_score_gemma":0.001199437,"threshold_uncertainty_score":0.04442382},"labels":[],"label_agreement":null},{"id":"W3123763896","doi":"","title":"Building Sustainable Communities Conference, 2010 November 15-18","year":2011,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","score_opus":0.014414605983846328,"score_gpt":0.19815696336109367,"score_spread":0.18374235737724734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123763896","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008605372,0.018781472,0.0029710683,0.053552594,0.044767275,0.00027102703,0.011675536,0.0012325511,0.8581431],"genre_scores_gemma":[0.010412896,0.002983713,0.00069571007,0.0007331601,0.0004812909,0.000044264656,0.0028733944,0.00018736838,0.98158824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991763,0.00006196002,0.000018603896,0.000091959,0.00042843557,0.00022272798],"domain_scores_gemma":[0.9989287,0.000027504746,0.000018777653,0.000039241193,0.0006868407,0.0002988921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017725965,0.0012456836,0.00055568514,0.0012892786,0.003087441,0.0042999983,0.0012439152,0.002202128,0.13741016],"category_scores_gemma":[0.0013336565,0.000388841,0.0004769203,0.0012468665,0.0007234276,0.0021388095,0.003172983,0.0021626614,0.06047931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075456235,0.000037697202,0.00045995033,0.000090552654,0.0000041101616,0.000054008895,0.0001731586,0.000099035155,0.00030993694,0.0020737576,0.9660311,0.030591303],"study_design_scores_gemma":[0.0000072469165,0.000013190601,0.001343693,0.000096703916,0.000004063667,0.000019594796,0.0003807863,0.00007611442,0.00032767688,0.00046329293,0.9972608,0.0000068382483],"about_ca_topic_score_codex":0.13679826,"about_ca_topic_score_gemma":0.46682155,"teacher_disagreement_score":0.13741016,"about_ca_system_score_codex":0.0065718656,"about_ca_system_score_gemma":0.013410458,"threshold_uncertainty_score":0.45968282},"labels":[],"label_agreement":null},{"id":"W3123778217","doi":"10.1016/j.jbankfin.2019.02.015","title":"Environmental performance and the cost of debt: Evidence from commercial mortgages and REIT bonds","year":2019,"lang":"en","type":"article","venue":"Journal of Banking & Finance","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":180,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Guelph","funders":"","keywords":"Real estate investment trust; Real estate; Business; Collateralized debt obligation; Debt; Bond; Endogeneity; Finance; Financial system; Collateral; Economics; Econometrics","score_opus":0.008324040625720727,"score_gpt":0.21076314194189366,"score_spread":0.20243910131617293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123778217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924064,0.0022622654,0.000050219176,0.0005550728,0.000010672079,0.000007776759,0.00071867567,0.0000014578621,0.003987597],"genre_scores_gemma":[0.99573946,0.0018057155,0.000036424553,0.00009742039,0.000028662469,0.000004892971,0.0010779783,0.0000026009457,0.0012069843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988091,0.00049341866,0.00012184559,0.00014198455,0.00028433968,0.0001493695],"domain_scores_gemma":[0.9658157,0.014074871,0.015053927,0.0011892589,0.0024545488,0.0014116565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025753165,0.00030249025,0.00044647022,0.0011484174,0.0006370367,0.001773373,0.0006923691,0.001398543,0.005463105],"category_scores_gemma":[0.017612794,0.00029909093,0.0006039321,0.002544564,0.0010856346,0.0015971655,0.0009562243,0.0013723825,0.0006271528],"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":[0.0018689956,0.0006646642,0.9822858,0.0001453963,0.0005974583,0.00033418593,0.00052929326,0.0006548986,0.00025337574,0.0016499554,0.0011286222,0.009887425],"study_design_scores_gemma":[0.0000683522,0.00035978484,0.9938419,0.00007681995,0.00029235854,0.00019265426,0.0013368106,0.00029786304,0.00027249174,0.00083331193,0.0024110717,0.000016560174],"about_ca_topic_score_codex":0.022913434,"about_ca_topic_score_gemma":0.036617897,"teacher_disagreement_score":0.022913434,"about_ca_system_score_codex":0.0007561766,"about_ca_system_score_gemma":0.0004691578,"threshold_uncertainty_score":0.04556012},"labels":[],"label_agreement":null},{"id":"W3124023697","doi":"","title":"Incentivizing green single-family construction: Identifying effective government policies and their features","year":2016,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Sustainable Building Design and Assessment","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":"York University","funders":"","keywords":"Government (linguistics); Business; Public economics; Economics","score_opus":0.007805317733224166,"score_gpt":0.1798301817044445,"score_spread":0.17202486397122035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124023697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345222,0.0012141346,0.017372208,0.010317826,0.000059323826,0.0004065899,0.0005357271,0.00010803717,0.03546379],"genre_scores_gemma":[0.9971329,0.00021283467,0.001645207,0.0000835717,0.0000063256457,0.00006181432,0.000047620262,0.000005834125,0.00080390053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9917452,0.004112763,0.00025904208,0.0005509474,0.0010562463,0.0022758876],"domain_scores_gemma":[0.95366573,0.033579122,0.006348797,0.0014560932,0.0025915615,0.0023586482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008162797,0.0004564438,0.000766253,0.001829602,0.0013495609,0.005066667,0.0012988466,0.0021687958,0.004571937],"category_scores_gemma":[0.046713445,0.00040567043,0.00047541046,0.0029328344,0.0023594755,0.0048700324,0.0023586787,0.0016474804,0.00030691328],"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":[0.0011639138,0.0032354998,0.30769205,0.0011347993,0.00035770776,0.0003658043,0.005082685,0.06471529,0.0021762447,0.34216478,0.0067527066,0.2651585],"study_design_scores_gemma":[0.00018961659,0.0011657974,0.4866578,0.0011840335,0.00047588028,0.00017842866,0.041572105,0.11300802,0.0042671976,0.3023418,0.04882873,0.00013057138],"about_ca_topic_score_codex":0.025718786,"about_ca_topic_score_gemma":0.05638908,"teacher_disagreement_score":0.025718786,"about_ca_system_score_codex":0.011008477,"about_ca_system_score_gemma":0.02034794,"threshold_uncertainty_score":0.07987243},"labels":[],"label_agreement":null},{"id":"W3124636908","doi":"","title":"Building Green: Local Political Leadership Addressing Climate Change","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Climate change; Framing (construction); Politics; Green infrastructure; Political science; Environmental planning; Public administration; Environmental resource management; Business; Geography; Economics","score_opus":0.05939491131369247,"score_gpt":0.2908551198037314,"score_spread":0.23146020849003895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124636908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8247892,0.00037648308,0.006001301,0.008747886,0.00008933691,0.000052585012,0.00008572834,0.00022045846,0.15963696],"genre_scores_gemma":[0.99646086,0.00006999979,0.0004791423,0.00018881353,0.000013500079,0.00001288571,0.000019662946,0.000007952372,0.0027471501],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99877983,0.00069778773,0.000014663177,0.00006937901,0.000118801254,0.00031948058],"domain_scores_gemma":[0.9986817,0.00032609474,0.00030237774,0.00011077297,0.00014756109,0.00043145922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015708752,0.00012197275,0.00010672512,0.00032157387,0.001947616,0.0018277455,0.00041854245,0.00043329495,0.012859836],"category_scores_gemma":[0.003038033,0.0000922394,0.00013470756,0.0005206952,0.0015718873,0.0008623255,0.0024041415,0.0006343002,0.0012706564],"study_design_candidate":"qualitative","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":[0.0004266659,0.0011789841,0.28805098,0.0006643324,0.00010734397,0.0015757377,0.058814157,0.008326944,0.010653016,0.11824918,0.059735857,0.45221683],"study_design_scores_gemma":[0.00014597566,0.0009719602,0.47757962,0.0004746452,0.00014658782,0.00045864316,0.13763386,0.012322134,0.0049829115,0.03096498,0.3342251,0.00009353487],"about_ca_topic_score_codex":0.0069124415,"about_ca_topic_score_gemma":0.026364202,"teacher_disagreement_score":0.012859836,"about_ca_system_score_codex":0.0012749966,"about_ca_system_score_gemma":0.0020168552,"threshold_uncertainty_score":0.043020487},"labels":[],"label_agreement":null},{"id":"W3127689371","doi":"10.3390/urbansci5010020","title":"How Lack of Knowledge and Tools Hinders the Eco-Design of Buildings—A Systematic Review","year":2021,"lang":"en","type":"article","venue":"Urban Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Risk analysis (engineering); Building design; Resource (disambiguation); Design process; Architectural engineering; Engineering design process; Environmental design; Resource consumption; Computer science; Engineering; Construction engineering; Systems engineering; Business; Work in process; Civil engineering; Operations management","score_opus":0.04452585718894202,"score_gpt":0.27867850848106096,"score_spread":0.23415265129211893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127689371","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032268113,0.9923515,0.0011213709,0.0010682342,0.00020671847,0.00081187655,0.00027200425,0.000013145873,0.00092840736],"genre_scores_gemma":[0.029803367,0.96413857,0.0035650847,0.0007567309,0.00005461614,0.00121911,0.00023058751,0.0000119989245,0.00022003568],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9706458,0.014193738,0.008535888,0.0011135561,0.0049273567,0.0005836484],"domain_scores_gemma":[0.87770915,0.09890852,0.010643956,0.0016930671,0.010163248,0.0008820877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032791343,0.0011262251,0.0040377993,0.017685182,0.001299292,0.0050536576,0.0019587183,0.0022640151,0.0022917173],"category_scores_gemma":[0.10572773,0.001551773,0.0037263418,0.01723629,0.0022483477,0.0057708058,0.0031296574,0.0014962466,0.00030447682],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000882221,0.000038218262,0.0011656978,0.86307746,0.0022063907,0.00028948273,0.0030013325,0.00021436262,0.00023712535,0.0017482634,0.0024034898,0.12553],"study_design_scores_gemma":[0.000044591907,0.00009728702,0.0018715233,0.9485827,0.0068912464,0.00039240354,0.002682534,0.000099835845,0.00021867505,0.0006371012,0.038441002,0.00004100617],"about_ca_topic_score_codex":0.014695429,"about_ca_topic_score_gemma":0.05369632,"teacher_disagreement_score":0.032791343,"about_ca_system_score_codex":0.005825146,"about_ca_system_score_gemma":0.037333272,"threshold_uncertainty_score":0.1734193},"labels":[],"label_agreement":null},{"id":"W3136267243","doi":"10.3390/atmos12030405","title":"Energy-Efficiency Requirements for Residential Building Envelopes in Cold-Climate Regions","year":2021,"lang":"en","type":"article","venue":"Atmosphere","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Building envelope; Context (archaeology); Cold climate; Envelope (radar); Climate zones; Environmental science; Unit (ring theory); Climate change; Energy requirement; Energy performance; Efficient energy use; Architectural engineering; Environmental resource management; Civil engineering; Geography; Meteorology; Computer science; Engineering; Physical geography; Thermal; Geology; Telecommunications","score_opus":0.01545501952412384,"score_gpt":0.2592111790829872,"score_spread":0.24375615955886334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136267243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902081,0.00011724598,0.0044505103,0.000017995693,0.000002896618,0.000012092688,0.00023644484,0.000036776353,0.0049178326],"genre_scores_gemma":[0.9985214,0.00005300578,0.0006327828,0.000003965777,9.726659e-7,0.000009595813,0.00026851942,0.000015847158,0.00049399],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993291,0.000109234155,0.000041838506,0.00006076585,0.0002761747,0.00018293278],"domain_scores_gemma":[0.9992686,0.00023668939,0.00011916675,0.00007668967,0.00026242938,0.000036459925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006603899,0.00020386501,0.00039384753,0.00049855013,0.00054783525,0.00092826405,0.00050162687,0.00033603868,0.0012415757],"category_scores_gemma":[0.0012841222,0.00011804632,0.00038295376,0.00054434064,0.00039157472,0.00030770726,0.00047012971,0.00015136764,0.00036266385],"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":[0.0011201157,0.00023618613,0.22783743,0.0004246223,0.000086485496,0.0014399955,0.0021491984,0.3881766,0.3144177,0.011058376,0.0014626923,0.05159066],"study_design_scores_gemma":[0.000024887056,0.00034673174,0.67086476,0.00007464818,0.00007325142,0.00095438195,0.00482833,0.11500229,0.19550164,0.0020277814,0.010208565,0.00009271971],"about_ca_topic_score_codex":0.028583094,"about_ca_topic_score_gemma":0.046614587,"teacher_disagreement_score":0.028583094,"about_ca_system_score_codex":0.0010834194,"about_ca_system_score_gemma":0.0006432128,"threshold_uncertainty_score":0.056833446},"labels":[],"label_agreement":null},{"id":"W3136710419","doi":"10.5539/jsd.v14n3p1","title":"Sustainable-Eco-Buildings Assessment Method SEBAM for Evaluation of Residential Areas in Hot-Dry Climate","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Environmental planning; Sustainable development; Residential area; Environmental resource management; Business; Geography; Environmental science; Civil engineering; Ecology; Engineering; Mathematics","score_opus":0.017417550613197743,"score_gpt":0.3189084464632084,"score_spread":0.30149089585001065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136710419","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5665846,0.0015714379,0.21194772,0.0004127381,0.00014828575,0.0020533642,0.008517653,0.0013819662,0.20738235],"genre_scores_gemma":[0.85458845,0.00061455293,0.12479816,0.00005159967,0.000012161755,0.001172448,0.00252768,0.00007364307,0.016161265],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848396,0.0003935453,0.00011332899,0.00008890341,0.0008390178,0.000081302904],"domain_scores_gemma":[0.99911827,0.00018810912,0.00009973093,0.0000512376,0.00050000567,0.00004270541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012473958,0.00066866376,0.00035103442,0.005169982,0.0005796838,0.0015479818,0.0004027725,0.00041687264,0.0075316736],"category_scores_gemma":[0.0017775773,0.0002569545,0.00057401886,0.003586575,0.00029381286,0.0009892714,0.0010742602,0.00027150154,0.0014684414],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005167399,0.00047383117,0.3101163,0.0028255638,0.00031125653,0.00085608446,0.0060034557,0.02860551,0.03324334,0.027780674,0.018587172,0.5706801],"study_design_scores_gemma":[0.0000759274,0.0011901591,0.5951926,0.00094333757,0.00029740616,0.0016386146,0.03672413,0.15611726,0.037626114,0.013269802,0.15663606,0.00028856262],"about_ca_topic_score_codex":0.0033206663,"about_ca_topic_score_gemma":0.012786383,"teacher_disagreement_score":0.0075316736,"about_ca_system_score_codex":0.00078308687,"about_ca_system_score_gemma":0.0009396533,"threshold_uncertainty_score":0.025195956},"labels":[],"label_agreement":null},{"id":"W3142466373","doi":"","title":"Green Building Construction Practices: Review of Environmental Management from the Contractor Perspective in the Canadian Industry","year":2018,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Perspective (graphical); Construction industry; Business; Architectural engineering; Engineering; Environmental planning; Operations management; Construction engineering; Environmental resource management; Environmental science; Computer science","score_opus":0.021105185345271005,"score_gpt":0.27008187268278744,"score_spread":0.24897668733751643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142466373","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063077738,0.9806644,0.00033501675,0.002558949,0.0001981646,0.00003095872,0.00017068053,0.000010390402,0.00972367],"genre_scores_gemma":[0.03948827,0.95800936,0.00066956464,0.0005434696,0.00005796384,0.000019620316,0.00017109611,0.000011305942,0.0010293138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99278766,0.0011354204,0.0008105047,0.0004746016,0.004154427,0.0006374557],"domain_scores_gemma":[0.9830729,0.0057944455,0.0013414393,0.00026570822,0.008783194,0.00074235915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007790066,0.0007118013,0.0008967679,0.014335016,0.0035178463,0.0055612214,0.00196402,0.0013117797,0.0018177346],"category_scores_gemma":[0.011833338,0.00046560302,0.000607697,0.03828226,0.003637718,0.0026509736,0.0013961011,0.0011557147,0.0002546908],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008671867,0.00008813857,0.009100862,0.047704026,0.0001316147,0.0007065996,0.03008729,0.00089773507,0.000901713,0.020940777,0.035550326,0.85380423],"study_design_scores_gemma":[0.000005147683,0.000056367975,0.041897237,0.046913393,0.00018193896,0.00046895904,0.017860727,0.00018517562,0.00057316996,0.0008242328,0.8909483,0.00008534931],"about_ca_topic_score_codex":0.90938526,"about_ca_topic_score_gemma":0.9508481,"teacher_disagreement_score":0.94003296,"about_ca_system_score_codex":0.059967056,"about_ca_system_score_gemma":0.13138522,"threshold_uncertainty_score":0.43509346},"labels":[],"label_agreement":null},{"id":"W314356051","doi":"","title":"Pathways for sustainable housing transformations : An international comparison of retrofitting strategies for (social) housing","year":2009,"lang":"en","type":"article","venue":"Chalmers Publication Library (Chalmers University of Technology)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Stock (firearms); Affordable housing; Business; Retrofitting; Sustainable development; Public housing; Environmental planning; Economic growth; Political science; Engineering; Economics; Geography","score_opus":0.02029735287148762,"score_gpt":0.24629188411468403,"score_spread":0.2259945312431964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W314356051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94431615,0.004843597,0.0029775933,0.00083002506,0.00009198494,0.0009820925,0.00025630713,0.000028983348,0.04567324],"genre_scores_gemma":[0.9914238,0.003414387,0.002776882,0.000085449916,0.000006924219,0.00037195534,0.00027718162,0.0000127751955,0.0016306584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99632156,0.0021470347,0.0002384116,0.00019920299,0.0005415849,0.00055221404],"domain_scores_gemma":[0.9969657,0.0010582192,0.0007327082,0.00020969012,0.0007883837,0.00024521057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007067522,0.0004011675,0.00040076714,0.002392168,0.000759122,0.0027820189,0.00094052794,0.00060121535,0.0033320165],"category_scores_gemma":[0.007168135,0.00017001176,0.0008660631,0.003189853,0.0014299463,0.004147134,0.0026387863,0.00062144763,0.00026380163],"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":[0.0031398102,0.0026552374,0.20082805,0.0046724025,0.0010128721,0.0007112072,0.14059374,0.0050200038,0.0024831062,0.0637188,0.0040617287,0.5711031],"study_design_scores_gemma":[0.00052775745,0.0058975294,0.4873113,0.0025089823,0.000822861,0.0006346173,0.41756213,0.0032549656,0.0028723683,0.008763032,0.069738045,0.0001064621],"about_ca_topic_score_codex":0.0061768466,"about_ca_topic_score_gemma":0.012972383,"teacher_disagreement_score":0.007067522,"about_ca_system_score_codex":0.0024907615,"about_ca_system_score_gemma":0.0026888906,"threshold_uncertainty_score":0.03737706},"labels":[],"label_agreement":null},{"id":"W3148516965","doi":"10.18280/ijsdp.160104","title":"Factors Influencing Clients’ Commitment to Sustainable Construction Practices","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Questionnaire; Marketing; Return on investment; Perception; Preference; Public relations; Psychology; Production (economics); Economics","score_opus":0.024701441793652933,"score_gpt":0.2850666009048501,"score_spread":0.2603651591111972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148516965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995685,0.00012310436,0.00023570679,0.0005230064,0.0000040507234,0.000014665888,0.000011470633,0.0000037692425,0.0033993188],"genre_scores_gemma":[0.99899894,0.00011440455,0.00014287904,0.000035691497,0.0000013016793,0.000008324001,0.000006549591,0.0000014408317,0.0006905359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967765,0.0011718542,0.00020116317,0.00013955578,0.0011150389,0.0005958353],"domain_scores_gemma":[0.99130815,0.0042062257,0.0014403282,0.00026135676,0.0012953809,0.0014886028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024055797,0.00017181662,0.00027130486,0.00062716054,0.0013787446,0.002137353,0.0005455366,0.000647505,0.005587524],"category_scores_gemma":[0.011762418,0.0003053635,0.00020657192,0.0006440992,0.0010664576,0.00055392657,0.0012063151,0.0010483924,0.00035452863],"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":[0.00009807908,0.0003987411,0.8183179,0.00020970982,0.00006087296,0.002093087,0.08792201,0.00040414603,0.0023806207,0.0013818289,0.0011347514,0.085598245],"study_design_scores_gemma":[0.000010779049,0.00020503625,0.6028815,0.0003528165,0.000050397513,0.0018673955,0.38278487,0.0016027918,0.0009092336,0.0013254615,0.007939928,0.00006980979],"about_ca_topic_score_codex":0.0089676045,"about_ca_topic_score_gemma":0.00984287,"teacher_disagreement_score":0.0089676045,"about_ca_system_score_codex":0.0012822938,"about_ca_system_score_gemma":0.0026083782,"threshold_uncertainty_score":0.018692136},"labels":[],"label_agreement":null},{"id":"W3151028232","doi":"","title":"Low Energy-Consumption Green Buildings","year":2010,"lang":"en","type":"article","venue":"Journal of Tianjin University Science and Technology","topic":"Sustainable Building Design and Assessment","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":"Incentive; China; Energy consumption; Legislation; Green consumption; Green building; Consumption (sociology); Architectural engineering; Energy conservation; Green development; Business; Process (computing); Environmental economics; Civil engineering; Engineering; Environmental planning; Environmental protection; Environmental science; Economics; Political science; Production (economics); Computer science; Law","score_opus":0.004115483244727703,"score_gpt":0.18961583267999155,"score_spread":0.18550034943526383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151028232","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29783225,0.0025225445,0.15151435,0.0031911782,0.00032755226,0.0002448735,0.0023038555,0.0020319263,0.54003143],"genre_scores_gemma":[0.9028517,0.0010346734,0.018882567,0.00038275708,0.00004935983,0.00006633577,0.0012396133,0.00010832627,0.07538454],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99946254,0.000081799655,0.000012438195,0.00006337242,0.00029429668,0.00008555787],"domain_scores_gemma":[0.99976856,0.000027605738,0.000016896694,0.00007977335,0.00007161531,0.00003556132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032308765,0.00020265838,0.00019332852,0.0008545467,0.0006992029,0.0017995231,0.00048542596,0.00028986196,0.011689726],"category_scores_gemma":[0.0004953626,0.00009370291,0.00017575028,0.001417462,0.00047527812,0.00109179,0.0012014586,0.00034230162,0.0022482108],"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":[0.00022127201,0.00028723673,0.022091484,0.00042340576,0.00003475042,0.00029424552,0.0008293694,0.007947623,0.021211825,0.33487874,0.046949215,0.56483084],"study_design_scores_gemma":[0.000051201736,0.00018638726,0.04235091,0.00014207751,0.000052681804,0.0003551174,0.0007894637,0.027400982,0.03300361,0.08322506,0.8123795,0.000063007625],"about_ca_topic_score_codex":0.0058038747,"about_ca_topic_score_gemma":0.013639895,"teacher_disagreement_score":0.011689726,"about_ca_system_score_codex":0.0013585032,"about_ca_system_score_gemma":0.0008692312,"threshold_uncertainty_score":0.03910601},"labels":[],"label_agreement":null},{"id":"W3151440989","doi":"10.18280/ijsdp.160120","title":"Optimal Design and Modeling of Sustainable Buildings Based on Multivariate Fuzzy Logic","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fuzzy logic; Computer science; Mean squared error; Mathematical optimization; Fuzzy control system; Data mining; Mathematics; Artificial intelligence; Statistics","score_opus":0.023933251723992847,"score_gpt":0.26543007000882185,"score_spread":0.241496818284829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151440989","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060736626,0.00022550572,0.93584204,0.00013496328,0.000013901904,0.000033936638,0.000113577764,0.00011212979,0.0027874298],"genre_scores_gemma":[0.94494694,0.0002124679,0.053406354,0.00002304854,0.000010854339,0.00009791542,0.00013183677,0.000013872746,0.0011567537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997528,0.000074184994,0.000011692589,0.00004795722,0.00007723574,0.00003614054],"domain_scores_gemma":[0.9997563,0.0001353768,0.000040784715,0.000011869244,0.000045263503,0.000010481326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069355255,0.00044375748,0.00055540155,0.00048152672,0.00029913968,0.0008212016,0.00055498217,0.00048860896,0.0007972642],"category_scores_gemma":[0.00097504485,0.00027189474,0.00077713083,0.0004146939,0.0003846234,0.00051305856,0.000474049,0.00053067366,0.00010067252],"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":[0.000008945297,0.000005330636,0.00018210759,0.00000835355,0.000005984035,0.000006940073,0.000007959254,0.99486476,0.0003747979,0.0019493703,0.000033124776,0.0025524492],"study_design_scores_gemma":[7.6457104e-7,0.0000031559032,0.000051283558,7.502378e-7,8.8300277e-7,0.000001025121,0.000001581826,0.9992442,0.00007421517,0.0005896046,0.000031610918,8.9069493e-7],"about_ca_topic_score_codex":0.011442969,"about_ca_topic_score_gemma":0.009398369,"teacher_disagreement_score":0.011442969,"about_ca_system_score_codex":0.00088711834,"about_ca_system_score_gemma":0.000981912,"threshold_uncertainty_score":0.022752702},"labels":[],"label_agreement":null},{"id":"W3152592340","doi":"10.1007/978-4-431-56901-5_10","title":"The Urban Sustainability Indicators in Québec","year":2021,"lang":"en","type":"book-chapter","venue":"Global environmental studies","topic":"Sustainable Building Design and Assessment","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":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sustainability; Megacity; Socioeconomic status; Urban sustainability; Sustainable development; Environmental planning; Set (abstract data type); Performance indicator; Value (mathematics); Environmental economics; Geography; Environmental resource management; Business; Economics; Computer science; Political science; Sociology; Economy; Population","score_opus":0.006764255215180456,"score_gpt":0.21955991661025082,"score_spread":0.21279566139507036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152592340","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017679017,0.10610841,0.004342395,0.022505825,0.0028334004,0.00015127979,0.014563199,0.000648729,0.8311678],"genre_scores_gemma":[0.16255204,0.049707513,0.006627635,0.0013666025,0.000307346,0.00013905353,0.005268408,0.0003599692,0.77367145],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991048,0.00011414965,0.00003944319,0.00007294375,0.0005291371,0.00013947733],"domain_scores_gemma":[0.9988103,0.0001448539,0.000064946784,0.000037471564,0.00083073473,0.000111791676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096999825,0.00062163867,0.00037717613,0.0040443228,0.0023293244,0.004222295,0.00077796256,0.0006154264,0.015212562],"category_scores_gemma":[0.002314613,0.0003360419,0.00022699467,0.010122549,0.00094069284,0.0013087577,0.000814844,0.0013073176,0.0011581442],"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":[0.0000318148,0.000022247557,0.005188587,0.00025346462,0.000015760468,0.000103004684,0.0010543355,0.0024496578,0.0003239323,0.17117788,0.5279764,0.291403],"study_design_scores_gemma":[0.000002133323,0.0000053817726,0.010953868,0.00017751502,0.0000048235734,0.000028026216,0.00049986155,0.00068263843,0.000117933356,0.0023877306,0.9851232,0.00001705057],"about_ca_topic_score_codex":0.9877886,"about_ca_topic_score_gemma":0.9929576,"teacher_disagreement_score":0.064615324,"about_ca_system_score_codex":0.064615324,"about_ca_system_score_gemma":0.039406795,"threshold_uncertainty_score":0.4688192},"labels":[],"label_agreement":null},{"id":"W3154859891","doi":"10.5539/jms.v11n1p139","title":"Sustainability in the Construction Industry: A Critical Analysis Between Sustainable Development Indicators and Assessment Tools","year":2021,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal de Juiz de Fora; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Certification; Sustainability; Sustainable development; Business; Environmental resource management; Environmental planning; Environmental economics; Process management; Computer science; Geography; Environmental science; Management; Political science; Economics","score_opus":0.012011383564429164,"score_gpt":0.2879614248619118,"score_spread":0.27595004129748263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154859891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39574358,0.0971384,0.3138627,0.04392916,0.0016543507,0.003769479,0.001020959,0.00039799284,0.1424835],"genre_scores_gemma":[0.8634409,0.012454398,0.11994098,0.0009758411,0.0002462495,0.00090390985,0.00025235058,0.00013358139,0.0016518644],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9327546,0.042228296,0.0046416684,0.002371525,0.016245883,0.0017581162],"domain_scores_gemma":[0.83773315,0.11595816,0.008058275,0.0038277202,0.03247121,0.0019515546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07892977,0.0013919227,0.0010891015,0.024167037,0.0037528742,0.018633991,0.0013767659,0.0012089112,0.0022301069],"category_scores_gemma":[0.087323934,0.0007385918,0.00082800456,0.017370235,0.009347303,0.014245984,0.00663314,0.0034108511,0.00029801016],"study_design_candidate":"theoretical_or_conceptual","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":[0.00036817038,0.00032010573,0.07507841,0.005837086,0.00029990874,0.001027261,0.1331004,0.003286785,0.0067729885,0.19420688,0.005315637,0.57438624],"study_design_scores_gemma":[0.000042826046,0.00086578727,0.1297737,0.024505885,0.00049987,0.0017497691,0.42865774,0.011550563,0.010863662,0.16686113,0.22412683,0.0005023203],"about_ca_topic_score_codex":0.005709471,"about_ca_topic_score_gemma":0.0047859983,"teacher_disagreement_score":0.07892977,"about_ca_system_score_codex":0.01204303,"about_ca_system_score_gemma":0.015152885,"threshold_uncertainty_score":0.4174255},"labels":[],"label_agreement":null},{"id":"W3156262017","doi":"10.5539/jsd.v14n3p58","title":"Examining Distinctive Indicator Scopes Measuring Well-Being in Sustainable Development Assessment","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sustainable development; Sustainability; Psychology; Sociology; Political science; Geography; Ecology","score_opus":0.013913314521595848,"score_gpt":0.2359657547958551,"score_spread":0.22205244027425924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156262017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80682594,0.004650981,0.104265355,0.002528533,0.00023012621,0.00074118434,0.000778076,0.00009259862,0.07988711],"genre_scores_gemma":[0.9725816,0.00094040047,0.024941398,0.00013798907,0.000023379738,0.0004967642,0.0002452393,0.000016201886,0.00061696145],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9875557,0.007172724,0.0011906951,0.0007549542,0.0028346118,0.0004913581],"domain_scores_gemma":[0.9619875,0.023861004,0.0050917165,0.0015383073,0.006561019,0.00096037815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021162398,0.00061999727,0.0004627954,0.006778192,0.0011315774,0.0038681359,0.0007583093,0.00067368435,0.002072618],"category_scores_gemma":[0.047057856,0.00028643158,0.0010504128,0.007636176,0.0036601315,0.004705616,0.005159645,0.0014364197,0.00025971505],"study_design_candidate":"theoretical_or_conceptual","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":[0.0002321318,0.00025964007,0.46253905,0.0025280542,0.0003275599,0.000278735,0.06932734,0.0033132485,0.0030261145,0.10785239,0.002034405,0.34828135],"study_design_scores_gemma":[0.000033389886,0.0008494587,0.62657183,0.0052323733,0.0004860028,0.00056310627,0.20555066,0.015268425,0.0048995777,0.09764693,0.042607415,0.00029079258],"about_ca_topic_score_codex":0.002234439,"about_ca_topic_score_gemma":0.0049752938,"teacher_disagreement_score":0.021162398,"about_ca_system_score_codex":0.0022550272,"about_ca_system_score_gemma":0.0028284746,"threshold_uncertainty_score":0.11191881},"labels":[],"label_agreement":null},{"id":"W3156309481","doi":"10.1139/cjce-2020-0284","title":"Exploring the current challenges and emerging approaches in whole building life cycle assessment","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Scope (computer science); Life-cycle assessment; Declaration; Risk analysis (engineering); Computer science; Greenhouse gas; Environmental impact assessment; Building information modeling; Management science; Engineering; Business; Operations management; Production (economics)","score_opus":0.06172036989980101,"score_gpt":0.23980035916146958,"score_spread":0.17807998926166857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156309481","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014657914,0.53600144,0.3408454,0.048510414,0.0013857567,0.00027020465,0.00074470125,0.00033166842,0.057252485],"genre_scores_gemma":[0.22503468,0.44317374,0.31890094,0.0054923897,0.0014389938,0.00046762574,0.0009190012,0.00020893462,0.0043637715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830989,0.007825764,0.0011151949,0.001961591,0.0055014836,0.00049699604],"domain_scores_gemma":[0.9456475,0.03762136,0.0016664596,0.0021062547,0.012390751,0.00056771474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026739985,0.0011866948,0.0015295168,0.0074495855,0.001782977,0.011732946,0.0055480176,0.0029091241,0.0036338228],"category_scores_gemma":[0.030321656,0.0007638704,0.0016075302,0.010623302,0.0050009293,0.014908619,0.0035250613,0.004461644,0.0011663012],"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":[0.00004969913,0.00015991247,0.0049013924,0.011465134,0.00020810167,0.00024561,0.0026635944,0.020076003,0.0016877975,0.3311237,0.009538767,0.6178803],"study_design_scores_gemma":[0.000014022349,0.00012516865,0.0041344953,0.010575472,0.0001845589,0.00035485445,0.015528241,0.039087374,0.0024692765,0.5728897,0.35444167,0.00019520392],"about_ca_topic_score_codex":0.021039227,"about_ca_topic_score_gemma":0.030580204,"teacher_disagreement_score":0.026739985,"about_ca_system_score_codex":0.007233106,"about_ca_system_score_gemma":0.011426432,"threshold_uncertainty_score":0.14141625},"labels":[],"label_agreement":null},{"id":"W3160175149","doi":"10.3389/fpsyg.2021.624311","title":"Fostering Cultures of Sustainability in a Multi-Unit Office Building: A Theory of Change","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo; Humber Polytechnic; University of Waterloo; York University; Wilfrid Laurier University","funders":"","keywords":"Sustainability; Perspective (graphical); Culture change; Context (archaeology); Organizational change; Psychology; Public relations; Organizational culture; Work (physics); Theory of change; Sociology; Social psychology; Knowledge management; Political science; Social science; Computer science; Engineering","score_opus":0.058925343066571545,"score_gpt":0.3498256186976859,"score_spread":0.29090027563111437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160175149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3986431,0.0023703438,0.26677552,0.030346036,0.0005209244,0.00054045353,0.00008177728,0.00016202407,0.30055982],"genre_scores_gemma":[0.9777284,0.00042659682,0.019183654,0.00047335995,0.000027935337,0.00015558241,0.000011703966,0.0000130915805,0.0019795618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968317,0.0020492617,0.000082027786,0.00035734472,0.0003982228,0.00028144248],"domain_scores_gemma":[0.9969277,0.0016461136,0.00044660317,0.0002864364,0.00027825774,0.0004149646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034032043,0.00050146173,0.00031616096,0.0011217507,0.0034496365,0.005971623,0.0015769409,0.0016691977,0.0018896824],"category_scores_gemma":[0.0037934931,0.00030059947,0.0007776201,0.00083329424,0.016684,0.0050547463,0.00442242,0.0023135913,0.0002052555],"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":[0.00004659968,0.00035208478,0.009695995,0.00021439821,0.000045742356,0.0004980868,0.070255004,0.006690376,0.0008991774,0.8768813,0.0013359408,0.033085212],"study_design_scores_gemma":[0.00007637644,0.0004906042,0.010289803,0.00062283664,0.00009188514,0.000725998,0.08198194,0.03178084,0.0013790036,0.8084776,0.06397188,0.00011129953],"about_ca_topic_score_codex":0.0035034302,"about_ca_topic_score_gemma":0.003605593,"teacher_disagreement_score":0.005971623,"about_ca_system_score_codex":0.0047402615,"about_ca_system_score_gemma":0.0032262006,"threshold_uncertainty_score":0.03439319},"labels":[],"label_agreement":null},{"id":"W3160888964","doi":"","title":"Core public health functions for BC : evidence review : air quality-indoor","year":2006,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health","funders":"","keywords":"Public health; Quality (philosophy); Air quality index; Core (optical fiber); Environmental health; Computer science; Medicine; Telecommunications; Meteorology; Geography","score_opus":0.1522772781227507,"score_gpt":0.36927617196635626,"score_spread":0.21699889384360557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160888964","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013617049,0.9722201,0.0010636357,0.0054471623,0.0006727973,0.0006289827,0.0011153739,0.000028645021,0.005206264],"genre_scores_gemma":[0.29137093,0.6932877,0.0059075397,0.005435766,0.00093814544,0.00055905496,0.001048497,0.000021896882,0.0014305925],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9879694,0.005340593,0.0017518781,0.0007472615,0.0036597664,0.0005311141],"domain_scores_gemma":[0.94948554,0.032794334,0.008261329,0.00088483706,0.007128659,0.0014453278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126346955,0.0012865333,0.0039643086,0.0044541755,0.00090983586,0.0022362554,0.0019335671,0.0031920096,0.0067767347],"category_scores_gemma":[0.0376474,0.0006245515,0.0044566337,0.0037963653,0.0014490671,0.0010500447,0.0018743237,0.0020620713,0.00052390626],"study_design_candidate":"systematic_review","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":[0.006069466,0.00079436216,0.025828559,0.32724226,0.013066313,0.00024639402,0.00043490482,0.0007428756,0.0010884771,0.0014373008,0.012595665,0.6104535],"study_design_scores_gemma":[0.011942032,0.01121401,0.24144967,0.4018658,0.16298942,0.0014294788,0.0024273586,0.0013850902,0.0075773727,0.0052794944,0.15219869,0.00024164868],"about_ca_topic_score_codex":0.047225107,"about_ca_topic_score_gemma":0.17272522,"teacher_disagreement_score":0.9527749,"about_ca_system_score_codex":0.0049170176,"about_ca_system_score_gemma":0.013823736,"threshold_uncertainty_score":0.0939005},"labels":[],"label_agreement":null},{"id":"W3165094423","doi":"","title":"The Effects of a Green Nudge on Municipal Solid Waste: Evidence from a Clear Bag Policy","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Regression discontinuity design; Municipal solid waste; Nudge theory; Socioeconomic status; Public economics; Economics; Business; Environmental economics; Agricultural economics; Waste management; Engineering; Environmental health; Political science; Population","score_opus":0.009436316617683243,"score_gpt":0.25214458220277286,"score_spread":0.24270826558508962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165094423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560624,0.00037706917,0.00025211216,0.0005891322,0.000009980791,0.000028851582,0.00024499252,0.000005538864,0.002886064],"genre_scores_gemma":[0.9987595,0.00029888164,0.00015393928,0.00016852046,0.000006057189,0.000017488523,0.000121798184,0.0000027386773,0.00047101534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926963,0.0034953286,0.00029168834,0.0005876131,0.0013656024,0.0015634282],"domain_scores_gemma":[0.96922386,0.016254384,0.009100795,0.0016383018,0.0025639462,0.0012187387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005907128,0.00025451212,0.00053855794,0.0007629327,0.0012847516,0.0017301241,0.0014394863,0.0010050673,0.0020292345],"category_scores_gemma":[0.027236762,0.00021364295,0.0007205898,0.0017067996,0.002834641,0.0009100925,0.0018405442,0.0014822276,0.00015001996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029770397,0.003086399,0.9119326,0.0005657009,0.0012383683,0.00021286619,0.004672361,0.007206199,0.0011167706,0.009879872,0.0019382794,0.05517347],"study_design_scores_gemma":[0.00009623851,0.00091671426,0.9824697,0.00015070704,0.0005208266,0.0000129973405,0.005714572,0.0025740566,0.0012571088,0.0011105452,0.0051442,0.00003234623],"about_ca_topic_score_codex":0.6450569,"about_ca_topic_score_gemma":0.6913599,"teacher_disagreement_score":0.6450569,"about_ca_system_score_codex":0.01048739,"about_ca_system_score_gemma":0.01079358,"threshold_uncertainty_score":0.71406686},"labels":[],"label_agreement":null},{"id":"W3167341075","doi":"10.1088/1755-1315/787/1/012168","title":"A Review of Housing Certification Standards with a Focus on Energy Efficiency","year":2021,"lang":"en","type":"review","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","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":"Toronto Metropolitan University","funders":"","keywords":"Certification; Efficient energy use; Environmental economics; Energy conservation; Energy consumption; Order (exchange); Energy (signal processing); Set (abstract data type); Business; Architectural engineering; Risk analysis (engineering); Computer science; Engineering; Economics; Finance","score_opus":0.019752413118713036,"score_gpt":0.2511519931255884,"score_spread":0.23139958000687535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167341075","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052324135,0.99643916,0.00045487753,0.00033274872,0.0002701518,0.000022026836,0.000090232796,0.000012151585,0.0018553701],"genre_scores_gemma":[0.0036463002,0.9948512,0.00061875087,0.0001907888,0.00007462809,0.000018546945,0.00016619105,0.0000053020244,0.00042846828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977277,0.00042688558,0.0004588544,0.0002163355,0.0010756432,0.00009453828],"domain_scores_gemma":[0.9953219,0.0021797738,0.0006756086,0.00010881617,0.0016402509,0.000073634605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038376607,0.00076847704,0.001417821,0.0070807254,0.00034731982,0.0011344521,0.0013589142,0.00095286826,0.0023061235],"category_scores_gemma":[0.005896039,0.0005032082,0.00081233954,0.0073156143,0.000585235,0.0016765904,0.0007351723,0.0008239637,0.00074856816],"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":[0.000054773318,0.00007024339,0.0005762054,0.09099326,0.00014935249,0.00013197443,0.0002085994,0.0006048488,0.0017074386,0.008804977,0.028682392,0.8680159],"study_design_scores_gemma":[0.000009049103,0.00015668415,0.003560153,0.044313706,0.00038127592,0.00043099507,0.00023742093,0.00018940747,0.0013540183,0.0013924391,0.9479407,0.000034097524],"about_ca_topic_score_codex":0.0036608584,"about_ca_topic_score_gemma":0.0050024623,"teacher_disagreement_score":0.0070807254,"about_ca_system_score_codex":0.0011921994,"about_ca_system_score_gemma":0.004359945,"threshold_uncertainty_score":0.02029574},"labels":[],"label_agreement":null},{"id":"W3169362354","doi":"","title":"Towards regional interdisciplinary green infrastructure in Metro Vancouver","year":2021,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Sustainable Building Design and Assessment","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":"Green infrastructure; Placemaking; Environmental planning; Regional science; Geography; Urban planning; Engineering; Civil engineering; Urban design","score_opus":0.008934246608652201,"score_gpt":0.215885181533525,"score_spread":0.20695093492487282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169362354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79065824,0.0007694081,0.025587054,0.009304908,0.0001247045,0.00089597143,0.00007634609,0.00017768749,0.1724057],"genre_scores_gemma":[0.93510216,0.0005743697,0.02658001,0.00064583996,0.000012645927,0.0002968032,0.00008511001,0.000048946684,0.036654137],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965144,0.0015782986,0.00006369874,0.0002854455,0.00063581514,0.000922415],"domain_scores_gemma":[0.9965481,0.00079769804,0.00013035172,0.00021126696,0.0009032834,0.0014093326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046745045,0.00031198372,0.00021095564,0.0008732945,0.011517298,0.0064850734,0.001832131,0.0014885382,0.0041886433],"category_scores_gemma":[0.0038287078,0.00035545623,0.00025415566,0.0011510196,0.004400873,0.0013352114,0.010198229,0.0019558438,0.0005647953],"study_design_candidate":"observational","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":[0.00022266599,0.0011155746,0.045695078,0.0009434666,0.00007019193,0.0031708665,0.42457402,0.009588347,0.017825577,0.07621388,0.016973458,0.40360683],"study_design_scores_gemma":[0.00003901246,0.0003894341,0.023423988,0.00032275464,0.000024268405,0.00047645805,0.6383103,0.005252768,0.0029886342,0.014064166,0.31465042,0.000057697598],"about_ca_topic_score_codex":0.36525124,"about_ca_topic_score_gemma":0.7184065,"teacher_disagreement_score":0.63474876,"about_ca_system_score_codex":0.01760344,"about_ca_system_score_gemma":0.055551853,"threshold_uncertainty_score":0.7262505},"labels":[],"label_agreement":null},{"id":"W3171532427","doi":"10.18174/548327","title":"Integraal sturen op doelen voor duurzame landbouw via KPI’s","year":2021,"lang":"nl","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.017891415005652094,"score_gpt":0.26837336461013883,"score_spread":0.2504819496044867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171532427","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097593844,0.005518973,0.14451966,0.014464948,0.0008194218,0.0023109391,0.013891094,0.0047860784,0.7160951],"genre_scores_gemma":[0.6365534,0.010748626,0.14802925,0.0010179026,0.00022847562,0.00170551,0.025841257,0.0022115575,0.17366394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98274577,0.0030638603,0.0010020415,0.0015402143,0.0102195805,0.001428569],"domain_scores_gemma":[0.9869049,0.0029933567,0.0011187572,0.0015938684,0.0066565685,0.0007326458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010173677,0.0016032212,0.0011852945,0.0041396925,0.0016675107,0.012693213,0.0021448357,0.0014083178,0.026677953],"category_scores_gemma":[0.015934085,0.00088557537,0.0012549196,0.0059441477,0.002149256,0.009782956,0.0059927776,0.0026024873,0.007939801],"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":[0.00057434256,0.0007600256,0.046543904,0.0045630317,0.00025846192,0.00050708663,0.004936915,0.019192433,0.018636912,0.11795041,0.057263434,0.7288131],"study_design_scores_gemma":[0.000068855785,0.00061293226,0.064254254,0.0016948063,0.00029547984,0.00036817553,0.011121879,0.011392627,0.022670897,0.045138713,0.8420731,0.00030828637],"about_ca_topic_score_codex":0.06188176,"about_ca_topic_score_gemma":0.07537434,"teacher_disagreement_score":0.06188176,"about_ca_system_score_codex":0.010556275,"about_ca_system_score_gemma":0.017564058,"threshold_uncertainty_score":0.12304312},"labels":[],"label_agreement":null},{"id":"W3173184689","doi":"10.1088/2634-4505/ac0f32","title":"The concept of value in sustainable infrastructure systems: a literature review","year":2021,"lang":"en","type":"review","venue":"Environmental Research Infrastructure and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Interdependence; Variety (cybernetics); Value (mathematics); Context (archaeology); Management science; Critical infrastructure; Sustainable Value; Computer science; Conceptual framework; Knowledge management; Risk analysis (engineering); Business; Sociology; Economics; Social science; Computer security","score_opus":0.012064097725163963,"score_gpt":0.31535957298519884,"score_spread":0.30329547526003486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173184689","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019034786,0.997884,0.00021112531,0.0005233631,0.00010783678,0.0000073447145,0.000017849265,0.0000028527954,0.0010552532],"genre_scores_gemma":[0.002944572,0.9964139,0.00025432062,0.00016064923,0.000068345755,0.000010153702,0.000018020013,0.0000015517779,0.00012856253],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831605,0.0005863737,0.00024883662,0.00019826087,0.0005667183,0.00008372594],"domain_scores_gemma":[0.99145085,0.0068204994,0.00054181827,0.00010498144,0.0009882835,0.00009360932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034028876,0.0010431614,0.0019370643,0.008897135,0.0006917666,0.0033695898,0.0010843312,0.0016573044,0.003646614],"category_scores_gemma":[0.007788643,0.00056059484,0.0011723159,0.0157914,0.0016782273,0.0044810013,0.0014227782,0.0017776146,0.00062543014],"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":[0.00005389106,0.00007451627,0.000596545,0.15716475,0.00032108597,0.00023595667,0.0010366582,0.0011961444,0.0004972531,0.05049552,0.02218887,0.76613873],"study_design_scores_gemma":[0.0000118725775,0.00009430796,0.0035746892,0.22944461,0.0008491926,0.0009181068,0.0018225524,0.00046940052,0.0004379602,0.020102747,0.742199,0.00007561066],"about_ca_topic_score_codex":0.0050645065,"about_ca_topic_score_gemma":0.006964284,"teacher_disagreement_score":0.008897135,"about_ca_system_score_codex":0.0026879446,"about_ca_system_score_gemma":0.0068438617,"threshold_uncertainty_score":0.01950252},"labels":[],"label_agreement":null},{"id":"W3173657961","doi":"10.1108/sampj-03-2020-0068","title":"Business contributions to the sustainable development goals through community sustainability partnerships","year":2021,"lang":"en","type":"article","venue":"Sustainability Accounting Management and Policy Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of Waterloo; Athabasca University","funders":"University of Waterloo; Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Sustainability; General partnership; Business; Sustainable development; Sustainability organizations; Resource (disambiguation); Public relations; Knowledge management; Marketing; Environmental resource management; Political science; Economics; Computer science","score_opus":0.019938732038340425,"score_gpt":0.30136043391724016,"score_spread":0.28142170187889975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173657961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55802757,0.0012669804,0.019116325,0.016189175,0.00022616456,0.0005148176,0.00012631582,0.000194843,0.4043378],"genre_scores_gemma":[0.9899418,0.0004698188,0.0033089833,0.000535358,0.00002466327,0.000084505264,0.00004153444,0.000023796918,0.0055696405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907923,0.0061730817,0.00016944353,0.00046909036,0.0013394778,0.0010565748],"domain_scores_gemma":[0.98987573,0.0033097412,0.0012463172,0.0007316025,0.0013673356,0.0034692306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006618104,0.0003973593,0.00031324534,0.0017518981,0.0049135773,0.010917754,0.0011091913,0.0014117776,0.009577112],"category_scores_gemma":[0.011256061,0.0002530847,0.00041832606,0.001874122,0.0052187094,0.0065227216,0.01871557,0.0019466376,0.0013429885],"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":[0.00014026594,0.0015949173,0.14002362,0.0012701306,0.00017290222,0.0026678182,0.12879428,0.0028789802,0.0030088902,0.3768294,0.014881799,0.327737],"study_design_scores_gemma":[0.00005762685,0.00048591234,0.035307698,0.0013706036,0.000101967,0.0012027987,0.37457958,0.0029740669,0.0020729084,0.1744429,0.40730348,0.00010042464],"about_ca_topic_score_codex":0.0021668824,"about_ca_topic_score_gemma":0.0047111395,"teacher_disagreement_score":0.010917754,"about_ca_system_score_codex":0.0022043388,"about_ca_system_score_gemma":0.009157422,"threshold_uncertainty_score":0.035000265},"labels":[],"label_agreement":null},{"id":"W3174289992","doi":"10.3390/atmos12060794","title":"Indoor Environmental Health Assessment in Eco-Building and Its Case Study","year":2021,"lang":"en","type":"article","venue":"Atmosphere","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Analytic hierarchy process; Computer science; Delphi method; Ranking (information retrieval); Environmental quality; Delphi; Indoor air quality; Process (computing); Environmental impact assessment; Environmental science; Architectural engineering; Risk analysis (engineering); Environmental resource management; Operations research; Engineering; Business; Environmental engineering; Artificial intelligence","score_opus":0.010363682799066399,"score_gpt":0.2702309915092114,"score_spread":0.259867308710145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174289992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97481287,0.0002458523,0.011629129,0.00026516887,0.000016471911,0.0002154449,0.0003401282,0.000060456532,0.012414373],"genre_scores_gemma":[0.99338645,0.00015079418,0.0035873705,0.000017842975,0.0000059959266,0.00003322278,0.00008791795,0.0000033261754,0.002726997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993926,0.00025160544,0.000026458518,0.000051705094,0.00015431167,0.00012333179],"domain_scores_gemma":[0.9996501,0.00014478613,0.000028834924,0.000033306558,0.00008715792,0.000055854318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008254215,0.0005123568,0.00026851485,0.001027969,0.0007771201,0.00081738114,0.00055141095,0.0009165897,0.0027628161],"category_scores_gemma":[0.00064731954,0.00013628289,0.00048085907,0.0010162441,0.00062713755,0.00034620147,0.0007458594,0.0002065276,0.00022559607],"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":[0.0013249617,0.0027617824,0.2430713,0.0012350172,0.00024558345,0.05917071,0.006781187,0.4357848,0.021904431,0.030095872,0.006206746,0.1914176],"study_design_scores_gemma":[0.00023560677,0.0047269207,0.25958943,0.0003117692,0.0005343566,0.01364363,0.041047372,0.5664516,0.052195445,0.014647292,0.046363067,0.00025340708],"about_ca_topic_score_codex":0.022036713,"about_ca_topic_score_gemma":0.039644413,"teacher_disagreement_score":0.022036713,"about_ca_system_score_codex":0.001718577,"about_ca_system_score_gemma":0.0011069424,"threshold_uncertainty_score":0.043816864},"labels":[],"label_agreement":null},{"id":"W3175212534","doi":"10.3390/su13126969","title":"Decisions by Key Office Building Stakeholders to Build or Retrofit Green in Toronto’s Urban Core","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Certification; Valuation (finance); Environmental design; Economic rent; Business; Environmental economics; Greenhouse gas; Facility management; Sustainability; Price premium; Marketing; Finance; Willingness to pay; Economics; Engineering; Civil engineering; Management","score_opus":0.03351686123108788,"score_gpt":0.3002178857215987,"score_spread":0.2667010244905108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175212534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963736,0.00003095889,0.000064112784,0.0003356929,0.000001222531,0.000014431397,0.00003098536,0.000002068686,0.0031468808],"genre_scores_gemma":[0.99828595,0.000044799384,0.00009768713,0.00004621151,8.268481e-7,0.0000036961046,0.000024958881,0.0000013933736,0.0014943407],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992268,0.00020701475,0.000018295026,0.000048716858,0.00011082096,0.00038828354],"domain_scores_gemma":[0.9985203,0.0003651268,0.00022762989,0.000030473042,0.00025156786,0.00060500583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092440797,0.00015513362,0.00009393821,0.0003417678,0.0032267603,0.0017783544,0.0003882937,0.00040404775,0.004338368],"category_scores_gemma":[0.0015386591,0.00019524437,0.00011514937,0.00056460936,0.001297756,0.00057242275,0.0011549845,0.0003966489,0.00022759821],"study_design_candidate":"qualitative","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":[0.0006946841,0.00034865912,0.62883717,0.00022860838,0.00003967671,0.006760774,0.25182784,0.003411336,0.021421364,0.007862638,0.0096602775,0.068906955],"study_design_scores_gemma":[0.000011015237,0.00018033994,0.47200677,0.00006816234,0.00001813369,0.00024193918,0.50545865,0.0016693994,0.0022923702,0.0004890038,0.01751863,0.00004554225],"about_ca_topic_score_codex":0.486773,"about_ca_topic_score_gemma":0.8528537,"teacher_disagreement_score":0.486773,"about_ca_system_score_codex":0.016316216,"about_ca_system_score_gemma":0.006321576,"threshold_uncertainty_score":0.96787935},"labels":[],"label_agreement":null},{"id":"W3175419228","doi":"10.1080/17452007.2021.1941740","title":"Computerized DSS for evaluating design performance of residential buildings using additive weighting approach","year":2021,"lang":"en","type":"article","venue":"Architectural Engineering and Design Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Weighting; Multiple-criteria decision analysis; Rank (graph theory); Decision support system; Computer science; Process (computing); Architectural design; Architectural engineering; Engineering; Systems engineering; Operations research; Artificial intelligence; Architecture","score_opus":0.02794325319024687,"score_gpt":0.25117533192511393,"score_spread":0.22323207873486706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175419228","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19026917,0.00010765265,0.798576,0.000104095234,0.000031438398,0.0008293392,0.0009810794,0.0035254247,0.005575777],"genre_scores_gemma":[0.39838216,0.0000981101,0.5986323,0.000021021962,0.000010101089,0.000669309,0.00076717854,0.000052013536,0.0013679429],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800164,0.0009148002,0.00023596564,0.00017902149,0.00060249725,0.00006616384],"domain_scores_gemma":[0.99519074,0.002694839,0.00041554892,0.00038856006,0.0012014041,0.000108912594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033354722,0.0009714808,0.0007775146,0.0030920592,0.0003762157,0.0013037918,0.0007767163,0.00048750083,0.0039858934],"category_scores_gemma":[0.009185123,0.00036774448,0.00053413585,0.0024702838,0.00021743326,0.00089492294,0.0008761149,0.00050175504,0.00055340177],"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":[0.00065714045,0.00065981585,0.011109881,0.0005586972,0.00016484784,0.000145644,0.0008005808,0.3227291,0.02374851,0.008595931,0.003027446,0.62780243],"study_design_scores_gemma":[0.00009049725,0.00029828527,0.0026054794,0.00003268566,0.00005213842,0.000035282723,0.00021726331,0.98171574,0.0075722327,0.004198996,0.0031485395,0.000032873002],"about_ca_topic_score_codex":0.0030793196,"about_ca_topic_score_gemma":0.0049114563,"teacher_disagreement_score":0.0039858934,"about_ca_system_score_codex":0.0009804813,"about_ca_system_score_gemma":0.0009282305,"threshold_uncertainty_score":0.017639875},"labels":[],"label_agreement":null},{"id":"W3175452708","doi":"10.3390/encyclopedia1020039","title":"SEM-PLS Approach to Green Building","year":2021,"lang":"en","type":"article","venue":"Encyclopedia","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"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":"Renewable energy; Greenhouse gas; Structural equation modeling; Energy consumption; Natural resource; Environmental economics; Architectural engineering; Built environment; Efficient energy use; Sustainable design; Environmental resource management; Civil engineering; Environmental science; Sustainability; Computer science; Engineering; Ecology; Economics; Machine learning","score_opus":0.009677307565089851,"score_gpt":0.22946287895667228,"score_spread":0.21978557139158242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175452708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027442161,0.00079220114,0.93402046,0.0015072527,0.00016454529,0.0013062733,0.0018214693,0.0013546064,0.031591002],"genre_scores_gemma":[0.22146823,0.0013426848,0.7638076,0.0003446973,0.000055831166,0.0024817674,0.0017600153,0.0003480156,0.008391145],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919926,0.0055143996,0.00024938112,0.00072600634,0.0013486336,0.0001689518],"domain_scores_gemma":[0.99443495,0.0036529908,0.00035300822,0.0003900981,0.0010737211,0.00009521305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077923136,0.0019463929,0.00097373436,0.0029863818,0.0012188427,0.0029940144,0.0011868961,0.0008393975,0.012129519],"category_scores_gemma":[0.009703049,0.00060854905,0.001772007,0.005067739,0.0013225065,0.0017170879,0.0027855216,0.0023856575,0.0022166513],"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":[0.00023864674,0.00063201366,0.020871507,0.0026073037,0.00093494955,0.00058003695,0.009287962,0.074723065,0.0043302476,0.20555685,0.02459038,0.6556469],"study_design_scores_gemma":[0.00020352205,0.0009362207,0.025418192,0.0017080507,0.00055543164,0.0008317836,0.01778385,0.35881877,0.009214256,0.34419414,0.23999397,0.0003417812],"about_ca_topic_score_codex":0.004677876,"about_ca_topic_score_gemma":0.00948424,"teacher_disagreement_score":0.012129519,"about_ca_system_score_codex":0.0017989419,"about_ca_system_score_gemma":0.0048081414,"threshold_uncertainty_score":0.041210175},"labels":[],"label_agreement":null},{"id":"W3176005648","doi":"10.32920/ryerson.14644146.v1","title":"A comparison of bottom-up methods for estimating institutional building energy use to inform resource and emission reduction strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Top-down and bottom-up design; Christian ministry; Reduction (mathematics); Environmental economics; Resource (disambiguation); Scale (ratio); Demand reduction; Energy consumption; Environmental science; Efficient energy use; Energy (signal processing); Uncertainty reduction theory; Computer science; Environmental resource management; Engineering; Statistics; Economics; Mathematics; Geography","score_opus":0.05761938472645824,"score_gpt":0.3953219838546628,"score_spread":0.33770259912820455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176005648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17170507,0.00068091817,0.813545,0.00019584686,0.00007234106,0.00022873683,0.0014423756,0.0010475367,0.011082184],"genre_scores_gemma":[0.5404923,0.0005725755,0.4518505,0.00005905524,0.000027771335,0.0003011052,0.002342532,0.00036223396,0.0039919983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959592,0.0013584285,0.00014303658,0.00053409964,0.0018677101,0.0001375012],"domain_scores_gemma":[0.9914442,0.004502128,0.00053125824,0.0011184827,0.002303169,0.000100844954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005072564,0.001047667,0.00078476506,0.0032589948,0.00044775612,0.0016991097,0.0011815768,0.00065791287,0.0021141937],"category_scores_gemma":[0.017309224,0.00048421032,0.0008523291,0.002127633,0.00038559554,0.0012331154,0.001227477,0.0006663586,0.0007620346],"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":[0.00065330503,0.00031543354,0.10072816,0.00044558794,0.000553353,0.000069365546,0.0009449926,0.32135716,0.005746738,0.019039456,0.004041415,0.54610497],"study_design_scores_gemma":[0.00005166988,0.00023893302,0.04582783,0.00011067813,0.0001186563,0.000071021226,0.00060540397,0.9256982,0.0094907805,0.010631415,0.007033594,0.00012177345],"about_ca_topic_score_codex":0.03637272,"about_ca_topic_score_gemma":0.046223287,"teacher_disagreement_score":0.03637272,"about_ca_system_score_codex":0.0015025124,"about_ca_system_score_gemma":0.0014636668,"threshold_uncertainty_score":0.07232201},"labels":[],"label_agreement":null},{"id":"W3177722901","doi":"10.1016/j.scs.2021.103131","title":"Potential contribution of environmental building certifications to urban sustainability - Curitiba case study","year":2021,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Curitiba; Sustainability; Certification; Energy consumption; Work (physics); Business; Environmental economics; Consumption (sociology); Water efficiency; Resource (disambiguation); Natural resource economics; Environmental resource management; Environmental planning; Environmental science; Engineering; Economics","score_opus":0.005218895780570141,"score_gpt":0.23157367241478768,"score_spread":0.22635477663421755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177722901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93803,0.00011226447,0.0010169753,0.0014081172,0.000018614704,0.00020741593,0.00011527273,0.00003171648,0.05905978],"genre_scores_gemma":[0.99290824,0.000085907806,0.0007251019,0.0000604983,0.0000023712078,0.000033874097,0.000035574685,0.0000057928323,0.006142553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920267,0.00031184798,0.000010020647,0.000037860475,0.00010308252,0.00033462115],"domain_scores_gemma":[0.99844426,0.0006152497,0.000096802054,0.00011038727,0.00044638937,0.00028703967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010640738,0.00032689108,0.00017552217,0.0012599714,0.004113133,0.0018248673,0.0009780136,0.001187012,0.0062905904],"category_scores_gemma":[0.0023551008,0.0001955846,0.00028207872,0.0011610443,0.0014003229,0.0007287866,0.0014032945,0.0008105518,0.0003151814],"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":[0.0021705118,0.008799892,0.35691184,0.0013887341,0.0002324827,0.06086543,0.045765683,0.05855321,0.030036807,0.19992918,0.017897615,0.2174487],"study_design_scores_gemma":[0.00048195946,0.0019108426,0.35910317,0.0010440893,0.00044797038,0.0068523716,0.2602806,0.09624802,0.026249323,0.012110273,0.23502901,0.00024234572],"about_ca_topic_score_codex":0.33642066,"about_ca_topic_score_gemma":0.60351634,"teacher_disagreement_score":0.33642066,"about_ca_system_score_codex":0.009369919,"about_ca_system_score_gemma":0.008377573,"threshold_uncertainty_score":0.6689249},"labels":[],"label_agreement":null},{"id":"W3185045774","doi":"","title":"Sustainable Wood Products as Substitutes in Building Construction: Evidence Based on Price Elasticity of Demand in Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Elasticity (physics); Price elasticity of demand; Economics; Natural resource economics; Agricultural economics; Microeconomics","score_opus":0.013873313961447266,"score_gpt":0.21570285503468675,"score_spread":0.2018295410732395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185045774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94202876,0.027018815,0.00048167663,0.0031764358,0.0000821008,0.0000708032,0.006511693,0.000015687603,0.020614032],"genre_scores_gemma":[0.987689,0.009159787,0.00028351444,0.00024988042,0.000014014259,0.000010363231,0.0010781309,0.0000073920837,0.0015077485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690753,0.00046847275,0.00021019923,0.00033116006,0.0014662151,0.00061636814],"domain_scores_gemma":[0.9810239,0.0069164126,0.0036488145,0.0006599973,0.006503177,0.0012475494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003200788,0.0004921584,0.00088640436,0.0019956487,0.001897086,0.0022063241,0.0017350609,0.0007438209,0.005775735],"category_scores_gemma":[0.012989961,0.00043203615,0.0013092932,0.0047813696,0.0020640318,0.00088495156,0.0009107643,0.0014045895,0.00017842386],"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":[0.0038019614,0.0005284709,0.8788522,0.003182184,0.0017103534,0.00055475644,0.002249167,0.005032313,0.0008142751,0.01379735,0.008626701,0.08085024],"study_design_scores_gemma":[0.000301279,0.00022116983,0.96912014,0.0010751407,0.0016489059,0.000115829076,0.004760886,0.0038791888,0.00086999155,0.0018836387,0.016037503,0.00008635889],"about_ca_topic_score_codex":0.99474406,"about_ca_topic_score_gemma":0.9974312,"teacher_disagreement_score":0.038918734,"about_ca_system_score_codex":0.038918734,"about_ca_system_score_gemma":0.05480294,"threshold_uncertainty_score":0.28237647},"labels":[],"label_agreement":null},{"id":"W3185490322","doi":"10.4324/9781003172949-24","title":"Social Sustainability in Social and Affordable Housing","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Affordable housing; Sustainability; Social sustainability; Business; Economic growth; Economics","score_opus":0.019021080331085433,"score_gpt":0.2631595920003207,"score_spread":0.24413851166923525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185490322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010412883,0.023894787,0.0075266873,0.013116396,0.000535339,0.00006163775,0.00004107757,0.00005000959,0.94436127],"genre_scores_gemma":[0.5123215,0.0285282,0.008476286,0.003457909,0.00047168392,0.00013676347,0.000101512014,0.00011057617,0.44639564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992623,0.00026533482,0.000012527202,0.000043695138,0.00028012064,0.00013598468],"domain_scores_gemma":[0.9998117,0.000076553086,0.000011673468,0.00001240988,0.00005380596,0.00003395011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078712724,0.0003935906,0.00015257268,0.0007711778,0.0023217814,0.0038531884,0.0005070439,0.0011469864,0.0053040306],"category_scores_gemma":[0.00060566136,0.00012687307,0.00018317749,0.001385466,0.007825472,0.0019110579,0.0021045413,0.0010557993,0.00067299133],"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":[0.0000019634376,0.00001036542,0.00030805724,0.00006319541,0.0000014936961,0.00005546202,0.0026052005,0.0004905242,0.00008909008,0.9371638,0.020090654,0.039120235],"study_design_scores_gemma":[0.0000014620994,0.000010783226,0.0013083727,0.00028259936,0.0000021334392,0.000071465496,0.0038592122,0.0005962073,0.00024835547,0.2881722,0.70543915,0.0000081632925],"about_ca_topic_score_codex":0.06267573,"about_ca_topic_score_gemma":0.17550176,"teacher_disagreement_score":0.06267573,"about_ca_system_score_codex":0.010230055,"about_ca_system_score_gemma":0.007169313,"threshold_uncertainty_score":0.12462181},"labels":[],"label_agreement":null},{"id":"W3186102064","doi":"10.29173/mocs195","title":"Modelling International Project Feasibility of Sustainable Construction Management: Case Study of Tele-Communication Towers","year":2015,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Relevance (law); Project management; Sustainable development; Developing country; Phase (matter); Engineering; Process management; Environmental resource management; Business; Environmental economics; Management science; Engineering management; Systems engineering; Economics; Political science; Economic growth","score_opus":0.02948412566421455,"score_gpt":0.26157346975373885,"score_spread":0.2320893440895243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186102064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89535236,0.0001664514,0.07342705,0.0006600478,0.000020593236,0.00042497015,0.00030625932,0.00008167355,0.029560613],"genre_scores_gemma":[0.9716986,0.00018597428,0.024785966,0.00001767095,0.000004361886,0.0002676735,0.000125061,0.000019742265,0.002894903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99857485,0.00094882865,0.000045089026,0.00011430649,0.00014045999,0.00017641672],"domain_scores_gemma":[0.9967899,0.002451802,0.00024535586,0.0001559764,0.00019697532,0.0001599876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024933135,0.0006658321,0.00048683953,0.0009304557,0.0010714306,0.0020773495,0.0015591126,0.0024999268,0.003498874],"category_scores_gemma":[0.0035514222,0.0005722146,0.0010261886,0.0013355719,0.001647991,0.0021797505,0.0012439092,0.0011079182,0.0002569567],"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":[0.00011490738,0.00030397624,0.0060367743,0.00011514257,0.000026072434,0.0008965315,0.0007143864,0.96850175,0.0007819184,0.015859034,0.00039720244,0.0062522283],"study_design_scores_gemma":[0.00006305122,0.00031195823,0.0026310512,0.00005140284,0.00003050258,0.00015259147,0.0021797498,0.98647124,0.0009054962,0.004770533,0.0023938715,0.000038559356],"about_ca_topic_score_codex":0.018051766,"about_ca_topic_score_gemma":0.023918318,"teacher_disagreement_score":0.018051766,"about_ca_system_score_codex":0.002953183,"about_ca_system_score_gemma":0.0021743453,"threshold_uncertainty_score":0.03589338},"labels":[],"label_agreement":null},{"id":"W3186331498","doi":"10.2139/ssrn.3313748","title":"Understanding Social System Drivers of Green Building Innovation Adoption in Emerging Market Countries: The Role of Foreign Direct Investment","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Foreign direct investment; Business; Emerging markets; Investment (military); Industrial organization; Commerce; Economics; Finance; Politics; Political science","score_opus":0.010454995269112205,"score_gpt":0.21585351218333393,"score_spread":0.20539851691422173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186331498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586356,0.00015533484,0.00014744206,0.00055943354,0.000004914355,0.0000058258042,0.00008416568,0.0000020413393,0.003177369],"genre_scores_gemma":[0.9996153,0.00007677922,0.00002419311,0.000016169997,0.0000025023921,0.0000016308117,0.000038176306,8.2844366e-7,0.00022441483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947864,0.00015231362,0.00002260281,0.000058223275,0.000044291945,0.00024388768],"domain_scores_gemma":[0.9955564,0.00202706,0.0012744978,0.00013634868,0.0003765668,0.00062914664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010871161,0.00023900317,0.00028649493,0.0011654211,0.000675574,0.0028816578,0.0003049844,0.00067053677,0.0058318856],"category_scores_gemma":[0.0028538597,0.00015927083,0.0005225679,0.0016294539,0.0011840775,0.0024675264,0.0020280434,0.0012256852,0.0002700692],"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":[0.00014548747,0.0002101936,0.96922964,0.000046287594,0.00014300451,0.00041508573,0.00436369,0.0023823064,0.0004216015,0.013631045,0.00047936296,0.008532336],"study_design_scores_gemma":[0.000013705761,0.00010353998,0.95822245,0.00007810034,0.00010174846,0.00009444132,0.029851098,0.0052147647,0.00033421774,0.003715853,0.0022494711,0.000020464457],"about_ca_topic_score_codex":0.029163862,"about_ca_topic_score_gemma":0.030919502,"teacher_disagreement_score":0.029163862,"about_ca_system_score_codex":0.0013012692,"about_ca_system_score_gemma":0.0014701337,"threshold_uncertainty_score":0.057988226},"labels":[],"label_agreement":null},{"id":"W3186775644","doi":"10.18280/ijdne.160303","title":"Defining Sustainability in Afghanistan’s Built Environment: A Case Study of World Bank Building in Kabul and Comparative Analysis of Prominent Literature","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Sustainability; Built environment; Sustainable development; Sustainable design; Architectural engineering; Realm; Environmental resource management; Engineering; Business; Environmental planning; Civil engineering; Political science; Geography; Ecology; Economics","score_opus":0.010987217252889214,"score_gpt":0.28053199192856954,"score_spread":0.26954477467568033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186775644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604319,0.0033183561,0.0005991711,0.0038835509,0.0000829292,0.00012073471,0.000075873715,0.000007689886,0.03147977],"genre_scores_gemma":[0.9900423,0.0038678006,0.0007755327,0.00047356528,0.000021183501,0.00006657486,0.000039058705,0.000008963408,0.004705019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997773,0.0012805543,0.000058923302,0.000104978855,0.00021061319,0.0005718976],"domain_scores_gemma":[0.9986638,0.00079843536,0.00015198103,0.00003646741,0.00015184876,0.00019737103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027904809,0.0007278905,0.0005496693,0.003363077,0.016736407,0.0065403585,0.0017504026,0.0025711234,0.0050652316],"category_scores_gemma":[0.0022955015,0.0005092499,0.00037894284,0.008346408,0.007064106,0.0036966128,0.004143445,0.001896189,0.00034119352],"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":[0.00009535496,0.000449266,0.01835961,0.0009204926,0.000029074134,0.027254006,0.87705916,0.0005672596,0.0010584655,0.033363402,0.005488035,0.035355814],"study_design_scores_gemma":[0.0000032327355,0.000034844423,0.0066804253,0.00026874105,0.000009370534,0.0008142356,0.97379863,0.00009297421,0.00020328982,0.0006079894,0.017472377,0.000013908642],"about_ca_topic_score_codex":0.04397919,"about_ca_topic_score_gemma":0.1604966,"teacher_disagreement_score":0.04397919,"about_ca_system_score_codex":0.013782629,"about_ca_system_score_gemma":0.0065879463,"threshold_uncertainty_score":0.10000044},"labels":[],"label_agreement":null},{"id":"W319052871","doi":"","title":"Tackling Climate Change in the U.S.: The Potential for Greenhouse Gas Reductions in the Buildings Sector","year":2007,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Sustainable Building Design and Assessment","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":"Greenhouse gas; Climate change; Quarter (Canadian coin); Natural resource economics; Environmental science; Global warming; Climate change mitigation; Greenhouse; Greenhouse effect; Agricultural economics; Economics; Geography","score_opus":0.014196964735159464,"score_gpt":0.24524438628202927,"score_spread":0.2310474215468698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W319052871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14890717,0.1623764,0.014570966,0.2456914,0.0046788766,0.00014910739,0.0020178116,0.00047151055,0.4211367],"genre_scores_gemma":[0.8556742,0.10169862,0.014050945,0.009574955,0.0011971046,0.00009324135,0.0011073345,0.00005150529,0.016552124],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965084,0.00013052122,0.000009725916,0.000026475856,0.00012677096,0.000055590142],"domain_scores_gemma":[0.999683,0.00008189436,0.000047227975,0.000008941272,0.00012361941,0.00005537372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456152,0.00042073923,0.00016756149,0.0005746588,0.0010627776,0.0019061321,0.0002853141,0.0013300995,0.005447753],"category_scores_gemma":[0.0008047474,0.000093356415,0.00022183711,0.0010789838,0.00050166226,0.0015463053,0.0007883666,0.00090158376,0.0009412326],"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":[0.0002965231,0.00025621388,0.02024605,0.0012004514,0.00006768209,0.00034168715,0.0005794185,0.011441676,0.007524576,0.07531876,0.1939962,0.68873084],"study_design_scores_gemma":[0.000052397834,0.00074778835,0.040943,0.0018276238,0.0001779135,0.0005026083,0.0059720944,0.016176669,0.010667376,0.08606645,0.83676445,0.00010153354],"about_ca_topic_score_codex":0.018273579,"about_ca_topic_score_gemma":0.05988501,"teacher_disagreement_score":0.018273579,"about_ca_system_score_codex":0.0016922938,"about_ca_system_score_gemma":0.004328338,"threshold_uncertainty_score":0.036334455},"labels":[],"label_agreement":null},{"id":"W3192706618","doi":"10.3390/su13168719","title":"Sustainability Assessment of Modern High-Rise Timber Buildings","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":44,"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":"Sustainability; Popularity; Engineering; Architectural engineering; Environmental resource management; Social sustainability; Civil engineering; Environmental planning; Business; Geography; Economics; Ecology; Political science","score_opus":0.0061277025259991545,"score_gpt":0.2677124577196662,"score_spread":0.26158475519366703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192706618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494717,0.00057152443,0.034508545,0.000052332387,0.000006067355,0.00008631016,0.00025069455,0.000046926107,0.015005847],"genre_scores_gemma":[0.99060297,0.00016426062,0.00847099,0.0000038673893,0.0000035248695,0.000019714347,0.00012014608,0.0000044322796,0.0006101681],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99886763,0.00028170174,0.000052448508,0.000053597334,0.00067170267,0.00007304031],"domain_scores_gemma":[0.99928254,0.00019044802,0.00018420484,0.000039527487,0.00024365525,0.000059792917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010695104,0.00031442748,0.00025052953,0.0022326834,0.0005006455,0.0011906481,0.0003053859,0.0003595073,0.00074565155],"category_scores_gemma":[0.0014452264,0.00011406929,0.00033879108,0.0018119289,0.0005716079,0.0007530108,0.000997065,0.00023243295,0.00011852411],"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":[0.00024456522,0.00027305257,0.33495158,0.00048020642,0.00022576831,0.00063684274,0.0027016534,0.33803573,0.030302959,0.01874713,0.0008958737,0.27250466],"study_design_scores_gemma":[0.000011977836,0.00060723705,0.666004,0.00021369333,0.00008958634,0.00061207294,0.006887158,0.28191176,0.014284819,0.015997427,0.013263436,0.000116792486],"about_ca_topic_score_codex":0.006028146,"about_ca_topic_score_gemma":0.019100307,"teacher_disagreement_score":0.006028146,"about_ca_system_score_codex":0.0011849514,"about_ca_system_score_gemma":0.00057573087,"threshold_uncertainty_score":0.011986136},"labels":[],"label_agreement":null},{"id":"W319367720","doi":"10.71781/3001","title":"Évaluation environnementale de systèmes de construction de cloisons résidentielles : réflexions sur l'adaptabilité et la flexibilité","year":2010,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","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":"Humanities; Political science; Art","score_opus":0.025030184957429095,"score_gpt":0.3123536196602175,"score_spread":0.2873234347027884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W319367720","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82510966,0.0026906875,0.14551546,0.0004991637,0.000060214104,0.00067923364,0.0006415706,0.00072610466,0.024077823],"genre_scores_gemma":[0.9533509,0.00080925145,0.04024752,0.00004176678,0.000007876718,0.00022597953,0.0005081253,0.0000877772,0.0047208196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99583024,0.0012055434,0.0002056675,0.00043559266,0.0020023366,0.00032065596],"domain_scores_gemma":[0.9934105,0.0019657158,0.00054955087,0.00055802916,0.0032763039,0.0002397552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070395726,0.0008428901,0.00078649254,0.0016680427,0.0009025038,0.0036082868,0.0010958858,0.0007949951,0.0034226682],"category_scores_gemma":[0.008988843,0.0003632033,0.00091637915,0.0014545552,0.0013802818,0.0020369678,0.0011580145,0.000666783,0.0004374985],"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":[0.0013025037,0.000515418,0.0830314,0.004602025,0.0005898593,0.00032557797,0.008492133,0.36717278,0.089992076,0.016301386,0.0029626787,0.42471215],"study_design_scores_gemma":[0.00016066832,0.006767373,0.24194212,0.0018732232,0.0009229649,0.0004514429,0.01901925,0.51016706,0.13167983,0.010012346,0.07654425,0.0004594074],"about_ca_topic_score_codex":0.07949669,"about_ca_topic_score_gemma":0.11284769,"teacher_disagreement_score":0.07949669,"about_ca_system_score_codex":0.0060258317,"about_ca_system_score_gemma":0.0048877546,"threshold_uncertainty_score":0.15806794},"labels":[],"label_agreement":null},{"id":"W3194253848","doi":"10.32920/ryerson.14644293.v1","title":"Evaluating the comparability of environmental product declarations for use as a decision-making tool for building designers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Centres of Excellence","keywords":"Comparability; Product (mathematics); Inclusion (mineral); Risk analysis (engineering); Engineering; Business; Psychology; Mathematics","score_opus":0.07741686185676928,"score_gpt":0.3736958474963612,"score_spread":0.29627898563959193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194253848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.832464,0.0010234175,0.113283284,0.0008971338,0.00042463365,0.0035610779,0.0029745123,0.0004189657,0.04495305],"genre_scores_gemma":[0.900418,0.00027211767,0.092588246,0.00013771276,0.00006934532,0.0027469601,0.0020459828,0.00017444986,0.001547225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.75365925,0.16797848,0.023956435,0.008209207,0.044084266,0.0021123714],"domain_scores_gemma":[0.3021233,0.54906684,0.030354297,0.047861453,0.068917796,0.0016763287],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2476553,0.0007465624,0.0008317132,0.0111295935,0.0018754178,0.0080256825,0.002375149,0.0013763773,0.007270094],"category_scores_gemma":[0.54861706,0.00054409995,0.0015923512,0.009335953,0.0039253156,0.0077957646,0.006719583,0.0019795124,0.0010168334],"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":[0.007639391,0.0011587713,0.17440173,0.0046118633,0.0012477846,0.0004680587,0.1509482,0.008876723,0.010523856,0.045468293,0.004773361,0.5898819],"study_design_scores_gemma":[0.0014883186,0.010855518,0.44251952,0.0075661475,0.0014779351,0.00080465863,0.18929023,0.037231755,0.046747196,0.097167134,0.16376701,0.0010846417],"about_ca_topic_score_codex":0.0042984,"about_ca_topic_score_gemma":0.004786748,"teacher_disagreement_score":0.2476553,"about_ca_system_score_codex":0.004859679,"about_ca_system_score_gemma":0.0048958883,"threshold_uncertainty_score":0.92777497},"labels":[],"label_agreement":null},{"id":"W3195968567","doi":"10.1016/j.buildenv.2021.108268","title":"Understanding the psycho-environmental potential functions of a green building to promote employee health, wellbeing and productivity: A theoretical perspective","year":2021,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Wilfrid Laurier University","funders":"","keywords":"Productivity; Function (biology); Pleasure; Sustainability; Perspective (graphical); Architectural engineering; Business; Engineering; Psychology; Economics; Computer science; Ecology; Economic growth","score_opus":0.015454405474505722,"score_gpt":0.23386381354238822,"score_spread":0.2184094080678825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195968567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14512543,0.010239863,0.17218517,0.14036103,0.0005226656,0.00014885559,0.00021030517,0.00007286844,0.5311338],"genre_scores_gemma":[0.97854596,0.0025876316,0.010835214,0.0024573533,0.00016823408,0.000117546275,0.000037433423,0.000015073799,0.005235588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992494,0.00042865938,0.00001668415,0.00007275761,0.00010303613,0.00012941891],"domain_scores_gemma":[0.99847287,0.0010507539,0.00013801608,0.000060776005,0.0001456673,0.00013186225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020905838,0.000763452,0.00031154352,0.0013832861,0.0019256364,0.006946854,0.0014559119,0.0032705083,0.0056691766],"category_scores_gemma":[0.0015353361,0.00037177315,0.00059232285,0.0008102364,0.013654504,0.004270555,0.0023708122,0.0030619057,0.0005019186],"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":[0.000010212897,0.00006950528,0.0005750113,0.00008165959,0.000007288103,0.00008361993,0.0025633704,0.001574015,0.00036435114,0.99007636,0.00043428145,0.004160439],"study_design_scores_gemma":[0.000017136917,0.00007846193,0.0018769663,0.00023703375,0.000022251963,0.00026818208,0.014179128,0.0066064014,0.0005842516,0.9553459,0.020762047,0.00002222946],"about_ca_topic_score_codex":0.0026731114,"about_ca_topic_score_gemma":0.003164145,"teacher_disagreement_score":0.006946854,"about_ca_system_score_codex":0.0033923972,"about_ca_system_score_gemma":0.0031105457,"threshold_uncertainty_score":0.024613678},"labels":[],"label_agreement":null},{"id":"W3197187039","doi":"10.1016/j.resconrec.2021.105885","title":"Capturing variability in material intensity of single-family dwellings: A case study of Toronto, Canada","year":2021,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Toronto; Ontario Centres of Excellence; BASF","keywords":"Geography; Single family; Architectural engineering; Engineering; Civil engineering","score_opus":0.01598912276567333,"score_gpt":0.21705674954759316,"score_spread":0.20106762678191983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197187039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99550784,0.00020830757,0.0006662772,0.0001211992,0.000005128739,0.000060359576,0.0013035822,0.00001632827,0.0021109758],"genre_scores_gemma":[0.9956573,0.00021060118,0.0013630869,0.00004818165,0.0000027500726,0.00003339773,0.0008282952,0.000016340877,0.0018400574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992235,0.000102967446,0.000030549516,0.00014528577,0.00022552832,0.0002722937],"domain_scores_gemma":[0.9981432,0.00039542242,0.00015496206,0.00008782251,0.0009549099,0.00026370594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006537707,0.00044100042,0.00051504787,0.0016469125,0.0041019567,0.0021643897,0.0019253972,0.000668059,0.0019565383],"category_scores_gemma":[0.0026569788,0.0003571291,0.00052965916,0.0055439067,0.0011213148,0.0005496101,0.0010508407,0.0005448833,0.0002489207],"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":[0.00045704038,0.00035389952,0.87785625,0.00030478498,0.0003822634,0.002743421,0.040584,0.008803998,0.0046762098,0.0015568164,0.00581653,0.056464832],"study_design_scores_gemma":[0.000012082697,0.00005995415,0.93862605,0.00010154522,0.000067602945,0.00016261241,0.047505096,0.007657003,0.00061618345,0.00014756381,0.0049935672,0.000050820112],"about_ca_topic_score_codex":0.9963871,"about_ca_topic_score_gemma":0.9990797,"teacher_disagreement_score":0.03244597,"about_ca_system_score_codex":0.03244597,"about_ca_system_score_gemma":0.02123408,"threshold_uncertainty_score":0.23541307},"labels":[],"label_agreement":null},{"id":"W3197296646","doi":"10.37357/1068/jser.2.1.01","title":"Smart and sustainable building appraisal","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Energy Revolution","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Efficient energy use; Environmental economics; Greenhouse gas; Context (archaeology); Energy conservation; Energy consumption; Sustainable development; Energy planning; Energy engineering; Business; Environmental resource management; Architectural engineering; Engineering; Economics; Political science; Renewable energy","score_opus":0.005967148421311315,"score_gpt":0.23005911839316395,"score_spread":0.22409196997185263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197296646","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021739276,0.010439282,0.09666894,0.014268703,0.0012040086,0.0002469291,0.00026366583,0.00025310885,0.8549161],"genre_scores_gemma":[0.806718,0.016762879,0.046302106,0.0017609898,0.0007924502,0.0002622267,0.00039092425,0.00014322446,0.12686723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979401,0.0005414171,0.000074961325,0.00020039981,0.0010614413,0.00018175352],"domain_scores_gemma":[0.9991756,0.00023239147,0.000110732246,0.00012085343,0.00026290194,0.00009745618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015657307,0.0007042771,0.00041274246,0.0013923236,0.0010797251,0.0053208163,0.00057210744,0.001060661,0.012541199],"category_scores_gemma":[0.0032592863,0.00024281995,0.00032591337,0.001384345,0.0032785716,0.003500751,0.003449066,0.0010983915,0.002233458],"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":[0.0000150488495,0.000026205968,0.0016420771,0.0002987527,0.00001302793,0.00012592247,0.00080150616,0.006938016,0.0007777055,0.8496924,0.016799083,0.1228702],"study_design_scores_gemma":[0.000006106646,0.000063067775,0.0044382233,0.00043269628,0.0000143688685,0.00016702303,0.002911921,0.0058893315,0.0009476433,0.47356513,0.5115204,0.000044026132],"about_ca_topic_score_codex":0.0015222026,"about_ca_topic_score_gemma":0.0032852665,"teacher_disagreement_score":0.012541199,"about_ca_system_score_codex":0.0021000588,"about_ca_system_score_gemma":0.0021773372,"threshold_uncertainty_score":0.041954517},"labels":[],"label_agreement":null},{"id":"W3198560570","doi":"10.5194/isprs-archives-xlvi-4-w1-2021-21-2021","title":"ENVIRONMENT-BASED DESIGN (EBD) APPROACH TO IDENTIFY CRITICAL ISSUES IN MANAGING MUNICIPAL SOLID WASTE: NAIROBI, KENYAN CASE STUDY","year":2021,"lang":"en","type":"article","venue":"˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Concordia University","funders":"","keywords":"Identification (biology); Kenya; Environmental planning; Business; Risk analysis (engineering); Engineering; Computer science; Geography; Political science; Ecology","score_opus":0.025530050821549584,"score_gpt":0.296535650733142,"score_spread":0.2710055999115924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198560570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7860168,0.0016238294,0.086795375,0.0023884801,0.000038644237,0.0025231107,0.00047293573,0.000069186885,0.12007171],"genre_scores_gemma":[0.8857925,0.00088852807,0.09765559,0.00014256187,0.0000050696713,0.0009706395,0.00016852001,0.000015959376,0.0143607],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823916,0.0011216436,0.00008021542,0.00009285268,0.0002770211,0.00018908952],"domain_scores_gemma":[0.9986928,0.00081881694,0.000130533,0.00006202751,0.00021950576,0.00007636786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027466242,0.0008053408,0.00030213545,0.0024656327,0.0048078247,0.00203292,0.0012674424,0.0017086586,0.004692175],"category_scores_gemma":[0.002349431,0.00045649952,0.00041615794,0.0023725291,0.0016553507,0.0009998688,0.0015352081,0.0006588384,0.00028234508],"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":[0.00093665964,0.00375221,0.101445526,0.004469845,0.00025019312,0.039509874,0.08166482,0.24494272,0.020316916,0.15269017,0.010441487,0.33957964],"study_design_scores_gemma":[0.0005572097,0.0018607732,0.07192074,0.0026307222,0.00037904712,0.0072279586,0.309346,0.27626514,0.017740512,0.03342756,0.27836967,0.0002747199],"about_ca_topic_score_codex":0.033937864,"about_ca_topic_score_gemma":0.14698121,"teacher_disagreement_score":0.033937864,"about_ca_system_score_codex":0.0062064338,"about_ca_system_score_gemma":0.006283405,"threshold_uncertainty_score":0.06748068},"labels":[],"label_agreement":null},{"id":"W3198867088","doi":"10.11575/prism/33105","title":"Sustainable Building Advancements for Alberta","year":2018,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Business; Computer science; Geology","score_opus":0.007133496996747932,"score_gpt":0.21113123427704267,"score_spread":0.20399773728029474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198867088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010784603,0.026051022,0.0020275442,0.051264543,0.004010034,0.000088741675,0.0017663242,0.0005119963,0.90349513],"genre_scores_gemma":[0.073996775,0.016859248,0.00570002,0.0019539124,0.00027497933,0.000038227612,0.0017604074,0.00010070328,0.89931566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933726,0.00003359205,0.00001049037,0.00003296542,0.00041865208,0.00016710881],"domain_scores_gemma":[0.9993642,0.000026689115,0.000012062582,0.000030917603,0.00024087809,0.0003252622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093100546,0.00045009906,0.00013041776,0.0008125238,0.0026747559,0.0024819332,0.0007488932,0.0012098956,0.031456508],"category_scores_gemma":[0.0007475117,0.00015197955,0.00022943756,0.0010984883,0.0006530729,0.0005560338,0.002275286,0.0015059485,0.0035001321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003895655,0.00005741061,0.0014031691,0.00017725653,0.0000058520623,0.00036435894,0.0004342595,0.0016013801,0.001084829,0.12617701,0.60059756,0.26805797],"study_design_scores_gemma":[0.0000017784264,0.0000062903373,0.0013112864,0.000049718466,0.0000010263984,0.000039915445,0.00016391667,0.00016929212,0.00012292607,0.0020863093,0.9960443,0.0000033054243],"about_ca_topic_score_codex":0.59332335,"about_ca_topic_score_gemma":0.86267084,"teacher_disagreement_score":0.40667665,"about_ca_system_score_codex":0.01568843,"about_ca_system_score_gemma":0.0477417,"threshold_uncertainty_score":0.8181433},"labels":[],"label_agreement":null},{"id":"W3199433642","doi":"10.32920/ryerson.14643876.v1","title":"A life-cycle based decision-making framework for electricity generation system planning","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Stakeholder; Electricity generation; Flexibility (engineering); Environmental economics; Electricity; Greenhouse gas; Life-cycle assessment; Context (archaeology); Renewable energy; Reliability (semiconductor); Operations research; Computer science; Engineering; Production (economics); Economics; Power (physics)","score_opus":0.022718992714775798,"score_gpt":0.29292470123013375,"score_spread":0.27020570851535797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199433642","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020329505,0.00039267438,0.98890543,0.0007081386,0.00005788446,0.00013605037,0.00014954241,0.00008123659,0.0075360555],"genre_scores_gemma":[0.20799403,0.0011013357,0.78624636,0.00020825097,0.000104754625,0.0009032217,0.00048622943,0.00006950015,0.0028863472],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99672604,0.0020264038,0.00017002628,0.0002478988,0.00061731227,0.00021237238],"domain_scores_gemma":[0.99739325,0.0016708616,0.00017193909,0.00013615414,0.00048052525,0.00014736353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065940404,0.0018995065,0.0013270968,0.001720724,0.0013974606,0.0046356306,0.002896186,0.0017729088,0.004532976],"category_scores_gemma":[0.0064736637,0.0009045213,0.0021366288,0.0023658404,0.002423368,0.0028669802,0.0019777233,0.0030744432,0.000764],"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":[0.000017394303,0.00004570894,0.00022239899,0.00010264092,0.00005457705,0.0001292522,0.00018166049,0.6383797,0.00022058706,0.3441858,0.00113514,0.015325148],"study_design_scores_gemma":[0.000028276208,0.000038001748,0.00009943576,0.00011578859,0.000026474574,0.000043661184,0.0001189101,0.64369285,0.00022797026,0.3436605,0.0119137615,0.000034347566],"about_ca_topic_score_codex":0.01781081,"about_ca_topic_score_gemma":0.022456385,"teacher_disagreement_score":0.01781081,"about_ca_system_score_codex":0.006263334,"about_ca_system_score_gemma":0.0064254594,"threshold_uncertainty_score":0.045443833},"labels":[],"label_agreement":null},{"id":"W3200357622","doi":"10.1108/sasbe-03-2021-0049","title":"Sustainability assessment model for heritage buildings","year":2021,"lang":"en","type":"article","venue":"Smart and Sustainable Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Sustainability; TOPSIS; Fuzzy logic; Originality; Architectural engineering; Scale (ratio); Environmental resource management; Cultural heritage; Built environment; Decision-making models; Computer science; Environmental economics; Civil engineering; Engineering; Operations research; Environmental science; Geography; Artificial intelligence; Economics; Political science; Cartography","score_opus":0.009434016914094083,"score_gpt":0.23577542586997866,"score_spread":0.22634140895588456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200357622","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100032896,0.0009339054,0.77316064,0.001154459,0.00013687048,0.000319482,0.0015397213,0.00050400244,0.12221798],"genre_scores_gemma":[0.91057277,0.0008395395,0.058879863,0.00010342078,0.00004402225,0.00038577348,0.0008790955,0.00006444598,0.02823089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995041,0.00015240135,0.000023886143,0.00008762939,0.00016894037,0.00006308368],"domain_scores_gemma":[0.9996555,0.00011585128,0.00004826278,0.000012968561,0.0001489651,0.000018516752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007669013,0.00070973905,0.00033849519,0.0010479819,0.0005630667,0.0018650708,0.00094364356,0.00081511115,0.0073670773],"category_scores_gemma":[0.0012961444,0.00020360782,0.0009345693,0.00087162066,0.00039728466,0.00097367406,0.0009030982,0.00083647046,0.0009303949],"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":[0.000019404968,0.000037723028,0.0018121564,0.000087982604,0.00002621349,0.0001233219,0.00013767986,0.9315302,0.00084300066,0.043332856,0.0013607845,0.020688746],"study_design_scores_gemma":[0.0000058004675,0.000027441607,0.00079457386,0.00003140428,0.000015516505,0.00005432957,0.00012548866,0.9768167,0.00023567953,0.015167616,0.0067133666,0.0000120364775],"about_ca_topic_score_codex":0.02152559,"about_ca_topic_score_gemma":0.015076515,"teacher_disagreement_score":0.02152559,"about_ca_system_score_codex":0.002349251,"about_ca_system_score_gemma":0.0019026751,"threshold_uncertainty_score":0.042800605},"labels":[],"label_agreement":null},{"id":"W3200545027","doi":"10.1108/ijbpa-03-2021-0036","title":"Condition assessment model of building indoor environment: a case study on educational buildings","year":2021,"lang":"en","type":"article","venue":"International Journal of Building Pathology and Adaptation","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; London Health Sciences Centre","funders":"","keywords":"Analytic hierarchy process; Facility management; Environmental quality; Architectural engineering; Building design; Computer science; Space (punctuation); Process (computing); Principal (computer security); Mathematics; Operations research; Engineering; Business","score_opus":0.024627534163089097,"score_gpt":0.30721877633277517,"score_spread":0.28259124216968606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200545027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8071555,0.00037623066,0.1664291,0.00048505355,0.000031824624,0.0007739319,0.00049301924,0.00029524078,0.023960082],"genre_scores_gemma":[0.97005975,0.00012146914,0.02761439,0.000013977286,0.000005202766,0.0001689207,0.000103689,0.000011385375,0.001901258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99895763,0.00052585185,0.000052679123,0.00013395053,0.00020128657,0.0001286217],"domain_scores_gemma":[0.9980726,0.0012446712,0.00014694055,0.000107447435,0.00033138873,0.00009695252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016076205,0.00064218254,0.000365551,0.0010247042,0.0010985406,0.0019298282,0.0014860654,0.0012995617,0.003420288],"category_scores_gemma":[0.0027491865,0.00027110317,0.00079002295,0.0012536788,0.0010433005,0.0013598131,0.0011482075,0.00077083946,0.0002618713],"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":[0.00033602075,0.0008992742,0.055748776,0.00045810876,0.000075876436,0.0033843422,0.003443879,0.83705395,0.0031608054,0.029399537,0.001552691,0.0644867],"study_design_scores_gemma":[0.000025797744,0.00018318839,0.009646235,0.000066160166,0.00004284285,0.00028901265,0.002553837,0.97996294,0.001064763,0.003206209,0.0029193698,0.0000396317],"about_ca_topic_score_codex":0.06156279,"about_ca_topic_score_gemma":0.055700406,"teacher_disagreement_score":0.06156279,"about_ca_system_score_codex":0.0036986119,"about_ca_system_score_gemma":0.0024137108,"threshold_uncertainty_score":0.12240887},"labels":[],"label_agreement":null},{"id":"W3203840296","doi":"10.18280/acsm.450405","title":"Optimal Mix Ratios of Green Building Materials and Construction Cost Control","year":2021,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Context (archaeology); Bridging (networking); Reliability engineering; Operations research; Engineering","score_opus":0.017458368765552994,"score_gpt":0.2579373358325633,"score_spread":0.2404789670670103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203840296","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39833486,0.0012193792,0.5867675,0.00028856535,0.000054462103,0.0001309508,0.00015063405,0.00024928994,0.012804346],"genre_scores_gemma":[0.97703516,0.00021160384,0.021453612,0.000016048358,0.0000054847555,0.000054083932,0.00003536461,0.000030086574,0.0011585335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993363,0.00015601855,0.00002819456,0.00013676197,0.00019853996,0.00014401943],"domain_scores_gemma":[0.9994634,0.00021175774,0.00016213515,0.00004266048,0.00007799862,0.000042067153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008802363,0.0009098597,0.0005887036,0.0011254551,0.00028617444,0.001283866,0.00075344864,0.00076556834,0.0012993879],"category_scores_gemma":[0.0022264281,0.0005145241,0.00048309236,0.0005676413,0.000607624,0.0018892346,0.0009323557,0.00050780835,0.00019344303],"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":[0.00013976455,0.00012064578,0.0018068656,0.00015185354,0.000027516917,0.000083411716,0.000038448932,0.92521584,0.025327481,0.019257627,0.00038368144,0.027446851],"study_design_scores_gemma":[0.000011537537,0.000089467474,0.00074079103,0.0000121054045,0.000023343415,0.00003449821,0.000045511115,0.9841143,0.008819179,0.005275962,0.00081725745,0.00001607831],"about_ca_topic_score_codex":0.0016079473,"about_ca_topic_score_gemma":0.0016586509,"teacher_disagreement_score":0.0016079473,"about_ca_system_score_codex":0.0009967345,"about_ca_system_score_gemma":0.0007797606,"threshold_uncertainty_score":0.007231891},"labels":[],"label_agreement":null},{"id":"W3209369546","doi":"10.32920/ryerson.14664510.v1","title":"Comparing Three Building Life Cycle Assessment Tools for the Canadian Construction Industry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Scope (computer science); Life-cycle assessment; Meaning (existential); Computer science; Estimator; Architectural engineering; Engineering; Statistics; Mathematics; Production (economics); Economics; Psychology","score_opus":0.047541712903502606,"score_gpt":0.28866860781217524,"score_spread":0.24112689490867262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209369546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78450817,0.0013851154,0.13542874,0.0006714071,0.00006443065,0.00090460683,0.009516368,0.003723537,0.06379759],"genre_scores_gemma":[0.8597702,0.0009361244,0.12451017,0.00008097955,0.0000068660256,0.0003104462,0.0072691888,0.00038422827,0.0067319307],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99638367,0.0004811884,0.000122067104,0.00023219739,0.0025247878,0.00025607372],"domain_scores_gemma":[0.99396956,0.0016685056,0.0002921054,0.0004951791,0.0034013467,0.00017331992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036629688,0.0010897419,0.0004451539,0.0055157933,0.0009948043,0.0023366571,0.0012252535,0.0003801517,0.0038387384],"category_scores_gemma":[0.0091050975,0.00039894355,0.0013007455,0.0045885136,0.00046053104,0.0015515551,0.0013772964,0.00059521385,0.00047843793],"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":[0.001187803,0.00057139277,0.09246319,0.00092476036,0.00045111103,0.00019005808,0.001636001,0.29103422,0.018313538,0.014647903,0.0073515372,0.5712286],"study_design_scores_gemma":[0.00015755188,0.0009560166,0.27340055,0.00041541387,0.0004992081,0.00021102856,0.0038930872,0.61605847,0.036709234,0.006947734,0.06015635,0.000595343],"about_ca_topic_score_codex":0.6468724,"about_ca_topic_score_gemma":0.79956704,"teacher_disagreement_score":0.3531276,"about_ca_system_score_codex":0.013160216,"about_ca_system_score_gemma":0.011406918,"threshold_uncertainty_score":0.71041447},"labels":[],"label_agreement":null},{"id":"W3210041966","doi":"10.32920/ryerson.14657265.v1","title":"The cost of building for the future: the reconciliation of sustainable housing issues in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bureaucracy; Government (linguistics); Context (archaeology); Public administration; Public housing; Green building; Business; Sustainable community; Subdivision; Environmental planning; Sustainable development; Economic growth; Political science; Engineering; Architectural engineering; Civil engineering; Economics; Politics; Geography; Law","score_opus":0.01240049551851982,"score_gpt":0.2849273314702501,"score_spread":0.27252683595173033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210041966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8151551,0.008719371,0.0029570605,0.020772321,0.00017932529,0.00006293457,0.00034922909,0.000046768328,0.15175803],"genre_scores_gemma":[0.98767704,0.0018911526,0.0009401968,0.00013886829,0.000012533248,0.000011762709,0.000055164917,0.000013516604,0.009259824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99854845,0.00046019506,0.000045314053,0.00007566765,0.0004899461,0.00038033808],"domain_scores_gemma":[0.99874413,0.00034398222,0.000157022,0.000063737236,0.00038918917,0.00030186877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010180013,0.0002273449,0.00018326905,0.00089022034,0.008539364,0.0054914826,0.0009148917,0.000802235,0.0037791727],"category_scores_gemma":[0.0022995654,0.00021500414,0.00021121529,0.0028676698,0.0038582084,0.0021850648,0.0026812726,0.00077191164,0.00015385097],"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":[0.00021848339,0.0000823484,0.08249966,0.0009595729,0.00011131202,0.0071883937,0.29029015,0.017238446,0.003063382,0.39689305,0.04504843,0.15640672],"study_design_scores_gemma":[0.000012761622,0.000077682795,0.1361579,0.00044488968,0.000101228616,0.00065872195,0.50450826,0.004912739,0.0019290711,0.016044917,0.3350615,0.000090273265],"about_ca_topic_score_codex":0.9258939,"about_ca_topic_score_gemma":0.98059183,"teacher_disagreement_score":0.08098409,"about_ca_system_score_codex":0.08098409,"about_ca_system_score_gemma":0.038475133,"threshold_uncertainty_score":0.5875835},"labels":[],"label_agreement":null},{"id":"W3210241879","doi":"10.32920/ryerson.14648610.v1","title":"Identifying Barriers to Reducing Ontario’s Construction Waste Through Reclamation, Reuse, and Recycling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Demolition; Reuse; Land reclamation; Construction waste; Demolition waste; Waste management; Incineration; Business; Environmental planning; Engineering; Civil engineering; Architectural engineering; Environmental science","score_opus":0.021892153774724882,"score_gpt":0.2614859157728509,"score_spread":0.23959376199812601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210241879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98936325,0.0001340624,0.0003989343,0.0005368747,0.0000033890904,0.00009473235,0.00019229027,0.000010504516,0.009265939],"genre_scores_gemma":[0.99021405,0.0004163473,0.001921907,0.000093187125,0.000001843058,0.00006650581,0.00017770064,0.000006958973,0.007101416],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99843425,0.00017091156,0.00005052777,0.000084161285,0.0007137644,0.0005462792],"domain_scores_gemma":[0.9970392,0.0006252141,0.00046664767,0.00009211803,0.0013751732,0.00040165082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010903515,0.00021313004,0.00029134811,0.00082421355,0.003792034,0.0020699499,0.00067809905,0.00038546327,0.0027107205],"category_scores_gemma":[0.0044314717,0.00032278683,0.00027324815,0.0016593585,0.0010449671,0.0006011211,0.0010508167,0.00044690777,0.00020388563],"study_design_candidate":"qualitative","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":[0.00040494517,0.00037069598,0.79915524,0.00078660034,0.000058193793,0.00064515584,0.060306918,0.0026264521,0.010371234,0.0057883454,0.005863213,0.113623016],"study_design_scores_gemma":[0.000032431388,0.0002291121,0.85857517,0.00021318419,0.00007026503,0.00008212026,0.10064378,0.0028065757,0.0030256722,0.0005484904,0.033718653,0.00005470253],"about_ca_topic_score_codex":0.97230196,"about_ca_topic_score_gemma":0.9928732,"teacher_disagreement_score":0.0315043,"about_ca_system_score_codex":0.0315043,"about_ca_system_score_gemma":0.08025629,"threshold_uncertainty_score":0.22858077},"labels":[],"label_agreement":null},{"id":"W3212221045","doi":"","title":"Corporate Social Responsibility and Sustainability in the Canadian Built Sector","year":2016,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Corporate social responsibility; Corporate sustainability; Business; Social sustainability; Social responsibility; Public relations; Political science","score_opus":0.014974372479836542,"score_gpt":0.1708844304485867,"score_spread":0.15591005796875015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212221045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66265845,0.006684594,0.0010287712,0.015364591,0.00008177277,0.00006113667,0.00018202809,0.000024477918,0.31391412],"genre_scores_gemma":[0.9935442,0.0013006283,0.00019823796,0.00024064127,0.0000047190365,0.00000424473,0.000020770633,0.000003409676,0.0046831504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976198,0.000310585,0.000027311742,0.00008958378,0.0009521192,0.001000549],"domain_scores_gemma":[0.99837315,0.00027958676,0.00017337485,0.000036840836,0.00073225785,0.00040473187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012763828,0.00024207906,0.00014350022,0.002600656,0.008560164,0.0043591256,0.0006061147,0.0005777965,0.003659596],"category_scores_gemma":[0.0027504012,0.00012491323,0.00027851277,0.0032159642,0.005981796,0.000919456,0.002102059,0.0007585688,0.000105602434],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013175732,0.00014422736,0.15507342,0.0003895777,0.00006871938,0.0013656488,0.056848694,0.0069182245,0.0012628904,0.6082618,0.017221443,0.15231359],"study_design_scores_gemma":[0.000037065678,0.000066648725,0.5056104,0.0008257176,0.00011228961,0.00035069344,0.1673163,0.005033573,0.0011046814,0.041033898,0.27830738,0.00020131064],"about_ca_topic_score_codex":0.9927771,"about_ca_topic_score_gemma":0.9966646,"teacher_disagreement_score":0.8914337,"about_ca_system_score_codex":0.10856628,"about_ca_system_score_gemma":0.1205037,"threshold_uncertainty_score":0.78770715},"labels":[],"label_agreement":null},{"id":"W3212448694","doi":"10.32920/ryerson.14665998.v1","title":"Least cost analysis for Canadian new housing : identifying the most cost-effective specifications to achieve improved energy efficiency standards","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Upgrade; Greenhouse gas; Efficient energy use; Tariff; Building envelope; Environmental economics; Profit (economics); Engineering; Reliability engineering; Environmental science; Architectural engineering; Computer science; Business; Thermal; Economics; Electrical engineering","score_opus":0.03217646797211354,"score_gpt":0.2902991136573112,"score_spread":0.25812264568519766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212448694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5122325,0.0018217918,0.4179971,0.00066349935,0.000045305944,0.0014296005,0.0053849933,0.0005443032,0.059880916],"genre_scores_gemma":[0.7847115,0.00063039886,0.20465009,0.00010559788,0.000009794753,0.00038023698,0.0032411695,0.000116941825,0.006154238],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974953,0.00034651867,0.000066867186,0.00015994883,0.0015477644,0.00038368377],"domain_scores_gemma":[0.9985796,0.00037967935,0.0001367253,0.000052018695,0.0008129519,0.000038992763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024348302,0.0014219588,0.0008257606,0.0037659542,0.0011261925,0.0024388453,0.0012961143,0.0005706569,0.0030393838],"category_scores_gemma":[0.0051374296,0.00045223846,0.0014011908,0.002637163,0.00062874955,0.00082704215,0.00062564627,0.0006552054,0.00026768868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002223872,0.0001469252,0.02756104,0.00069642335,0.0001269811,0.000228605,0.00038215282,0.76918995,0.009771656,0.032691065,0.004902098,0.15408064],"study_design_scores_gemma":[0.00005414816,0.00035614285,0.04322392,0.00019130173,0.0001691534,0.00011907139,0.001244144,0.9151253,0.015497842,0.008138864,0.015751442,0.00012861568],"about_ca_topic_score_codex":0.6520424,"about_ca_topic_score_gemma":0.71377087,"teacher_disagreement_score":0.3479576,"about_ca_system_score_codex":0.022222018,"about_ca_system_score_gemma":0.020365538,"threshold_uncertainty_score":0.7000136},"labels":[],"label_agreement":null},{"id":"W3212839607","doi":"10.32920/ryerson.14646909.v1","title":"Examining the performance gap in LEED certified MURBs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Certification; Energy performance; Energy (signal processing); Regression analysis; Sample (material); Environmental science; Econometrics; Statistics; Mathematics; Physics; Economics; Thermodynamics","score_opus":0.052877716426610495,"score_gpt":0.2510952199849373,"score_spread":0.1982175035583268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212839607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986313,0.000019316743,0.00024122975,0.000027096243,8.2117185e-7,0.0000037775633,0.00004715472,0.000004624039,0.0010246951],"genre_scores_gemma":[0.9996074,0.000008802774,0.000093610055,0.000002590836,5.279504e-7,0.000001732926,0.000062194114,0.000002522749,0.00022082073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860966,0.00027159182,0.000065875145,0.00016348816,0.0006813306,0.00020813583],"domain_scores_gemma":[0.9963361,0.00097514095,0.00096228824,0.00024606695,0.001302449,0.00017798641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018772234,0.00020187,0.00030317105,0.000919661,0.00047980255,0.0013468317,0.00062030286,0.00035605722,0.0015449624],"category_scores_gemma":[0.0075194156,0.00011579936,0.00019016203,0.0012834698,0.0006800149,0.0009576844,0.0013887541,0.00031424407,0.00027929107],"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":[0.0003162362,0.00022717114,0.95539945,0.00005595129,0.000036221736,0.0004134467,0.00431923,0.009022127,0.0038032057,0.0015237543,0.00023045256,0.024652706],"study_design_scores_gemma":[0.000002988824,0.00022952614,0.98633665,0.000017304083,0.0000058737505,0.000081958315,0.005084506,0.0049686376,0.0022517685,0.00017913176,0.00082990754,0.000011767083],"about_ca_topic_score_codex":0.03532182,"about_ca_topic_score_gemma":0.06595316,"teacher_disagreement_score":0.03532182,"about_ca_system_score_codex":0.0034968408,"about_ca_system_score_gemma":0.0010562425,"threshold_uncertainty_score":0.07023245},"labels":[],"label_agreement":null},{"id":"W3213028754","doi":"10.32920/ryerson.14654121.v1","title":"Multi-criteria assessment of new residential building envelope typologies, that meet 2012 Ontario Building code requirements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"ASHRAE 90.1; Building envelope; Building code; Envelope (radar); Architectural engineering; Stakeholder; Environmental science; Frame (networking); Code of practice; Civil engineering; Computer science; Engineering; Construction engineering; Meteorology; Mechanical engineering; Geography","score_opus":0.08113697703832677,"score_gpt":0.34991382932539317,"score_spread":0.2687768522870664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213028754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706527,0.00021550954,0.017494155,0.00009023771,0.00000919242,0.00055941875,0.001641238,0.00005006641,0.009287404],"genre_scores_gemma":[0.96161,0.00010282229,0.033916954,0.000019645811,0.000004090329,0.00036144396,0.0020705478,0.00001946261,0.0018949565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99658906,0.0007902693,0.0002135831,0.00021936679,0.001807732,0.000379942],"domain_scores_gemma":[0.9948651,0.0015945247,0.0005676876,0.00027260924,0.0023104704,0.00038958187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056737373,0.0008639194,0.0006416066,0.003985017,0.0010647695,0.002579016,0.00078283355,0.00074580684,0.0014065304],"category_scores_gemma":[0.007926126,0.00024622135,0.0011725973,0.0026570559,0.0007272554,0.00058759784,0.0011235018,0.0003482251,0.0001545236],"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":[0.0018634411,0.0007880245,0.32711956,0.0014848122,0.0005164079,0.0011887383,0.00274869,0.4342812,0.036210276,0.006011202,0.007312399,0.18047523],"study_design_scores_gemma":[0.00013155084,0.0012897296,0.4112798,0.00027727644,0.00021964622,0.00029775946,0.007855908,0.55071414,0.013460671,0.0035523945,0.010739197,0.00018194625],"about_ca_topic_score_codex":0.18012136,"about_ca_topic_score_gemma":0.3691478,"teacher_disagreement_score":0.18012136,"about_ca_system_score_codex":0.0067508067,"about_ca_system_score_gemma":0.00581265,"threshold_uncertainty_score":0.3581459},"labels":[],"label_agreement":null},{"id":"W3213749654","doi":"","title":"Living with nature: a study of neighbourhood-based green infrastructure","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sustainable Building Design and Assessment","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":"Neighbourhood (mathematics); Geography; Architectural engineering; Environmental planning; Engineering; Mathematics","score_opus":0.004980586200202768,"score_gpt":0.18725010646684967,"score_spread":0.1822695202666469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213749654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97633696,0.00030194217,0.00037774784,0.0016402571,0.000021054117,0.0000486226,0.000030787436,0.0000030379274,0.021239582],"genre_scores_gemma":[0.990516,0.00069835735,0.00043184886,0.00037372427,0.000007285403,0.000049913724,0.000027235626,0.000010827676,0.007884761],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892163,0.00058457954,0.000021655398,0.00009063342,0.0001221523,0.00025931164],"domain_scores_gemma":[0.9988298,0.00043656028,0.0001474396,0.000055142307,0.00008754239,0.00044355038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017329976,0.00018336273,0.00037843038,0.00069852785,0.008172474,0.0046796785,0.0012180668,0.0010682737,0.0032853917],"category_scores_gemma":[0.0027722518,0.00040659014,0.00022306005,0.0014095784,0.004941013,0.0030845192,0.0036600013,0.0019651775,0.00037831333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013690312,0.00017596364,0.0143590905,0.00006210633,0.000005155062,0.00043720414,0.96563506,0.000074543226,0.00018719088,0.010008642,0.0010498795,0.007991485],"study_design_scores_gemma":[0.0000026388732,0.00004423175,0.0152641535,0.000066733075,0.000003817743,0.00013292508,0.9632227,0.000104220824,0.000029793488,0.00091214594,0.020208182,0.00000841205],"about_ca_topic_score_codex":0.11274247,"about_ca_topic_score_gemma":0.31177548,"teacher_disagreement_score":0.8872575,"about_ca_system_score_codex":0.004630784,"about_ca_system_score_gemma":0.0042948425,"threshold_uncertainty_score":0.22417247},"labels":[],"label_agreement":null},{"id":"W3215681702","doi":"10.32920/ryerson.14653428.v1","title":"Prefabricated Housing and LEED","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Prefabrication; Architectural engineering; Housing industry; Affordable housing; Business; Engineering; Civil engineering; Telecommunications","score_opus":0.015266865111563131,"score_gpt":0.23611494272944133,"score_spread":0.2208480776178782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215681702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7612684,0.00154848,0.0025317776,0.0039245635,0.00014004722,0.00014892773,0.0005267567,0.000040670297,0.22987041],"genre_scores_gemma":[0.9804764,0.00040624652,0.0013327673,0.00017927574,0.000011370398,0.00001451255,0.00013769437,0.000009208854,0.017432533],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982681,0.00029118033,0.000055614142,0.00010225612,0.0008739438,0.00040883047],"domain_scores_gemma":[0.9972248,0.0003750162,0.00050454796,0.0001450884,0.001367995,0.00038252762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012734096,0.00019078098,0.00013574815,0.00078156457,0.0030052457,0.0029793752,0.0006965986,0.0005281297,0.018010845],"category_scores_gemma":[0.004883533,0.00009030898,0.00027692883,0.0015843057,0.0026895786,0.0011594617,0.0027299153,0.00076612405,0.00050276564],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003652862,0.00033521967,0.44423017,0.0011951309,0.000091723174,0.002328939,0.08395934,0.0016530511,0.0035353936,0.13865708,0.021022644,0.30262613],"study_design_scores_gemma":[0.000010688196,0.00016824174,0.69962585,0.0005982253,0.000030377996,0.00042730142,0.14057378,0.0005738608,0.0013278913,0.0054303324,0.15116467,0.00006866809],"about_ca_topic_score_codex":0.31547984,"about_ca_topic_score_gemma":0.6223808,"teacher_disagreement_score":0.31547984,"about_ca_system_score_codex":0.008693025,"about_ca_system_score_gemma":0.0071483203,"threshold_uncertainty_score":0.6272871},"labels":[],"label_agreement":null},{"id":"W3216172121","doi":"10.32920/ryerson.14650119.v1","title":"Least Cost Analysis of Energy Efficiency Upgrades for Ontario Using TRNSYS","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Life-cycle cost analysis; Upgrade; TRNSYS; Energy consumption; Net present value; Commodity; Environmental science; Demolition; Engineering; Reliability engineering; Computer science; Energy (signal processing); Civil engineering; Business; Economics; Mathematics; Production (economics); Electrical engineering","score_opus":0.030162760661892406,"score_gpt":0.27008686260768966,"score_spread":0.23992410194579725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216172121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7084929,0.0003707757,0.2746705,0.00012650814,0.000017342634,0.00018793224,0.0017336252,0.0006370156,0.013763541],"genre_scores_gemma":[0.87630963,0.00012805918,0.11851395,0.000012505291,0.0000046496634,0.000091739275,0.0014314939,0.000076762815,0.0034311502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996007,0.00008731144,0.000012962114,0.000039304497,0.00020921785,0.00005046143],"domain_scores_gemma":[0.9995983,0.00018033841,0.000038921477,0.000025093239,0.00014737093,0.0000099018835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054009346,0.00053252076,0.00043602713,0.0011827907,0.00033263376,0.0004993789,0.0005499628,0.0003350456,0.003002541],"category_scores_gemma":[0.0017476112,0.0003134921,0.0007508136,0.00082306843,0.00022723568,0.00037939107,0.00026047387,0.00027445835,0.00022411573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007776899,0.00003262952,0.0039016556,0.0000966492,0.000026130687,0.00004517795,0.000023962542,0.9597176,0.0022790288,0.0019330414,0.00041827187,0.03144816],"study_design_scores_gemma":[0.000006275224,0.000050677263,0.0029490213,0.0000047065782,0.000011834367,0.000013800789,0.00002143313,0.9944078,0.0014801794,0.00044129937,0.0006080979,0.0000049109676],"about_ca_topic_score_codex":0.12942876,"about_ca_topic_score_gemma":0.1805998,"teacher_disagreement_score":0.87057126,"about_ca_system_score_codex":0.0022371877,"about_ca_system_score_gemma":0.0018214266,"threshold_uncertainty_score":0.25735074},"labels":[],"label_agreement":null},{"id":"W3216565409","doi":"","title":"A Sensitivity Analysis Method for the Update of the National Energy Building Code of Canada (NECB-2017)","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Building Design and Assessment","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":"Efficient energy use; Energy consumption; Environmental economics; Metric (unit); HVAC; Process (computing); Computer science; Consumption (sociology); Energy (signal processing); Engineering; Operations management; Economics; Air conditioning","score_opus":0.010647264954361055,"score_gpt":0.27952008971880976,"score_spread":0.2688728247644487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216565409","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049323115,0.004378452,0.8585939,0.001593894,0.001057145,0.010911793,0.03312089,0.0028322006,0.03818859],"genre_scores_gemma":[0.39668158,0.0015451359,0.5617198,0.0006693058,0.00013595904,0.013770874,0.012587682,0.00059221446,0.012297496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9756889,0.01469159,0.0009515947,0.001934668,0.0057556606,0.0009776871],"domain_scores_gemma":[0.93191266,0.05532418,0.0018931064,0.002372526,0.008224495,0.00027298348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03209349,0.0017769134,0.0018124008,0.0060304063,0.0017417397,0.0031616646,0.0018892789,0.0014972221,0.02397535],"category_scores_gemma":[0.092773065,0.0007443077,0.0047817375,0.0046019233,0.0013506224,0.0014482671,0.0023712902,0.0037025076,0.0011658992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020355303,0.00032560405,0.03307276,0.0050040074,0.004787759,0.00063270656,0.0011724177,0.46360433,0.0025754098,0.1484833,0.053193893,0.28511226],"study_design_scores_gemma":[0.00034375727,0.00063217175,0.020594053,0.0017083678,0.0016287839,0.0002964935,0.0015890553,0.77392,0.0038917474,0.06163294,0.1333232,0.0004394769],"about_ca_topic_score_codex":0.3210642,"about_ca_topic_score_gemma":0.2527205,"teacher_disagreement_score":0.67893577,"about_ca_system_score_codex":0.0101808915,"about_ca_system_score_gemma":0.017401027,"threshold_uncertainty_score":0.6383908},"labels":[],"label_agreement":null},{"id":"W3216839031","doi":"10.32920/ryerson.14656863.v1","title":"A Green Building Materials Assessment Tool For The Toronto Renovations Marketplace","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Mount Allison University","funders":"","keywords":"Toolbox; Confusion; Work (physics); Architectural engineering; Environmentally friendly; Resource (disambiguation); Environmental impact assessment; Reuse; Environmental economics; Business; Computer science; Risk analysis (engineering); Engineering; Waste management; Mechanical engineering; Economics","score_opus":0.016893011302972095,"score_gpt":0.2922920210946364,"score_spread":0.2753990097916643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216839031","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084238395,0.00046071294,0.65636957,0.0009029695,0.00012088933,0.0014722863,0.046892017,0.07669363,0.13284951],"genre_scores_gemma":[0.26122656,0.0006545883,0.64763045,0.0001583554,0.00003249869,0.0010131086,0.034537107,0.005531966,0.049215306],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884355,0.00014940786,0.00006362224,0.000079784484,0.00080319005,0.000060450402],"domain_scores_gemma":[0.9978563,0.00088096445,0.00013849261,0.00025186688,0.0007572724,0.000115112634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018107702,0.0011894483,0.00044594624,0.004029522,0.00078839017,0.0025427276,0.0011162561,0.0006199524,0.028087048],"category_scores_gemma":[0.004478178,0.0006207772,0.0006706352,0.002165456,0.0004181901,0.00206918,0.0018486812,0.00054991164,0.0056603565],"study_design_candidate":"simulation_or_modeling","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":[0.00049514166,0.00050248316,0.026080616,0.0012138049,0.00010826607,0.0011432575,0.0057751867,0.07441639,0.02228212,0.059487436,0.18398303,0.6245122],"study_design_scores_gemma":[0.000127749,0.0001571792,0.030854408,0.00046145314,0.00007440178,0.0006269355,0.0028185167,0.30482224,0.025112597,0.020242833,0.6143979,0.00030373954],"about_ca_topic_score_codex":0.107947424,"about_ca_topic_score_gemma":0.21206196,"teacher_disagreement_score":0.8920526,"about_ca_system_score_codex":0.0037240325,"about_ca_system_score_gemma":0.0045412225,"threshold_uncertainty_score":0.21463817},"labels":[],"label_agreement":null},{"id":"W323824647","doi":"10.1080/10485230309509619","title":"Environmental Factors Influencing Urban Sustainability Las Vegas, Nevada, &amp; Venice, Italy","year":2003,"lang":"en","type":"article","venue":"Strategic Planning for Energy and the Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mantra Energy Alternatives (Canada)","funders":"","keywords":"Sustainability; Las vegas; Environmental protection; Environmental impact assessment; Geography; Environmental planning; Environmental science; Political science; Archaeology; Ecology; Metropolitan area","score_opus":0.01112887515042772,"score_gpt":0.20740971315576306,"score_spread":0.19628083800533536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W323824647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97158414,0.00036650168,0.00008183586,0.0002972355,0.000007928389,0.000019501165,0.00023437258,0.000004176099,0.0274044],"genre_scores_gemma":[0.9982461,0.00017665389,0.00006143695,0.0000134296315,0.0000038443386,0.000005622466,0.00009219155,0.000002833729,0.0013979832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99962175,0.00013904601,0.00001315439,0.000028152952,0.00008302738,0.00011487472],"domain_scores_gemma":[0.99891675,0.00037331303,0.00015923717,0.000038015973,0.00026793798,0.00024485073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055383,0.00013230728,0.0001062733,0.00084802945,0.00083446514,0.001072292,0.0001934257,0.00016992261,0.004929822],"category_scores_gemma":[0.0019033417,0.000083730934,0.00009054205,0.0010112021,0.000593636,0.0002491546,0.0005455977,0.00021905637,0.0002670952],"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":[0.00011070047,0.00016998622,0.97422475,0.00003907096,0.00002664896,0.00023107567,0.0015829431,0.0008866969,0.0005791982,0.0030216184,0.0020655082,0.017061817],"study_design_scores_gemma":[0.000003269745,0.000033119955,0.98487574,0.000028831262,0.000014578473,0.00009001787,0.008835443,0.00023425494,0.000363982,0.00046574077,0.005048842,0.000006313439],"about_ca_topic_score_codex":0.0640613,"about_ca_topic_score_gemma":0.23027943,"teacher_disagreement_score":0.0640613,"about_ca_system_score_codex":0.0011957114,"about_ca_system_score_gemma":0.0016540745,"threshold_uncertainty_score":0.1273768},"labels":[],"label_agreement":null},{"id":"W34864398","doi":"10.1016/j.jmbbm.2021.104989","title":"A CASE STUDY OF THE GREEN BUILDING SECTOR IN VANCOUVER","year":2011,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Architectural engineering; Geography; Engineering","score_opus":0.030799415399742323,"score_gpt":0.23482311087387361,"score_spread":0.2040236954741313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34864398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869559,0.00028571123,0.00037731312,0.0002444799,0.000019289213,0.00012654369,0.00013808254,0.0000091399515,0.01184339],"genre_scores_gemma":[0.98644537,0.00051340816,0.0007574938,0.00020993769,0.000012493636,0.00003519788,0.0001308566,0.000010677632,0.011884659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99951375,0.00008289262,0.000018357052,0.000065516135,0.00013610454,0.00018340543],"domain_scores_gemma":[0.9996106,0.00005020876,0.00004638647,0.000026467847,0.0000922565,0.00017417394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026662377,0.0005105043,0.00023571987,0.00087103783,0.0045027253,0.001171948,0.0008950965,0.0010921484,0.004765361],"category_scores_gemma":[0.0007409263,0.00024409617,0.00018682852,0.0015417117,0.0009358542,0.00028394995,0.0011634828,0.0006407153,0.00067194575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035896667,0.0010028288,0.52958256,0.00045587492,0.00008366479,0.30281872,0.04476578,0.0019384748,0.014769542,0.0031908166,0.0045234133,0.09650937],"study_design_scores_gemma":[0.000076646036,0.0013155265,0.5102452,0.00033325513,0.00009996442,0.11938293,0.25038993,0.0027282897,0.0047371536,0.0012339116,0.10933858,0.000118618336],"about_ca_topic_score_codex":0.4809577,"about_ca_topic_score_gemma":0.78768045,"teacher_disagreement_score":0.5190423,"about_ca_system_score_codex":0.0043920237,"about_ca_system_score_gemma":0.004723054,"threshold_uncertainty_score":0.9563164},"labels":[],"label_agreement":null},{"id":"W349578268","doi":"","title":"Environmental footprint of building elements using Life Cycle Analysis methodology","year":2013,"lang":"fr","type":"preprint","venue":"DSpace (Centre National De La Recherche Scientifique)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Doors; Footprint; Life-cycle assessment; Function (biology); Computer science; Architectural engineering; Dimension (graph theory); Component (thermodynamics); Ecological footprint; Product (mathematics); Engineering; Production (economics); Mechanical engineering; Sustainability; Mathematics","score_opus":0.1848508447223333,"score_gpt":0.387710692573309,"score_spread":0.2028598478509757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W349578268","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46603975,0.0013661844,0.51249295,0.000115576666,0.00004910233,0.00044344313,0.002469701,0.0005853949,0.016437832],"genre_scores_gemma":[0.86840695,0.00066865754,0.12567891,0.000022355107,0.000008282851,0.0005339179,0.0017452233,0.0001387898,0.002797004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940467,0.00018340937,0.000030420002,0.000074751915,0.0002629557,0.000043894208],"domain_scores_gemma":[0.99910176,0.00048568216,0.00006561811,0.000074114774,0.0002595417,0.000013272747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009437735,0.00084814057,0.00055216387,0.0030232868,0.00036059346,0.0012870776,0.0005736986,0.00068349816,0.0024703848],"category_scores_gemma":[0.0015579507,0.00039422294,0.0014697228,0.0027474575,0.0002735547,0.0008384806,0.00043753354,0.00042577114,0.00035753683],"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":[0.000114047165,0.00015494223,0.021394104,0.00064282346,0.00022989808,0.00012449568,0.0003263028,0.7982601,0.013212296,0.00655663,0.00055460416,0.15842968],"study_design_scores_gemma":[0.000010779663,0.0001862208,0.015341291,0.00009012885,0.000071878094,0.000081157166,0.0003311411,0.96099555,0.011554193,0.004004892,0.007264916,0.00006780476],"about_ca_topic_score_codex":0.011273146,"about_ca_topic_score_gemma":0.014797152,"teacher_disagreement_score":0.011273146,"about_ca_system_score_codex":0.0012106178,"about_ca_system_score_gemma":0.0009639096,"threshold_uncertainty_score":0.022415042},"labels":[],"label_agreement":null},{"id":"W364513045","doi":"","title":"Construction for a Healthier Home - The Earth","year":2011,"lang":"en","type":"article","venue":"DigitalCommons-COD College of DuPage Research (College of DuPage)","topic":"Sustainable Building Design and Assessment","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":"Earth (classical element); Mathematics","score_opus":0.06897258549766667,"score_gpt":0.30623029411014463,"score_spread":0.23725770861247797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W364513045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03809042,0.01930136,0.031092007,0.14586307,0.009677001,0.00018876168,0.00080956257,0.0019650722,0.75301284],"genre_scores_gemma":[0.34552398,0.025222301,0.07063216,0.058987837,0.0031601777,0.00020179687,0.0016646672,0.0016584935,0.49294862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885046,0.0002630541,0.000038122434,0.0001745603,0.00045674233,0.00021706155],"domain_scores_gemma":[0.9990403,0.00007643749,0.000080911675,0.00015771762,0.00019590835,0.00044871715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250316,0.0007479763,0.00046818057,0.0007835739,0.0043020467,0.0074893166,0.00097351323,0.0034804046,0.063523],"category_scores_gemma":[0.0016555231,0.00028374942,0.00078033435,0.00069384143,0.004198351,0.007840588,0.008683699,0.0036293608,0.022270197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010118241,0.00033330117,0.005969569,0.0010884954,0.000081657,0.0007040862,0.009419149,0.0004603387,0.0048403437,0.19815159,0.51557195,0.26327828],"study_design_scores_gemma":[0.000006122169,0.00005855187,0.0021212555,0.00022369855,0.000012555108,0.00042219428,0.0036896996,0.000060160753,0.0003255105,0.011841161,0.98122084,0.000018161803],"about_ca_topic_score_codex":0.00327213,"about_ca_topic_score_gemma":0.011163789,"teacher_disagreement_score":0.063523,"about_ca_system_score_codex":0.002026115,"about_ca_system_score_gemma":0.002172362,"threshold_uncertainty_score":0.21250558},"labels":[],"label_agreement":null},{"id":"W40732847","doi":"","title":"A Traveler from Altruria: Book Analysis","year":2011,"lang":"en","type":"article","venue":"ESSAI","topic":"Sustainable Building Design and Assessment","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":"Computer science; History","score_opus":0.014638943676891737,"score_gpt":0.20776512720741386,"score_spread":0.19312618353052213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40732847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034291232,0.06955131,0.0011876744,0.030043544,0.0065618865,0.00008511839,0.002360947,0.0005317744,0.8862486],"genre_scores_gemma":[0.009935542,0.018412774,0.0006349611,0.0037163391,0.00094676716,0.00004678957,0.0010586461,0.00051581225,0.9647324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958426,0.00007495511,0.000018031118,0.00005594734,0.00021118515,0.00005566771],"domain_scores_gemma":[0.99919814,0.00026451692,0.0000390882,0.000050800085,0.00036016453,0.00008725879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003463492,0.0006051675,0.00051291287,0.0034549776,0.0019130218,0.004314395,0.00061853504,0.00097043824,0.13257197],"category_scores_gemma":[0.0021152354,0.00034449124,0.00042170734,0.005597949,0.0008070255,0.0033107072,0.0014426585,0.0015820242,0.06077904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015451224,0.000015732054,0.00014783075,0.00010531902,0.0000035495168,0.00007090847,0.00038636202,0.00007388927,0.00005126548,0.0108961165,0.9548352,0.033398453],"study_design_scores_gemma":[9.593466e-7,0.000003768879,0.0003345784,0.000090063855,0.0000010477884,0.000060714654,0.00022756937,0.000034130666,0.000018669523,0.00064657483,0.99857855,0.000003245112],"about_ca_topic_score_codex":0.013781722,"about_ca_topic_score_gemma":0.021475166,"teacher_disagreement_score":0.13257197,"about_ca_system_score_codex":0.0031630124,"about_ca_system_score_gemma":0.0015791459,"threshold_uncertainty_score":0.44349742},"labels":[],"label_agreement":null},{"id":"W417011732","doi":"10.1017/cbo9780511664885.038","title":"Energy Efficiency Building Code for Commercial Buildings in Sri Lanka","year":2005,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sustainable Building Design and Assessment","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":"Sri lanka; Architectural engineering; Code (set theory); Environmental science; Engineering; Computer science; Environmental planning; Programming language","score_opus":0.016094278252135847,"score_gpt":0.2105457929798274,"score_spread":0.19445151472769154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W417011732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024367545,0.004618647,0.082095206,0.0019910224,0.00105339,0.0020265738,0.10484913,0.013460098,0.7655384],"genre_scores_gemma":[0.260251,0.01177476,0.16125147,0.00084981567,0.00028781948,0.0059908126,0.18742445,0.0052597323,0.36691007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873227,0.00021089108,0.00015011457,0.00007841725,0.00062965066,0.0001985996],"domain_scores_gemma":[0.9983442,0.00015300445,0.00010670233,0.00022228646,0.0011118214,0.00006194781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007085118,0.0010386716,0.00037931424,0.0036802776,0.0009962108,0.0018850664,0.0011263153,0.0006776465,0.04220888],"category_scores_gemma":[0.0022193454,0.00053036894,0.00057330396,0.0052818926,0.00045177725,0.0013035727,0.0014265188,0.0014435862,0.022681104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022302278,0.00014549882,0.0068254573,0.0019942306,0.000034808167,0.0006609954,0.0018154966,0.024447013,0.0073904223,0.107925415,0.5501571,0.2983805],"study_design_scores_gemma":[0.000022275242,0.000046256686,0.0074031525,0.00032568976,0.000011687259,0.00030385342,0.00048721812,0.0032273897,0.0010472316,0.0020413913,0.9850305,0.000053322874],"about_ca_topic_score_codex":0.055528376,"about_ca_topic_score_gemma":0.045237184,"teacher_disagreement_score":0.055528376,"about_ca_system_score_codex":0.0027322515,"about_ca_system_score_gemma":0.0046831714,"threshold_uncertainty_score":0.14120275},"labels":[],"label_agreement":null},{"id":"W4200032144","doi":"10.3390/land10121376","title":"Green Urban (RE) Generation: A Research and Practice Methodology to Better Implement Green Urban Infrastructure Solutions","year":2021,"lang":"en","type":"article","venue":"Land","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Skepticism; Computer science; Process (computing); Order (exchange); Adaptation (eye); Process management; Systems engineering; Risk analysis (engineering); Software engineering; Business; Engineering; Psychology","score_opus":0.1468680741972825,"score_gpt":0.3862972859621688,"score_spread":0.23942921176488627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200032144","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026260637,0.0013404724,0.88170916,0.012345007,0.0003160567,0.010821397,0.00021664392,0.00048128108,0.066509426],"genre_scores_gemma":[0.15974495,0.0009084269,0.82332045,0.0010691795,0.00004458876,0.008732268,0.00015629298,0.00017599494,0.0058479724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.89335215,0.09081109,0.0025004502,0.00500539,0.0068350877,0.0014958028],"domain_scores_gemma":[0.9135332,0.05611548,0.005036654,0.012395101,0.010886058,0.002033476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10368856,0.0018924087,0.0012296998,0.0071986667,0.00501673,0.011552142,0.0048905453,0.0040015094,0.007869797],"category_scores_gemma":[0.0581197,0.0010324055,0.0017208715,0.004537234,0.018260285,0.01019177,0.010515052,0.0036492778,0.0020891102],"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":[0.00012985135,0.000957841,0.0043832585,0.0052171405,0.0001463838,0.00033033383,0.06984666,0.005621971,0.003069574,0.65493184,0.007103334,0.24826181],"study_design_scores_gemma":[0.00039025611,0.0017459636,0.003655727,0.008902363,0.0002875061,0.00063926505,0.12835272,0.018215762,0.009331747,0.49640024,0.33188462,0.00019382227],"about_ca_topic_score_codex":0.0021262304,"about_ca_topic_score_gemma":0.004843196,"teacher_disagreement_score":0.10368856,"about_ca_system_score_codex":0.01151706,"about_ca_system_score_gemma":0.0313553,"threshold_uncertainty_score":0.54836404},"labels":[],"label_agreement":null},{"id":"W4200555035","doi":"10.1016/j.scs.2021.103654","title":"A Round Robin Test on the dynamic simulation and the LEED protocol evaluation of a green building","year":2021,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Certification; Sustainability; Protocol (science); Energy consumption; Work (physics); Architectural engineering; Test (biology); Environmental impact assessment; Computer science; Life-cycle assessment; Production (economics); Environmental economics; Engineering; Mechanical engineering; Ecology","score_opus":0.01576178881983974,"score_gpt":0.2865252148560292,"score_spread":0.27076342603618947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200555035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8677185,0.00016326357,0.10428069,0.0005765322,0.0003383852,0.0026028387,0.0006008446,0.00047537725,0.02324357],"genre_scores_gemma":[0.9643003,0.000042106425,0.028776813,0.00017674225,0.000028210206,0.0015604919,0.00024825774,0.00008690781,0.0047802855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9859782,0.009985371,0.00039407273,0.0010172442,0.0018709888,0.00075411453],"domain_scores_gemma":[0.91710496,0.069863684,0.0022184437,0.005258463,0.0045356033,0.0010188022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018070063,0.0009359853,0.0009424049,0.0007830477,0.0009832358,0.0014128698,0.001689754,0.0015235012,0.009106677],"category_scores_gemma":[0.06440916,0.0003690608,0.00080352364,0.0004704014,0.002043386,0.0021732096,0.0015404902,0.0012354925,0.0008225407],"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":[0.060539693,0.0074727233,0.01366589,0.0010405005,0.001028679,0.0005574212,0.0018551332,0.6706631,0.029856969,0.09733553,0.005905866,0.11007847],"study_design_scores_gemma":[0.0054395082,0.031919725,0.0070931204,0.0001637912,0.0005882526,0.00024134137,0.0012653696,0.8889978,0.027722323,0.02937652,0.0069138543,0.0002783991],"about_ca_topic_score_codex":0.004358782,"about_ca_topic_score_gemma":0.002507112,"teacher_disagreement_score":0.018070063,"about_ca_system_score_codex":0.0016238936,"about_ca_system_score_gemma":0.002902531,"threshold_uncertainty_score":0.09556472},"labels":[],"label_agreement":null},{"id":"W4205263341","doi":"10.3390/buildings12020088","title":"Causal Effects between Criteria That Establish the End of Service Life of Buildings and Components","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Instituto Superior Técnico; Fundação para a Ciência e a Tecnologia; Pontificia Universidad Católica de Chile; Technische Universiteit Delft","keywords":"Terminology; Service (business); Cohesion (chemistry); Service life; Architectural engineering; Risk analysis (engineering); Work (physics); Computer science; Operations research; Operations management; Engineering; Business; Reliability engineering; Marketing","score_opus":0.017227878520008472,"score_gpt":0.2410926054899753,"score_spread":0.22386472696996682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205263341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57975495,0.06722853,0.24137512,0.006577903,0.0018913635,0.0027662765,0.008086546,0.0005319452,0.0917874],"genre_scores_gemma":[0.9510641,0.009555187,0.03335196,0.00049349514,0.0002596111,0.0006572813,0.0015051964,0.00011310784,0.0029999963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99174154,0.003293565,0.00075620983,0.0015415974,0.0022540349,0.00041312134],"domain_scores_gemma":[0.93611604,0.047627684,0.0077446117,0.0021823824,0.005429663,0.00089953555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007965608,0.0010607206,0.001080504,0.0045745913,0.0010480488,0.003151778,0.0009994203,0.001336364,0.008924279],"category_scores_gemma":[0.038359597,0.00052178797,0.001957984,0.004098123,0.0049474174,0.0038154945,0.003054864,0.0026035022,0.0006707049],"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":[0.0012177551,0.0008336672,0.40772408,0.010919622,0.0022975106,0.0020419045,0.0068476433,0.01148482,0.0065657115,0.34881222,0.0038068646,0.19744827],"study_design_scores_gemma":[0.00009250215,0.0009835714,0.5063647,0.0037112306,0.0023791252,0.0013164941,0.010481231,0.0072219805,0.008329686,0.39380223,0.06498698,0.00033025147],"about_ca_topic_score_codex":0.0047024745,"about_ca_topic_score_gemma":0.0037178053,"teacher_disagreement_score":0.008924279,"about_ca_system_score_codex":0.0027154116,"about_ca_system_score_gemma":0.0020825972,"threshold_uncertainty_score":0.042126656},"labels":[],"label_agreement":null},{"id":"W4206040125","doi":"10.32920/ryerson.14663532.v1","title":"An investigation of corporate responsibility &amp; sustainability goals in the Canadian commercial real estate and construction sector","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Sustainability; Real estate; Business; Order (exchange); Resource (disambiguation); Environmental economics; Corporate social responsibility; Qualitative research; Accounting; Finance; Economics; Public relations; Political science; Ecology","score_opus":0.034271251503616484,"score_gpt":0.277275725256372,"score_spread":0.24300447375275552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206040125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94957113,0.00024325502,0.00046354652,0.0016213306,0.000013277797,0.00009876678,0.0002598161,0.000008233332,0.04772074],"genre_scores_gemma":[0.9952121,0.00023238266,0.0004254912,0.00014316679,0.0000017723,0.000023091829,0.00009973354,0.0000054489415,0.0038567826],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958729,0.00055703614,0.00008497591,0.0002813475,0.0018647745,0.0013388981],"domain_scores_gemma":[0.9923367,0.0014461922,0.00081643136,0.00024100914,0.0037650734,0.0013945021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036905115,0.00023121481,0.00021236004,0.0024352982,0.0097654695,0.0059441957,0.0010262585,0.0006011414,0.0032237037],"category_scores_gemma":[0.007834503,0.00025482924,0.00019778796,0.005351882,0.004481225,0.0016957443,0.0027034765,0.0010450304,0.0001875825],"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":[0.00013306827,0.00021633189,0.31286806,0.00037189532,0.00002722909,0.0012090605,0.50733924,0.0011386671,0.0029011157,0.06897082,0.012666302,0.092158295],"study_design_scores_gemma":[0.000005128707,0.0000311155,0.2525274,0.00012857841,0.000009757212,0.00008292025,0.694211,0.00090098265,0.0005845647,0.0012871687,0.050192703,0.000038639646],"about_ca_topic_score_codex":0.9837113,"about_ca_topic_score_gemma":0.993166,"teacher_disagreement_score":0.08837346,"about_ca_system_score_codex":0.08837346,"about_ca_system_score_gemma":0.1445087,"threshold_uncertainty_score":0.6411973},"labels":[],"label_agreement":null},{"id":"W4206080479","doi":"10.1063/9780735424036_frontmatter","title":"Front Matter","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Sustainability; Renewable energy; Architecture; Engineering; Architectural engineering; Environmental economics; Geography; Ecology; Electrical engineering; Economics","score_opus":0.008871439288755922,"score_gpt":0.23513711701360734,"score_spread":0.22626567772485143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206080479","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032729656,0.0009750619,0.0006294233,0.002593629,0.0035419702,0.000045882287,0.0012620434,0.00091768865,0.989707],"genre_scores_gemma":[0.00084593473,0.00056486507,0.00023785119,0.0011212234,0.00039200392,0.00001765066,0.00070840353,0.00022605906,0.9958859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991917,0.000054235337,0.000041031144,0.0002146799,0.00039635945,0.00010196356],"domain_scores_gemma":[0.9990465,0.00013781514,0.00004488939,0.00014092695,0.00036425292,0.0002656426],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048506793,0.001072101,0.00081999024,0.0013622339,0.001803957,0.007452178,0.0012789853,0.003388735,0.88614523],"category_scores_gemma":[0.0021539284,0.00036721095,0.00060327136,0.0012426523,0.0007542112,0.0035145648,0.0027861597,0.0021196615,0.8719462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026194806,0.000033934273,0.00020321224,0.00017592762,0.000003422187,0.00007836189,0.00006845609,0.000054509605,0.00052187307,0.0061190436,0.8547756,0.1379395],"study_design_scores_gemma":[0.000002052084,0.000004676955,0.000105811305,0.000046886318,6.583025e-7,0.000040410632,0.000030259584,0.000023769759,0.000069517606,0.00049163064,0.9991824,0.0000019423887],"about_ca_topic_score_codex":0.0016751989,"about_ca_topic_score_gemma":0.0028835738,"teacher_disagreement_score":0.113854766,"about_ca_system_score_codex":0.0012613678,"about_ca_system_score_gemma":0.0013553269,"threshold_uncertainty_score":0.16239995},"labels":[],"label_agreement":null},{"id":"W4210288446","doi":"10.32920/19067711.v1","title":"Inclusive city building: public engagement processes in the GTA","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Strong","keywords":"Immigration; Public engagement; Public policy; Public relations; Public participation; Process (computing); Sociology; Political science; Urban planning; Public administration; Engineering; Civil engineering; Computer science","score_opus":0.038135864972768524,"score_gpt":0.2992994886384009,"score_spread":0.2611636236656324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210288446","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33280677,0.0046687517,0.035114944,0.03887985,0.00029771694,0.00054675766,0.00027222317,0.0003115732,0.58710146],"genre_scores_gemma":[0.97206366,0.0009793241,0.0061467127,0.00072232285,0.000021810098,0.00013187712,0.00008188141,0.000047348844,0.019805063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9928508,0.004531941,0.00015005942,0.00041523855,0.0009425152,0.0011095465],"domain_scores_gemma":[0.9962812,0.0013066332,0.00041139082,0.00043795185,0.00044137877,0.0011214673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005958111,0.00045868463,0.00032835914,0.0018404952,0.011115596,0.017668333,0.0013924079,0.0023940678,0.010580039],"category_scores_gemma":[0.006287759,0.0003701065,0.00044601678,0.002917102,0.0155297695,0.008214229,0.015497549,0.0024454982,0.0011957148],"study_design_candidate":"qualitative","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":[0.00009738926,0.0002245289,0.013960297,0.0007629892,0.00005838785,0.0012005898,0.3882935,0.0022527876,0.0014416066,0.47303823,0.010548762,0.1081209],"study_design_scores_gemma":[0.00001790987,0.00009766347,0.019067448,0.0009034897,0.000035854173,0.00032450713,0.44455683,0.0015162153,0.0008606603,0.11463332,0.417941,0.000045106422],"about_ca_topic_score_codex":0.059933923,"about_ca_topic_score_gemma":0.10413738,"teacher_disagreement_score":0.9400661,"about_ca_system_score_codex":0.017252034,"about_ca_system_score_gemma":0.01867144,"threshold_uncertainty_score":0.12517285},"labels":[],"label_agreement":null},{"id":"W4210755045","doi":"10.32920/19067645","title":"Opportunities and barriers to sustainable urban development: an analysis of the Toronto Green Standard (Version 3)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Incentive; Sustainability; Sustainable development; Context (archaeology); Business; Environmental economics; Normative; Urban planning; Environmental planning; Regional science; Economics; Engineering; Political science; Geography; Civil engineering; Microeconomics","score_opus":0.015333855284852925,"score_gpt":0.24320867142776761,"score_spread":0.2278748161429147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210755045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95351106,0.00037637353,0.0010431376,0.0011245202,0.0000078555195,0.00009538164,0.0017462147,0.00001320002,0.04208211],"genre_scores_gemma":[0.9970703,0.00015524671,0.0003292128,0.000022455662,0.0000014849062,0.000028424789,0.00035253828,0.000005985964,0.0020342714],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989447,0.00015569705,0.000029547447,0.000066322056,0.0004615158,0.00034223023],"domain_scores_gemma":[0.99764735,0.00072997255,0.00049000984,0.00009466346,0.0006558091,0.0003823089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008362357,0.00017312632,0.00016840288,0.0012347361,0.0013762246,0.0019491266,0.00041845648,0.00029769496,0.004044922],"category_scores_gemma":[0.003072728,0.00012393229,0.0003426859,0.0031662723,0.0018046732,0.0009986736,0.0018865168,0.00053180894,0.00013506152],"study_design_candidate":"qualitative","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":[0.00025630035,0.000109822446,0.67583305,0.00040727283,0.00008301875,0.0010274011,0.05926774,0.014314302,0.0013232917,0.19798008,0.012599662,0.03679807],"study_design_scores_gemma":[0.0000063018915,0.00003929011,0.9192056,0.00012975612,0.000029117344,0.00006313776,0.040950175,0.0037266184,0.0003037215,0.0048722844,0.030643228,0.00003070443],"about_ca_topic_score_codex":0.7392163,"about_ca_topic_score_gemma":0.8640363,"teacher_disagreement_score":0.26078367,"about_ca_system_score_codex":0.02653159,"about_ca_system_score_gemma":0.018531285,"threshold_uncertainty_score":0.5246389},"labels":[],"label_agreement":null},{"id":"W4210867436","doi":"10.1016/j.jobe.2022.104191","title":"Uncertainties in whole-building life cycle assessment: A systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Life-cycle assessment; Greenhouse gas; Environmental impact assessment; Process (computing); Risk analysis (engineering); Industrial ecology; Sustainability; Computer science; Environmental resource management; Environmental economics; Environmental science; Business; Production (economics); Ecology; Economics","score_opus":0.02209291968850305,"score_gpt":0.30257069144363935,"score_spread":0.28047777175513633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210867436","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003159764,0.99769396,0.00079035625,0.0003012079,0.000097590004,0.00012860105,0.00019704609,0.000009001673,0.00046626548],"genre_scores_gemma":[0.0047563454,0.9932467,0.0013699665,0.00019411763,0.00004496072,0.00016319507,0.00013240299,0.0000048593392,0.00008749],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9906998,0.003267688,0.0025699416,0.0006274469,0.0026482693,0.00018677245],"domain_scores_gemma":[0.9425649,0.045973677,0.005104491,0.000853759,0.005197316,0.00030580247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121618835,0.0017682053,0.0038576256,0.015029253,0.0006815922,0.002907371,0.0022341327,0.0018466831,0.003542601],"category_scores_gemma":[0.05039677,0.0010012124,0.0054251063,0.014424521,0.0009907089,0.003680792,0.0017131364,0.001435403,0.0004021479],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005782653,0.00003265249,0.0007079648,0.6959193,0.0031513497,0.00015819579,0.00037242743,0.0011515637,0.00024240813,0.0028764845,0.0046735415,0.29065627],"study_design_scores_gemma":[0.000033432978,0.0001401786,0.002259177,0.8237643,0.0143996915,0.00036846404,0.0005352135,0.00050797826,0.00035931985,0.003070156,0.15448949,0.000072611845],"about_ca_topic_score_codex":0.00895741,"about_ca_topic_score_gemma":0.027454633,"teacher_disagreement_score":0.015029253,"about_ca_system_score_codex":0.0034903253,"about_ca_system_score_gemma":0.018269049,"threshold_uncertainty_score":0.064318955},"labels":[],"label_agreement":null},{"id":"W4211120310","doi":"10.32920/ryerson.14655735","title":"Towards Development of Policies Enhancing Single Family Residential Dwelling Energy Efficiency in the Ontario Building Code : a Holistic Approach Which Can Support More Aggressive Requirements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Code (set theory); Building code; Efficient energy use; Development (topology); Architectural engineering; Energy (signal processing); Single family; Business; Engineering; Computer science; Civil engineering","score_opus":0.045046694502479105,"score_gpt":0.28550170708476624,"score_spread":0.24045501258228713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211120310","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29296294,0.0043940027,0.17010847,0.097279996,0.00044025847,0.0015897582,0.0029841915,0.00053048995,0.42970988],"genre_scores_gemma":[0.8256388,0.0028866096,0.13139144,0.0030625905,0.000045909554,0.00057024235,0.000923779,0.00012110145,0.0353595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971397,0.0005494062,0.00007276302,0.0001449018,0.0014042341,0.00068902824],"domain_scores_gemma":[0.99717206,0.00026929035,0.00017825862,0.00016464999,0.001714316,0.0005013859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348876,0.00052024075,0.00043732068,0.0011392306,0.0017534713,0.0032590616,0.0012302697,0.0017780006,0.0032379571],"category_scores_gemma":[0.0037812951,0.0003163606,0.0006170404,0.0010790706,0.0018479573,0.0017235506,0.0029766737,0.0015632035,0.00027816804],"study_design_candidate":"not_applicable","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":[0.0001489738,0.00051887246,0.033423714,0.001394911,0.00017878757,0.0007887052,0.0064059515,0.15039621,0.021729864,0.4954335,0.073427126,0.21615347],"study_design_scores_gemma":[0.00015412197,0.00031961323,0.14891465,0.0021066894,0.0002519056,0.00026940997,0.031409204,0.116899826,0.017691031,0.23934127,0.4422961,0.00034620942],"about_ca_topic_score_codex":0.60635823,"about_ca_topic_score_gemma":0.8053157,"teacher_disagreement_score":0.39364177,"about_ca_system_score_codex":0.030415382,"about_ca_system_score_gemma":0.11410947,"threshold_uncertainty_score":0.79192},"labels":[],"label_agreement":null},{"id":"W4211142734","doi":"10.32920/ryerson.14655735.v1","title":"Towards Development of Policies Enhancing Single Family Residential Dwelling Energy Efficiency in the Ontario Building Code : a Holistic Approach Which Can Support More Aggressive Requirements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Code (set theory); Architectural engineering; Building code; Single family; Development (topology); Efficient energy use; Engineering; Computer science; Civil engineering","score_opus":0.045046694502479105,"score_gpt":0.28550170708476624,"score_spread":0.24045501258228713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211142734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29296294,0.0043940027,0.17010847,0.097279996,0.00044025847,0.0015897582,0.0029841915,0.00053048995,0.42970988],"genre_scores_gemma":[0.8256388,0.0028866096,0.13139144,0.0030625905,0.000045909554,0.00057024235,0.000923779,0.00012110145,0.0353595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971397,0.0005494062,0.00007276302,0.0001449018,0.0014042341,0.00068902824],"domain_scores_gemma":[0.99717206,0.00026929035,0.00017825862,0.00016464999,0.001714316,0.0005013859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348876,0.00052024075,0.00043732068,0.0011392306,0.0017534713,0.0032590616,0.0012302697,0.0017780006,0.0032379571],"category_scores_gemma":[0.0037812951,0.0003163606,0.0006170404,0.0010790706,0.0018479573,0.0017235506,0.0029766737,0.0015632035,0.00027816804],"study_design_candidate":"not_applicable","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":[0.0001489738,0.00051887246,0.033423714,0.001394911,0.00017878757,0.0007887052,0.0064059515,0.15039621,0.021729864,0.4954335,0.073427126,0.21615347],"study_design_scores_gemma":[0.00015412197,0.00031961323,0.14891465,0.0021066894,0.0002519056,0.00026940997,0.031409204,0.116899826,0.017691031,0.23934127,0.4422961,0.00034620942],"about_ca_topic_score_codex":0.60635823,"about_ca_topic_score_gemma":0.8053157,"teacher_disagreement_score":0.39364177,"about_ca_system_score_codex":0.030415382,"about_ca_system_score_gemma":0.11410947,"threshold_uncertainty_score":0.79192},"labels":[],"label_agreement":null},{"id":"W4211183086","doi":"10.5539/jsd.v13n2p148","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 13, No. 2","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Business; Law","score_opus":0.016722261521828447,"score_gpt":0.2500508312607584,"score_spread":0.23332856973892993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211183086","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011872657,0.0020964853,0.0007866677,0.15885927,0.833608,0.00037807305,0.00046894443,0.00033573544,0.0033481254],"genre_scores_gemma":[0.004010387,0.006878089,0.0023792733,0.2185973,0.6978597,0.0019405743,0.0011879287,0.0008822374,0.06626455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9700392,0.005192512,0.0051983786,0.0020161783,0.016116925,0.0014368981],"domain_scores_gemma":[0.34081987,0.024394061,0.010239407,0.004206635,0.61104125,0.00929873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024868228,0.0024498038,0.004101799,0.0059597893,0.0041584093,0.008743037,0.004037761,0.015789548,0.08043373],"category_scores_gemma":[0.31831616,0.0012702008,0.0034543916,0.002498367,0.0023904264,0.0057337685,0.0032684668,0.010611096,0.045672905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002291335,0.0000036908255,0.000061724015,0.00023131183,0.0000052088903,0.00005092783,0.00002512369,0.000006673649,0.000038087022,0.00008837891,0.99678975,0.002676314],"study_design_scores_gemma":[0.00010421991,0.000038746275,0.00074525777,0.0018799074,0.000047526428,0.0008087374,0.00029269306,0.0001773845,0.0002335376,0.0009255788,0.994649,0.00009755686],"about_ca_topic_score_codex":0.0034335016,"about_ca_topic_score_gemma":0.006230636,"teacher_disagreement_score":0.08043373,"about_ca_system_score_codex":0.00437675,"about_ca_system_score_gemma":0.009712062,"threshold_uncertainty_score":0.2690776},"labels":[],"label_agreement":null},{"id":"W4211245183","doi":"10.3390/books978-3-03842-599-1","title":"Sustainability Assessments of Buildings","year":2017,"lang":"en","type":"book","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; European Commission; National Science Foundation","keywords":"Sustainability; Architectural engineering; Environmental science; Environmental planning; Business; Engineering; Ecology","score_opus":0.01342717779470747,"score_gpt":0.28798417633700063,"score_spread":0.27455699854229315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211245183","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006692207,0.036315583,0.055488955,0.007556243,0.0028010076,0.000114872884,0.0015486116,0.00069341075,0.88878894],"genre_scores_gemma":[0.35393143,0.07638869,0.08618967,0.0018359136,0.003057378,0.00036729287,0.004984854,0.0009625028,0.4722823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974999,0.00057938707,0.000080813734,0.00015549397,0.0015810215,0.00010334578],"domain_scores_gemma":[0.99883646,0.00024291832,0.00007246473,0.00012838795,0.00064346055,0.00007623432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018904716,0.0011344434,0.00055416,0.003559457,0.00072432787,0.0044513815,0.00087911275,0.0010049691,0.014028866],"category_scores_gemma":[0.0047443756,0.0003139383,0.00050137663,0.002438829,0.0011787883,0.0030627514,0.0025671816,0.001385627,0.004025075],"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":[0.000024559396,0.000037601705,0.0011005966,0.00047985077,0.000047454017,0.00006599525,0.00037373276,0.0143836485,0.00089990435,0.27866763,0.15677397,0.547145],"study_design_scores_gemma":[0.0000026660264,0.000026903837,0.0013003509,0.00050817855,0.000009895699,0.000095552554,0.0006048612,0.0031873337,0.0007786046,0.21259655,0.78086793,0.000021218688],"about_ca_topic_score_codex":0.002492525,"about_ca_topic_score_gemma":0.0060614278,"teacher_disagreement_score":0.014028866,"about_ca_system_score_codex":0.0027514426,"about_ca_system_score_gemma":0.0018204083,"threshold_uncertainty_score":0.046931267},"labels":[],"label_agreement":null},{"id":"W4213407509","doi":"","title":"Introducing economic actors and their possibilities for action in LCA using sensitivity analysis: Application to hemp-based insulation products for building applications","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sensitivity (control systems); Action (physics); Architectural engineering; Engineering","score_opus":0.017348020609146975,"score_gpt":0.2648894554942414,"score_spread":0.24754143488509445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213407509","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13197912,0.0008290023,0.817544,0.0025506774,0.00012153633,0.00029652595,0.00017727115,0.0001552118,0.046346676],"genre_scores_gemma":[0.9167014,0.0005934434,0.07846063,0.00018064961,0.000040569386,0.00030080357,0.000030106972,0.000050887596,0.0036415185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99618655,0.0029893802,0.00006909653,0.00023174466,0.0003084319,0.0002148367],"domain_scores_gemma":[0.99012774,0.008772462,0.00036405222,0.00032030058,0.00029243185,0.00012292582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007488218,0.0016100146,0.001116423,0.0014476025,0.001197137,0.004370714,0.00095881417,0.002452537,0.0040810076],"category_scores_gemma":[0.010413423,0.00094851514,0.0023820617,0.0011874598,0.0032987,0.0047765095,0.0032947704,0.0027897577,0.00014278703],"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":[0.00010204183,0.00012523466,0.0010767862,0.00015587681,0.00016230573,0.00021238867,0.0002583369,0.63332105,0.001977711,0.35313568,0.00033545052,0.009137112],"study_design_scores_gemma":[0.00002628111,0.0000728562,0.0003991351,0.000064266125,0.00008303032,0.00003528031,0.00032056574,0.76543814,0.001001984,0.23057349,0.001935096,0.00004987835],"about_ca_topic_score_codex":0.005962425,"about_ca_topic_score_gemma":0.0052394657,"teacher_disagreement_score":0.007488218,"about_ca_system_score_codex":0.0032743365,"about_ca_system_score_gemma":0.0025342698,"threshold_uncertainty_score":0.03960198},"labels":[],"label_agreement":null},{"id":"W4214690488","doi":"10.1016/j.jclepro.2022.131056","title":"A framework for specifying low-carbon construction materials in government procurement: A case study for concrete in a new building investment","year":2022,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Government of Canada","keywords":"Procurement; Benchmarking; Carbon footprint; Greenhouse gas; Government (linguistics); Environmental economics; Investment (military); Process (computing); Embodied energy; Business; Civil engineering; Computer science; Engineering; Economics","score_opus":0.02680369473292668,"score_gpt":0.2814356404580271,"score_spread":0.2546319457251004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214690488","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023462147,0.00022153693,0.9420701,0.0022218057,0.000041207353,0.00047001208,0.0005775087,0.0006253753,0.030310314],"genre_scores_gemma":[0.25341493,0.00022058917,0.7394375,0.00024409173,0.000017823702,0.00046876672,0.00057032664,0.000260755,0.005365186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9948613,0.0029238113,0.00052834384,0.00038869158,0.0007560298,0.0005417983],"domain_scores_gemma":[0.9916747,0.005671611,0.00041292197,0.0008341993,0.001032244,0.00037429188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074413577,0.0012733781,0.0007040516,0.0024379233,0.0032113255,0.010177648,0.003420561,0.0048699654,0.008569816],"category_scores_gemma":[0.010963931,0.0014935376,0.0022712378,0.0026460688,0.0056568524,0.007132915,0.0034926876,0.004027708,0.0012783373],"study_design_candidate":"qualitative","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":[0.000031008567,0.00009388116,0.00088668364,0.00012168988,0.000020618922,0.0010080324,0.0028653922,0.05315716,0.0014172666,0.9281177,0.0014351213,0.010845321],"study_design_scores_gemma":[0.00009812973,0.000087247354,0.00060614245,0.0004601628,0.000089494984,0.00084577186,0.006403874,0.31507918,0.0050959676,0.5738506,0.09723011,0.00015335888],"about_ca_topic_score_codex":0.048257537,"about_ca_topic_score_gemma":0.07126827,"teacher_disagreement_score":0.048257537,"about_ca_system_score_codex":0.0057148254,"about_ca_system_score_gemma":0.007915256,"threshold_uncertainty_score":0.095953286},"labels":[],"label_agreement":null},{"id":"W4214724266","doi":"10.21203/rs.3.rs-1390087/v1","title":"Sustainability planning, implementation, and assessment in cities: how can productivity enhance these processes?","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Sustainability; Productivity; Environmental planning; Business; Urban planning; Resource (disambiguation); Social sustainability; Process management; Environmental resource management; Knowledge management; Management science; Engineering; Computer science; Economic growth; Geography; Economics","score_opus":0.042541726208751456,"score_gpt":0.4250961531018393,"score_spread":0.38255442689308783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214724266","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3198019,0.003974351,0.16586421,0.13198401,0.0005298879,0.001427545,0.0004043874,0.0009962411,0.37501746],"genre_scores_gemma":[0.9520228,0.0013056151,0.039940275,0.000806573,0.00006183891,0.00023062789,0.00008674665,0.00009440231,0.005451187],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9713705,0.020225978,0.0006234799,0.0008883113,0.0042287726,0.0026629665],"domain_scores_gemma":[0.96396893,0.017301422,0.003030322,0.0038151438,0.008248349,0.003635937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04259326,0.0008936734,0.0007717622,0.003360786,0.005931682,0.02322639,0.002562206,0.0020627847,0.0070277634],"category_scores_gemma":[0.054530717,0.0007143258,0.0005824893,0.004682216,0.013059551,0.012384239,0.013039213,0.0029211338,0.0011163466],"study_design_candidate":"theoretical_or_conceptual","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":[0.00020844403,0.00060969306,0.058370974,0.0012170284,0.00017241572,0.0004572888,0.031775504,0.0370728,0.0010996481,0.305485,0.018116614,0.54541457],"study_design_scores_gemma":[0.00012127638,0.00045737377,0.049231786,0.0025902824,0.00012746885,0.00016326418,0.13567173,0.035439555,0.004305684,0.5584168,0.21327472,0.00020003582],"about_ca_topic_score_codex":0.055752728,"about_ca_topic_score_gemma":0.060942505,"teacher_disagreement_score":0.055752728,"about_ca_system_score_codex":0.01998069,"about_ca_system_score_gemma":0.046651356,"threshold_uncertainty_score":0.22525734},"labels":[],"label_agreement":null},{"id":"W4224272315","doi":"10.1061/(asce)co.1943-7862.0002281","title":"Multiobjective Optimization Model for the Life Cycle Cost-Sustainability Trade-Off Problem of Building Upgrading Using a Generic Sustainability Assessment Tool","year":2022,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"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":"Sustainability; Life-cycle assessment; Upgrade; Computer science; Environmental economics; Economics; Production (economics); Ecology","score_opus":0.00911859585731036,"score_gpt":0.24856390713186924,"score_spread":0.23944531127455887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224272315","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06586495,0.001141348,0.9093814,0.0006502771,0.00014245228,0.00029974844,0.00043737364,0.00025099338,0.021831453],"genre_scores_gemma":[0.87634295,0.0010713375,0.10848478,0.00020323065,0.000067311725,0.0011399614,0.0004625484,0.000060320177,0.0121676335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993905,0.00026205622,0.000025375184,0.00012090271,0.000091127695,0.00011003614],"domain_scores_gemma":[0.99939454,0.00039370387,0.00008332481,0.000017181246,0.00008124073,0.000029985289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012244111,0.0015027126,0.0011968993,0.0009109714,0.0004895017,0.0017350585,0.0014373509,0.0020310334,0.0038326783],"category_scores_gemma":[0.0014638668,0.00056442205,0.0015688259,0.0010777094,0.0006132144,0.00083078735,0.0011680507,0.0015381837,0.00034335777],"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":[0.000009136068,0.000016051234,0.00018837507,0.000034045435,0.000014818571,0.00003658845,0.000009909449,0.9960278,0.00016743134,0.0015427918,0.0001335871,0.0018193915],"study_design_scores_gemma":[0.00000483563,0.000022454518,0.00009093526,0.0000055974797,0.0000074092495,0.000006656008,0.00000899051,0.9989182,0.000046730955,0.00064528675,0.00023991014,0.0000030599726],"about_ca_topic_score_codex":0.010160993,"about_ca_topic_score_gemma":0.009177502,"teacher_disagreement_score":0.010160993,"about_ca_system_score_codex":0.0015308347,"about_ca_system_score_gemma":0.0017241825,"threshold_uncertainty_score":0.02020365},"labels":[],"label_agreement":null},{"id":"W4224287554","doi":"10.1016/j.jclepro.2022.131871","title":"The business of accelerating sustainable urban development: A systematic review and synthesis","year":2022,"lang":"en","type":"review","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pace; Sustainability; Transformative learning; Sustainable development; Urbanization; Business; Environmental planning; Urban planning; Business model; Engineering; Economic growth; Economics; Political science; Marketing; Civil engineering; Geography; Sociology","score_opus":0.028424185245203397,"score_gpt":0.2636512111199087,"score_spread":0.2352270258747053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224287554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066771515,0.99676704,0.00037788885,0.000663982,0.00021021512,0.0004094062,0.00043555757,0.000009551533,0.00045874127],"genre_scores_gemma":[0.0066317124,0.9905156,0.0010991115,0.00061276805,0.000075931406,0.00070774165,0.00021038679,0.000004728978,0.00014202693],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98986965,0.0037254517,0.0031973375,0.00059153733,0.002263511,0.00035247035],"domain_scores_gemma":[0.9618845,0.026826143,0.0052128993,0.0007674217,0.0047758073,0.0005332098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015942752,0.0014355856,0.0047968216,0.01835488,0.0007650743,0.0039328285,0.0020074714,0.00197407,0.0052223895],"category_scores_gemma":[0.06117104,0.0008979372,0.00393165,0.01860008,0.0011824646,0.0039109876,0.0023854054,0.0014755531,0.00050487055],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005725895,0.000018289213,0.00045989317,0.9385898,0.00203,0.0001248984,0.00045105844,0.00014792303,0.000178498,0.0011161106,0.0037154506,0.053110857],"study_design_scores_gemma":[0.000033314518,0.00007954153,0.00185244,0.9334312,0.012198509,0.00020781641,0.000632112,0.00006883089,0.00013146563,0.0007596228,0.050578162,0.000026951915],"about_ca_topic_score_codex":0.0061623156,"about_ca_topic_score_gemma":0.02621952,"teacher_disagreement_score":0.01835488,"about_ca_system_score_codex":0.0042489083,"about_ca_system_score_gemma":0.021979464,"threshold_uncertainty_score":0.08431435},"labels":[],"label_agreement":null},{"id":"W4226033234","doi":"10.3992/jgb.17.1.127","title":"ASSESSING THE ADOPTION OF CROSS LAMINATED TIMBER BY ARCHITECTS AND STRUCTURAL ENGINEERS WITHIN THE UNITED STATES","year":2022,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"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":"Cross laminated timber; Engineering; Architectural engineering; Roof; Product (mathematics); Construction industry; Business; Civil engineering; Construction engineering","score_opus":0.010297711995134838,"score_gpt":0.27358471912214505,"score_spread":0.2632870071270102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226033234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993166,0.000022090402,0.000050880437,0.000059557744,0.0000014098748,0.0000050112512,0.00003046075,0.000001606376,0.0005123316],"genre_scores_gemma":[0.9994741,0.000056600325,0.00017713691,0.00003410519,0.0000016017842,0.00000794411,0.00005236292,0.0000010229522,0.00019515671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853647,0.000513911,0.0001331922,0.0001422819,0.00047201014,0.0002021499],"domain_scores_gemma":[0.98910147,0.002671618,0.0037377505,0.0003040487,0.0028469793,0.0013381334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030225639,0.00017893137,0.00012483512,0.0015027628,0.000614943,0.0009506095,0.0003513996,0.0004976286,0.00157417],"category_scores_gemma":[0.0066343937,0.00027918324,0.00021779389,0.0007683478,0.00058788,0.00065540045,0.0010134286,0.00055576616,0.0002683485],"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":[0.000022091332,0.0000660382,0.98390454,0.00001902194,0.000011878631,0.000079004596,0.010127248,0.00008931321,0.00067213486,0.00006210925,0.00020077237,0.004745889],"study_design_scores_gemma":[0.0000012104805,0.000103272316,0.96684355,0.00002586325,0.0000058699616,0.00009435965,0.03164417,0.0003894978,0.00018917998,0.000021908616,0.00067285134,0.000008199028],"about_ca_topic_score_codex":0.030533746,"about_ca_topic_score_gemma":0.07340285,"teacher_disagreement_score":0.030533746,"about_ca_system_score_codex":0.0008448976,"about_ca_system_score_gemma":0.0009802184,"threshold_uncertainty_score":0.06071204},"labels":[],"label_agreement":null},{"id":"W4226073668","doi":"10.1007/s43621-022-00081-y","title":"Sustainability planning, implementation, and assessment in cities: how can productivity enhance these processes?","year":2022,"lang":"en","type":"article","venue":"Discover Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Sustainability; Productivity; Environmental planning; Business; Urban planning; Resource (disambiguation); Social sustainability; Process management; Environmental resource management; Knowledge management; Management science; Engineering; Computer science; Economic growth; Geography; Economics","score_opus":0.009019058208505898,"score_gpt":0.3026358394922852,"score_spread":0.29361678128377927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226073668","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3230628,0.003503148,0.14859775,0.15271898,0.00051655446,0.0016260172,0.00039885793,0.0010655121,0.3685103],"genre_scores_gemma":[0.95693994,0.0011305746,0.035602424,0.0008824562,0.000055475506,0.00026087742,0.000082232895,0.00008155996,0.004964607],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9695262,0.021163616,0.0006966352,0.00090323016,0.0045325384,0.0031778137],"domain_scores_gemma":[0.9636125,0.01609531,0.0031524284,0.003832382,0.008802772,0.004504712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04687207,0.0009024209,0.0007736628,0.003735129,0.007093876,0.02342349,0.0028874634,0.00202726,0.0071613817],"category_scores_gemma":[0.05688339,0.0007202554,0.00061391084,0.0046654725,0.013530882,0.0124612665,0.014718548,0.003069351,0.001086574],"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":[0.00018720364,0.00066625717,0.067212604,0.0011981233,0.00017275638,0.00047576355,0.037876885,0.028926615,0.001044296,0.2620389,0.019654753,0.58054584],"study_design_scores_gemma":[0.00012215809,0.00051550905,0.063172996,0.0030156195,0.00013754291,0.00019143788,0.18403728,0.030981619,0.003961695,0.47846612,0.2351638,0.00023424365],"about_ca_topic_score_codex":0.06479093,"about_ca_topic_score_gemma":0.08022351,"teacher_disagreement_score":0.06479093,"about_ca_system_score_codex":0.022741674,"about_ca_system_score_gemma":0.059302278,"threshold_uncertainty_score":0.24788612},"labels":[],"label_agreement":null},{"id":"W4226119945","doi":"10.5267/j.jpm.2022.3.002","title":"Green cost premium as the dynamics of project management practice: A critical review","year":2022,"lang":"en","type":"review","venue":"Journal of Project Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Globe; Business; Sustainability; Limiting; Empirical research; Process management; Best practice; Knowledge management; Computer science; Psychology; Management; Economics; Engineering","score_opus":0.05690222188209563,"score_gpt":0.389579237263246,"score_spread":0.33267701538115035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226119945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011365722,0.9940058,0.0006372873,0.0023712555,0.00036406124,0.00007412742,0.000030971394,0.0000049486316,0.0013749182],"genre_scores_gemma":[0.01689726,0.9806717,0.0010267406,0.00073045463,0.00028438927,0.00012551786,0.000035487195,0.000008742247,0.00021967854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873333,0.0053964197,0.0024356984,0.0012239234,0.0032476983,0.00036302858],"domain_scores_gemma":[0.86132795,0.11826541,0.0059685656,0.0013229413,0.012486411,0.0006287561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017823394,0.0009698873,0.0018303172,0.012651302,0.0015789076,0.00742942,0.0019512251,0.0033678177,0.0027598946],"category_scores_gemma":[0.059395097,0.0009688381,0.0016769734,0.013166275,0.004116201,0.00693056,0.002446655,0.003324671,0.0004967355],"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":[0.00013210942,0.00012855727,0.0034612836,0.2095779,0.0005650358,0.00065924064,0.014120369,0.0009477294,0.00043730548,0.053431585,0.016978197,0.69956076],"study_design_scores_gemma":[0.000016528029,0.0002102149,0.010177474,0.4656948,0.0013255123,0.0017289869,0.015998993,0.0006378057,0.0006725029,0.014048152,0.48933688,0.00015221332],"about_ca_topic_score_codex":0.009351679,"about_ca_topic_score_gemma":0.011498243,"teacher_disagreement_score":0.017823394,"about_ca_system_score_codex":0.0095930565,"about_ca_system_score_gemma":0.020749783,"threshold_uncertainty_score":0.094260275},"labels":[],"label_agreement":null},{"id":"W4226138129","doi":"10.1038/s41597-022-01141-8","title":"A construction classification system database for understanding resource use in building construction","year":2022,"lang":"en","type":"article","venue":"Scientific Data","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Interoperability; Computer science; Ontology; Field (mathematics); Resource (disambiguation); Database; Building material; Materials management; Data science; Construction engineering; Architectural engineering; Civil engineering; World Wide Web; Engineering; Operations management","score_opus":0.12537023880506995,"score_gpt":0.2868134783604212,"score_spread":0.16144323955535125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226138129","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015577976,0.00029123228,0.031702098,0.00029682822,0.00009937628,0.0007676257,0.92361444,0.013423824,0.014226621],"genre_scores_gemma":[0.024093483,0.000275144,0.0489526,0.0001075461,0.00002504788,0.0011561535,0.92148703,0.0005337202,0.003369325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846774,0.00013804683,0.0004814482,0.00038135424,0.00040482308,0.00012658483],"domain_scores_gemma":[0.996956,0.0005363572,0.0004186447,0.0009091078,0.0009626775,0.00021723434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011408003,0.0010225533,0.0008332708,0.007314849,0.00093395205,0.0021538844,0.0019347012,0.0012572363,0.017483097],"category_scores_gemma":[0.004468484,0.00048819187,0.0013420467,0.010141454,0.00030419856,0.0026912624,0.0017664495,0.0010658782,0.012465468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006955334,0.00073528686,0.07420932,0.003234307,0.00030940227,0.0007841709,0.0014554389,0.0105358735,0.010704811,0.022204485,0.5997598,0.27537155],"study_design_scores_gemma":[0.00009890246,0.00008819356,0.077606864,0.00039583197,0.00009715106,0.0003436574,0.000976448,0.016772551,0.0064815977,0.007677158,0.8893354,0.00012624556],"about_ca_topic_score_codex":0.02489508,"about_ca_topic_score_gemma":0.033125762,"teacher_disagreement_score":0.02489508,"about_ca_system_score_codex":0.0018778256,"about_ca_system_score_gemma":0.0030363912,"threshold_uncertainty_score":0.05848676},"labels":[],"label_agreement":null},{"id":"W4229024676","doi":"10.1139/cjce-2021-0145","title":"A life cycle thinking centered methodology for energy retrofit evaluation","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Energy consumption; Sustainability; Life-cycle assessment; Windsor; Principal (computer security); Architectural engineering; Environmental economics; Engineering; Energy (signal processing); Consumption (sociology); Computer science; Production (economics); Environmental science; Economics","score_opus":0.03799439364515876,"score_gpt":0.2567269256517946,"score_spread":0.21873253200663584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229024676","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070006694,0.00022943346,0.9720729,0.00025331893,0.000045596862,0.0021805353,0.00035954348,0.00035089045,0.017507132],"genre_scores_gemma":[0.043204714,0.00018221301,0.950932,0.000069549635,0.000008084516,0.0037070506,0.0002620104,0.00007118972,0.001563113],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9890127,0.0070411856,0.00065163587,0.0005059894,0.0024860336,0.00030240786],"domain_scores_gemma":[0.98906493,0.0062786667,0.00087213475,0.00072658283,0.0028451374,0.00021249014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01417735,0.002359957,0.0010799777,0.007408924,0.0013730623,0.004906011,0.001964651,0.0010020168,0.008350944],"category_scores_gemma":[0.017808884,0.0005753664,0.0015445976,0.0059157503,0.0019833455,0.0029839112,0.0022836993,0.0018420997,0.0010977188],"study_design_candidate":"theoretical_or_conceptual","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":[0.00018159077,0.0007575896,0.004683659,0.0026356434,0.00019354938,0.0004093726,0.0065239524,0.06053771,0.009826259,0.41960943,0.0067335297,0.4879077],"study_design_scores_gemma":[0.00029081953,0.0017361743,0.0067427824,0.0030040515,0.00027536575,0.00071780547,0.014375058,0.2718008,0.022463262,0.480798,0.19741262,0.00038331692],"about_ca_topic_score_codex":0.0029543457,"about_ca_topic_score_gemma":0.0050931335,"teacher_disagreement_score":0.01417735,"about_ca_system_score_codex":0.004337874,"about_ca_system_score_gemma":0.0077167484,"threshold_uncertainty_score":0.074977875},"labels":[],"label_agreement":null},{"id":"W4230731991","doi":"10.5539/jsd.v13n4p279","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 13, No. 4","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Law","score_opus":0.017115397799954343,"score_gpt":0.25054580630717654,"score_spread":0.2334304085072222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230731991","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013152178,0.0020196005,0.00082512456,0.16638389,0.8261574,0.00038842077,0.0004714279,0.0003385807,0.0032840867],"genre_scores_gemma":[0.004438911,0.0071474593,0.0026921635,0.22111848,0.69023186,0.0020729813,0.001216794,0.0008827992,0.07019854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.971713,0.0049181967,0.005057485,0.0018181195,0.0151100885,0.001383122],"domain_scores_gemma":[0.3388389,0.02412917,0.01033532,0.0040798835,0.61355346,0.009063201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024246182,0.0023351305,0.0040026307,0.005832643,0.004118534,0.008176529,0.004137947,0.0154861165,0.07945293],"category_scores_gemma":[0.3191838,0.0012403027,0.0035351152,0.0024058954,0.0024485106,0.0055029006,0.0032259675,0.010461555,0.044233706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024267174,0.0000037773864,0.0000707138,0.0002411522,0.000005618642,0.000054692915,0.000026330465,0.0000073714145,0.00004002469,0.000095906886,0.99649733,0.0029328133],"study_design_scores_gemma":[0.00010408791,0.00003846877,0.00074680237,0.0018267918,0.00005159413,0.000777822,0.00030113346,0.00018319077,0.00024303554,0.0010128779,0.9946149,0.000099225],"about_ca_topic_score_codex":0.0036233792,"about_ca_topic_score_gemma":0.0064252093,"teacher_disagreement_score":0.07945293,"about_ca_system_score_codex":0.0045461203,"about_ca_system_score_gemma":0.010002298,"threshold_uncertainty_score":0.26579654},"labels":[],"label_agreement":null},{"id":"W4230751322","doi":"10.32920/ryerson.14643876","title":"A life-cycle based decision-making framework for electricity generation system planning","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Stakeholder; Flexibility (engineering); Electricity generation; Environmental economics; Greenhouse gas; Context (archaeology); Electricity; Life-cycle assessment; Renewable energy; Reliability (semiconductor); Operations research; Computer science; Engineering; Production (economics); Economics; Power (physics)","score_opus":0.022718992714775798,"score_gpt":0.29292470123013375,"score_spread":0.27020570851535797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230751322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020329505,0.00039267438,0.98890543,0.0007081386,0.00005788446,0.00013605037,0.00014954241,0.00008123659,0.0075360555],"genre_scores_gemma":[0.20799403,0.0011013357,0.78624636,0.00020825097,0.000104754625,0.0009032217,0.00048622943,0.00006950015,0.0028863472],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99672604,0.0020264038,0.00017002628,0.0002478988,0.00061731227,0.00021237238],"domain_scores_gemma":[0.99739325,0.0016708616,0.00017193909,0.00013615414,0.00048052525,0.00014736353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065940404,0.0018995065,0.0013270968,0.001720724,0.0013974606,0.0046356306,0.002896186,0.0017729088,0.004532976],"category_scores_gemma":[0.0064736637,0.0009045213,0.0021366288,0.0023658404,0.002423368,0.0028669802,0.0019777233,0.0030744432,0.000764],"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":[0.000017394303,0.00004570894,0.00022239899,0.00010264092,0.00005457705,0.0001292522,0.00018166049,0.6383797,0.00022058706,0.3441858,0.00113514,0.015325148],"study_design_scores_gemma":[0.000028276208,0.000038001748,0.00009943576,0.00011578859,0.000026474574,0.000043661184,0.0001189101,0.64369285,0.00022797026,0.3436605,0.0119137615,0.000034347566],"about_ca_topic_score_codex":0.01781081,"about_ca_topic_score_gemma":0.022456385,"teacher_disagreement_score":0.01781081,"about_ca_system_score_codex":0.006263334,"about_ca_system_score_gemma":0.0064254594,"threshold_uncertainty_score":0.045443833},"labels":[],"label_agreement":null},{"id":"W4230934732","doi":"10.32920/ryerson.14646909","title":"Examining the performance gap in LEED certified MURBs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Certification; Energy performance; Energy (signal processing); Sample (material); Regression analysis; Environmental science; Econometrics; Computer science; Statistics; Mathematics; Physics; Economics; Thermodynamics","score_opus":0.052877716426610495,"score_gpt":0.2510952199849373,"score_spread":0.1982175035583268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230934732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986313,0.000019316743,0.00024122975,0.000027096243,8.2117185e-7,0.0000037775633,0.00004715472,0.000004624039,0.0010246951],"genre_scores_gemma":[0.9996074,0.000008802774,0.000093610055,0.000002590836,5.279504e-7,0.000001732926,0.000062194114,0.000002522749,0.00022082073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860966,0.00027159182,0.000065875145,0.00016348816,0.0006813306,0.00020813583],"domain_scores_gemma":[0.9963361,0.00097514095,0.00096228824,0.00024606695,0.001302449,0.00017798641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018772234,0.00020187,0.00030317105,0.000919661,0.00047980255,0.0013468317,0.00062030286,0.00035605722,0.0015449624],"category_scores_gemma":[0.0075194156,0.00011579936,0.00019016203,0.0012834698,0.0006800149,0.0009576844,0.0013887541,0.00031424407,0.00027929107],"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":[0.0003162362,0.00022717114,0.95539945,0.00005595129,0.000036221736,0.0004134467,0.00431923,0.009022127,0.0038032057,0.0015237543,0.00023045256,0.024652706],"study_design_scores_gemma":[0.000002988824,0.00022952614,0.98633665,0.000017304083,0.0000058737505,0.000081958315,0.005084506,0.0049686376,0.0022517685,0.00017913176,0.00082990754,0.000011767083],"about_ca_topic_score_codex":0.03532182,"about_ca_topic_score_gemma":0.06595316,"teacher_disagreement_score":0.03532182,"about_ca_system_score_codex":0.0034968408,"about_ca_system_score_gemma":0.0010562425,"threshold_uncertainty_score":0.07023245},"labels":[],"label_agreement":null},{"id":"W4231265450","doi":"10.3846/1648715x.2006.9637551","title":"MOVING FROM PRODUCTION TO SERVICES: A BUILT ENVIRONMENT CLUSTER FRAMEWORK","year":2006,"lang":"en","type":"article","venue":"International Journal of Strategic Property Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Scope (computer science); Variety (cybernetics); Context (archaeology); Business; Product (mathematics); Industrial organization; Production (economics); Sustainable development; Built environment; Process management; Environmental resource management; Environmental economics; Computer science; Economics; Engineering","score_opus":0.015829933727567774,"score_gpt":0.23144520772255958,"score_spread":0.2156152739949918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231265450","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.122018285,0.003563892,0.39601684,0.015857957,0.0003450991,0.0005129299,0.001176876,0.00030604118,0.460202],"genre_scores_gemma":[0.8881818,0.0025744997,0.08282792,0.00052825175,0.00016244888,0.00042871025,0.0005762782,0.00011356473,0.02460656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906653,0.00034398647,0.000028193184,0.00012651877,0.00017687952,0.00025785348],"domain_scores_gemma":[0.9993753,0.00014614113,0.000059812155,0.000045996094,0.00013668685,0.00023612283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067064125,0.0004816665,0.00032087625,0.002690281,0.0022451184,0.005902521,0.0016015649,0.0014985872,0.0063876393],"category_scores_gemma":[0.0008484069,0.00028547138,0.0007471623,0.003814945,0.0048685907,0.005562513,0.0040438347,0.0013553423,0.0009321985],"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":[0.000008261737,0.000019045292,0.0010886613,0.000030193703,0.000011283434,0.00015042197,0.0004970854,0.0072860057,0.00014902838,0.98463815,0.0016329366,0.00448887],"study_design_scores_gemma":[0.000027472306,0.000060087095,0.0054880544,0.00014857961,0.000043188524,0.00029888997,0.006346329,0.10674836,0.00042614227,0.7614093,0.11894368,0.00006000721],"about_ca_topic_score_codex":0.037104785,"about_ca_topic_score_gemma":0.024980586,"teacher_disagreement_score":0.037104785,"about_ca_system_score_codex":0.0043095164,"about_ca_system_score_gemma":0.0031211504,"threshold_uncertainty_score":0.073777616},"labels":[],"label_agreement":null},{"id":"W4231392274","doi":"10.1108/978-1-83867-837-120211014","title":"Index","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Sustainable Building Design and Assessment","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.01019298318080587,"score_gpt":0.24464712492568208,"score_spread":0.23445414174487622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231392274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048817208,0.0066419006,0.0014993899,0.0075832233,0.020397699,0.00026021744,0.03458085,0.003517032,0.9250315],"genre_scores_gemma":[0.0019177665,0.0055744816,0.0014350496,0.002930737,0.0026573334,0.00022379763,0.03108992,0.0012939246,0.9528769],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981133,0.0001538906,0.00017936282,0.0003744359,0.0009683685,0.00021063338],"domain_scores_gemma":[0.99707544,0.00021937612,0.00012650382,0.0003718216,0.0017608549,0.00044609595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013468843,0.0019712744,0.0014652015,0.005700937,0.0021752808,0.012697229,0.0024173362,0.0032132494,0.7271455],"category_scores_gemma":[0.0057728635,0.0006255425,0.0012766941,0.009236939,0.0008174953,0.008696059,0.0039190636,0.0024746798,0.77098167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011166341,0.000012168586,0.00012869398,0.00019763107,0.0000030076967,0.000022032047,0.000027358257,0.000027563025,0.00008012685,0.0031121322,0.9306951,0.06568293],"study_design_scores_gemma":[0.000002208415,0.000004570961,0.00018819397,0.00009364529,0.0000013196044,0.000031481424,0.000030115281,0.000016865793,0.00003208309,0.0007493353,0.9988457,0.0000044448475],"about_ca_topic_score_codex":0.0067478274,"about_ca_topic_score_gemma":0.0069064638,"teacher_disagreement_score":0.2728545,"about_ca_system_score_codex":0.0024474312,"about_ca_system_score_gemma":0.0043284884,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4231476742","doi":"10.32920/ryerson.14656266","title":"A study of key players in developing low carbon buildings/communities in Canada: a case study in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Key (lock); Business; Engineering; Computer science; Computer security","score_opus":0.0329575133518136,"score_gpt":0.24875059708367486,"score_spread":0.21579308373186126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231476742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152607,0.00015075036,0.0002572158,0.00054087455,0.0000045282573,0.00014979906,0.000081847276,0.0000044778153,0.0072843907],"genre_scores_gemma":[0.9922069,0.00044412818,0.00075371645,0.00014116512,0.0000023392618,0.000048177048,0.00006418728,0.0000066240696,0.006332675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99816185,0.00041475325,0.000049478695,0.00014227955,0.00043008977,0.0008015839],"domain_scores_gemma":[0.9976064,0.00051698746,0.00022863956,0.00005818225,0.00075724884,0.0008323885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015472407,0.00037333797,0.0003118621,0.001060409,0.01773797,0.002577733,0.0013009309,0.0009450386,0.0022287692],"category_scores_gemma":[0.0023378793,0.00040128973,0.00023673028,0.002575215,0.003984722,0.0009551503,0.001961531,0.0009785127,0.00017177271],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015415359,0.00041568078,0.12761563,0.00036909763,0.000022640586,0.00996808,0.8142964,0.0009997897,0.004575981,0.0063101817,0.0031093159,0.032163173],"study_design_scores_gemma":[0.000011563597,0.000110011475,0.08160261,0.000106186155,0.000015282285,0.00034299074,0.89459527,0.0005359926,0.00058201177,0.00017480561,0.021897135,0.000026179128],"about_ca_topic_score_codex":0.98960096,"about_ca_topic_score_gemma":0.9976851,"teacher_disagreement_score":0.075561754,"about_ca_system_score_codex":0.075561754,"about_ca_system_score_gemma":0.08641043,"threshold_uncertainty_score":0.5482415},"labels":[],"label_agreement":null},{"id":"W4231617766","doi":"10.32920/14643918","title":"Passive design strategies for medium-format retail buildings in Toronto toward NZEUsing Ecotect® Analysis 2011, with a case-study of a retail building in Toronto, ON","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Key (lock); Set (abstract data type); Computer science; Architectural design; Engineering; Civil engineering; Architecture; Geography","score_opus":0.033367307124641296,"score_gpt":0.2878655024398231,"score_spread":0.2544981953151818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231617766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93773574,0.0006306063,0.016792819,0.00051647716,0.000015660285,0.00029156398,0.00046388945,0.00012398619,0.043429133],"genre_scores_gemma":[0.98380524,0.00027596048,0.007933243,0.000016904176,0.0000015268117,0.00004891376,0.0001922024,0.000019566578,0.007706558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919325,0.0002614474,0.000032003783,0.00009473458,0.00025458555,0.00016397527],"domain_scores_gemma":[0.9994318,0.00014155023,0.00005640131,0.00005934235,0.0002201791,0.00009081964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083763973,0.00063717033,0.00016477577,0.00064712093,0.0018739143,0.0024361184,0.0011389604,0.0005837821,0.0035738016],"category_scores_gemma":[0.001178245,0.0002984466,0.0004660955,0.0011668286,0.0016141958,0.00086832844,0.0010407666,0.00035849816,0.00029736874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014154821,0.00086010917,0.15651338,0.0025891843,0.00022220874,0.008387489,0.08231344,0.2839203,0.056606032,0.113306195,0.011740916,0.2821252],"study_design_scores_gemma":[0.00022067798,0.0022789997,0.30160448,0.000898935,0.00062410894,0.0014091484,0.2269617,0.12534723,0.045625024,0.011738666,0.2829296,0.00036142365],"about_ca_topic_score_codex":0.51334226,"about_ca_topic_score_gemma":0.8290091,"teacher_disagreement_score":0.48665774,"about_ca_system_score_codex":0.025874244,"about_ca_system_score_gemma":0.008529917,"threshold_uncertainty_score":0.97904754},"labels":[],"label_agreement":null},{"id":"W4232556370","doi":"10.18777/ieashc-task47-2015-0001","title":"Sustainable Refurbishments, School Buildings: A Guide for Designers and Planners","year":2015,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Architectural engineering; Engineering; Environmental planning; Civil engineering; Construction engineering; Geography","score_opus":0.027775923721100985,"score_gpt":0.30196209446102157,"score_spread":0.2741861707399206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232556370","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034849073,0.19285518,0.14788938,0.06285736,0.006929079,0.002567513,0.0135377925,0.007949287,0.5619295],"genre_scores_gemma":[0.019730499,0.24211547,0.1755651,0.01192913,0.0019250846,0.0026650503,0.013749381,0.0021132978,0.53020704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791855,0.00078220724,0.0002374353,0.00015256775,0.0007997982,0.00010946577],"domain_scores_gemma":[0.9977864,0.00087631063,0.00013550118,0.00013784507,0.00083971996,0.00022415341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002546649,0.0030414087,0.001058276,0.003567899,0.0015667918,0.004466463,0.002462468,0.0038102255,0.039788228],"category_scores_gemma":[0.0035454116,0.0015542989,0.0006809417,0.0054234215,0.0018744568,0.006746766,0.0026975907,0.0046262303,0.037792698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015363832,0.00017380365,0.0004308156,0.0006912367,0.000005666059,0.00013252898,0.0014488791,0.0026458518,0.00041494492,0.015702905,0.8001609,0.17817698],"study_design_scores_gemma":[0.0000032568694,0.000020883552,0.00027741207,0.00040010834,0.0000014280452,0.00010633677,0.0007116335,0.00024190402,0.00005457506,0.0061800582,0.9919925,0.000009913033],"about_ca_topic_score_codex":0.01423878,"about_ca_topic_score_gemma":0.028754573,"teacher_disagreement_score":0.039788228,"about_ca_system_score_codex":0.0026142187,"about_ca_system_score_gemma":0.0063719335,"threshold_uncertainty_score":0.13310486},"labels":[],"label_agreement":null},{"id":"W4232908806","doi":"10.5539/jsd.v10n5p280","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 5","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental ethics; Political science; Engineering ethics; Philosophy; Engineering; Law","score_opus":0.01780898688713865,"score_gpt":0.2705409474428606,"score_spread":0.25273196055572195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232908806","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015147531,0.0026527038,0.00091349304,0.17897952,0.81339747,0.00044597132,0.0005171814,0.00033471384,0.0026074115],"genre_scores_gemma":[0.00552309,0.007680515,0.0028000816,0.23978196,0.6910576,0.002336626,0.0011569828,0.00090730307,0.048755884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9609117,0.0070526716,0.008056005,0.0025285375,0.019638062,0.001813005],"domain_scores_gemma":[0.27625632,0.02881745,0.014362519,0.004796626,0.6670265,0.008740563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030998498,0.0024972921,0.0047500688,0.006803371,0.0043640495,0.008778486,0.004424272,0.016040305,0.06706458],"category_scores_gemma":[0.38993922,0.0013531445,0.0040608644,0.002851406,0.0028589868,0.0061505665,0.0037702322,0.011328741,0.03871256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003077572,0.000004272494,0.00010233402,0.00038621877,0.000008471754,0.000078943856,0.00004652591,0.000008503102,0.000045587833,0.00011991201,0.99564075,0.003527623],"study_design_scores_gemma":[0.00013084758,0.000041761214,0.000945651,0.0032648505,0.00007385138,0.0011482069,0.00048850034,0.00022272533,0.0002831944,0.0012245851,0.9920481,0.00012769016],"about_ca_topic_score_codex":0.0037397486,"about_ca_topic_score_gemma":0.006456423,"teacher_disagreement_score":0.06706458,"about_ca_system_score_codex":0.005319386,"about_ca_system_score_gemma":0.010440183,"threshold_uncertainty_score":0.22435337},"labels":[],"label_agreement":null},{"id":"W4233748489","doi":"10.32920/ryerson.14653428","title":"Prefabricated Housing and LEED","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Prefabrication; Architectural engineering; Housing industry; Affordable housing; Business; Engineering; Civil engineering; Telecommunications","score_opus":0.015266865111563131,"score_gpt":0.23611494272944133,"score_spread":0.2208480776178782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233748489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7612684,0.00154848,0.0025317776,0.0039245635,0.00014004722,0.00014892773,0.0005267567,0.000040670297,0.22987041],"genre_scores_gemma":[0.9804764,0.00040624652,0.0013327673,0.00017927574,0.000011370398,0.00001451255,0.00013769437,0.000009208854,0.017432533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982681,0.00029118033,0.000055614142,0.00010225612,0.0008739438,0.00040883047],"domain_scores_gemma":[0.9972248,0.0003750162,0.00050454796,0.0001450884,0.001367995,0.00038252762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012734096,0.00019078098,0.00013574815,0.00078156457,0.0030052457,0.0029793752,0.0006965986,0.0005281297,0.018010845],"category_scores_gemma":[0.004883533,0.00009030898,0.00027692883,0.0015843057,0.0026895786,0.0011594617,0.0027299153,0.00076612405,0.00050276564],"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":[0.0003652862,0.00033521967,0.44423017,0.0011951309,0.000091723174,0.002328939,0.08395934,0.0016530511,0.0035353936,0.13865708,0.021022644,0.30262613],"study_design_scores_gemma":[0.000010688196,0.00016824174,0.69962585,0.0005982253,0.000030377996,0.00042730142,0.14057378,0.0005738608,0.0013278913,0.0054303324,0.15116467,0.00006866809],"about_ca_topic_score_codex":0.31547984,"about_ca_topic_score_gemma":0.6223808,"teacher_disagreement_score":0.31547984,"about_ca_system_score_codex":0.008693025,"about_ca_system_score_gemma":0.0071483203,"threshold_uncertainty_score":0.6272871},"labels":[],"label_agreement":null},{"id":"W4234181597","doi":"10.5539/jsd.v11n1p150","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 1","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Geography; Philosophy; Law","score_opus":0.014307332715014736,"score_gpt":0.25942902119119077,"score_spread":0.24512168847617602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234181597","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001487742,0.0028411066,0.0009003476,0.17855932,0.8135667,0.00043626747,0.00052504643,0.00033498945,0.0026874798],"genre_scores_gemma":[0.0052595185,0.0082834205,0.002954543,0.22560582,0.702317,0.002481269,0.0012635472,0.0010373638,0.05079744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9581546,0.007934975,0.008450846,0.0028528124,0.020709468,0.0018972501],"domain_scores_gemma":[0.24203351,0.032874953,0.014340741,0.005142664,0.6970236,0.008584642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03411774,0.002486137,0.004890701,0.0076157595,0.0048464607,0.00892177,0.004397444,0.014715921,0.06919005],"category_scores_gemma":[0.42653787,0.0013838244,0.0037252975,0.0031958928,0.0028631794,0.006765331,0.003926084,0.011450393,0.039144095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002989567,0.000004349381,0.00009510569,0.0004120363,0.0000075642606,0.00007124758,0.000056793884,0.000008195882,0.000045377426,0.00012687805,0.99546057,0.0036820062],"study_design_scores_gemma":[0.00011352069,0.00004019822,0.00088751037,0.0031215856,0.00006325721,0.0010281967,0.00050636986,0.00017883019,0.0002483794,0.001222611,0.99246806,0.0001214999],"about_ca_topic_score_codex":0.0035838084,"about_ca_topic_score_gemma":0.0063340515,"teacher_disagreement_score":0.06919005,"about_ca_system_score_codex":0.005378746,"about_ca_system_score_gemma":0.01084004,"threshold_uncertainty_score":0.23146379},"labels":[],"label_agreement":null},{"id":"W4234382458","doi":"10.32920/ryerson.14654754.v1","title":"Towards Sustainability : Prioritizing Retrofit Options For Toronto's Single-Family Homes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Sciencetech (Canada); University of Toronto","funders":"","keywords":"Embodied energy; Ranking (information retrieval); Weighting; Sustainability; Estimator; Archetype; Stock (firearms); Environmental economics; Computer science; Architectural engineering; Engineering; Mathematics; Economics; Statistics; Artificial intelligence","score_opus":0.023386481978499834,"score_gpt":0.28095109113238687,"score_spread":0.257564609153887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234382458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406285,0.00054542546,0.04748842,0.000264096,0.0000116836845,0.0001725233,0.0005039877,0.00012316814,0.0102621345],"genre_scores_gemma":[0.97192264,0.00022096277,0.025710622,0.0000075190737,0.0000024475335,0.00002544315,0.00022402564,0.000016791768,0.0018695478],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.999385,0.00016927421,0.00002128081,0.000051780986,0.00028001107,0.00009263006],"domain_scores_gemma":[0.9995908,0.0001624242,0.000051621526,0.000021357131,0.00013908124,0.00003478208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010702295,0.0008125679,0.00042625298,0.0014414095,0.0005752751,0.001924178,0.00075112196,0.00025708706,0.0026848386],"category_scores_gemma":[0.0013884201,0.0002198561,0.0005064573,0.001446633,0.00045774053,0.0007065517,0.00056717725,0.0002587573,0.00013093537],"study_design_candidate":"observational","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":[0.00026018848,0.00010434283,0.06934892,0.00047174137,0.00015831087,0.00050383806,0.001053145,0.73688203,0.008119964,0.017203277,0.0014839083,0.16441047],"study_design_scores_gemma":[0.00004883768,0.0006291681,0.105689816,0.00020600353,0.00023007099,0.00021421348,0.009934992,0.8405354,0.017568551,0.011526898,0.013284079,0.00013195572],"about_ca_topic_score_codex":0.17879055,"about_ca_topic_score_gemma":0.48503092,"teacher_disagreement_score":0.82120943,"about_ca_system_score_codex":0.0059178756,"about_ca_system_score_gemma":0.003326294,"threshold_uncertainty_score":0.3554998},"labels":[],"label_agreement":null},{"id":"W4234520214","doi":"10.32920/ryerson.14656266.v1","title":"A study of key players in developing low carbon buildings/communities in Canada: a case study in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Key (lock); Business; Engineering; Computer science; Computer security","score_opus":0.0329575133518136,"score_gpt":0.24875059708367486,"score_spread":0.21579308373186126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234520214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152607,0.00015075036,0.0002572158,0.00054087455,0.0000045282573,0.00014979906,0.000081847276,0.0000044778153,0.0072843907],"genre_scores_gemma":[0.9922069,0.00044412818,0.00075371645,0.00014116512,0.0000023392618,0.000048177048,0.00006418728,0.0000066240696,0.006332675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99816185,0.00041475325,0.000049478695,0.00014227955,0.00043008977,0.0008015839],"domain_scores_gemma":[0.9976064,0.00051698746,0.00022863956,0.00005818225,0.00075724884,0.0008323885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015472407,0.00037333797,0.0003118621,0.001060409,0.01773797,0.002577733,0.0013009309,0.0009450386,0.0022287692],"category_scores_gemma":[0.0023378793,0.00040128973,0.00023673028,0.002575215,0.003984722,0.0009551503,0.001961531,0.0009785127,0.00017177271],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015415359,0.00041568078,0.12761563,0.00036909763,0.000022640586,0.00996808,0.8142964,0.0009997897,0.004575981,0.0063101817,0.0031093159,0.032163173],"study_design_scores_gemma":[0.000011563597,0.000110011475,0.08160261,0.000106186155,0.000015282285,0.00034299074,0.89459527,0.0005359926,0.00058201177,0.00017480561,0.021897135,0.000026179128],"about_ca_topic_score_codex":0.98960096,"about_ca_topic_score_gemma":0.9976851,"teacher_disagreement_score":0.075561754,"about_ca_system_score_codex":0.075561754,"about_ca_system_score_gemma":0.08641043,"threshold_uncertainty_score":0.5482415},"labels":[],"label_agreement":null},{"id":"W4234595365","doi":"10.32920/ryerson.14665998","title":"Least cost analysis for Canadian new housing : identifying the most cost-effective specifications to achieve improved energy efficiency standards","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Upgrade; Greenhouse gas; Efficient energy use; Tariff; Building envelope; Environmental economics; Profit (economics); Photovoltaic system; Engineering; Reliability engineering; Environmental science; Architectural engineering; Computer science; Business; Thermal; Economics; Electrical engineering","score_opus":0.03217646797211354,"score_gpt":0.2902991136573112,"score_spread":0.25812264568519766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234595365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5122325,0.0018217918,0.4179971,0.00066349935,0.000045305944,0.0014296005,0.0053849933,0.0005443032,0.059880916],"genre_scores_gemma":[0.7847115,0.00063039886,0.20465009,0.00010559788,0.000009794753,0.00038023698,0.0032411695,0.000116941825,0.006154238],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974953,0.00034651867,0.000066867186,0.00015994883,0.0015477644,0.00038368377],"domain_scores_gemma":[0.9985796,0.00037967935,0.0001367253,0.000052018695,0.0008129519,0.000038992763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024348302,0.0014219588,0.0008257606,0.0037659542,0.0011261925,0.0024388453,0.0012961143,0.0005706569,0.0030393838],"category_scores_gemma":[0.0051374296,0.00045223846,0.0014011908,0.002637163,0.00062874955,0.00082704215,0.00062564627,0.0006552054,0.00026768868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002223872,0.0001469252,0.02756104,0.00069642335,0.0001269811,0.000228605,0.00038215282,0.76918995,0.009771656,0.032691065,0.004902098,0.15408064],"study_design_scores_gemma":[0.00005414816,0.00035614285,0.04322392,0.00019130173,0.0001691534,0.00011907139,0.001244144,0.9151253,0.015497842,0.008138864,0.015751442,0.00012861568],"about_ca_topic_score_codex":0.6520424,"about_ca_topic_score_gemma":0.71377087,"teacher_disagreement_score":0.3479576,"about_ca_system_score_codex":0.022222018,"about_ca_system_score_gemma":0.020365538,"threshold_uncertainty_score":0.7000136},"labels":[],"label_agreement":null},{"id":"W4235221104","doi":"10.5539/jms.v7n4p161","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 7, No. 4","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Political science; Library science; Engineering ethics; Environmental ethics; Management; Business; Engineering; Computer science; Philosophy; Economics; Biology; Ecology","score_opus":0.012208404402871013,"score_gpt":0.2831420244702289,"score_spread":0.2709336200673579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235221104","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017080893,0.0025173316,0.0009916534,0.17655006,0.8161949,0.00038938696,0.00046254427,0.00032218447,0.0024010893],"genre_scores_gemma":[0.006595434,0.007865128,0.0036166443,0.25749266,0.6604423,0.0027160593,0.0013490538,0.0011120065,0.05881073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9594463,0.007477888,0.008283225,0.0026200674,0.02027951,0.001892982],"domain_scores_gemma":[0.25465694,0.027712248,0.012213039,0.0050424864,0.69156826,0.008807047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03117338,0.0025303015,0.004833411,0.0068329745,0.0044024554,0.0078371465,0.0044803764,0.01489734,0.06438444],"category_scores_gemma":[0.41296867,0.0013032996,0.0040413197,0.0027528915,0.0028448163,0.006455047,0.003896138,0.010853966,0.038311895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029465553,0.0000042749784,0.0001135571,0.00038524892,0.000008730168,0.000092594615,0.000051469568,0.000008851156,0.00005271165,0.0001374108,0.9954353,0.00368034],"study_design_scores_gemma":[0.00013223961,0.00004390787,0.0010205095,0.003263261,0.00007952023,0.0013231959,0.0005855276,0.00024904744,0.0003051964,0.0015799426,0.9912758,0.00014178405],"about_ca_topic_score_codex":0.0039497414,"about_ca_topic_score_gemma":0.007292533,"teacher_disagreement_score":0.06438444,"about_ca_system_score_codex":0.0051777572,"about_ca_system_score_gemma":0.010862232,"threshold_uncertainty_score":0.2153874},"labels":[],"label_agreement":null},{"id":"W4235425188","doi":"10.18280/ijsdp.160211","title":"Considerations in the Methodology for the Technical-Environmental Viability of Sanitary Landfills in Rural Communities. Northern Case of the Province of Santa Elena, Ecuador","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Municipal solid waste; Environmental planning; Rural sector; Rural area; Tourism; Restructuring; Environmental science; Environmental impact assessment; Civil engineering; Environmental engineering; Waste management; Geography; Engineering; Environmental protection; Environmental resource management; Business; Ecology; Political science; Archaeology","score_opus":0.02517904766678272,"score_gpt":0.2780067811252276,"score_spread":0.2528277334584449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235425188","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28476712,0.0011959518,0.69127107,0.00063574215,0.000033582775,0.0010990355,0.0006380034,0.00018926316,0.020170243],"genre_scores_gemma":[0.66050047,0.00040878655,0.3365042,0.000029885492,0.000007332631,0.00072216697,0.00022243438,0.0000222515,0.0015825869],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959489,0.0024405262,0.00031993657,0.00030040735,0.0008295133,0.00016067766],"domain_scores_gemma":[0.9940101,0.0033234823,0.0008240439,0.00024343481,0.0015011013,0.00009788605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069333143,0.00076447485,0.00042355334,0.005254832,0.001084467,0.003086527,0.0009660181,0.0004786505,0.0026565378],"category_scores_gemma":[0.013605436,0.00031005545,0.00069455366,0.0033432485,0.0011474818,0.0014925608,0.0014957408,0.00046877717,0.00020636678],"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":[0.00029184285,0.00032652478,0.13352914,0.002013112,0.00029707773,0.0023932175,0.00987814,0.116147704,0.01870255,0.16028298,0.001622521,0.55451524],"study_design_scores_gemma":[0.000088709035,0.0013744341,0.16056837,0.0020334022,0.0003544516,0.0028674528,0.08079668,0.44372022,0.042881858,0.18647887,0.078563176,0.0002724015],"about_ca_topic_score_codex":0.009520673,"about_ca_topic_score_gemma":0.018918732,"teacher_disagreement_score":0.009520673,"about_ca_system_score_codex":0.0025136864,"about_ca_system_score_gemma":0.0027197616,"threshold_uncertainty_score":0.036667347},"labels":[],"label_agreement":null},{"id":"W4235578165","doi":"10.2172/1159790","title":"ANSI/ASHRAE/IES Standard 90.1-2013 Determination of Energy Savings: Qualitative Analysis","year":2014,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"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":"Pacific Northwest National Laboratory; Coastal Response Research Center, University of New Hampshire; Petroleum Technology Alliance Canada; Illuminating Engineering Society; U.S. Department of Energy","keywords":"ASHRAE 90.1; Addendum; Qualitative analysis; Engineering; Physics; Qualitative research; Political science; Meteorology","score_opus":0.02074057430951315,"score_gpt":0.328374146254352,"score_spread":0.30763357194483887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235578165","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3268286,0.000811428,0.12948993,0.017598215,0.0008147713,0.022194436,0.021270175,0.0005124672,0.48048005],"genre_scores_gemma":[0.6390934,0.0029085618,0.18603775,0.0032824292,0.000094552706,0.028864974,0.011205136,0.00057355984,0.12793967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97408503,0.0075231832,0.0013326312,0.00067514536,0.0155221615,0.0008619266],"domain_scores_gemma":[0.9413385,0.01595064,0.0016121118,0.0015770547,0.038983636,0.0005381122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037965864,0.00044808318,0.0004214373,0.00398856,0.0022415803,0.0033579555,0.0011357584,0.00062624074,0.0064068167],"category_scores_gemma":[0.040915735,0.00031079416,0.0004231401,0.0042734947,0.0031872855,0.0021249752,0.002311366,0.0014996335,0.0020015074],"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":[0.00027484703,0.00067962357,0.021869136,0.0030080879,0.00003292672,0.00041592546,0.29253143,0.004342102,0.018857412,0.13425566,0.16414493,0.35958797],"study_design_scores_gemma":[0.000028872564,0.00025534097,0.026708825,0.002668998,0.00003312972,0.0002504721,0.49472678,0.0028920823,0.021773731,0.023660026,0.42681584,0.00018584683],"about_ca_topic_score_codex":0.017303972,"about_ca_topic_score_gemma":0.025955355,"teacher_disagreement_score":0.037965864,"about_ca_system_score_codex":0.01217291,"about_ca_system_score_gemma":0.021290472,"threshold_uncertainty_score":0.2007851},"labels":[],"label_agreement":null},{"id":"W4235673560","doi":"10.5539/jsd.v11n4p316","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 4","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Regional science; Sociology; Philosophy; Law","score_opus":0.014178622818589672,"score_gpt":0.2594370171488176,"score_spread":0.24525839433022795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235673560","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015806918,0.002469381,0.00094632205,0.1673758,0.8252049,0.00042861406,0.00047755658,0.00034602085,0.0025934393],"genre_scores_gemma":[0.005557471,0.007549739,0.0030803313,0.2184059,0.7053182,0.002487971,0.0011620459,0.0010060914,0.05543227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96353126,0.006606958,0.0074170344,0.0023847078,0.018356688,0.0017033565],"domain_scores_gemma":[0.2652852,0.029347382,0.013341809,0.004892358,0.67870194,0.008431357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0302493,0.0025343965,0.0047532935,0.00702758,0.0045460556,0.008383243,0.0044603753,0.014922399,0.06803232],"category_scores_gemma":[0.39267647,0.0013609106,0.0038197685,0.0028988353,0.0028820112,0.0064184708,0.0037905355,0.011169643,0.038109038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031352785,0.000004332632,0.00010008828,0.00038514982,0.00000807514,0.000083432984,0.00005117257,0.000008861195,0.000051529823,0.00012507598,0.99539524,0.003755688],"study_design_scores_gemma":[0.00012379355,0.00004129851,0.0008811647,0.0027744176,0.00006793367,0.001117147,0.00049253367,0.00021179154,0.00028533093,0.0012833783,0.99259514,0.00012611206],"about_ca_topic_score_codex":0.0036475738,"about_ca_topic_score_gemma":0.0061651515,"teacher_disagreement_score":0.06803232,"about_ca_system_score_codex":0.005147561,"about_ca_system_score_gemma":0.010012606,"threshold_uncertainty_score":0.2275908},"labels":[],"label_agreement":null},{"id":"W4235918151","doi":"10.32920/ryerson.14665641.v1","title":"Resilience in Suburban Toronto Suburban Renewal in the Face of Future Uncertainties","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urban resilience; Stock (firearms); Zoning; Resilience (materials science); Fragility; Face (sociological concept); Psychological resilience; Economic geography; Business; Environmental planning; Geography; Sociology; Urban planning; Engineering; Civil engineering; Social science","score_opus":0.01045993351376495,"score_gpt":0.24616013488253813,"score_spread":0.23570020136877318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235918151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8437755,0.0016909709,0.026371509,0.0056627817,0.00013638996,0.00009344045,0.00061443745,0.00012190256,0.12153298],"genre_scores_gemma":[0.9934934,0.00033817044,0.0009674069,0.00004033677,0.0000064189685,0.000013151978,0.000066477834,0.000009234891,0.0050653946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995171,0.00012777396,0.000011349987,0.000052718682,0.0001149177,0.00017626317],"domain_scores_gemma":[0.9994093,0.00010435252,0.00008879134,0.00006673302,0.00014074893,0.0001901201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056090293,0.00022858709,0.00021983891,0.0005537468,0.0020787902,0.0029296307,0.0007790067,0.00047574524,0.005180411],"category_scores_gemma":[0.0012863869,0.00015419566,0.00031359465,0.0008163071,0.0032919813,0.0013020416,0.003674193,0.0005116811,0.00028613245],"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":[0.00023033375,0.00004903693,0.05488811,0.00029772983,0.00008692,0.002674784,0.028225128,0.15394667,0.0026565008,0.6723734,0.014762379,0.069809],"study_design_scores_gemma":[0.000028185248,0.00021215482,0.13267335,0.0007529087,0.00013049341,0.0011435603,0.13530318,0.103920974,0.0031107268,0.24454094,0.37800658,0.00017693533],"about_ca_topic_score_codex":0.26825392,"about_ca_topic_score_gemma":0.5281407,"teacher_disagreement_score":0.7317461,"about_ca_system_score_codex":0.015536492,"about_ca_system_score_gemma":0.0060493564,"threshold_uncertainty_score":0.53338504},"labels":[],"label_agreement":null},{"id":"W4236590552","doi":"10.5539/jsd.v11n3p270","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 3","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Library science; Regional science; Computer science; Geography; Law","score_opus":0.014075768982263752,"score_gpt":0.2590700722379101,"score_spread":0.24499430325564636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236590552","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001574656,0.002572266,0.0010303439,0.16698681,0.82513136,0.00045069543,0.00048321375,0.00037706047,0.0028108424],"genre_scores_gemma":[0.00572264,0.007719507,0.0030900626,0.22456646,0.7015553,0.0024068689,0.0011280831,0.0010824384,0.052728623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9632355,0.0065038726,0.0073191463,0.0024396735,0.018789543,0.00171225],"domain_scores_gemma":[0.26542553,0.02838296,0.0133489575,0.004910159,0.67938626,0.008546095],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030218305,0.002485489,0.0046945075,0.006766696,0.004538453,0.008629239,0.004348313,0.014973907,0.067334175],"category_scores_gemma":[0.3824641,0.0013162042,0.0038885192,0.002956338,0.0028541163,0.006116676,0.0036608567,0.011297183,0.038575742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030253344,0.0000042323577,0.000096581454,0.00036418464,0.000007760126,0.00008331885,0.000052022493,0.000008583291,0.000051025534,0.0001269935,0.99539304,0.0037821156],"study_design_scores_gemma":[0.00011764501,0.000039119022,0.000866165,0.0027982276,0.000065153035,0.0011696896,0.00047367462,0.00021378734,0.0002856102,0.0012957721,0.9925524,0.00012288311],"about_ca_topic_score_codex":0.0036590328,"about_ca_topic_score_gemma":0.006122859,"teacher_disagreement_score":0.9697817,"about_ca_system_score_codex":0.0051082447,"about_ca_system_score_gemma":0.010166696,"threshold_uncertainty_score":0.22525525},"labels":[],"label_agreement":null},{"id":"W4236985953","doi":"10.32920/ryerson.14667156.v1","title":"Voluntary Energy Programs and the Evaluation of Factors Influencing Corporate Participation: A Case Study in the Commercial Sector","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Incentive; Business; Incentive program; Turnover; Investment (military); Return on investment; Marketing; Capital investment; Finance; Economics; Management; Production (economics)","score_opus":0.11530561773380758,"score_gpt":0.3252276063151167,"score_spread":0.20992198858130912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236985953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99802786,0.000030936742,0.00014807227,0.00014975813,0.0000024181275,0.00004190138,0.0000052619125,0.0000021158369,0.0015916772],"genre_scores_gemma":[0.9990588,0.000061462,0.00021961385,0.000032120333,0.0000031634406,0.00003187645,0.000008883536,0.000002265082,0.00058175315],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9926603,0.005338385,0.00014194242,0.0002353305,0.00057160645,0.0010524446],"domain_scores_gemma":[0.98499495,0.0094225565,0.0014806066,0.0005483194,0.0012069748,0.0023466735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074164667,0.00023229847,0.00022498777,0.0010083915,0.005854244,0.00275495,0.0008457703,0.0011998639,0.002137597],"category_scores_gemma":[0.01124454,0.0002500389,0.0002228955,0.0010461605,0.0018806634,0.0014118595,0.0023042841,0.0009560225,0.00018411485],"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":[0.00041254616,0.008839645,0.3892731,0.00025345504,0.000036947844,0.0064546433,0.5007289,0.00040648464,0.0028239533,0.0033664827,0.0012464204,0.08615739],"study_design_scores_gemma":[0.000027987286,0.0013278305,0.13732876,0.00008112767,0.000018725428,0.0011030891,0.85092634,0.00095797423,0.0012937431,0.0003991165,0.006504193,0.000031196923],"about_ca_topic_score_codex":0.01135212,"about_ca_topic_score_gemma":0.03204643,"teacher_disagreement_score":0.01135212,"about_ca_system_score_codex":0.003236691,"about_ca_system_score_gemma":0.0035857912,"threshold_uncertainty_score":0.03922254},"labels":[],"label_agreement":null},{"id":"W4237285769","doi":"10.5539/jsd.v13n1p111","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 13, No. 1","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Geography; Philosophy; Law","score_opus":0.01727044093276833,"score_gpt":0.25053638412789003,"score_spread":0.2332659431951217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237285769","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012486574,0.0023461701,0.0007951355,0.17810616,0.81408066,0.00040414062,0.0005250989,0.00033489865,0.0032828648],"genre_scores_gemma":[0.0042628935,0.007896773,0.0026395414,0.2314161,0.6871831,0.002134219,0.0013234945,0.00092900294,0.062214844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96664965,0.006059363,0.0059918,0.0022754446,0.017449893,0.0015737303],"domain_scores_gemma":[0.3055727,0.027932096,0.011455513,0.0043433076,0.6414107,0.009285634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028163975,0.0023267914,0.004227653,0.0063387775,0.004414506,0.008796724,0.004108913,0.015343822,0.078903705],"category_scores_gemma":[0.35791737,0.0012698197,0.0034611053,0.0026744301,0.0024846403,0.0058315424,0.00337767,0.010807993,0.04449915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023429266,0.0000038147045,0.00006789252,0.00026482064,0.000005347871,0.000047120033,0.000030664134,0.000006888467,0.000035969453,0.00009851754,0.99653196,0.0028835426],"study_design_scores_gemma":[0.00009699571,0.000037840673,0.0007633333,0.0021281617,0.00004891523,0.00073717686,0.00032476624,0.00016069015,0.0002183986,0.00098703,0.99439776,0.0000989502],"about_ca_topic_score_codex":0.003585963,"about_ca_topic_score_gemma":0.00667455,"teacher_disagreement_score":0.078903705,"about_ca_system_score_codex":0.00479496,"about_ca_system_score_gemma":0.010886702,"threshold_uncertainty_score":0.26395917},"labels":[],"label_agreement":null},{"id":"W4237751685","doi":"10.5383/swes.7.02.007","title":"Adaptation of an Early Design Stage Tool for Assessment of Sustainable Energy Systems (SES) in Large UAE Buildings","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Water and Environmental Systems","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy performance; Adaptation (eye); Architectural engineering; Stock (firearms); Sustainable design; Context (archaeology); Sustainable development; Process (computing); Computer science; Environmental resource management; Systems engineering; Engineering; Process management; Efficient energy use; Sustainability; Environmental science; Geography","score_opus":0.014384547952956319,"score_gpt":0.23841767814252543,"score_spread":0.2240331301895691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237751685","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011470755,0.000040725237,0.97432965,0.000073367744,0.000056768265,0.00039941215,0.00043040892,0.006409776,0.006789068],"genre_scores_gemma":[0.056630183,0.00008765499,0.9371511,0.00005589311,0.000015491898,0.00080333016,0.000620214,0.0010277483,0.003608359],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973018,0.00075097603,0.00021949814,0.0001532971,0.0014506578,0.00012376538],"domain_scores_gemma":[0.9929293,0.004074561,0.00033516024,0.0008776042,0.0016328542,0.00015052727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004066751,0.0014761996,0.0007341512,0.0021359113,0.0005690956,0.0020554378,0.0015584107,0.0013429634,0.008273124],"category_scores_gemma":[0.010016548,0.00088838465,0.0014534454,0.000989378,0.0006720482,0.0013871362,0.0016956959,0.0015459233,0.0018398322],"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":[0.00031074364,0.00058572995,0.0076145884,0.0011756204,0.00019975264,0.0006542133,0.0018918732,0.27886668,0.039484933,0.026377061,0.012027519,0.6308113],"study_design_scores_gemma":[0.0001482091,0.0005724704,0.004246375,0.00032285333,0.00012056464,0.0005295969,0.0004105706,0.82632375,0.040078826,0.0129376715,0.11410928,0.00019977141],"about_ca_topic_score_codex":0.0029294814,"about_ca_topic_score_gemma":0.0049695065,"teacher_disagreement_score":0.008273124,"about_ca_system_score_codex":0.0009780434,"about_ca_system_score_gemma":0.0015576072,"threshold_uncertainty_score":0.027676344},"labels":[],"label_agreement":null},{"id":"W4238410587","doi":"10.5539/jms.v7n2p166","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 7, No. 2","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Political science; Library science; Sociology; Computer science; Ecology; Biology","score_opus":0.011923127419040754,"score_gpt":0.282610986356091,"score_spread":0.2706878589370502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238410587","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001526252,0.0025894102,0.00094732764,0.1693064,0.8234244,0.0003804956,0.0004540421,0.00031860737,0.0024267596],"genre_scores_gemma":[0.005940074,0.0075134058,0.0032369734,0.25520316,0.66800076,0.0025712955,0.0012997536,0.001108812,0.055125777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95630246,0.008061571,0.008672148,0.002912388,0.022065261,0.0019861888],"domain_scores_gemma":[0.25061008,0.027746506,0.012065328,0.005226509,0.6954164,0.008935046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03241932,0.0026452208,0.0049667344,0.0070140334,0.0044558104,0.00841905,0.004405807,0.015300986,0.06501321],"category_scores_gemma":[0.41514704,0.0013518693,0.003984964,0.0028725988,0.0027924571,0.0067256014,0.0039702365,0.01114383,0.039205093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028007518,0.000004192601,0.00009946948,0.00037505865,0.000008241439,0.00008627516,0.00004941328,0.000008102084,0.000050157356,0.00012900635,0.9957628,0.0033992748],"study_design_scores_gemma":[0.00013440571,0.000043686232,0.0010012608,0.0033620405,0.000074181655,0.0013461898,0.0005562518,0.00024149136,0.00029175906,0.0014354817,0.9913756,0.00013755316],"about_ca_topic_score_codex":0.0037580726,"about_ca_topic_score_gemma":0.0070414892,"teacher_disagreement_score":0.06501321,"about_ca_system_score_codex":0.0050899135,"about_ca_system_score_gemma":0.010750767,"threshold_uncertainty_score":0.21749079},"labels":[],"label_agreement":null},{"id":"W4238809888","doi":"10.5539/jsd.v11n5p303","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 5","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Philosophy; Law","score_opus":0.014082650182613616,"score_gpt":0.2592033070405603,"score_spread":0.2451206568579467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238809888","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015147211,0.002559966,0.000953907,0.1652303,0.82714707,0.00042712592,0.0004752767,0.0003485108,0.0027063384],"genre_scores_gemma":[0.005659372,0.0074790926,0.0029521063,0.22086851,0.7057104,0.0022370936,0.0011618979,0.00095761416,0.052973937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9611906,0.0068937344,0.0079041775,0.002563078,0.019687625,0.001760889],"domain_scores_gemma":[0.2691135,0.028586868,0.013716596,0.0047688554,0.6752562,0.008557947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030503202,0.002461015,0.0045838794,0.0069647487,0.004419786,0.008673809,0.004349748,0.015158216,0.06980932],"category_scores_gemma":[0.3884278,0.0013150283,0.003843181,0.0028657548,0.0027600888,0.0062619247,0.0036943427,0.010984523,0.03912577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003076298,0.00000437064,0.00010017303,0.00038425685,0.00000816378,0.00008179994,0.000051562387,0.00000856628,0.0000491894,0.00012726254,0.99529606,0.00385775],"study_design_scores_gemma":[0.000116945565,0.000041604642,0.00091288565,0.0029568893,0.000066810666,0.001100253,0.00048069557,0.00020818319,0.00027367566,0.0011740379,0.992546,0.00012201596],"about_ca_topic_score_codex":0.003560275,"about_ca_topic_score_gemma":0.0061023696,"teacher_disagreement_score":0.06980932,"about_ca_system_score_codex":0.0051091462,"about_ca_system_score_gemma":0.009705217,"threshold_uncertainty_score":0.23353541},"labels":[],"label_agreement":null},{"id":"W4239212804","doi":"10.1088/1757-899x/1036/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Sustainable Building Design and Assessment","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":"Sustainable development; Political science; Sustainability; Agency (philosophy); Environmental planning; Business; Public administration; Engineering; Sociology; Geography; Law; Social science","score_opus":0.01224828094440452,"score_gpt":0.21528485871920086,"score_spread":0.20303657777479633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239212804","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009901633,0.007350579,0.0049125236,0.03279529,0.14463517,0.0008890465,0.01704554,0.002561481,0.78882027],"genre_scores_gemma":[0.0042952597,0.0040747933,0.0025261983,0.007209266,0.019534374,0.0005655874,0.013422144,0.0013609849,0.94701153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984578,0.00019949935,0.00012620747,0.00027236337,0.000786772,0.00015737931],"domain_scores_gemma":[0.9939319,0.0008522959,0.00024101541,0.00051033107,0.0035428237,0.0009216685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017496378,0.001265117,0.0010241806,0.002574469,0.0033309904,0.005033646,0.0019238045,0.0022014554,0.6673825],"category_scores_gemma":[0.012286091,0.00041133782,0.0007954828,0.00225103,0.0007416341,0.004538481,0.0029218448,0.0040615336,0.5104235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012898212,0.000010163603,0.000038930175,0.000073003896,9.798839e-7,0.000025712485,0.00005438476,0.000018843435,0.00006145886,0.0018454731,0.97709876,0.020759312],"study_design_scores_gemma":[0.0000027810884,0.0000108964305,0.0001392128,0.00009011935,7.5025935e-7,0.000039523264,0.00007549749,0.000012509141,0.000031964875,0.0007779275,0.99881554,0.0000033779206],"about_ca_topic_score_codex":0.003765793,"about_ca_topic_score_gemma":0.0036386063,"teacher_disagreement_score":0.33261752,"about_ca_system_score_codex":0.0022327641,"about_ca_system_score_gemma":0.0027751576,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4239754501","doi":"10.24108/preprints-3111983","title":"Renovation of residential areas for benefit of builders, state and citizens","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Demolition; Business; Residence; Quarter (Canadian coin); Stock (firearms); Profit (economics); Modernization theory; Order (exchange); Environmental planning; Architectural engineering; Finance; Engineering; Civil engineering; Economic growth; Geography; Economics","score_opus":0.01970891946056672,"score_gpt":0.2540108861327908,"score_spread":0.2343019666722241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239754501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54806536,0.007005224,0.3140186,0.0069582695,0.00052925624,0.00083879376,0.0003707025,0.00064390455,0.12156989],"genre_scores_gemma":[0.9211302,0.0025302488,0.044294704,0.00018224725,0.00009891069,0.00030040188,0.00018409436,0.00016135453,0.031117981],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959623,0.0023239744,0.00012795751,0.00046032338,0.0006421777,0.00048324242],"domain_scores_gemma":[0.9967974,0.0009754901,0.00050952926,0.00097570545,0.00044347768,0.00029843164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039698766,0.00050832366,0.0005093992,0.00083692325,0.001687737,0.0027985733,0.0018751232,0.0012173228,0.0057835225],"category_scores_gemma":[0.00545762,0.00035632614,0.000529842,0.00120066,0.0018531528,0.004074222,0.004756529,0.001145503,0.00091820274],"study_design_candidate":"theoretical_or_conceptual","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":[0.00033607014,0.00046874903,0.02020582,0.00081864867,0.00010462416,0.0024915747,0.0058055064,0.039332237,0.0046898806,0.33954084,0.011492277,0.57471377],"study_design_scores_gemma":[0.00011669159,0.001471869,0.05161112,0.0013786966,0.00021031086,0.006446867,0.0401507,0.076633975,0.014184275,0.19615892,0.61143696,0.00019970616],"about_ca_topic_score_codex":0.0013421898,"about_ca_topic_score_gemma":0.0023895942,"teacher_disagreement_score":0.0057835225,"about_ca_system_score_codex":0.000931826,"about_ca_system_score_gemma":0.0026757354,"threshold_uncertainty_score":0.020994961},"labels":[],"label_agreement":null},{"id":"W4240328565","doi":"10.5539/jsd.v10n4p155","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 4","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Library science; Environmental ethics; Geography; Philosophy; Computer science; Law","score_opus":0.017930507020328453,"score_gpt":0.270782748072977,"score_spread":0.25285224105264853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240328565","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015782584,0.0025725765,0.00090910366,0.18055671,0.81200975,0.0004446474,0.0005198326,0.0003346023,0.002494937],"genre_scores_gemma":[0.0054338067,0.0077720555,0.0029279531,0.23707016,0.69101554,0.0025796576,0.0011586085,0.0009553949,0.051086795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9637086,0.0066359774,0.0074666743,0.0023372446,0.018118886,0.0017326408],"domain_scores_gemma":[0.27409032,0.0293597,0.013932857,0.00489845,0.6691102,0.008608487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.030420214,0.0025631313,0.004921527,0.0068327314,0.0044616037,0.008452035,0.0045298315,0.01575657,0.06492467],"category_scores_gemma":[0.39231876,0.0013942783,0.0040139994,0.0028754456,0.0029747256,0.006301175,0.0038341659,0.011468121,0.037618525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031292082,0.000004207211,0.00010199898,0.00038693091,0.000008343421,0.00008064145,0.00004590015,0.000008807048,0.00004784961,0.000117725685,0.99572456,0.0034416942],"study_design_scores_gemma":[0.00013801541,0.000041545078,0.00091386365,0.0030450416,0.000074639494,0.0011677765,0.000496092,0.00022719616,0.000295521,0.001339207,0.9921293,0.00013167073],"about_ca_topic_score_codex":0.0038343973,"about_ca_topic_score_gemma":0.006521112,"teacher_disagreement_score":0.93507534,"about_ca_system_score_codex":0.0053311484,"about_ca_system_score_gemma":0.010649953,"threshold_uncertainty_score":0.21719468},"labels":[],"label_agreement":null},{"id":"W4240916381","doi":"10.32920/ryerson.14662149","title":"Utility Benchmarking And Potential Savings of Multi-Unit Residential Buildings (MURBs) In Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto Public Health","funders":"Mitacs","keywords":"Benchmarking; Unit (ring theory); Ranking (information retrieval); Energy consumption; Environmental economics; Efficient energy use; Range (aeronautics); Energy performance; Environmental science; Civil engineering; Business; Architectural engineering; Engineering; Computer science; Economics; Mathematics","score_opus":0.014973881188656453,"score_gpt":0.2676809813540876,"score_spread":0.25270710016543113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240916381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241734,0.00018367634,0.0005493901,0.000073861534,0.0000026314285,0.000011567392,0.0014945331,0.000029769873,0.0052373097],"genre_scores_gemma":[0.99857795,0.00004427398,0.00015044837,0.0000016197343,3.6779542e-7,0.0000023759492,0.0003054421,0.000002682152,0.0009147643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996244,0.00008934591,0.000017119812,0.000040874842,0.000115435876,0.000112698915],"domain_scores_gemma":[0.9996062,0.0000614128,0.000068655674,0.000029050214,0.00016963249,0.00006507426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025729233,0.00021139864,0.0001647764,0.0006902882,0.00048102986,0.00063426694,0.0003120947,0.00015418582,0.0027149932],"category_scores_gemma":[0.0012120324,0.000098503035,0.00016591519,0.002266414,0.00027896027,0.000338648,0.00056795194,0.00016720941,0.00016762094],"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":[0.0008817451,0.00014578925,0.65921396,0.00030137363,0.00014387463,0.001304159,0.0039023622,0.1896466,0.006073739,0.01523921,0.0071319966,0.116015114],"study_design_scores_gemma":[0.00000792956,0.00009529707,0.9487053,0.000028258444,0.000023381806,0.000102242135,0.00474951,0.038860295,0.0019565132,0.00046670903,0.0049842177,0.000020267751],"about_ca_topic_score_codex":0.80071217,"about_ca_topic_score_gemma":0.92080396,"teacher_disagreement_score":0.19928783,"about_ca_system_score_codex":0.012327917,"about_ca_system_score_gemma":0.0018125604,"threshold_uncertainty_score":0.4009229},"labels":[],"label_agreement":null},{"id":"W4241351584","doi":"10.5539/jsd.v10n2p261","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 2","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Library science; Environmental ethics; Regional science; Geography; Philosophy; Computer science; Law","score_opus":0.017519212297071807,"score_gpt":0.2702647750569912,"score_spread":0.2527455627599194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241351584","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014094084,0.002651971,0.0008616765,0.1741622,0.8183727,0.00043065753,0.00051296793,0.00032754638,0.002539247],"genre_scores_gemma":[0.004881337,0.007484702,0.0025996568,0.23617354,0.6959568,0.0024180596,0.001133297,0.0009542835,0.048398245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96137935,0.0070620584,0.0077261995,0.00257497,0.019445853,0.0018114178],"domain_scores_gemma":[0.27295998,0.02957169,0.013786038,0.0050678747,0.66979104,0.008823354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031222353,0.0026617202,0.005037583,0.0070156013,0.004535154,0.009030613,0.004456386,0.016134014,0.06607026],"category_scores_gemma":[0.39404595,0.0014409614,0.003951787,0.0029927776,0.0029142392,0.006593387,0.0039117066,0.01178897,0.038841713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029465979,0.0000041178782,0.000089498346,0.0003732188,0.000007796702,0.000075203476,0.000043581673,0.0000079864985,0.000045109977,0.000109396,0.99607545,0.0031390507],"study_design_scores_gemma":[0.0001377539,0.000041299343,0.00090434274,0.0031219914,0.00006926834,0.0011950998,0.00047562915,0.0002165857,0.0002820086,0.0012215849,0.9922063,0.00012807312],"about_ca_topic_score_codex":0.003661269,"about_ca_topic_score_gemma":0.006322751,"teacher_disagreement_score":0.06607026,"about_ca_system_score_codex":0.0052071917,"about_ca_system_score_gemma":0.010588473,"threshold_uncertainty_score":0.22102702},"labels":[],"label_agreement":null},{"id":"W4241527799","doi":"10.5539/jms.v8n3p96","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 8, No. 3","year":2018,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Library science; Political science; Management; Engineering ethics; Engineering; Computer science; Economics; Ecology; Biology","score_opus":0.009844448935473541,"score_gpt":0.2718411016307274,"score_spread":0.26199665269525385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241527799","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016451211,0.0024717506,0.0010950542,0.16591427,0.82673085,0.0003994849,0.00043049097,0.00036063962,0.002432977],"genre_scores_gemma":[0.006739511,0.0075659514,0.003881923,0.25232476,0.66857195,0.002690048,0.0012346107,0.0012204417,0.05577089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95848465,0.007532791,0.008393691,0.0028093045,0.020913435,0.0018661267],"domain_scores_gemma":[0.24717781,0.028529396,0.012759362,0.0053216666,0.69733995,0.008871797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032152396,0.002504429,0.00478641,0.0067663467,0.0045024175,0.008019661,0.004394591,0.014715507,0.06401268],"category_scores_gemma":[0.4091102,0.0012858161,0.003978283,0.0028637187,0.00287162,0.0063849194,0.0037092415,0.010961516,0.037550945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029972709,0.0000043095733,0.00010673038,0.00038019958,0.0000083511395,0.000095661635,0.000058566864,0.0000086496175,0.000057254594,0.00013965688,0.9951698,0.0039407066],"study_design_scores_gemma":[0.000126995,0.00004115236,0.0010020207,0.003058435,0.000073294745,0.0013351263,0.00055281975,0.0002508891,0.00029960158,0.0015627043,0.99156076,0.00013615],"about_ca_topic_score_codex":0.0038229143,"about_ca_topic_score_gemma":0.007086675,"teacher_disagreement_score":0.06401268,"about_ca_system_score_codex":0.00506362,"about_ca_system_score_gemma":0.010398741,"threshold_uncertainty_score":0.21414375},"labels":[],"label_agreement":null},{"id":"W4242005562","doi":"10.32920/ryerson.14657265","title":"The cost of building for the future: the reconciliation of sustainable housing issues in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bureaucracy; Government (linguistics); Context (archaeology); Public administration; Public housing; Sustainable community; Green building; Business; Environmental planning; Sustainable development; Political science; Economic growth; Engineering; Architectural engineering; Politics; Geography; Economics; Law","score_opus":0.01240049551851982,"score_gpt":0.2849273314702501,"score_spread":0.27252683595173033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242005562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8151551,0.008719371,0.0029570605,0.020772321,0.00017932529,0.00006293457,0.00034922909,0.000046768328,0.15175803],"genre_scores_gemma":[0.98767704,0.0018911526,0.0009401968,0.00013886829,0.000012533248,0.000011762709,0.000055164917,0.000013516604,0.009259824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99854845,0.00046019506,0.000045314053,0.00007566765,0.0004899461,0.00038033808],"domain_scores_gemma":[0.99874413,0.00034398222,0.000157022,0.000063737236,0.00038918917,0.00030186877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010180013,0.0002273449,0.00018326905,0.00089022034,0.008539364,0.0054914826,0.0009148917,0.000802235,0.0037791727],"category_scores_gemma":[0.0022995654,0.00021500414,0.00021121529,0.0028676698,0.0038582084,0.0021850648,0.0026812726,0.00077191164,0.00015385097],"study_design_candidate":"qualitative","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":[0.00021848339,0.0000823484,0.08249966,0.0009595729,0.00011131202,0.0071883937,0.29029015,0.017238446,0.003063382,0.39689305,0.04504843,0.15640672],"study_design_scores_gemma":[0.000012761622,0.000077682795,0.1361579,0.00044488968,0.000101228616,0.00065872195,0.50450826,0.004912739,0.0019290711,0.016044917,0.3350615,0.000090273265],"about_ca_topic_score_codex":0.9258939,"about_ca_topic_score_gemma":0.98059183,"teacher_disagreement_score":0.08098409,"about_ca_system_score_codex":0.08098409,"about_ca_system_score_gemma":0.038475133,"threshold_uncertainty_score":0.5875835},"labels":[],"label_agreement":null},{"id":"W4242046804","doi":"10.32920/ryerson.14660499","title":"Achieving an 80% reduction in Ontario residential heating energy consumption by 2030: a tiered framework and preliminary implementation strategy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Baseline (sea); Environmental economics; Energy consumption; Consumption (sociology); Work (physics); Sample (material); Efficient energy use; Payback period; Reduction (mathematics); Business; Operations management; Production (economics); Engineering; Economics","score_opus":0.02140187938879261,"score_gpt":0.2912917050907816,"score_spread":0.269889825701989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242046804","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45334923,0.0019021478,0.22808912,0.02292217,0.00017063323,0.02168413,0.0096717365,0.0022055306,0.26000527],"genre_scores_gemma":[0.6218604,0.00086070143,0.3386607,0.0013434263,0.000019684006,0.005613418,0.0026675467,0.00010892951,0.028865233],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.992841,0.0019528469,0.00032599573,0.00053052325,0.0030622594,0.0012874422],"domain_scores_gemma":[0.9957432,0.0006917141,0.00027724044,0.0002481823,0.0025695532,0.00047008911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011026438,0.0009618372,0.00045135428,0.0014892955,0.0016509254,0.003907432,0.0019032367,0.0014124883,0.0045299213],"category_scores_gemma":[0.005613586,0.0005657379,0.0010714771,0.0013581811,0.0012271625,0.0016562839,0.0021787498,0.0010186324,0.0007128729],"study_design_candidate":"theoretical_or_conceptual","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":[0.00092096435,0.0028036216,0.03897597,0.0027465483,0.00023781923,0.0010630686,0.008392117,0.18731898,0.050667115,0.28768697,0.047055624,0.37213114],"study_design_scores_gemma":[0.000866868,0.0065640123,0.2251741,0.0019536356,0.000484934,0.000552317,0.015883172,0.27677047,0.044566516,0.08914589,0.33708963,0.0009484832],"about_ca_topic_score_codex":0.46030048,"about_ca_topic_score_gemma":0.54134494,"teacher_disagreement_score":0.53969955,"about_ca_system_score_codex":0.03241091,"about_ca_system_score_gemma":0.07023005,"threshold_uncertainty_score":0.91524243},"labels":[],"label_agreement":null},{"id":"W4242098980","doi":"10.32920/ryerson.14648610","title":"Identifying Barriers to Reducing Ontario’s Construction Waste Through Reclamation, Reuse, and Recycling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Demolition; Reuse; Land reclamation; Construction waste; Demolition waste; Waste management; Incineration; Business; Environmental planning; Engineering; Civil engineering; Environmental science","score_opus":0.021892153774724882,"score_gpt":0.2614859157728509,"score_spread":0.23959376199812601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242098980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98936325,0.0001340624,0.0003989343,0.0005368747,0.0000033890904,0.00009473235,0.00019229027,0.000010504516,0.009265939],"genre_scores_gemma":[0.99021405,0.0004163473,0.001921907,0.000093187125,0.000001843058,0.00006650581,0.00017770064,0.000006958973,0.007101416],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99843425,0.00017091156,0.00005052777,0.000084161285,0.0007137644,0.0005462792],"domain_scores_gemma":[0.9970392,0.0006252141,0.00046664767,0.00009211803,0.0013751732,0.00040165082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010903515,0.00021313004,0.00029134811,0.00082421355,0.003792034,0.0020699499,0.00067809905,0.00038546327,0.0027107205],"category_scores_gemma":[0.0044314717,0.00032278683,0.00027324815,0.0016593585,0.0010449671,0.0006011211,0.0010508167,0.00044690777,0.00020388563],"study_design_candidate":"qualitative","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":[0.00040494517,0.00037069598,0.79915524,0.00078660034,0.000058193793,0.00064515584,0.060306918,0.0026264521,0.010371234,0.0057883454,0.005863213,0.113623016],"study_design_scores_gemma":[0.000032431388,0.0002291121,0.85857517,0.00021318419,0.00007026503,0.00008212026,0.10064378,0.0028065757,0.0030256722,0.0005484904,0.033718653,0.00005470253],"about_ca_topic_score_codex":0.97230196,"about_ca_topic_score_gemma":0.9928732,"teacher_disagreement_score":0.0315043,"about_ca_system_score_codex":0.0315043,"about_ca_system_score_gemma":0.08025629,"threshold_uncertainty_score":0.22858077},"labels":[],"label_agreement":null},{"id":"W4242191440","doi":"10.32920/ryerson.14645958","title":"Evaluating Performance of Southern Ontario Buildings Using Submetering data and Whole Building Modeling Results","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; McGill University","funders":"","keywords":"Occupancy; Energy performance; Energy consumption; Post-occupancy evaluation; Value (mathematics); Computer science; Process (computing); Architectural engineering; Energy (signal processing); Building design; Order (exchange); Civil engineering; Engineering; Business; Statistics; Mathematics; Machine learning","score_opus":0.11849821232888809,"score_gpt":0.32712551597824785,"score_spread":0.20862730364935977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242191440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943666,0.000029295968,0.00074137363,0.000021424643,0.0000012793963,0.000012348957,0.0014232391,0.00006822485,0.0033361306],"genre_scores_gemma":[0.9967206,0.000031264117,0.000729626,0.000002188048,5.247916e-7,0.000008575808,0.0015595049,0.000021027017,0.000926667],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994906,0.00007388556,0.00001939283,0.000086101165,0.00026004837,0.000069847316],"domain_scores_gemma":[0.99925965,0.00021431338,0.00006352334,0.00010388197,0.00029537617,0.00006328087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000602434,0.00059122243,0.00040845212,0.00051739573,0.00055620255,0.0008158712,0.00046325027,0.00028731363,0.0021531517],"category_scores_gemma":[0.0013907803,0.00022860126,0.00031034884,0.0012113808,0.0003678088,0.00043900663,0.00036942444,0.0001929444,0.0005961356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010628657,0.00027186054,0.3591569,0.00023711032,0.0001250887,0.00026788536,0.0018442096,0.54236895,0.017214462,0.001449338,0.00196455,0.074036844],"study_design_scores_gemma":[0.000033062854,0.00036324168,0.5799183,0.000023848279,0.00005302095,0.000039284725,0.0018106068,0.40148145,0.010966407,0.00036659124,0.0048633865,0.00008066284],"about_ca_topic_score_codex":0.7122073,"about_ca_topic_score_gemma":0.8542682,"teacher_disagreement_score":0.28779268,"about_ca_system_score_codex":0.005966219,"about_ca_system_score_gemma":0.0017833785,"threshold_uncertainty_score":0.5789751},"labels":[],"label_agreement":null},{"id":"W4242495840","doi":"10.32920/14643918.v1","title":"Passive design strategies for medium-format retail buildings in Toronto toward NZEUsing Ecotect® Analysis 2011, with a case-study of a retail building in Toronto, ON","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Computer science; Efficient energy use; Engineering","score_opus":0.033367307124641296,"score_gpt":0.2878655024398231,"score_spread":0.2544981953151818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242495840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93773574,0.0006306063,0.016792819,0.00051647716,0.000015660285,0.00029156398,0.00046388945,0.00012398619,0.043429133],"genre_scores_gemma":[0.98380524,0.00027596048,0.007933243,0.000016904176,0.0000015268117,0.00004891376,0.0001922024,0.000019566578,0.007706558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919325,0.0002614474,0.000032003783,0.00009473458,0.00025458555,0.00016397527],"domain_scores_gemma":[0.9994318,0.00014155023,0.00005640131,0.00005934235,0.0002201791,0.00009081964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083763973,0.00063717033,0.00016477577,0.00064712093,0.0018739143,0.0024361184,0.0011389604,0.0005837821,0.0035738016],"category_scores_gemma":[0.001178245,0.0002984466,0.0004660955,0.0011668286,0.0016141958,0.00086832844,0.0010407666,0.00035849816,0.00029736874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014154821,0.00086010917,0.15651338,0.0025891843,0.00022220874,0.008387489,0.08231344,0.2839203,0.056606032,0.113306195,0.011740916,0.2821252],"study_design_scores_gemma":[0.00022067798,0.0022789997,0.30160448,0.000898935,0.00062410894,0.0014091484,0.2269617,0.12534723,0.045625024,0.011738666,0.2829296,0.00036142365],"about_ca_topic_score_codex":0.51334226,"about_ca_topic_score_gemma":0.8290091,"teacher_disagreement_score":0.48665774,"about_ca_system_score_codex":0.025874244,"about_ca_system_score_gemma":0.008529917,"threshold_uncertainty_score":0.97904754},"labels":[],"label_agreement":null},{"id":"W4242605010","doi":"10.5539/jsd.v10n1p170","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 1","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Regional science; Library science; Sociology; Philosophy; Computer science; Law","score_opus":0.018093800839443713,"score_gpt":0.2707770278851959,"score_spread":0.2526832270457522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242605010","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014648619,0.0029419917,0.0008501799,0.19329251,0.79887897,0.00044991096,0.0005711582,0.0003224939,0.0025462233],"genre_scores_gemma":[0.0050762044,0.00853134,0.0028043464,0.24630459,0.6861944,0.0025805794,0.0012720258,0.0009858583,0.04625064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95783764,0.008083004,0.008645496,0.0028333059,0.020645795,0.0019547245],"domain_scores_gemma":[0.24652642,0.033297762,0.015128062,0.0051869904,0.6910506,0.0088102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034735024,0.0025277259,0.0051124142,0.0074585113,0.0047986545,0.009106814,0.0045258445,0.01577574,0.06627269],"category_scores_gemma":[0.42998868,0.001437765,0.0039439737,0.0032033937,0.0029753593,0.006697703,0.004013626,0.011957154,0.03899492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029754076,0.0000042551114,0.00009745906,0.00041631874,0.000007878687,0.00006872316,0.000050877283,0.000008134459,0.00004181425,0.00011836331,0.9957919,0.0033644482],"study_design_scores_gemma":[0.00012775167,0.000040392257,0.00092676317,0.0034684504,0.00007004013,0.0010707013,0.00051471504,0.00019350342,0.00025724524,0.0012759406,0.991926,0.00012851786],"about_ca_topic_score_codex":0.0037962077,"about_ca_topic_score_gemma":0.0068100565,"teacher_disagreement_score":0.06627269,"about_ca_system_score_codex":0.0056061726,"about_ca_system_score_gemma":0.01173508,"threshold_uncertainty_score":0.22170424},"labels":[],"label_agreement":null},{"id":"W4242904936","doi":"10.32920/ryerson.14663532","title":"An investigation of corporate responsibility &amp; sustainability goals in the Canadian commercial real estate and construction sector","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Sustainability; Real estate; Business; Order (exchange); Resource (disambiguation); Environmental economics; Corporate social responsibility; Qualitative research; Accounting; Finance; Economics; Public relations; Political science; Ecology","score_opus":0.034271251503616484,"score_gpt":0.277275725256372,"score_spread":0.24300447375275552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242904936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94957113,0.00024325502,0.00046354652,0.0016213306,0.000013277797,0.00009876678,0.0002598161,0.000008233332,0.04772074],"genre_scores_gemma":[0.9952121,0.00023238266,0.0004254912,0.00014316679,0.0000017723,0.000023091829,0.00009973354,0.0000054489415,0.0038567826],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958729,0.00055703614,0.00008497591,0.0002813475,0.0018647745,0.0013388981],"domain_scores_gemma":[0.9923367,0.0014461922,0.00081643136,0.00024100914,0.0037650734,0.0013945021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036905115,0.00023121481,0.00021236004,0.0024352982,0.0097654695,0.0059441957,0.0010262585,0.0006011414,0.0032237037],"category_scores_gemma":[0.007834503,0.00025482924,0.00019778796,0.005351882,0.004481225,0.0016957443,0.0027034765,0.0010450304,0.0001875825],"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":[0.00013306827,0.00021633189,0.31286806,0.00037189532,0.00002722909,0.0012090605,0.50733924,0.0011386671,0.0029011157,0.06897082,0.012666302,0.092158295],"study_design_scores_gemma":[0.000005128707,0.0000311155,0.2525274,0.00012857841,0.000009757212,0.00008292025,0.694211,0.00090098265,0.0005845647,0.0012871687,0.050192703,0.000038639646],"about_ca_topic_score_codex":0.9837113,"about_ca_topic_score_gemma":0.993166,"teacher_disagreement_score":0.08837346,"about_ca_system_score_codex":0.08837346,"about_ca_system_score_gemma":0.1445087,"threshold_uncertainty_score":0.6411973},"labels":[],"label_agreement":null},{"id":"W4243046299","doi":"10.29173/mocs194","title":"Assessment of User Comfort Aspects of Industrialized Building Systems using PROMETHEE and Delphi","year":2015,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Pairwise comparison; Delphi; Process (computing); Point (geometry); Computer science; Analytic hierarchy process; Rank (graph theory); Delphi method; Architectural engineering; Quality (philosophy); Risk analysis (engineering); Construction engineering; Systems engineering; Engineering; Operations research; Artificial intelligence; Mathematics","score_opus":0.028969184804208657,"score_gpt":0.266226443420257,"score_spread":0.23725725861604832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243046299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8677893,0.00047466083,0.10193665,0.0007695617,0.000039743318,0.0037720772,0.00010653882,0.000073980285,0.025037417],"genre_scores_gemma":[0.91208667,0.00043960914,0.08233692,0.00015992783,0.000015769641,0.0023692267,0.00007530266,0.000016074584,0.0025005797],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.930837,0.05689835,0.0024779208,0.0012540797,0.0065230285,0.0020095448],"domain_scores_gemma":[0.9725044,0.021103945,0.0011972111,0.0010381873,0.0036841058,0.00047217976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.043560136,0.0010421412,0.00056134927,0.0034358255,0.0031748218,0.002915538,0.0011731376,0.0009513044,0.0028082535],"category_scores_gemma":[0.032579627,0.0006860064,0.0006813837,0.002026332,0.0023585528,0.0024292888,0.0050654984,0.00094650744,0.00031145205],"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":[0.0013912941,0.0012744537,0.04194727,0.0038290462,0.00022101786,0.0012983432,0.48668918,0.016281122,0.03512651,0.038274772,0.0025046053,0.37116227],"study_design_scores_gemma":[0.00024068367,0.009268808,0.104081154,0.0025161556,0.0002182521,0.0027388094,0.6646165,0.05703792,0.0408147,0.045299083,0.07236642,0.0008014235],"about_ca_topic_score_codex":0.0014091027,"about_ca_topic_score_gemma":0.0024702074,"teacher_disagreement_score":0.043560136,"about_ca_system_score_codex":0.002953339,"about_ca_system_score_gemma":0.0036405534,"threshold_uncertainty_score":0.23037076},"labels":[],"label_agreement":null},{"id":"W4243155457","doi":"10.2172/978549","title":"Country Report on Building Energy Codes in Canada","year":2009,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"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":"Pacific Northwest National Laboratory; Battelle","keywords":"HVAC; Architectural engineering; China; General partnership; Building envelope; Building code; Efficient energy use; Business; Geography; Civil engineering; Engineering; Meteorology; Finance; Mechanical engineering","score_opus":0.010676787345102155,"score_gpt":0.2439099001737802,"score_spread":0.23323311282867804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243155457","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014915055,0.011143637,0.002372386,0.0061803255,0.0015753022,0.0006768994,0.3598551,0.0010785048,0.6022028],"genre_scores_gemma":[0.0701634,0.034583926,0.013399666,0.0026432627,0.00018528572,0.00061406265,0.3069874,0.00065177336,0.5707712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99381304,0.0001147418,0.00021776598,0.0001952913,0.004976054,0.0006831063],"domain_scores_gemma":[0.9890934,0.00022287286,0.00021545471,0.00013480226,0.00990284,0.00043070258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015912253,0.0010861797,0.0004865032,0.008260008,0.0038208393,0.0034515958,0.0015443049,0.00084176916,0.015513337],"category_scores_gemma":[0.003668146,0.0005375676,0.0007891114,0.015652008,0.0004742217,0.00087692996,0.0010814179,0.0015530718,0.004998837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008282143,0.00009984134,0.011351419,0.0005380515,0.000049739207,0.0002946941,0.0004088403,0.0023585332,0.0007801958,0.016640905,0.90039295,0.06700201],"study_design_scores_gemma":[0.00000872647,0.000009591513,0.02233945,0.0002211217,0.000026291815,0.000060579423,0.00043450788,0.00032602312,0.0010318223,0.00031946125,0.97517484,0.00004761123],"about_ca_topic_score_codex":0.9934829,"about_ca_topic_score_gemma":0.9941248,"teacher_disagreement_score":0.053371128,"about_ca_system_score_codex":0.053371128,"about_ca_system_score_gemma":0.19600457,"threshold_uncertainty_score":0.38723648},"labels":[],"label_agreement":null},{"id":"W4243324822","doi":"10.32920/ryerson.14650119","title":"Least Cost Analysis of Energy Efficiency Upgrades for Ontario Using TRNSYS","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Life-cycle cost analysis; Upgrade; TRNSYS; Energy consumption; Net present value; Demolition; Environmental science; Commodity; Engineering; Reliability engineering; Energy (signal processing); Computer science; Civil engineering; Business; Economics; Production (economics); Mathematics; Electrical engineering","score_opus":0.030162760661892406,"score_gpt":0.27008686260768966,"score_spread":0.23992410194579725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243324822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7084929,0.0003707757,0.2746705,0.00012650814,0.000017342634,0.00018793224,0.0017336252,0.0006370156,0.013763541],"genre_scores_gemma":[0.87630963,0.00012805918,0.11851395,0.000012505291,0.0000046496634,0.000091739275,0.0014314939,0.000076762815,0.0034311502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996007,0.00008731144,0.000012962114,0.000039304497,0.00020921785,0.00005046143],"domain_scores_gemma":[0.9995983,0.00018033841,0.000038921477,0.000025093239,0.00014737093,0.0000099018835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054009346,0.00053252076,0.00043602713,0.0011827907,0.00033263376,0.0004993789,0.0005499628,0.0003350456,0.003002541],"category_scores_gemma":[0.0017476112,0.0003134921,0.0007508136,0.00082306843,0.00022723568,0.00037939107,0.00026047387,0.00027445835,0.00022411573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007776899,0.00003262952,0.0039016556,0.0000966492,0.000026130687,0.00004517795,0.000023962542,0.9597176,0.0022790288,0.0019330414,0.00041827187,0.03144816],"study_design_scores_gemma":[0.000006275224,0.000050677263,0.0029490213,0.0000047065782,0.000011834367,0.000013800789,0.00002143313,0.9944078,0.0014801794,0.00044129937,0.0006080979,0.0000049109676],"about_ca_topic_score_codex":0.12942876,"about_ca_topic_score_gemma":0.1805998,"teacher_disagreement_score":0.87057126,"about_ca_system_score_codex":0.0022371877,"about_ca_system_score_gemma":0.0018214266,"threshold_uncertainty_score":0.25735074},"labels":[],"label_agreement":null},{"id":"W4243942898","doi":"10.5539/jsd.v10n3p262","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 3","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Library science; Geography; Philosophy; Computer science; Law","score_opus":0.017800784920771962,"score_gpt":0.2704052029584523,"score_spread":0.2526044180376803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243942898","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015620232,0.0026715258,0.0009891101,0.18035974,0.81176406,0.00046869947,0.0005264187,0.00036602205,0.0026983088],"genre_scores_gemma":[0.005566132,0.007922462,0.002943922,0.24448335,0.68575656,0.0025123372,0.0011263309,0.0010321836,0.04865667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.963168,0.0065697315,0.007417261,0.0024031342,0.018691769,0.0017500689],"domain_scores_gemma":[0.2731632,0.028484182,0.0139680365,0.004924886,0.6707485,0.008711165],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.030515498,0.002523213,0.0048739975,0.006609498,0.0044669085,0.008731039,0.0044303443,0.015847176,0.06428706],"category_scores_gemma":[0.3835601,0.0013536098,0.004104168,0.002950895,0.0029642729,0.006024455,0.0037136585,0.011682197,0.038272087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030071355,0.0000040817686,0.00009744735,0.00036453808,0.000007968761,0.000080119564,0.000046591107,0.00000851912,0.00004708518,0.00011897286,0.99575114,0.0034434428],"study_design_scores_gemma":[0.0001310398,0.000039164763,0.0008939953,0.0030745673,0.00007155806,0.0012196578,0.0004770069,0.00022935055,0.00029550135,0.0013570492,0.99208236,0.00012877933],"about_ca_topic_score_codex":0.003862138,"about_ca_topic_score_gemma":0.0065227835,"teacher_disagreement_score":0.9694845,"about_ca_system_score_codex":0.0053055678,"about_ca_system_score_gemma":0.010862365,"threshold_uncertainty_score":0.21506166},"labels":[],"label_agreement":null},{"id":"W4243984832","doi":"10.33423/jaf.v19i4.2183","title":"Green Auditing in the Anglican Church of Canada: To Finance or not to Finance","year":2019,"lang":"en","type":"article","venue":"Journal of Accounting and Finance","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trinity College","funders":"","keywords":"Audit; Accounting; Financial Audit; Business; Finance; Actuarial science","score_opus":0.007553702770385732,"score_gpt":0.223255652812051,"score_spread":0.21570195004166529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243984832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743224,0.0005844495,0.0002187476,0.0031384062,0.00004339391,0.000044069864,0.00013706431,0.000008894138,0.021502512],"genre_scores_gemma":[0.9935499,0.00036229586,0.00033478814,0.0005062425,0.00000547375,0.000007858759,0.000040825234,0.000010209044,0.00518245],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967533,0.0006907135,0.00006207452,0.00015988029,0.0012494873,0.0010845432],"domain_scores_gemma":[0.9879099,0.0023844845,0.00132437,0.00032473565,0.006105447,0.0019509465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003083452,0.00019034889,0.00020369637,0.0013061739,0.011235938,0.0039907633,0.0005960896,0.00060075964,0.003509592],"category_scores_gemma":[0.012291016,0.00025968533,0.00013777164,0.0023130092,0.003960575,0.00072144414,0.0018809724,0.0014100228,0.0001944014],"study_design_candidate":"not_applicable","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":[0.0004694613,0.00026076692,0.48937592,0.00033208347,0.000048008893,0.0014333472,0.33363977,0.0005563617,0.0033335474,0.019034103,0.022814553,0.12870215],"study_design_scores_gemma":[0.000014577059,0.0000808344,0.37559,0.0003476805,0.000035876714,0.00027594788,0.539257,0.00051306724,0.0014629265,0.0005819624,0.08174557,0.00009453203],"about_ca_topic_score_codex":0.97884524,"about_ca_topic_score_gemma":0.99415475,"teacher_disagreement_score":0.04709801,"about_ca_system_score_codex":0.04709801,"about_ca_system_score_gemma":0.06869884,"threshold_uncertainty_score":0.3417216},"labels":[],"label_agreement":null},{"id":"W4245473951","doi":"10.32920/ryerson.14644146","title":"A comparison of bottom-up methods for estimating institutional building energy use to inform resource and emission reduction strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Top-down and bottom-up design; Reduction (mathematics); Christian ministry; Environmental economics; Resource (disambiguation); Scale (ratio); Demand reduction; Energy consumption; Efficient energy use; Environmental science; Energy (signal processing); Uncertainty reduction theory; Environmental resource management; Computer science; Engineering; Statistics; Economics; Geography; Mathematics","score_opus":0.05761938472645824,"score_gpt":0.3953219838546628,"score_spread":0.33770259912820455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245473951","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17170507,0.00068091817,0.813545,0.00019584686,0.00007234106,0.00022873683,0.0014423756,0.0010475367,0.011082184],"genre_scores_gemma":[0.5404923,0.0005725755,0.4518505,0.00005905524,0.000027771335,0.0003011052,0.002342532,0.00036223396,0.0039919983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959592,0.0013584285,0.00014303658,0.00053409964,0.0018677101,0.0001375012],"domain_scores_gemma":[0.9914442,0.004502128,0.00053125824,0.0011184827,0.002303169,0.000100844954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005072564,0.001047667,0.00078476506,0.0032589948,0.00044775612,0.0016991097,0.0011815768,0.00065791287,0.0021141937],"category_scores_gemma":[0.017309224,0.00048421032,0.0008523291,0.002127633,0.00038559554,0.0012331154,0.001227477,0.0006663586,0.0007620346],"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":[0.00065330503,0.00031543354,0.10072816,0.00044558794,0.000553353,0.000069365546,0.0009449926,0.32135716,0.005746738,0.019039456,0.004041415,0.54610497],"study_design_scores_gemma":[0.00005166988,0.00023893302,0.04582783,0.00011067813,0.0001186563,0.000071021226,0.00060540397,0.9256982,0.0094907805,0.010631415,0.007033594,0.00012177345],"about_ca_topic_score_codex":0.03637272,"about_ca_topic_score_gemma":0.046223287,"teacher_disagreement_score":0.03637272,"about_ca_system_score_codex":0.0015025124,"about_ca_system_score_gemma":0.0014636668,"threshold_uncertainty_score":0.07232201},"labels":[],"label_agreement":null},{"id":"W4245477181","doi":"10.32920/ryerson.14662149.v1","title":"Utility Benchmarking And Potential Savings of Multi-Unit Residential Buildings (MURBs) In Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Toronto Public Health","funders":"Mitacs","keywords":"Benchmarking; Unit (ring theory); Ranking (information retrieval); Energy consumption; Environmental economics; Efficient energy use; Range (aeronautics); Environmental science; Energy performance; Architectural engineering; Civil engineering; Business; Engineering; Computer science; Economics; Mathematics","score_opus":0.014973881188656453,"score_gpt":0.2676809813540876,"score_spread":0.25270710016543113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245477181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241734,0.00018367634,0.0005493901,0.000073861534,0.0000026314285,0.000011567392,0.0014945331,0.000029769873,0.0052373097],"genre_scores_gemma":[0.99857795,0.00004427398,0.00015044837,0.0000016197343,3.6779542e-7,0.0000023759492,0.0003054421,0.000002682152,0.0009147643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996244,0.00008934591,0.000017119812,0.000040874842,0.000115435876,0.000112698915],"domain_scores_gemma":[0.9996062,0.0000614128,0.000068655674,0.000029050214,0.00016963249,0.00006507426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025729233,0.00021139864,0.0001647764,0.0006902882,0.00048102986,0.00063426694,0.0003120947,0.00015418582,0.0027149932],"category_scores_gemma":[0.0012120324,0.000098503035,0.00016591519,0.002266414,0.00027896027,0.000338648,0.00056795194,0.00016720941,0.00016762094],"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":[0.0008817451,0.00014578925,0.65921396,0.00030137363,0.00014387463,0.001304159,0.0039023622,0.1896466,0.006073739,0.01523921,0.0071319966,0.116015114],"study_design_scores_gemma":[0.00000792956,0.00009529707,0.9487053,0.000028258444,0.000023381806,0.000102242135,0.00474951,0.038860295,0.0019565132,0.00046670903,0.0049842177,0.000020267751],"about_ca_topic_score_codex":0.80071217,"about_ca_topic_score_gemma":0.92080396,"teacher_disagreement_score":0.19928783,"about_ca_system_score_codex":0.012327917,"about_ca_system_score_gemma":0.0018125604,"threshold_uncertainty_score":0.4009229},"labels":[],"label_agreement":null},{"id":"W4245808412","doi":"10.32920/ryerson.14665641","title":"Resilience in Suburban Toronto Suburban Renewal in the Face of Future Uncertainties","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urban resilience; Stock (firearms); Fragility; Zoning; Resilience (materials science); Face (sociological concept); Psychological resilience; Economic geography; Environmental planning; Business; Geography; Sociology; Urban planning; Engineering; Civil engineering; Social science","score_opus":0.01045993351376495,"score_gpt":0.24616013488253813,"score_spread":0.23570020136877318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245808412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8437755,0.0016909709,0.026371509,0.0056627817,0.00013638996,0.00009344045,0.00061443745,0.00012190256,0.12153298],"genre_scores_gemma":[0.9934934,0.00033817044,0.0009674069,0.00004033677,0.0000064189685,0.000013151978,0.000066477834,0.000009234891,0.0050653946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9995171,0.00012777396,0.000011349987,0.000052718682,0.0001149177,0.00017626317],"domain_scores_gemma":[0.9994093,0.00010435252,0.00008879134,0.00006673302,0.00014074893,0.0001901201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056090293,0.00022858709,0.00021983891,0.0005537468,0.0020787902,0.0029296307,0.0007790067,0.00047574524,0.005180411],"category_scores_gemma":[0.0012863869,0.00015419566,0.00031359465,0.0008163071,0.0032919813,0.0013020416,0.003674193,0.0005116811,0.00028613245],"study_design_candidate":"qualitative","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":[0.00023033375,0.00004903693,0.05488811,0.00029772983,0.00008692,0.002674784,0.028225128,0.15394667,0.0026565008,0.6723734,0.014762379,0.069809],"study_design_scores_gemma":[0.000028185248,0.00021215482,0.13267335,0.0007529087,0.00013049341,0.0011435603,0.13530318,0.103920974,0.0031107268,0.24454094,0.37800658,0.00017693533],"about_ca_topic_score_codex":0.26825392,"about_ca_topic_score_gemma":0.5281407,"teacher_disagreement_score":0.7317461,"about_ca_system_score_codex":0.015536492,"about_ca_system_score_gemma":0.0060493564,"threshold_uncertainty_score":0.53338504},"labels":[],"label_agreement":null},{"id":"W4245917180","doi":"10.1177/0361198106197400102","title":"Determining Return on Long-Life Pavement Investments","year":2006,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Waterloo","funders":"World Bank Group","keywords":"Life-cycle cost analysis; Context (archaeology); Investment (military); Return on investment; Life-cycle assessment; Sustainability; Rate of return; Cost–benefit analysis; Environmental economics; Internal rate of return; Transport engineering; Engineering; Operations management; Risk analysis (engineering); Business; Economics; Production (economics); Finance","score_opus":0.06676603522889732,"score_gpt":0.3525853391696964,"score_spread":0.28581930394079913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245917180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8472347,0.0026311262,0.10020884,0.00048382836,0.00009496299,0.00035499682,0.0027507935,0.00030786704,0.045932923],"genre_scores_gemma":[0.97888345,0.0009182616,0.0149062015,0.00003734249,0.00001435742,0.00011986415,0.0009310598,0.00008065169,0.0041089454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9974481,0.0006031263,0.00010724245,0.0002282506,0.0011958199,0.00041744564],"domain_scores_gemma":[0.9883272,0.006945534,0.0013367239,0.0006455564,0.0023741326,0.00037080012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005710316,0.00087286596,0.0005775636,0.0029432017,0.00028402088,0.002186111,0.0012459755,0.00096987665,0.003670768],"category_scores_gemma":[0.02383577,0.00046219496,0.00077781983,0.0016491832,0.0005408927,0.0030540207,0.0006599957,0.0010501717,0.00089822087],"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":[0.0005098948,0.0001681364,0.05712787,0.00028415056,0.00018536464,0.00070833374,0.00017255836,0.78091586,0.0049114916,0.045907747,0.0024512615,0.1066574],"study_design_scores_gemma":[0.000043389256,0.0010342074,0.07647199,0.0003096329,0.00021504376,0.0006115269,0.0009771226,0.8417832,0.019456571,0.03973976,0.019173233,0.00018428643],"about_ca_topic_score_codex":0.0034675503,"about_ca_topic_score_gemma":0.003766777,"teacher_disagreement_score":0.005710316,"about_ca_system_score_codex":0.0031259998,"about_ca_system_score_gemma":0.0011705344,"threshold_uncertainty_score":0.030199409},"labels":[],"label_agreement":null},{"id":"W4246641347","doi":"10.5539/jsd.v13n5p119","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 13, No. 5","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Regional science; Library science; Sociology; Philosophy; Computer science; Law","score_opus":0.016999785884087,"score_gpt":0.25031794136753655,"score_spread":0.23331815548344953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246641347","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012461684,0.0021141449,0.00083370006,0.16320612,0.829109,0.0003887929,0.0004642054,0.0003403891,0.0034190437],"genre_scores_gemma":[0.004537858,0.007045882,0.0025823235,0.22323346,0.6926552,0.001854015,0.0012042488,0.0008315651,0.06605552],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9689196,0.0053123445,0.0055772644,0.0020187863,0.01671327,0.0014588134],"domain_scores_gemma":[0.34149024,0.023389118,0.010678417,0.0040023485,0.6112176,0.009222229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02487607,0.0022651765,0.0038881572,0.0058024325,0.004005706,0.008574149,0.0040589194,0.015970748,0.08266639],"category_scores_gemma":[0.31789225,0.0011967346,0.0036016244,0.002375756,0.0023447894,0.0053905086,0.0031641736,0.010354701,0.045509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000238363,0.0000038401768,0.00007057191,0.0002449217,0.0000058079077,0.000053181637,0.0000267942,0.0000071430645,0.000037940063,0.00009934274,0.9963689,0.0030577416],"study_design_scores_gemma":[0.000098700344,0.00003889548,0.000769821,0.0020108093,0.000051224113,0.00076171005,0.00029500196,0.00018166383,0.00023083246,0.0009170155,0.9945476,0.00009672828],"about_ca_topic_score_codex":0.003491541,"about_ca_topic_score_gemma":0.0063686133,"teacher_disagreement_score":0.08266639,"about_ca_system_score_codex":0.0045391,"about_ca_system_score_gemma":0.009651567,"threshold_uncertainty_score":0.27654666},"labels":[],"label_agreement":null},{"id":"W4247133643","doi":"10.7492/ijaec.2021.010","title":"Decoding Comprehensive Sustainability in the Design of Affordable Housing in the Urban Context","year":2020,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affordable housing; Context (archaeology); Sustainability; Decoding methods; Business; Urban design; Environmental planning; Architectural engineering; Urban planning; Computer science; Telecommunications; Geography; Engineering; Civil engineering","score_opus":0.010495106697356364,"score_gpt":0.22251730994031016,"score_spread":0.2120222032429538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247133643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7256203,0.00050472654,0.21790381,0.0013823094,0.000037615537,0.00015130971,0.00029789234,0.00012950687,0.05397242],"genre_scores_gemma":[0.9755391,0.00011447354,0.022774545,0.000029728259,0.0000036649246,0.000031589967,0.00011897429,0.00003208113,0.0013558975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99889946,0.00050448516,0.00004151244,0.000095403484,0.00032121205,0.00013788228],"domain_scores_gemma":[0.9988619,0.00059429253,0.0001126556,0.00012202786,0.00024501924,0.000064132255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010872739,0.00043899953,0.00048254462,0.00072839635,0.0007132442,0.003335412,0.0004902243,0.0007833253,0.0047023315],"category_scores_gemma":[0.0060656667,0.00032328666,0.0002755459,0.0009242631,0.0021931545,0.0023246538,0.0029468476,0.0007126354,0.00037732502],"study_design_candidate":"qualitative","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":[0.00031158258,0.00014266426,0.040606506,0.00043851772,0.00008171763,0.0005895667,0.0076734656,0.1916829,0.008476319,0.6002849,0.0023493974,0.14736252],"study_design_scores_gemma":[0.000045446064,0.00030161694,0.027129238,0.00030804015,0.00009982076,0.0002584905,0.022556085,0.3866681,0.012961371,0.51047057,0.039135873,0.000065436965],"about_ca_topic_score_codex":0.007226494,"about_ca_topic_score_gemma":0.019378036,"teacher_disagreement_score":0.007226494,"about_ca_system_score_codex":0.0016579822,"about_ca_system_score_gemma":0.0021645494,"threshold_uncertainty_score":0.015730858},"labels":[],"label_agreement":null},{"id":"W4247747853","doi":"10.5539/jms.v8n1p161","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 8, No. 1","year":2018,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Library science; Political science; Environmental ethics; Philosophy; Computer science; Ecology; Biology","score_opus":0.010008518718982274,"score_gpt":0.27222441972463424,"score_spread":0.26221590100565195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247747853","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016238577,0.0027445885,0.0009749672,0.18070719,0.8118001,0.0003996597,0.00047513656,0.00032783626,0.0024082195],"genre_scores_gemma":[0.0063163782,0.008118155,0.003800915,0.25346395,0.6674923,0.002842317,0.0013954976,0.001181815,0.05538868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95385116,0.0089451475,0.009466245,0.0032218534,0.022498148,0.0020173595],"domain_scores_gemma":[0.2306124,0.032835,0.013801,0.0055487403,0.7083891,0.008813736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035359003,0.0025067958,0.004933168,0.007544831,0.0047821705,0.008194003,0.004421364,0.0143431425,0.06628606],"category_scores_gemma":[0.44995224,0.0013527921,0.0037638096,0.003029112,0.0028362265,0.0069967383,0.003971519,0.011023115,0.0383412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029694116,0.000004519143,0.000107209744,0.0004318994,0.000008139929,0.00008459632,0.00006396355,0.00000834322,0.000051890784,0.0001418467,0.99514425,0.0039237607],"study_design_scores_gemma":[0.00012180598,0.000042543892,0.0010315554,0.0033512802,0.00007048884,0.0011923113,0.0005906761,0.00020941057,0.0002625783,0.001453077,0.9915412,0.00013320368],"about_ca_topic_score_codex":0.003670606,"about_ca_topic_score_gemma":0.007255414,"teacher_disagreement_score":0.06628606,"about_ca_system_score_codex":0.005244035,"about_ca_system_score_gemma":0.0108318515,"threshold_uncertainty_score":0.22174895},"labels":[],"label_agreement":null},{"id":"W4247772332","doi":"10.32920/ryerson.14664510","title":"Comparing Three Building Life Cycle Assessment Tools for the Canadian Construction Industry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Scope (computer science); Life-cycle assessment; Computer science; Meaning (existential); Estimator; Architectural engineering; Engineering; Statistics; Mathematics; Production (economics); Economics; Psychology","score_opus":0.047541712903502606,"score_gpt":0.28866860781217524,"score_spread":0.24112689490867262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247772332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78450817,0.0013851154,0.13542874,0.0006714071,0.00006443065,0.00090460683,0.009516368,0.003723537,0.06379759],"genre_scores_gemma":[0.8597702,0.0009361244,0.12451017,0.00008097955,0.0000068660256,0.0003104462,0.0072691888,0.00038422827,0.0067319307],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99638367,0.0004811884,0.000122067104,0.00023219739,0.0025247878,0.00025607372],"domain_scores_gemma":[0.99396956,0.0016685056,0.0002921054,0.0004951791,0.0034013467,0.00017331992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036629688,0.0010897419,0.0004451539,0.0055157933,0.0009948043,0.0023366571,0.0012252535,0.0003801517,0.0038387384],"category_scores_gemma":[0.0091050975,0.00039894355,0.0013007455,0.0045885136,0.00046053104,0.0015515551,0.0013772964,0.00059521385,0.00047843793],"study_design_candidate":"simulation_or_modeling","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":[0.001187803,0.00057139277,0.09246319,0.00092476036,0.00045111103,0.00019005808,0.001636001,0.29103422,0.018313538,0.014647903,0.0073515372,0.5712286],"study_design_scores_gemma":[0.00015755188,0.0009560166,0.27340055,0.00041541387,0.0004992081,0.00021102856,0.0038930872,0.61605847,0.036709234,0.006947734,0.06015635,0.000595343],"about_ca_topic_score_codex":0.6468724,"about_ca_topic_score_gemma":0.79956704,"teacher_disagreement_score":0.3531276,"about_ca_system_score_codex":0.013160216,"about_ca_system_score_gemma":0.011406918,"threshold_uncertainty_score":0.71041447},"labels":[],"label_agreement":null},{"id":"W4248010192","doi":"10.22360/simaud.2017.simaud.017","title":"Building Performance Database to Facilitate the Integrated Design Process for Net Zero Energy Buildings","year":2017,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Variety (cybernetics); Process (computing); Computer science; Architectural engineering; Integrated design; Design process; Engineering design process; Systems engineering; Risk analysis (engineering); Process management; Engineering; Work in process; Civil engineering; Business; Operations management","score_opus":0.05577320981461071,"score_gpt":0.2842804008660199,"score_spread":0.2285071910514092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248010192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028221086,0.00041726793,0.61420035,0.00074415357,0.00027577914,0.0017394251,0.08552294,0.18798491,0.0808941],"genre_scores_gemma":[0.23181097,0.00080307765,0.49325407,0.00027780645,0.00011210429,0.002081353,0.2279573,0.015424742,0.028278628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964819,0.0005872176,0.00070467894,0.00045846682,0.0015946551,0.00017307959],"domain_scores_gemma":[0.991334,0.0023129738,0.0006211458,0.0030585346,0.00233643,0.00033689762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061074067,0.0012493173,0.001098707,0.005756545,0.0007776753,0.0046360972,0.0028824445,0.00094682217,0.033040527],"category_scores_gemma":[0.011856221,0.0008490559,0.0008395195,0.003819627,0.00037551823,0.0035307943,0.0025684861,0.0014881025,0.018146755],"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":[0.0015460595,0.0020026872,0.02020749,0.0018266562,0.00028509065,0.0009755005,0.0030309951,0.07185131,0.018314956,0.07379912,0.19560345,0.61055666],"study_design_scores_gemma":[0.00029620464,0.00034539835,0.016801048,0.00038849644,0.00018460437,0.00048144415,0.00085904903,0.22026482,0.049037736,0.026791919,0.68418574,0.00036345088],"about_ca_topic_score_codex":0.0054839253,"about_ca_topic_score_gemma":0.0064851805,"teacher_disagreement_score":0.033040527,"about_ca_system_score_codex":0.0014506902,"about_ca_system_score_gemma":0.001919201,"threshold_uncertainty_score":0.11053157},"labels":[],"label_agreement":null},{"id":"W4248349087","doi":"10.32920/ryerson.14660499.v1","title":"Achieving an 80% reduction in Ontario residential heating energy consumption by 2030: a tiered framework and preliminary implementation strategy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Baseline (sea); Environmental economics; Energy consumption; Consumption (sociology); Work (physics); Sample (material); Efficient energy use; Reduction (mathematics); Payback period; Business; Operations management; Production (economics); Economics; Engineering","score_opus":0.02140187938879261,"score_gpt":0.2912917050907816,"score_spread":0.269889825701989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248349087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45334923,0.0019021478,0.22808912,0.02292217,0.00017063323,0.02168413,0.0096717365,0.0022055306,0.26000527],"genre_scores_gemma":[0.6218604,0.00086070143,0.3386607,0.0013434263,0.000019684006,0.005613418,0.0026675467,0.00010892951,0.028865233],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.992841,0.0019528469,0.00032599573,0.00053052325,0.0030622594,0.0012874422],"domain_scores_gemma":[0.9957432,0.0006917141,0.00027724044,0.0002481823,0.0025695532,0.00047008911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011026438,0.0009618372,0.00045135428,0.0014892955,0.0016509254,0.003907432,0.0019032367,0.0014124883,0.0045299213],"category_scores_gemma":[0.005613586,0.0005657379,0.0010714771,0.0013581811,0.0012271625,0.0016562839,0.0021787498,0.0010186324,0.0007128729],"study_design_candidate":"simulation_or_modeling","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":[0.00092096435,0.0028036216,0.03897597,0.0027465483,0.00023781923,0.0010630686,0.008392117,0.18731898,0.050667115,0.28768697,0.047055624,0.37213114],"study_design_scores_gemma":[0.000866868,0.0065640123,0.2251741,0.0019536356,0.000484934,0.000552317,0.015883172,0.27677047,0.044566516,0.08914589,0.33708963,0.0009484832],"about_ca_topic_score_codex":0.46030048,"about_ca_topic_score_gemma":0.54134494,"teacher_disagreement_score":0.53969955,"about_ca_system_score_codex":0.03241091,"about_ca_system_score_gemma":0.07023005,"threshold_uncertainty_score":0.91524243},"labels":[],"label_agreement":null},{"id":"W4249423628","doi":"10.1162/10881980052541990","title":"Books","year":2000,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Sustainable development; Schulze method; Industrial ecology; Political science; Business; Environmental resource management; Environmental planning; Management; Engineering; Sustainability; Environmental science; Economics; Ecology; Civil engineering; Law","score_opus":0.02139252347933903,"score_gpt":0.2391582139681602,"score_spread":0.21776569048882116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249423628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036396433,0.0051971367,0.00091967924,0.0007990792,0.00095446,0.000040410352,0.0018824029,0.00077090313,0.98907197],"genre_scores_gemma":[0.00047871802,0.0018344881,0.0003753808,0.00021914631,0.00012929238,0.00001472429,0.0009669618,0.0001810978,0.9958002],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996101,0.000024636644,0.000017275424,0.00007713382,0.0002364794,0.0000343691],"domain_scores_gemma":[0.99939847,0.00009899994,0.000027278444,0.000113927155,0.0002349629,0.00012634421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032997967,0.0014047629,0.0012234196,0.0047245156,0.0016281217,0.006336405,0.0014049507,0.0014239792,0.75743634],"category_scores_gemma":[0.0013871758,0.0007176607,0.0005661967,0.0058012255,0.0006667989,0.0042860177,0.002051174,0.0020221293,0.7464795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022422413,0.00005189948,0.00016578652,0.00026814573,0.0000054262396,0.00004219494,0.00007163665,0.00011310824,0.0005578065,0.009946068,0.7632333,0.22552225],"study_design_scores_gemma":[0.00000350897,0.0000060797474,0.00022752094,0.00009805087,0.0000025255272,0.000046424564,0.00003276431,0.000053422475,0.00011281562,0.0017866383,0.9976266,0.0000036857252],"about_ca_topic_score_codex":0.0029676743,"about_ca_topic_score_gemma":0.008606775,"teacher_disagreement_score":0.75743634,"about_ca_system_score_codex":0.0010765212,"about_ca_system_score_gemma":0.0014097119,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4249496886","doi":"10.5539/jsd.v10n6p273","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 10, No. 6","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Library science; Sociology; Philosophy; Computer science; Law","score_opus":0.017802983789440667,"score_gpt":0.27050478604797423,"score_spread":0.25270180225853356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249496886","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014670638,0.0026289227,0.0008889011,0.17955081,0.8129575,0.00041902432,0.00052393577,0.00032512,0.0025589354],"genre_scores_gemma":[0.0050232764,0.008040301,0.0028109665,0.2321266,0.69846797,0.0022733214,0.0011756425,0.0009112436,0.049170658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96330917,0.006531634,0.00756226,0.0023286527,0.018589068,0.0016791853],"domain_scores_gemma":[0.2775147,0.028712483,0.014065291,0.0048079495,0.6661042,0.008795304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030004472,0.002474156,0.0047361893,0.006503068,0.004231222,0.008319433,0.0044328016,0.015502214,0.06556318],"category_scores_gemma":[0.38792583,0.0013383253,0.00394391,0.00279263,0.002814075,0.0061957254,0.0037338268,0.011795683,0.039649613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003034287,0.000004209877,0.00009663077,0.0003852022,0.000007756407,0.000077057884,0.000044910958,0.000008366696,0.000046657588,0.00011714758,0.9957171,0.0034646732],"study_design_scores_gemma":[0.00012418773,0.00004041386,0.0008730035,0.0031025608,0.000066809414,0.001167936,0.0004636971,0.00021202548,0.0002785736,0.0012128438,0.99233633,0.000121577534],"about_ca_topic_score_codex":0.0035558664,"about_ca_topic_score_gemma":0.0061876923,"teacher_disagreement_score":0.06556318,"about_ca_system_score_codex":0.0049105803,"about_ca_system_score_gemma":0.0099503035,"threshold_uncertainty_score":0.21933067},"labels":[],"label_agreement":null},{"id":"W4249571644","doi":"10.1121/1.4800217","title":"Achieving the acoustical credit within the Leadership in Energy and Environmental Design (LEED®) for healthcare green building rating system and changes within the forthcoming 2014 Guidelines","year":2013,"lang":"en","type":"article","venue":"Proceedings of meetings on acoustics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Presentation (obstetrics); Health care; Environmental design; Accounting; Business; Engineering; Medical physics; Engineering management; Medicine; Political science; Civil engineering","score_opus":0.04673840872177847,"score_gpt":0.24541322818730205,"score_spread":0.19867481946552357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249571644","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068397424,0.0023743617,0.019912463,0.09002803,0.025348386,0.002167466,0.004413335,0.0030037952,0.8459124],"genre_scores_gemma":[0.02319007,0.0012687028,0.02287727,0.011733168,0.0017505093,0.00088629377,0.003055348,0.0012100933,0.9340285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9790116,0.0031461825,0.0014802826,0.0007704315,0.013558445,0.0020330395],"domain_scores_gemma":[0.9614295,0.002776422,0.0017249647,0.0021425379,0.027277801,0.0046486454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015439557,0.0006888532,0.00064799364,0.0015030267,0.0024433543,0.008432448,0.0018009072,0.004771956,0.15129393],"category_scores_gemma":[0.039111968,0.00060508755,0.00090544217,0.0012521787,0.0014039824,0.003296617,0.0043219193,0.004259705,0.1050208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000313452,0.000048318045,0.0006720565,0.00008601859,0.0000022032796,0.000040233677,0.0001539637,0.000090488924,0.00055811246,0.0043118484,0.9525816,0.041423805],"study_design_scores_gemma":[0.000017417708,0.0000698386,0.0031312867,0.00012874903,0.000003544093,0.00010492907,0.00031215575,0.00017739023,0.0005381168,0.0008952509,0.994592,0.000029252267],"about_ca_topic_score_codex":0.022078577,"about_ca_topic_score_gemma":0.041142277,"teacher_disagreement_score":0.15129393,"about_ca_system_score_codex":0.0050019,"about_ca_system_score_gemma":0.016115284,"threshold_uncertainty_score":0.50612867},"labels":[],"label_agreement":null},{"id":"W4250020396","doi":"10.32920/ryerson.14652417.v1","title":"Regional contributions to achieving sustainability : an examination using sustainability-focused policies in regional official plans","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Social sustainability; Intergenerational equity; Sustainability organizations; Equity (law); Order (exchange); Business; Environmental planning; Environmental resource management; Political science; Economics; Geography","score_opus":0.02758854070815492,"score_gpt":0.31763711190230426,"score_spread":0.29004857119414934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250020396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372056,0.0004725294,0.0018029351,0.0013581497,0.00002394184,0.00007037113,0.00010499166,0.000024659117,0.058936838],"genre_scores_gemma":[0.9971898,0.00025574327,0.00079693005,0.00003875511,0.0000050651074,0.000029477205,0.000047734473,0.000010774271,0.0016255513],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916203,0.004401719,0.00036957915,0.00050273165,0.0019157549,0.0011900037],"domain_scores_gemma":[0.985704,0.0074153496,0.0023681158,0.0010486584,0.0026748916,0.0007890625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010816199,0.00019515447,0.00028148256,0.0026004112,0.0026083034,0.003943708,0.001196734,0.0005233076,0.0027453785],"category_scores_gemma":[0.025951704,0.0002641852,0.00028513354,0.003990809,0.0044625867,0.0029163545,0.0041326196,0.001145228,0.00016713353],"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":[0.00030886655,0.00032769644,0.25714833,0.0010629919,0.00018387663,0.0011651545,0.38077337,0.010035605,0.0031632097,0.21373694,0.0034143203,0.1286796],"study_design_scores_gemma":[0.000019468285,0.00025987052,0.40573144,0.00047321137,0.00009688226,0.00024326226,0.4530754,0.0026433347,0.0018882856,0.0067623756,0.12873791,0.00006851059],"about_ca_topic_score_codex":0.05034601,"about_ca_topic_score_gemma":0.07382914,"teacher_disagreement_score":0.05034601,"about_ca_system_score_codex":0.0120827565,"about_ca_system_score_gemma":0.008741074,"threshold_uncertainty_score":0.10010594},"labels":[],"label_agreement":null},{"id":"W4250198555","doi":"10.32920/ryerson.14667156","title":"Voluntary Energy Programs and the Evaluation of Factors Influencing Corporate Participation: A Case Study in the Commercial Sector","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Incentive; Business; Incentive program; Investment (military); Capital investment; Marketing; Turnover; Return on investment; Energy conservation; Finance; Economics; Engineering; Management; Production (economics)","score_opus":0.11530561773380758,"score_gpt":0.3252276063151167,"score_spread":0.20992198858130912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250198555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99802786,0.000030936742,0.00014807227,0.00014975813,0.0000024181275,0.00004190138,0.0000052619125,0.0000021158369,0.0015916772],"genre_scores_gemma":[0.9990588,0.000061462,0.00021961385,0.000032120333,0.0000031634406,0.00003187645,0.000008883536,0.000002265082,0.00058175315],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9926603,0.005338385,0.00014194242,0.0002353305,0.00057160645,0.0010524446],"domain_scores_gemma":[0.98499495,0.0094225565,0.0014806066,0.0005483194,0.0012069748,0.0023466735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074164667,0.00023229847,0.00022498777,0.0010083915,0.005854244,0.00275495,0.0008457703,0.0011998639,0.002137597],"category_scores_gemma":[0.01124454,0.0002500389,0.0002228955,0.0010461605,0.0018806634,0.0014118595,0.0023042841,0.0009560225,0.00018411485],"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":[0.00041254616,0.008839645,0.3892731,0.00025345504,0.000036947844,0.0064546433,0.5007289,0.00040648464,0.0028239533,0.0033664827,0.0012464204,0.08615739],"study_design_scores_gemma":[0.000027987286,0.0013278305,0.13732876,0.00008112767,0.000018725428,0.0011030891,0.85092634,0.00095797423,0.0012937431,0.0003991165,0.006504193,0.000031196923],"about_ca_topic_score_codex":0.01135212,"about_ca_topic_score_gemma":0.03204643,"teacher_disagreement_score":0.01135212,"about_ca_system_score_codex":0.003236691,"about_ca_system_score_gemma":0.0035857912,"threshold_uncertainty_score":0.03922254},"labels":[],"label_agreement":null},{"id":"W4250761702","doi":"10.32920/ryerson.14652417","title":"Regional contributions to achieving sustainability : an examination using sustainability-focused policies in regional official plans","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Sustainability organizations; Social sustainability; Intergenerational equity; Equity (law); Order (exchange); Business; Sustainability science; Environmental planning; Environmental resource management; Political science; Economics; Geography","score_opus":0.02758854070815492,"score_gpt":0.31763711190230426,"score_spread":0.29004857119414934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250761702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372056,0.0004725294,0.0018029351,0.0013581497,0.00002394184,0.00007037113,0.00010499166,0.000024659117,0.058936838],"genre_scores_gemma":[0.9971898,0.00025574327,0.00079693005,0.00003875511,0.0000050651074,0.000029477205,0.000047734473,0.000010774271,0.0016255513],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9916203,0.004401719,0.00036957915,0.00050273165,0.0019157549,0.0011900037],"domain_scores_gemma":[0.985704,0.0074153496,0.0023681158,0.0010486584,0.0026748916,0.0007890625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010816199,0.00019515447,0.00028148256,0.0026004112,0.0026083034,0.003943708,0.001196734,0.0005233076,0.0027453785],"category_scores_gemma":[0.025951704,0.0002641852,0.00028513354,0.003990809,0.0044625867,0.0029163545,0.0041326196,0.001145228,0.00016713353],"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":[0.00030886655,0.00032769644,0.25714833,0.0010629919,0.00018387663,0.0011651545,0.38077337,0.010035605,0.0031632097,0.21373694,0.0034143203,0.1286796],"study_design_scores_gemma":[0.000019468285,0.00025987052,0.40573144,0.00047321137,0.00009688226,0.00024326226,0.4530754,0.0026433347,0.0018882856,0.0067623756,0.12873791,0.00006851059],"about_ca_topic_score_codex":0.05034601,"about_ca_topic_score_gemma":0.07382914,"teacher_disagreement_score":0.05034601,"about_ca_system_score_codex":0.0120827565,"about_ca_system_score_gemma":0.008741074,"threshold_uncertainty_score":0.10010594},"labels":[],"label_agreement":null},{"id":"W4250801274","doi":"10.3763/inbi.2009.0034/splitsection6","title":"Feedback and adaptive behaviour in green buildings","year":2009,"lang":"en","type":"article","venue":"Intelligent Buildings International","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Architectural engineering; Built environment; Green building; Key (lock); Occupancy; Element (criminal law); Computer science; Engineering; Computer security; Civil engineering; Political science","score_opus":0.013610533239697674,"score_gpt":0.2571537687213327,"score_spread":0.24354323548163503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250801274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97082424,0.0004665416,0.0073975953,0.00088861986,0.0000295268,0.00004438682,0.000025051328,0.000053617063,0.020270409],"genre_scores_gemma":[0.9978071,0.00012745202,0.00084630697,0.000040738287,0.000004076644,0.0000123562595,0.000006504669,0.0000061905416,0.0011493267],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9956173,0.0024320984,0.000126442,0.00021720368,0.0011844548,0.00042250074],"domain_scores_gemma":[0.9916019,0.0053095655,0.0010619464,0.00029228657,0.0010619783,0.00067232613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003430688,0.00037633174,0.00026266245,0.00097025896,0.0018988919,0.0024949673,0.00047275773,0.0009661199,0.0025016468],"category_scores_gemma":[0.01242506,0.00019668798,0.00023450133,0.00053856405,0.0043906895,0.0011639489,0.0020456742,0.0007001881,0.00014830453],"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":[0.0010820086,0.0008436241,0.13396657,0.0009522947,0.00008674435,0.0012247692,0.59362036,0.004719048,0.025712512,0.025786297,0.0015748794,0.21043101],"study_design_scores_gemma":[0.000108374916,0.002082603,0.4777959,0.00070700067,0.00013322882,0.0009899479,0.40780947,0.0064542526,0.011772151,0.02724954,0.06454911,0.00034839887],"about_ca_topic_score_codex":0.03360597,"about_ca_topic_score_gemma":0.037632555,"teacher_disagreement_score":0.03360597,"about_ca_system_score_codex":0.0033652354,"about_ca_system_score_gemma":0.0018631739,"threshold_uncertainty_score":0.06682068},"labels":[],"label_agreement":null},{"id":"W4251626389","doi":"10.5539/jms.v7n1p139","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 7, No. 1","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Political science; Engineering ethics; Library science; Environmental ethics; Engineering; Philosophy; Computer science; Ecology; Biology","score_opus":0.012320738094216788,"score_gpt":0.2831462534171045,"score_spread":0.2708255153228877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251626389","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016427484,0.002879604,0.0009565755,0.19046131,0.8017831,0.00040964055,0.0005158456,0.00031886046,0.0025107805],"genre_scores_gemma":[0.006301247,0.008653389,0.003561814,0.26561487,0.65645826,0.0027835846,0.0014763626,0.0011522028,0.05399825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95375323,0.008848771,0.009408578,0.0031119157,0.022791028,0.0020865332],"domain_scores_gemma":[0.23296647,0.030966748,0.013196404,0.00528878,0.7086711,0.008910525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.035069972,0.0024864825,0.0049823998,0.007356596,0.0047073066,0.0083143115,0.0044097556,0.014741912,0.065654986],"category_scores_gemma":[0.44495365,0.0013343552,0.0039362297,0.00301276,0.0028180373,0.006778664,0.0040435335,0.011192999,0.039476387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028092758,0.0000043568443,0.000109855195,0.0004171711,0.000008224506,0.000080057755,0.000057065437,0.00000827946,0.00004684129,0.00014181221,0.9953957,0.003702403],"study_design_scores_gemma":[0.00012292035,0.000043038057,0.0010396386,0.0036736683,0.00007453996,0.0012284911,0.00060310296,0.00021450572,0.00027017435,0.0015103983,0.9910822,0.00013723929],"about_ca_topic_score_codex":0.003848572,"about_ca_topic_score_gemma":0.00752437,"teacher_disagreement_score":0.934345,"about_ca_system_score_codex":0.0053549265,"about_ca_system_score_gemma":0.011642856,"threshold_uncertainty_score":0.21963781},"labels":[],"label_agreement":null},{"id":"W4251827458","doi":"10.1007/978-3-319-94565-1_1","title":"Introduction","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave studies in sustainable business in association with Future Earth","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Procurement; Certification; Real estate; Business; Sustainable development; Investment (military); Sustainable design; Sustainable business; Architectural engineering; Environmental planning; Industrial organization; Engineering; Marketing; Sustainability; Finance; Economics; Management; Political science; Geography; Politics","score_opus":0.009590198082338382,"score_gpt":0.23476269288552473,"score_spread":0.22517249480318635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251827458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038004693,0.001611569,0.0033614708,0.0032329552,0.0042313784,0.00011610408,0.0020841463,0.0007503853,0.98423195],"genre_scores_gemma":[0.0014811072,0.0010531318,0.0011775949,0.0011919443,0.0005592922,0.00008140669,0.0016197615,0.00024228498,0.99259347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990646,0.0000992934,0.000032360378,0.00019311688,0.000500823,0.000109815264],"domain_scores_gemma":[0.998987,0.00013739594,0.00003338731,0.00015562557,0.00048786076,0.000198666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087933766,0.0008326791,0.00047478912,0.0016663333,0.0017030572,0.004818111,0.0016518908,0.0018584657,0.63011134],"category_scores_gemma":[0.0028529153,0.00028296164,0.0005227741,0.0014954545,0.00074164727,0.0029527575,0.0031784503,0.0018348082,0.5077628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028540424,0.00003577116,0.00014616048,0.00014581687,0.0000025488798,0.000059071182,0.00019718602,0.00010213948,0.0003507917,0.042514145,0.7781115,0.17830625],"study_design_scores_gemma":[0.0000014007873,0.000004285052,0.00006890786,0.000047191774,6.7736227e-7,0.000022610688,0.000045927223,0.000012978419,0.000055911787,0.0026935106,0.9970446,0.0000019310687],"about_ca_topic_score_codex":0.003202698,"about_ca_topic_score_gemma":0.004680758,"teacher_disagreement_score":0.63011134,"about_ca_system_score_codex":0.0015351905,"about_ca_system_score_gemma":0.0023777764,"threshold_uncertainty_score":0.52760124},"labels":[],"label_agreement":null},{"id":"W4252070243","doi":"10.32920/ryerson.14644293","title":"Evaluating the comparability of environmental product declarations for use as a decision-making tool for building designers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Centres of Excellence","keywords":"Comparability; Product (mathematics); Inclusion (mineral); Risk analysis (engineering); Engineering; Business; Psychology; Mathematics; Social psychology","score_opus":0.07741686185676928,"score_gpt":0.3736958474963612,"score_spread":0.29627898563959193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252070243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.832464,0.0010234175,0.113283284,0.0008971338,0.00042463365,0.0035610779,0.0029745123,0.0004189657,0.04495305],"genre_scores_gemma":[0.900418,0.00027211767,0.092588246,0.00013771276,0.00006934532,0.0027469601,0.0020459828,0.00017444986,0.001547225],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.75365925,0.16797848,0.023956435,0.008209207,0.044084266,0.0021123714],"domain_scores_gemma":[0.3021233,0.54906684,0.030354297,0.047861453,0.068917796,0.0016763287],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2476553,0.0007465624,0.0008317132,0.0111295935,0.0018754178,0.0080256825,0.002375149,0.0013763773,0.007270094],"category_scores_gemma":[0.54861706,0.00054409995,0.0015923512,0.009335953,0.0039253156,0.0077957646,0.006719583,0.0019795124,0.0010168334],"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":[0.007639391,0.0011587713,0.17440173,0.0046118633,0.0012477846,0.0004680587,0.1509482,0.008876723,0.010523856,0.045468293,0.004773361,0.5898819],"study_design_scores_gemma":[0.0014883186,0.010855518,0.44251952,0.0075661475,0.0014779351,0.00080465863,0.18929023,0.037231755,0.046747196,0.097167134,0.16376701,0.0010846417],"about_ca_topic_score_codex":0.0042984,"about_ca_topic_score_gemma":0.004786748,"teacher_disagreement_score":0.2476553,"about_ca_system_score_codex":0.004859679,"about_ca_system_score_gemma":0.0048958883,"threshold_uncertainty_score":0.92777497},"labels":[],"label_agreement":null},{"id":"W4252294360","doi":"10.5539/jsd.v11n6p269","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 6","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Library science; Geography; Philosophy; Computer science; Law","score_opus":0.014077665443243554,"score_gpt":0.25916735269529656,"score_spread":0.24508968725205302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252294360","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014755763,0.0025308763,0.0009261149,0.16640137,0.8261194,0.0004014197,0.00048106094,0.00033626697,0.0026558565],"genre_scores_gemma":[0.005178883,0.007834246,0.00296905,0.21408531,0.71222734,0.0021888227,0.001183311,0.000962627,0.053370457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96318096,0.006484266,0.007504909,0.0023763604,0.01880474,0.0016486978],"domain_scores_gemma":[0.26933727,0.028649209,0.013465625,0.0048001343,0.6751298,0.008618014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029854415,0.0024333228,0.0045565525,0.006685422,0.004308389,0.008249819,0.004349641,0.014616666,0.068241194],"category_scores_gemma":[0.387857,0.0013008479,0.003737266,0.0028142168,0.0027126987,0.006304881,0.003680484,0.011437791,0.03995476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030408353,0.000004337678,0.00009566366,0.00038388275,0.0000075174285,0.00007974572,0.000050267663,0.000008401539,0.00005035417,0.00012481463,0.995374,0.003790594],"study_design_scores_gemma":[0.000111237365,0.000040311832,0.0008512223,0.0028210662,0.000060908296,0.0011159721,0.00046209173,0.00019785209,0.0002701402,0.0011646004,0.99278826,0.00011652807],"about_ca_topic_score_codex":0.0033820006,"about_ca_topic_score_gemma":0.0058615445,"teacher_disagreement_score":0.068241194,"about_ca_system_score_codex":0.0047375606,"about_ca_system_score_gemma":0.009319852,"threshold_uncertainty_score":0.22828954},"labels":[],"label_agreement":null},{"id":"W4252443102","doi":"10.5539/jsd.v11n2p163","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 11, No. 2","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Geography; Philosophy; Law","score_opus":0.013852279749374386,"score_gpt":0.2589321808553379,"score_spread":0.24507990110596353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252443102","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014186934,0.002546649,0.0009029619,0.16079262,0.831733,0.00041483197,0.00047067384,0.00033911,0.002658198],"genre_scores_gemma":[0.005002677,0.0072554336,0.0027380167,0.2162663,0.7115085,0.002324486,0.0011293754,0.0010032599,0.052771933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96131307,0.0070270416,0.0076458654,0.0026190823,0.019621562,0.0017733811],"domain_scores_gemma":[0.26581404,0.029508509,0.013198807,0.0050652907,0.6777599,0.008653514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030992223,0.002627126,0.0048448094,0.007198046,0.004613319,0.008925912,0.0043657306,0.015187166,0.069488846],"category_scores_gemma":[0.3930893,0.0013982548,0.0037479585,0.0030059186,0.0028129166,0.0066979825,0.0038596492,0.011378674,0.039312318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029679188,0.000004245041,0.00008778051,0.00037147664,0.0000075390562,0.000077946825,0.000048766484,0.000008037462,0.0000488876,0.00011711755,0.99575716,0.003441451],"study_design_scores_gemma":[0.00012320634,0.00004108686,0.0008651689,0.0028295603,0.0000627341,0.0011429297,0.0004708512,0.00020095771,0.00027171822,0.0011693217,0.9927006,0.00012185599],"about_ca_topic_score_codex":0.003455229,"about_ca_topic_score_gemma":0.005904765,"teacher_disagreement_score":0.069488846,"about_ca_system_score_codex":0.0050156238,"about_ca_system_score_gemma":0.009873873,"threshold_uncertainty_score":0.23246336},"labels":[],"label_agreement":null},{"id":"W4253540691","doi":"10.32920/ryerson.14645958.v1","title":"Evaluating Performance of Southern Ontario Buildings Using Submetering data and Whole Building Modeling Results","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Occupancy; Energy consumption; Energy performance; Post-occupancy evaluation; Computer science; Architectural engineering; Value (mathematics); Process (computing); Energy (signal processing); Building design; Order (exchange); Civil engineering; Engineering; Business; Statistics; Mathematics; Machine learning","score_opus":0.11849821232888809,"score_gpt":0.32712551597824785,"score_spread":0.20862730364935977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253540691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943666,0.000029295968,0.00074137363,0.000021424643,0.0000012793963,0.000012348957,0.0014232391,0.00006822485,0.0033361306],"genre_scores_gemma":[0.9967206,0.000031264117,0.000729626,0.000002188048,5.247916e-7,0.000008575808,0.0015595049,0.000021027017,0.000926667],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994906,0.00007388556,0.00001939283,0.000086101165,0.00026004837,0.000069847316],"domain_scores_gemma":[0.99925965,0.00021431338,0.00006352334,0.00010388197,0.00029537617,0.00006328087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000602434,0.00059122243,0.00040845212,0.00051739573,0.00055620255,0.0008158712,0.00046325027,0.00028731363,0.0021531517],"category_scores_gemma":[0.0013907803,0.00022860126,0.00031034884,0.0012113808,0.0003678088,0.00043900663,0.00036942444,0.0001929444,0.0005961356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010628657,0.00027186054,0.3591569,0.00023711032,0.0001250887,0.00026788536,0.0018442096,0.54236895,0.017214462,0.001449338,0.00196455,0.074036844],"study_design_scores_gemma":[0.000033062854,0.00036324168,0.5799183,0.000023848279,0.00005302095,0.000039284725,0.0018106068,0.40148145,0.010966407,0.00036659124,0.0048633865,0.00008066284],"about_ca_topic_score_codex":0.7122073,"about_ca_topic_score_gemma":0.8542682,"teacher_disagreement_score":0.28779268,"about_ca_system_score_codex":0.005966219,"about_ca_system_score_gemma":0.0017833785,"threshold_uncertainty_score":0.5789751},"labels":[],"label_agreement":null},{"id":"W4254166773","doi":"10.32920/ryerson.14656863","title":"A Green Building Materials Assessment Tool For The Toronto Renovations Marketplace","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Mount Allison University","funders":"","keywords":"Toolbox; Confusion; Work (physics); Architectural engineering; Environmentally friendly; Environmental impact assessment; Resource (disambiguation); Reuse; Environmental economics; Business; Computer science; Risk analysis (engineering); Engineering; Waste management; Economics; Mechanical engineering","score_opus":0.016893011302972095,"score_gpt":0.2922920210946364,"score_spread":0.2753990097916643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254166773","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084238395,0.00046071294,0.65636957,0.0009029695,0.00012088933,0.0014722863,0.046892017,0.07669363,0.13284951],"genre_scores_gemma":[0.26122656,0.0006545883,0.64763045,0.0001583554,0.00003249869,0.0010131086,0.034537107,0.005531966,0.049215306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884355,0.00014940786,0.00006362224,0.000079784484,0.00080319005,0.000060450402],"domain_scores_gemma":[0.9978563,0.00088096445,0.00013849261,0.00025186688,0.0007572724,0.000115112634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018107702,0.0011894483,0.00044594624,0.004029522,0.00078839017,0.0025427276,0.0011162561,0.0006199524,0.028087048],"category_scores_gemma":[0.004478178,0.0006207772,0.0006706352,0.002165456,0.0004181901,0.00206918,0.0018486812,0.00054991164,0.0056603565],"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":[0.00049514166,0.00050248316,0.026080616,0.0012138049,0.00010826607,0.0011432575,0.0057751867,0.07441639,0.02228212,0.059487436,0.18398303,0.6245122],"study_design_scores_gemma":[0.000127749,0.0001571792,0.030854408,0.00046145314,0.00007440178,0.0006269355,0.0028185167,0.30482224,0.025112597,0.020242833,0.6143979,0.00030373954],"about_ca_topic_score_codex":0.107947424,"about_ca_topic_score_gemma":0.21206196,"teacher_disagreement_score":0.8920526,"about_ca_system_score_codex":0.0037240325,"about_ca_system_score_gemma":0.0045412225,"threshold_uncertainty_score":0.21463817},"labels":[],"label_agreement":null},{"id":"W4254622986","doi":"10.1002/9781119476627.app15","title":"Marika Frenette","year":2017,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Citation; Library science; Computer science","score_opus":0.008299541003351446,"score_gpt":0.22849399936665815,"score_spread":0.2201944583633067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254622986","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038745694,0.07696934,0.005195557,0.092266895,0.015606342,0.00009251884,0.00059577945,0.0007514,0.8046477],"genre_scores_gemma":[0.018126303,0.022283299,0.0023481515,0.010481072,0.0010328364,0.00005653923,0.00021016448,0.00035786003,0.9451039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914646,0.00011718425,0.000025764019,0.0002278226,0.0003626505,0.00012014135],"domain_scores_gemma":[0.99905056,0.00017188497,0.00005517559,0.00004213801,0.00037538994,0.00030484443],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072651106,0.0006966329,0.000348636,0.0014581701,0.0034152046,0.0040804124,0.0006364908,0.0015396087,0.06839346],"category_scores_gemma":[0.003278882,0.00031156433,0.00022741665,0.0006668373,0.0015564723,0.0026428027,0.0021307191,0.0021896583,0.03787027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017014858,0.000018718682,0.00045920888,0.00011664229,0.0000022558086,0.00018768526,0.00083747826,0.000087551365,0.0002445327,0.038726285,0.86805874,0.09124388],"study_design_scores_gemma":[6.281215e-7,0.0000021158019,0.00009115481,0.00006604798,5.127575e-7,0.00013248813,0.00014707033,0.000013015321,0.00006133277,0.00073017273,0.9987521,0.0000033304589],"about_ca_topic_score_codex":0.02555602,"about_ca_topic_score_gemma":0.05226435,"teacher_disagreement_score":0.93160653,"about_ca_system_score_codex":0.0034612834,"about_ca_system_score_gemma":0.0041561984,"threshold_uncertainty_score":0.22879893},"labels":[],"label_agreement":null},{"id":"W4256326057","doi":"10.32920/ryerson.14654754","title":"Towards Sustainability : Prioritizing Retrofit Options For Toronto's Single-Family Homes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Sciencetech (Canada); University of Toronto","funders":"","keywords":"Embodied energy; Ranking (information retrieval); Weighting; Sustainability; Estimator; Archetype; Stock (firearms); Environmental economics; Computer science; Architectural engineering; Econometrics; Engineering; Mathematics; Economics; Statistics; Artificial intelligence","score_opus":0.023386481978499834,"score_gpt":0.28095109113238687,"score_spread":0.257564609153887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256326057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406285,0.00054542546,0.04748842,0.000264096,0.0000116836845,0.0001725233,0.0005039877,0.00012316814,0.0102621345],"genre_scores_gemma":[0.97192264,0.00022096277,0.025710622,0.0000075190737,0.0000024475335,0.00002544315,0.00022402564,0.000016791768,0.0018695478],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.999385,0.00016927421,0.00002128081,0.000051780986,0.00028001107,0.00009263006],"domain_scores_gemma":[0.9995908,0.0001624242,0.000051621526,0.000021357131,0.00013908124,0.00003478208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010702295,0.0008125679,0.00042625298,0.0014414095,0.0005752751,0.001924178,0.00075112196,0.00025708706,0.0026848386],"category_scores_gemma":[0.0013884201,0.0002198561,0.0005064573,0.001446633,0.00045774053,0.0007065517,0.00056717725,0.0002587573,0.00013093537],"study_design_candidate":"observational","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":[0.00026018848,0.00010434283,0.06934892,0.00047174137,0.00015831087,0.00050383806,0.001053145,0.73688203,0.008119964,0.017203277,0.0014839083,0.16441047],"study_design_scores_gemma":[0.00004883768,0.0006291681,0.105689816,0.00020600353,0.00023007099,0.00021421348,0.009934992,0.8405354,0.017568551,0.011526898,0.013284079,0.00013195572],"about_ca_topic_score_codex":0.17879055,"about_ca_topic_score_gemma":0.48503092,"teacher_disagreement_score":0.82120943,"about_ca_system_score_codex":0.0059178756,"about_ca_system_score_gemma":0.003326294,"threshold_uncertainty_score":0.3554998},"labels":[],"label_agreement":null},{"id":"W4256515878","doi":"10.1897/1551-3793(2008)4[263:ioeenm]2.0.co;2","title":"Insulate or Exacerbate? Exploring Nutrient Masking of Contaminant Effects","year":2008,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Masking (illustration); Art; Literature","score_opus":0.016922944869125697,"score_gpt":0.2155686089228024,"score_spread":0.19864566405367673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256515878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903932,0.001250365,0.0030631318,0.00044368135,0.000022935681,0.00002378653,0.000077125704,0.000045160345,0.0046805283],"genre_scores_gemma":[0.9960945,0.00053134834,0.0024677895,0.00016486358,0.000009723811,0.00001098809,0.00003395284,0.000009755485,0.00067702314],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995555,0.00011957031,0.000019928593,0.00010943932,0.00009473099,0.000100795805],"domain_scores_gemma":[0.99935883,0.00024162036,0.00017702309,0.000090815265,0.000082013226,0.000049715698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000695716,0.0005274163,0.00065783295,0.00025087755,0.0005474148,0.001226948,0.00058664964,0.001163003,0.002233829],"category_scores_gemma":[0.0015535739,0.00047125207,0.000364511,0.00019900905,0.00064748555,0.0017560625,0.0015291293,0.00048330173,0.00024391981],"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":[0.0024849973,0.00027876507,0.05489899,0.0004001663,0.00023111186,0.0004883557,0.00044361802,0.006295292,0.8928037,0.0067583923,0.00027625987,0.034640294],"study_design_scores_gemma":[0.00020608217,0.0038689582,0.2520307,0.00019936013,0.0014805533,0.00165701,0.0044451244,0.03921795,0.6492078,0.030077344,0.017443318,0.0001657084],"about_ca_topic_score_codex":0.0046824003,"about_ca_topic_score_gemma":0.0074131293,"teacher_disagreement_score":0.0046824003,"about_ca_system_score_codex":0.0005403028,"about_ca_system_score_gemma":0.0015798212,"threshold_uncertainty_score":0.0093102455},"labels":[],"label_agreement":null},{"id":"W4280645179","doi":"10.1016/j.jobe.2022.104667","title":"Stakeholder studies of green buildings: A literature review","year":2022,"lang":"en","type":"review","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China; Youth Innovation Technology Project of Higher School in Shandong Province","keywords":"Architectural engineering; Stakeholder; Green building; Business; Engineering; Political science; Public relations","score_opus":0.07411144066747749,"score_gpt":0.3283013346836719,"score_spread":0.2541898940161944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280645179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034203334,0.9984738,0.00012683151,0.00045575856,0.00009207323,0.000022815097,0.00004180987,0.0000018111376,0.00044296842],"genre_scores_gemma":[0.003507986,0.995743,0.0002862104,0.0003085422,0.000043082473,0.000025074005,0.00003270136,0.0000015000705,0.000051929434],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99556607,0.0016655731,0.0011598031,0.0003725702,0.0010461383,0.00018984162],"domain_scores_gemma":[0.96269083,0.031363197,0.0022542651,0.0003415182,0.0029578495,0.00039228605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008851098,0.0011065033,0.0027165315,0.012974355,0.0008152828,0.0032160562,0.0014683477,0.002443997,0.004080207],"category_scores_gemma":[0.024049332,0.00072660355,0.0018250629,0.018281287,0.0012985744,0.0038304962,0.0020923554,0.0015331227,0.00040249157],"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":[0.00011325126,0.000112236055,0.0015016705,0.50056165,0.0009037828,0.00035826047,0.0015817547,0.00028343452,0.0004886917,0.0051940554,0.0113601675,0.47754106],"study_design_scores_gemma":[0.000038027814,0.000103308914,0.006070954,0.72772855,0.003465994,0.001003149,0.004065124,0.00012326254,0.00028909944,0.0029312468,0.25411692,0.00006439573],"about_ca_topic_score_codex":0.005985446,"about_ca_topic_score_gemma":0.020246508,"teacher_disagreement_score":0.012974355,"about_ca_system_score_codex":0.0026337248,"about_ca_system_score_gemma":0.011306092,"threshold_uncertainty_score":0.046809614},"labels":[],"label_agreement":null},{"id":"W4281486760","doi":"10.1007/978-981-19-0968-9_40","title":"Green and Sustainable Certifications for Existing Buildings, the Example of the Upgrading to Standards and Heritage Restoration of Montreal City Hall","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Certification; Architectural engineering; Green building; Sustainable design; Sustainable development; Efficient energy use; Town hall; Engineering; Civil engineering; Business; Environmental planning; Construction engineering; Sustainability; Environmental science; Political science; Public administration","score_opus":0.020832643874217575,"score_gpt":0.23893879532638715,"score_spread":0.21810615145216958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281486760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011015012,0.0060274624,0.0028962586,0.026038632,0.0014369811,0.00009872992,0.00024999247,0.00021244204,0.9520244],"genre_scores_gemma":[0.114110835,0.0025222693,0.0021351955,0.0016577799,0.0001411706,0.000024060544,0.00012919492,0.00008971732,0.8791898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952555,0.000056151763,0.000003853335,0.000039634164,0.000224831,0.00015008546],"domain_scores_gemma":[0.9997546,0.0000369092,0.000010068891,0.000017532911,0.00009234232,0.00008860569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053164444,0.00047478185,0.0001551002,0.0007029246,0.004909066,0.0037511184,0.001249944,0.0013806538,0.022480771],"category_scores_gemma":[0.0010083416,0.00026647202,0.00031488435,0.000992911,0.0029588465,0.0010579792,0.0009987868,0.0019741904,0.0015247377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018073782,0.000051631338,0.00090375554,0.00006819699,0.000004414218,0.00040088326,0.0028270779,0.0012045259,0.00074559054,0.35701218,0.5390847,0.09767896],"study_design_scores_gemma":[0.0000060819566,0.000012550187,0.004423353,0.00005936416,0.0000025792172,0.00007198089,0.0018749136,0.00047399383,0.00027458114,0.008295429,0.9844864,0.000018861294],"about_ca_topic_score_codex":0.85091245,"about_ca_topic_score_gemma":0.96924376,"teacher_disagreement_score":0.14908755,"about_ca_system_score_codex":0.022042736,"about_ca_system_score_gemma":0.02213513,"threshold_uncertainty_score":0.29993105},"labels":[],"label_agreement":null},{"id":"W4281622867","doi":"10.18280/ijsdp.170302","title":"Barriers to Green Implementation in Highway Construction in Cambodia: Identification of Root Causes","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kasetsart University","keywords":"Identification (biology); Transport engineering; Root (linguistics); Environmental planning; Civil engineering; Business; Environmental science; Construction engineering; Forensic engineering; Engineering","score_opus":0.008784894299629047,"score_gpt":0.26700936293954436,"score_spread":0.2582244686399153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281622867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778616,0.0002061326,0.00021223363,0.00033618676,0.0000027132178,0.000047906808,0.00003308063,0.000001982783,0.0013736191],"genre_scores_gemma":[0.9993685,0.00019373075,0.00016365576,0.000019281128,6.553511e-7,0.000020555779,0.00002137789,8.83474e-7,0.00021131038],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977617,0.00067141734,0.00019950522,0.00015583365,0.0005139474,0.0006975892],"domain_scores_gemma":[0.9905342,0.0045714485,0.003024077,0.00023223636,0.0011637682,0.0004743033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002486311,0.00032820232,0.00032835192,0.0013777799,0.0016756337,0.0016263168,0.00063507626,0.00061842275,0.0024815588],"category_scores_gemma":[0.008458159,0.00038020243,0.00029763507,0.0016860154,0.0016284117,0.0014084231,0.0022940265,0.0009498698,0.00009967488],"study_design_candidate":"qualitative","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":[0.00012207241,0.00020196462,0.863063,0.001080292,0.000054368043,0.0018331655,0.08753141,0.0013892566,0.0024161364,0.0044581243,0.0006042415,0.03724599],"study_design_scores_gemma":[0.000004332214,0.00007034026,0.8956151,0.0005293255,0.00002481463,0.00025610768,0.098673835,0.0011152121,0.00069078745,0.00039702878,0.0026030757,0.000020002326],"about_ca_topic_score_codex":0.06657947,"about_ca_topic_score_gemma":0.103578426,"teacher_disagreement_score":0.06657947,"about_ca_system_score_codex":0.005639927,"about_ca_system_score_gemma":0.006199115,"threshold_uncertainty_score":0.13238382},"labels":[],"label_agreement":null},{"id":"W4281730063","doi":"10.1007/978-981-19-0503-2_14","title":"Masonry Construction as a Solution for Healthy and Resilient Buildings: A Life Cycle Thinking Based Evaluation","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Masonry; Engineering; Sustainability; Life-cycle assessment; Context (archaeology); Civil engineering; Reuse; Architectural engineering; Green building; Built environment; Boundary (topology); Construction industry; Resource (disambiguation); Construction engineering; Waste management; Computer science; Production (economics)","score_opus":0.010767046614164378,"score_gpt":0.2501617776238062,"score_spread":0.23939473100964181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281730063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8154434,0.001143018,0.03651681,0.0007282446,0.00006899055,0.0012891006,0.00036368953,0.00010544228,0.14434133],"genre_scores_gemma":[0.9371518,0.0007279886,0.04468622,0.0000977557,0.000008893591,0.0004175381,0.00030933155,0.000037510395,0.016562806],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99642485,0.0019676005,0.000057243218,0.0001073599,0.0012511208,0.00019182461],"domain_scores_gemma":[0.997912,0.0010666566,0.00015624375,0.000096479554,0.00062846375,0.000140222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030099642,0.00061488175,0.0003145753,0.0016264614,0.00069730607,0.0024588678,0.00087115774,0.00093307596,0.0059498283],"category_scores_gemma":[0.0042162524,0.00017244309,0.00040974535,0.0013655338,0.0011610681,0.0014709185,0.0010490622,0.0005667917,0.0005156278],"study_design_candidate":"theoretical_or_conceptual","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":[0.0019060648,0.004171099,0.022347689,0.0012939367,0.00014152087,0.00023023829,0.008601851,0.08135866,0.018883303,0.14346892,0.008143875,0.70945287],"study_design_scores_gemma":[0.0006355672,0.03157349,0.10995604,0.0020120007,0.0008239025,0.0007497054,0.06560076,0.40207338,0.087920375,0.12875026,0.16954832,0.00035618103],"about_ca_topic_score_codex":0.0029366575,"about_ca_topic_score_gemma":0.008222208,"teacher_disagreement_score":0.0059498283,"about_ca_system_score_codex":0.003325197,"about_ca_system_score_gemma":0.0023128353,"threshold_uncertainty_score":0.024126112},"labels":[],"label_agreement":null},{"id":"W4282590015","doi":"10.3390/su14127071","title":"Public Policy and Incentives for Socially Responsible New Business Models in Market-Driven Real Estate to Build Green Projects","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Real estate; Real estate development; Corporate Real Estate; Stakeholder; Business; Incentive; Business case; Marketing; Process management; Finance; Economics; Management","score_opus":0.027331417899505706,"score_gpt":0.28385380295910106,"score_spread":0.25652238505959535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282590015","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15285055,0.0010171364,0.061016776,0.102449946,0.00036555604,0.0007062497,0.00010860541,0.00024632053,0.6812389],"genre_scores_gemma":[0.9716313,0.0002450172,0.0066950223,0.003045413,0.00005431096,0.00025581373,0.000023224753,0.000031658554,0.018018257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9832628,0.009789871,0.00037077483,0.0010721833,0.0026302796,0.002874109],"domain_scores_gemma":[0.98081505,0.010832627,0.0017788555,0.0016344584,0.0021532744,0.002785819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018475646,0.00035963976,0.00023298986,0.0012734308,0.004798661,0.014992009,0.0018590488,0.008908596,0.016099619],"category_scores_gemma":[0.026512217,0.00058270193,0.0008607448,0.00088166574,0.009155951,0.008491151,0.01001167,0.0052858773,0.0012680758],"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":[0.000025994465,0.00021316545,0.0015645609,0.000064486616,0.00001001295,0.00017036477,0.0016493584,0.0040382086,0.0004423522,0.9762798,0.004465201,0.011076369],"study_design_scores_gemma":[0.00017302057,0.00018268898,0.0063550635,0.00071396824,0.000048942187,0.00017837073,0.0086447485,0.019827412,0.0016913904,0.6895502,0.27253264,0.00010161814],"about_ca_topic_score_codex":0.011708825,"about_ca_topic_score_gemma":0.021803392,"teacher_disagreement_score":0.018475646,"about_ca_system_score_codex":0.014766152,"about_ca_system_score_gemma":0.029461773,"threshold_uncertainty_score":0.10713643},"labels":[],"label_agreement":null},{"id":"W4283653053","doi":"10.1139/cjfr-2022-0108","title":"Citizen beliefs concerning wood as a construction material under extreme weather events","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Strategic Research Council","keywords":"Extreme weather; Climate change; Seriousness; Greenhouse gas; Exploratory research; Environmental science; Built environment; Environmental resource management; Architectural engineering; Engineering; Political science; Ecology; Sociology; Civil engineering","score_opus":0.04771389590003349,"score_gpt":0.2912662108469594,"score_spread":0.24355231494692592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283653053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970686,0.000056797537,0.00020132826,0.00022029581,0.0000031690724,0.0000036810227,0.000020710268,0.0000012077985,0.0024242294],"genre_scores_gemma":[0.9994148,0.00010226428,0.00011560357,0.000059149916,0.0000025799968,0.0000024545875,0.000028532359,9.3440485e-7,0.00027363846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919707,0.0003128853,0.000039344868,0.00006752379,0.00022993311,0.00015335555],"domain_scores_gemma":[0.997439,0.0010464415,0.0006781022,0.00014983158,0.0004287888,0.00025776532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015564153,0.0001529498,0.00016616075,0.00044308917,0.0007694949,0.001934181,0.00019453432,0.00066807837,0.0016814828],"category_scores_gemma":[0.003213561,0.00013106603,0.00028280306,0.00042536628,0.0014153267,0.0009267764,0.0007791696,0.00073377875,0.00017554041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002668905,0.00022545125,0.8443643,0.00019147636,0.00009249828,0.0009196283,0.11008072,0.0006714706,0.005781457,0.002654744,0.0010305936,0.033720784],"study_design_scores_gemma":[0.000012412046,0.00035857438,0.746804,0.0002179576,0.000092747156,0.00060024404,0.23561174,0.0010655669,0.0012941416,0.0014957073,0.012389518,0.000057388017],"about_ca_topic_score_codex":0.012715749,"about_ca_topic_score_gemma":0.023815593,"teacher_disagreement_score":0.98728424,"about_ca_system_score_codex":0.0007742355,"about_ca_system_score_gemma":0.0005527531,"threshold_uncertainty_score":0.025283515},"labels":[],"label_agreement":null},{"id":"W4283833163","doi":"10.1088/1755-1315/1026/1/012059","title":"LEED’s Contribution to the United Nations’ Sustainable Development Goals","year":2022,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","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":"HEC Montréal; Concordia University","funders":"","keywords":"Transformative learning; Sustainable development; Environmental economics; Green building; Consumption (sociology); Work (physics); Content analysis; Sustainable consumption; Business; Political science; Architectural engineering; Economics; Engineering; Sociology; Production (economics); Social science; Law","score_opus":0.008721324762993232,"score_gpt":0.20027036406837967,"score_spread":0.19154903930538644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283833163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11529051,0.001739066,0.0053731548,0.035924308,0.0016331251,0.00033825473,0.0034396586,0.00029828306,0.83596355],"genre_scores_gemma":[0.86732733,0.0020130943,0.020855201,0.0041262247,0.00020049294,0.0003840552,0.004957811,0.00022629132,0.09990956],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9914316,0.002993801,0.00036323894,0.00028828662,0.0041789296,0.0007442773],"domain_scores_gemma":[0.98967385,0.0033207347,0.0005429368,0.0011380569,0.003620188,0.0017042411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009013927,0.00033951327,0.00021974166,0.002368401,0.0015470571,0.0040466455,0.0006410198,0.00087420153,0.013703721],"category_scores_gemma":[0.019165987,0.00013544469,0.00034093,0.0026897832,0.0016827167,0.0019134387,0.0061480366,0.0013025749,0.002011749],"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":[0.00017060504,0.00029477626,0.06220221,0.0007256504,0.000033288838,0.000752865,0.012984497,0.001204019,0.0012405167,0.1559782,0.32031035,0.44410297],"study_design_scores_gemma":[0.000009309696,0.000076925964,0.03230717,0.0005075983,0.000012088614,0.00026775055,0.011252714,0.0005358298,0.0014832733,0.013290473,0.94020504,0.000051757124],"about_ca_topic_score_codex":0.010382433,"about_ca_topic_score_gemma":0.012359704,"teacher_disagreement_score":0.013703721,"about_ca_system_score_codex":0.0043630116,"about_ca_system_score_gemma":0.0078049395,"threshold_uncertainty_score":0.047670722},"labels":[],"label_agreement":null},{"id":"W4285464380","doi":"10.32920/ryerson.14661111.v1","title":"Ontario's public infrastructure : adapting to climate change","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pace; Adaptation (eye); Portfolio; Climate change; Face (sociological concept); Climate change adaptation; Process management; Environmental resource management; Business; Environmental planning; Risk analysis (engineering); Finance; Economics; Geography; Sociology","score_opus":0.040499143175256005,"score_gpt":0.24616732424544988,"score_spread":0.20566818107019386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285464380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26905355,0.0021877864,0.023202343,0.02113178,0.00015472305,0.00023664783,0.0028788229,0.0004898059,0.6806644],"genre_scores_gemma":[0.840513,0.0027234044,0.01632981,0.0003623939,0.000024022513,0.00007257305,0.00092768145,0.00012403922,0.13892302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931514,0.000064965425,0.000013039509,0.000049440245,0.00038194025,0.00017556781],"domain_scores_gemma":[0.9995245,0.000052077252,0.000033727978,0.000048101752,0.00022964482,0.000112018075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005260575,0.00017047634,0.00011005389,0.0005146401,0.003841071,0.003143426,0.00062687043,0.0006642928,0.007063755],"category_scores_gemma":[0.0013446509,0.0001761489,0.00018242383,0.001558634,0.0013527843,0.0011734796,0.0012147531,0.00038943472,0.0005743664],"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":[0.00015257699,0.00009022102,0.04608574,0.00048285042,0.000042225256,0.0011717986,0.013691152,0.038861282,0.006203084,0.39677483,0.1514335,0.34501073],"study_design_scores_gemma":[0.000015008418,0.000035453395,0.07051083,0.00016714394,0.00003628093,0.0002377702,0.0158818,0.01786673,0.0028195884,0.026734034,0.865631,0.00006451689],"about_ca_topic_score_codex":0.9644065,"about_ca_topic_score_gemma":0.98941845,"teacher_disagreement_score":0.03559351,"about_ca_system_score_codex":0.034958214,"about_ca_system_score_gemma":0.043404203,"threshold_uncertainty_score":0.25364077},"labels":[],"label_agreement":null},{"id":"W4285796890","doi":"10.3390/su14148808","title":"Green Building Contractors 2025: Analyzing and Forecasting Green Building Contractors’ Market Trends in the US","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"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":"Revenue; Carbon footprint; Market share; Green building; Population; Business; Marketing; Transport engineering; Engineering; Environmental economics; Industrial organization; Finance; Economics; Architectural engineering; Greenhouse gas","score_opus":0.01433242365012236,"score_gpt":0.260833234484837,"score_spread":0.24650081083471462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285796890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990906,0.000112753914,0.00045665403,0.00014321505,0.000006621438,0.000018937575,0.006487506,0.000037784834,0.0018306208],"genre_scores_gemma":[0.9845397,0.00019242974,0.0011637338,0.00003040975,0.000010622404,0.000021655158,0.013075517,0.000008877873,0.0009569528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967647,0.00005382573,0.000027434606,0.000047593083,0.00013866337,0.00005598031],"domain_scores_gemma":[0.998713,0.00037942507,0.00034547359,0.000061905426,0.0003626858,0.00013754924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008823575,0.0002519231,0.00016825505,0.0022834667,0.00020205622,0.00085660844,0.00031569082,0.00042225947,0.0010668921],"category_scores_gemma":[0.002432163,0.0000940367,0.00029457605,0.003124483,0.00013060593,0.0007005155,0.0003739038,0.0004277841,0.00039124113],"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":[0.00018329216,0.00038455808,0.91249764,0.000053712116,0.000059140602,0.0002786754,0.00033812982,0.031545673,0.0007888656,0.0016300017,0.011202801,0.041037478],"study_design_scores_gemma":[0.000011940421,0.00016400547,0.69814163,0.000031788393,0.000025415678,0.000097075,0.0018374171,0.2878586,0.0012218936,0.0006043283,0.009976597,0.000029247522],"about_ca_topic_score_codex":0.10446628,"about_ca_topic_score_gemma":0.10341871,"teacher_disagreement_score":0.10446628,"about_ca_system_score_codex":0.0009978471,"about_ca_system_score_gemma":0.0007621341,"threshold_uncertainty_score":0.20771646},"labels":[],"label_agreement":null},{"id":"W4285891544","doi":"10.5539/jsd.v15n5p1","title":"Comparative Sustainability Assessment: Rome, Italy and São Paulo, Brazil","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Metropolitan area; Ranking (information retrieval); Geography; Population; Regional science; Sociology; Demography; Archaeology; Computer science; Ecology","score_opus":0.010372268024393486,"score_gpt":0.2666871463912962,"score_spread":0.2563148783669027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285891544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7958096,0.015922436,0.0068691648,0.004077993,0.00010317079,0.0005924431,0.0040244446,0.00009053169,0.17251015],"genre_scores_gemma":[0.9832192,0.0030133822,0.006632625,0.00010488814,0.000019433985,0.00018322097,0.0010474205,0.00001614995,0.00576369],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891174,0.00041564592,0.000053595406,0.000106243366,0.0003834694,0.00012931968],"domain_scores_gemma":[0.99864036,0.00046764518,0.0002273574,0.000078709934,0.00045912218,0.00012669402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023794465,0.0002782598,0.00022890007,0.004030979,0.000885399,0.0015062619,0.000313271,0.00036344162,0.0031069475],"category_scores_gemma":[0.004220619,0.00016591598,0.0003373419,0.009548403,0.0009031434,0.0010326628,0.0011201703,0.00022838515,0.00015924576],"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":[0.00029071092,0.00033489513,0.2875487,0.0033916817,0.00027580908,0.0021618123,0.035298448,0.007697804,0.0051744008,0.14884692,0.024499835,0.484479],"study_design_scores_gemma":[0.000025817173,0.00024680153,0.7419541,0.0012597643,0.000111346075,0.00062639604,0.048270706,0.0027582303,0.0012543079,0.0048963334,0.19855829,0.00003785665],"about_ca_topic_score_codex":0.09496363,"about_ca_topic_score_gemma":0.2527643,"teacher_disagreement_score":0.09496363,"about_ca_system_score_codex":0.0062794853,"about_ca_system_score_gemma":0.0053708614,"threshold_uncertainty_score":0.1888218},"labels":[],"label_agreement":null},{"id":"W4288033479","doi":"10.18280/ijsdp.170424","title":"Suitability of Green City Criteria (LEED) According to the Egyptian Special Environmental Characteristics","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Environmental planning; Geography; Sustainable development; Environmental resource management; Population; Business; Environmental protection; Environmental science; Ecology","score_opus":0.013491259172353772,"score_gpt":0.24544807681483044,"score_spread":0.23195681764247666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288033479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7668415,0.0007048555,0.06234519,0.000888033,0.0001167918,0.0013455013,0.0036072286,0.00036733688,0.16378345],"genre_scores_gemma":[0.97004277,0.00018436178,0.02269616,0.000050205785,0.0000101852065,0.000374616,0.0011458572,0.000032143773,0.0054636495],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975643,0.00055251067,0.00028119603,0.00015618396,0.0010721736,0.00037352776],"domain_scores_gemma":[0.9969625,0.0006283593,0.00034247138,0.00016439779,0.0016233141,0.0002789328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020783362,0.0007413893,0.00042802887,0.0061325007,0.0013693671,0.0032482923,0.00065692136,0.000615427,0.005724099],"category_scores_gemma":[0.0053441687,0.00015871413,0.00093299325,0.0052641346,0.0011199638,0.001247274,0.0021780906,0.0004660362,0.0006652016],"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":[0.0009261317,0.00052805844,0.47859564,0.0016022186,0.0004659106,0.0019152891,0.0063045723,0.06457897,0.011532119,0.07135652,0.028982883,0.33321163],"study_design_scores_gemma":[0.00019651228,0.0011415317,0.57622755,0.0007398339,0.00047140982,0.0013563376,0.047308702,0.13927335,0.019651173,0.057378914,0.15575285,0.00050175044],"about_ca_topic_score_codex":0.012973842,"about_ca_topic_score_gemma":0.025321187,"teacher_disagreement_score":0.012973842,"about_ca_system_score_codex":0.0031131567,"about_ca_system_score_gemma":0.0027285276,"threshold_uncertainty_score":0.025796652},"labels":[],"label_agreement":null},{"id":"W4288033569","doi":"10.18280/ijsdp.170417","title":"Barriers to Applying the Eco-System Resilience Approach as a Tool to Achieve a Sustainable Built Environment in Amman, Jordan","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Sustainable development; Business; Sustainability; Environmental planning; Environmental resource management; Process management; Built environment; Key (lock); Computer science; Architectural engineering; Engineering; Civil engineering; Political science; Geography; Environmental science; Computer security","score_opus":0.008380706105617048,"score_gpt":0.22879506804478478,"score_spread":0.22041436193916772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288033569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93451065,0.0013097938,0.002609111,0.011912832,0.000040984665,0.00015571647,0.000045445046,0.000027719581,0.049387705],"genre_scores_gemma":[0.99369603,0.0006374576,0.0015685007,0.00035374577,0.000004474794,0.000053155032,0.000017171216,0.0000068433833,0.003662589],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965874,0.0018312808,0.000197596,0.0001444863,0.000702089,0.0005371032],"domain_scores_gemma":[0.9967362,0.0012626526,0.0005224015,0.00011591199,0.0008961193,0.00046663603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004720602,0.00022068292,0.00015461042,0.00048038925,0.003755084,0.003829579,0.0008930741,0.0007257917,0.0034596238],"category_scores_gemma":[0.004699175,0.00018246663,0.00016212772,0.00077639695,0.0025207635,0.0018007049,0.0035341529,0.00087858015,0.00030411273],"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":[0.00021325472,0.0004962049,0.11232186,0.0022132432,0.000062440165,0.0056132013,0.45640057,0.005424102,0.0056125694,0.15986836,0.0184102,0.23336394],"study_design_scores_gemma":[0.000012690265,0.00015748943,0.03535375,0.0009199454,0.000027269602,0.000738512,0.78396493,0.001732839,0.0026914543,0.009988376,0.16436946,0.000043319178],"about_ca_topic_score_codex":0.008038171,"about_ca_topic_score_gemma":0.016506527,"teacher_disagreement_score":0.008038171,"about_ca_system_score_codex":0.005076002,"about_ca_system_score_gemma":0.016303785,"threshold_uncertainty_score":0.036829174},"labels":[],"label_agreement":null},{"id":"W4291123549","doi":"10.3390/su14169955","title":"An Integrated Fuzzy-Based Sustainability Framework for Post-Secondary Educational Buildings: A User-Perspective Approach","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sustainability; Work (physics); Process (computing); Fuzzy logic; Field (mathematics); Perspective (graphical); Scale (ratio); Facility management; Computer science; Knowledge management; Architectural engineering; Engineering; Business; Marketing; Artificial intelligence; Geography","score_opus":0.007446457523854924,"score_gpt":0.28295958121445314,"score_spread":0.2755131236905982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291123549","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08660006,0.00038512575,0.8764763,0.0011003726,0.000042886983,0.00036012725,0.00034724642,0.0001719584,0.034515973],"genre_scores_gemma":[0.7505184,0.00030486507,0.24596627,0.00007141103,0.000014247338,0.00033316258,0.00019715412,0.000012506872,0.0025820013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991455,0.0003899137,0.000052634186,0.00008924869,0.00024952312,0.00007317303],"domain_scores_gemma":[0.9993594,0.00024162514,0.00006924069,0.000028006172,0.00025029044,0.000051402585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019451939,0.0006365818,0.0002939695,0.0025539766,0.0008213115,0.002140959,0.0009268699,0.00066988845,0.0024403667],"category_scores_gemma":[0.0015756898,0.00021904132,0.0009346941,0.0015206207,0.0009972636,0.0014766945,0.0009531788,0.0006279228,0.0002682702],"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":[0.00014613461,0.00051227433,0.022933016,0.0007825802,0.00017754654,0.0012324072,0.010650828,0.2692089,0.011374965,0.49380523,0.00380804,0.18536818],"study_design_scores_gemma":[0.00003253229,0.00028197496,0.013012118,0.00043317978,0.000105760475,0.00041813104,0.011860758,0.8036639,0.0027779413,0.12902226,0.038300868,0.00009062337],"about_ca_topic_score_codex":0.014103671,"about_ca_topic_score_gemma":0.023324274,"teacher_disagreement_score":0.014103671,"about_ca_system_score_codex":0.002723212,"about_ca_system_score_gemma":0.0021062002,"threshold_uncertainty_score":0.02804315},"labels":[],"label_agreement":null},{"id":"W4292548572","doi":"10.3390/buildings12081271","title":"Evaluating Life-Cycle Energy Costs of Heritage Buildings","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cronbach's alpha; Energy consumption; Reliability (semiconductor); Consumption (sociology); Operations management; Sustainability; Environmental economics; Life-cycle assessment; Life-cycle cost analysis; Energy (signal processing); Engineering; Architectural engineering; Reliability engineering; Business; Production (economics); Economics; Marketing; Mathematics; Statistics","score_opus":0.016321989832323264,"score_gpt":0.2683689312568151,"score_spread":0.25204694142449185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292548572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97767514,0.00043040476,0.01212965,0.000061430634,0.000008987093,0.0002337028,0.0009515166,0.000022792023,0.008486342],"genre_scores_gemma":[0.9914125,0.00024137992,0.006271975,0.0000053739313,0.0000022175354,0.00010385791,0.00086938764,0.00001338353,0.0010798535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9980452,0.00062909216,0.00012275869,0.00009309742,0.0009221595,0.00018756975],"domain_scores_gemma":[0.99542725,0.0024828298,0.0005808523,0.00022337552,0.0011489404,0.00013670152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002601235,0.0006203525,0.00038318403,0.0038831814,0.00036573067,0.0015608661,0.00063760433,0.00043353747,0.0015360249],"category_scores_gemma":[0.00813381,0.00032808905,0.0008434509,0.003972572,0.0003459293,0.001497061,0.00060091633,0.00027361288,0.00019396812],"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":[0.0006592744,0.00045242373,0.21898611,0.00051426253,0.0003881374,0.00039600662,0.00069222844,0.6107914,0.005496207,0.011054554,0.0008048405,0.14976446],"study_design_scores_gemma":[0.000037293823,0.0014658304,0.3818108,0.00019779617,0.0003271031,0.00038497787,0.0045061023,0.58072007,0.014568884,0.007001013,0.008786,0.00019406666],"about_ca_topic_score_codex":0.0369855,"about_ca_topic_score_gemma":0.06859785,"teacher_disagreement_score":0.0369855,"about_ca_system_score_codex":0.006390851,"about_ca_system_score_gemma":0.0022904563,"threshold_uncertainty_score":0.07354045},"labels":[],"label_agreement":null},{"id":"W4293225744","doi":"10.21203/rs.3.rs-1315967/v1","title":"Co-Creating Cultures of Sustainability and Co-Imagining the Teaching Green Building: The Use of a Participatory Photovoice Process in a HPGB Context","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Photovoice; Sustainability; Empowerment; Context (archaeology); Thematic analysis; Citizen journalism; Participatory action research; Green infrastructure; Public relations; Exhibition; Green building; Business; Architectural engineering; Political science; Environmental planning; Sociology; Engineering; Qualitative research; Geography; Economic growth; Ecology; Social science","score_opus":0.10326463535313998,"score_gpt":0.4428348847472546,"score_spread":0.3395702493941146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293225744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7763164,0.00027165984,0.07676019,0.0045931875,0.00012435205,0.00074942625,0.00006544636,0.00017910998,0.14094023],"genre_scores_gemma":[0.9666158,0.00010152588,0.02238302,0.00020083616,0.0000116030105,0.0003422521,0.000018451366,0.00007861378,0.01024796],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98762697,0.010266468,0.00010039157,0.0006727711,0.00072633027,0.00060712197],"domain_scores_gemma":[0.9827068,0.014161775,0.00034460914,0.0014038086,0.0004752188,0.0009076835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013234629,0.00057505496,0.000323071,0.0007432972,0.008234544,0.0075221593,0.001448083,0.0021743546,0.0072096074],"category_scores_gemma":[0.0137935225,0.00049271726,0.00035380232,0.0006612372,0.012500708,0.005313783,0.012628094,0.0022976669,0.0006382114],"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":[0.00020297468,0.0005283078,0.0022886998,0.0002679146,0.000015616943,0.0006528533,0.8541013,0.0010158588,0.008844294,0.07018195,0.001555272,0.060344934],"study_design_scores_gemma":[0.00026320017,0.00053445215,0.0053733382,0.0005048997,0.000046376757,0.0007443703,0.7477536,0.004515706,0.018161284,0.07223001,0.14976504,0.00010768255],"about_ca_topic_score_codex":0.0052096,"about_ca_topic_score_gemma":0.0112725925,"teacher_disagreement_score":0.013234629,"about_ca_system_score_codex":0.0026187617,"about_ca_system_score_gemma":0.00514655,"threshold_uncertainty_score":0.069992244},"labels":[],"label_agreement":null},{"id":"W4293530473","doi":"10.3390/en15176253","title":"Techniques of Improving Infrastructure and Energy Resilience in Urban Setting","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; University of Calgary","funders":"","keywords":"Resilience (materials science); Unavailability; Vulnerability (computing); Work (physics); Sustainability; Environmental economics; Scale (ratio); Population; Electricity; Energy (signal processing); Business; Civil engineering; Environmental resource management; Computer science; Engineering; Environmental science; Reliability engineering; Geography; Computer security; Economics","score_opus":0.002439694289763077,"score_gpt":0.19188887106242689,"score_spread":0.18944917677266382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293530473","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06259959,0.0003348963,0.9238447,0.00036008694,0.000039297476,0.00012555074,0.00007842107,0.00095766556,0.011659844],"genre_scores_gemma":[0.7491149,0.00037884823,0.24678889,0.00006215546,0.00002603,0.00013615638,0.00008860396,0.00010311876,0.003301316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952996,0.0001567253,0.000017494971,0.00008992443,0.00011875676,0.00008706853],"domain_scores_gemma":[0.9991605,0.00033087944,0.00014338801,0.00023369274,0.000093384035,0.00003812256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006512291,0.00069937814,0.00043044589,0.0013854073,0.000731387,0.00069596793,0.0008457603,0.00047828158,0.0031630124],"category_scores_gemma":[0.0019849676,0.0003031508,0.0006904464,0.0010791838,0.00094804436,0.0013282911,0.0021022013,0.00064186746,0.00054054405],"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":[0.00015941868,0.00021008436,0.0053291987,0.00030522453,0.0001115608,0.0006488653,0.0007623026,0.5517592,0.038946077,0.12175469,0.0026997987,0.27731356],"study_design_scores_gemma":[0.00003981553,0.0004244113,0.004725606,0.00010075073,0.00011087328,0.00090337486,0.0011768618,0.8313131,0.04451022,0.09221641,0.024378128,0.00010049011],"about_ca_topic_score_codex":0.0014531921,"about_ca_topic_score_gemma":0.0017606759,"teacher_disagreement_score":0.0031630124,"about_ca_system_score_codex":0.00056078454,"about_ca_system_score_gemma":0.0005573144,"threshold_uncertainty_score":0.010581315},"labels":[],"label_agreement":null},{"id":"W4294643518","doi":"10.1186/s42055-022-00047-y","title":"Co-creating cultures of sustainability and co-imagining the teaching green building: the use of a participatory Photovoice process in a HPGB context","year":2022,"lang":"en","type":"article","venue":"Sustainable Earth Reviews","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Wilfrid Laurier University","funders":"Government of Ontario; Federation for the Humanities and Social Sciences","keywords":"Photovoice; Sustainability; Context (archaeology); Process (computing); Citizen journalism; Sociology; Engineering ethics; Process management; Architectural engineering; Business; Engineering; Computer science; Visual arts; Art; Geography; Ecology; World Wide Web","score_opus":0.04551555272965691,"score_gpt":0.33848455614242534,"score_spread":0.29296900341276844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294643518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575971,0.00018443911,0.011576486,0.0024283447,0.00006796838,0.0011833479,0.000054748405,0.000068841095,0.026838815],"genre_scores_gemma":[0.98390514,0.00016233364,0.009244356,0.00038892488,0.000017727481,0.00072595634,0.000024798417,0.000047081845,0.0054837163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98228675,0.014343964,0.0001606264,0.000866714,0.0008079965,0.001533969],"domain_scores_gemma":[0.9775194,0.016673371,0.0007284803,0.0016893031,0.0009867445,0.0024027154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020809531,0.0008013509,0.00052025163,0.001254457,0.015864007,0.005330683,0.0020974951,0.0018851857,0.005338519],"category_scores_gemma":[0.016531937,0.0005466497,0.00055062264,0.00087950984,0.020514097,0.0035592434,0.013236617,0.0029430056,0.00050889957],"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":[0.000070077265,0.00022692434,0.0020027875,0.00013449414,0.000004789492,0.0005740819,0.9791296,0.00014059692,0.0017151168,0.002926577,0.0005593756,0.01251546],"study_design_scores_gemma":[0.00007729163,0.00025271872,0.003585622,0.00025563504,0.000012143752,0.00026875536,0.9540277,0.0004879785,0.0018936237,0.0030946182,0.036001854,0.00004207021],"about_ca_topic_score_codex":0.034541704,"about_ca_topic_score_gemma":0.09012593,"teacher_disagreement_score":0.034541704,"about_ca_system_score_codex":0.0070041767,"about_ca_system_score_gemma":0.0109365955,"threshold_uncertainty_score":0.110052645},"labels":[],"label_agreement":null},{"id":"W4295598720","doi":"10.3390/en15186631","title":"Innovation in Green Building Sector for Sustainable Future","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Scope (computer science); Sustainable development; Work (physics); Environmental economics; Business; Sustainability; Productivity; Natural resource; Efficient energy use; Sustainable design; Environmental planning; Environmental resource management; Risk analysis (engineering); Engineering; Computer science; Economics; Economic growth; Environmental science","score_opus":0.009097984293709624,"score_gpt":0.2320797975359635,"score_spread":0.22298181324225388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295598720","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03483535,0.15555812,0.028288117,0.23811798,0.00453573,0.0002442695,0.00017184136,0.00025129155,0.5379973],"genre_scores_gemma":[0.6361125,0.21627977,0.030209195,0.020491041,0.002377917,0.00026218215,0.00018430165,0.000089302564,0.0939938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970739,0.0010991282,0.00011483188,0.00029158877,0.0008981352,0.0005224054],"domain_scores_gemma":[0.9947239,0.0025969665,0.00047281105,0.00039974155,0.0011348012,0.00067175814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004387737,0.00028034244,0.00032516292,0.0013445998,0.0016287612,0.0065067844,0.00085280434,0.0030248365,0.013982811],"category_scores_gemma":[0.0042533264,0.000107339125,0.00059278484,0.002074099,0.0038326436,0.0069187363,0.0026130688,0.0024654076,0.0021458769],"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":[0.000024709543,0.000073719624,0.0010373632,0.0013382806,0.00001306177,0.00022856155,0.0018638255,0.000614105,0.0010799696,0.7831595,0.020744802,0.18982215],"study_design_scores_gemma":[0.0000086029195,0.00006386575,0.0015658351,0.0022156215,0.00001569489,0.0002353815,0.003781735,0.00065180915,0.001418737,0.2074735,0.78254527,0.00002401049],"about_ca_topic_score_codex":0.0016120265,"about_ca_topic_score_gemma":0.002796324,"teacher_disagreement_score":0.013982811,"about_ca_system_score_codex":0.004484926,"about_ca_system_score_gemma":0.011562497,"threshold_uncertainty_score":0.04677713},"labels":[],"label_agreement":null},{"id":"W4296280986","doi":"10.4018/ijsds.309120","title":"Synthetic Evaluation of Multi-Criteria Decision-Making Algorithms in Energy-Efficient Buildings","year":2022,"lang":"en","type":"article","venue":"International Journal of Strategic Decision Sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multiple-criteria decision analysis; Computer science; Management science; Warrant; Geospatial analysis; Operations research; Engineering; Business; Geography","score_opus":0.07313255634823121,"score_gpt":0.3832170410631636,"score_spread":0.31008448471493244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296280986","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119371265,0.007581946,0.8606077,0.0009511224,0.00027883152,0.0007514285,0.00028959734,0.00021247854,0.009955641],"genre_scores_gemma":[0.752341,0.001808766,0.24366134,0.00017591972,0.00009455115,0.0006157057,0.00027298514,0.000046229154,0.0009834563],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9880856,0.008790012,0.0005542509,0.0007431157,0.0014431279,0.00038384754],"domain_scores_gemma":[0.9603594,0.035371196,0.001091425,0.00050181686,0.002259642,0.0004165178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016798945,0.0016369972,0.0025179426,0.0038640539,0.0010362777,0.003927671,0.0014538774,0.0023499976,0.0027783886],"category_scores_gemma":[0.03490466,0.00072567275,0.002211216,0.0027859109,0.0011849316,0.0020049517,0.0022808588,0.0015940291,0.00021526977],"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":[0.0002771977,0.00015691017,0.0021201782,0.0009865147,0.00026178156,0.000066107496,0.00020367398,0.91847557,0.00038508582,0.010734984,0.00048606744,0.065846086],"study_design_scores_gemma":[0.000026836688,0.00017884874,0.00041239985,0.00013922923,0.000055216704,0.000019353076,0.000092554925,0.9908998,0.00033104,0.0072168102,0.00061274035,0.000015159578],"about_ca_topic_score_codex":0.004911042,"about_ca_topic_score_gemma":0.0034903088,"teacher_disagreement_score":0.016798945,"about_ca_system_score_codex":0.0028477693,"about_ca_system_score_gemma":0.0032761265,"threshold_uncertainty_score":0.08884239},"labels":[],"label_agreement":null},{"id":"W4297383896","doi":"10.1080/1523908x.2022.2128310","title":"Who participates in green infrastructure initiatives and why? Comparing participants and non-participants in Philadelphia’s GI programs","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Policy & Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; U.S. Department of Agriculture","keywords":"Green infrastructure; Political science; Public administration; Psychology; Business; Public economics; Environmental resource management; Economics","score_opus":0.030921727455157283,"score_gpt":0.2863616091997389,"score_spread":0.25543988174458165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297383896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99844617,0.00008247394,0.00006365329,0.00036680803,0.000011144308,0.000026997468,0.000070718364,0.000001914189,0.00093006925],"genre_scores_gemma":[0.99850273,0.00016493749,0.00012694615,0.00027859907,0.000010584633,0.00009299561,0.00008970147,0.0000037485236,0.00072981016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826115,0.00069742603,0.00012414687,0.00021120733,0.00029788868,0.00040828154],"domain_scores_gemma":[0.9955183,0.0015191062,0.0009487915,0.00012257337,0.00057120464,0.0013199822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027623812,0.00014887367,0.00028115936,0.00072865427,0.0011742723,0.0016686256,0.0005269563,0.00069747685,0.003142022],"category_scores_gemma":[0.0067579146,0.00027560318,0.0002686439,0.00040772508,0.0008252191,0.001680513,0.0017818833,0.0010562224,0.00037341987],"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":[0.00020993824,0.0006515699,0.85537595,0.00015863513,0.00005737006,0.00037324865,0.11801558,0.00004276118,0.00070598593,0.00035869086,0.0017535269,0.022296693],"study_design_scores_gemma":[0.000017536475,0.00058988406,0.5777209,0.00022521456,0.000042334887,0.0004796666,0.4124619,0.0002533612,0.00033209063,0.00026328553,0.007575273,0.000038577684],"about_ca_topic_score_codex":0.006921567,"about_ca_topic_score_gemma":0.011910374,"teacher_disagreement_score":0.006921567,"about_ca_system_score_codex":0.0005234024,"about_ca_system_score_gemma":0.00086908956,"threshold_uncertainty_score":0.014609039},"labels":[],"label_agreement":null},{"id":"W4303700160","doi":"10.3390/en15197239","title":"A Life-Cycle Approach to Investigate the Potential of Novel Biobased Construction Materials toward a Circular Built Environment","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Life-cycle assessment; Sustainability; Circular economy; Environmental science; Electricity; Global-warming potential; Global warming; Climate change; Production (economics); Natural resource economics; Eutrophication; Greenhouse gas; Environmental engineering; Engineering; Ecology; Economics","score_opus":0.014823869395612163,"score_gpt":0.19741095837937653,"score_spread":0.18258708898376436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303700160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74247026,0.007587057,0.19758366,0.00052349316,0.000113287475,0.001268736,0.0037258088,0.00015899383,0.046568643],"genre_scores_gemma":[0.9430874,0.0037034957,0.041014984,0.0001477459,0.000008438148,0.0010598496,0.00107322,0.000026713566,0.009878061],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998103,0.000059669,0.000007707414,0.00003441912,0.000059254075,0.000028730616],"domain_scores_gemma":[0.99983954,0.000072590454,0.000026714877,0.000013484901,0.000038974627,0.00000863376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402004,0.00066878326,0.00037466525,0.0008836965,0.00030363793,0.00084629026,0.00067967933,0.0007814718,0.003225284],"category_scores_gemma":[0.00051084044,0.00021777854,0.0010503964,0.0009311705,0.00039012826,0.00078510126,0.0004654819,0.00059523457,0.00041297267],"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":[0.00044251466,0.0007888474,0.017935282,0.0014072317,0.00030331383,0.00044188424,0.00019847883,0.63923013,0.20405099,0.057123665,0.0010888046,0.07698888],"study_design_scores_gemma":[0.00007028701,0.003384548,0.013756702,0.00016860769,0.00029470513,0.0003462777,0.0006188788,0.78431934,0.12750025,0.02848502,0.040961258,0.00009421062],"about_ca_topic_score_codex":0.00334774,"about_ca_topic_score_gemma":0.004954225,"teacher_disagreement_score":0.00334774,"about_ca_system_score_codex":0.0023685454,"about_ca_system_score_gemma":0.00089141465,"threshold_uncertainty_score":0.017185032},"labels":[],"label_agreement":null},{"id":"W4303954778","doi":"10.3390/buildings12101641","title":"Analyzing Green Construction Development Barriers by a Hybrid Decision-Making Method Based on DEMATEL and the ANP","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Brainstorming; Delphi method; Novelty; Sustainability; Rank (graph theory); Multiple-criteria decision analysis; Computer science; Environmental economics; Business; Risk analysis (engineering); Operations research; Marketing; Engineering; Economics; Artificial intelligence; Mathematics; Psychology","score_opus":0.004717492815960045,"score_gpt":0.23611915192574326,"score_spread":0.23140165910978322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303954778","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18216388,0.0003345704,0.7886685,0.0012338143,0.000120554054,0.007257752,0.0005269005,0.0002130286,0.019481048],"genre_scores_gemma":[0.33716398,0.00029262327,0.6560192,0.000105332016,0.000014676595,0.0049661724,0.00026152874,0.00002830445,0.0011482275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9742866,0.017878745,0.0016469095,0.0013622822,0.0038793965,0.00094593543],"domain_scores_gemma":[0.96714836,0.024839783,0.0016375552,0.00085322896,0.0048402837,0.00068090187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030098576,0.0025174934,0.0015989724,0.01393072,0.003404932,0.0062491903,0.0021916556,0.0015692576,0.00488023],"category_scores_gemma":[0.028750341,0.0011937204,0.0029494,0.0077825394,0.003149708,0.004282509,0.005565785,0.0024260404,0.0003256705],"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":[0.0011115484,0.00141325,0.028148893,0.0076391376,0.0010339159,0.002369114,0.116465,0.17479031,0.017076049,0.19002597,0.0052752797,0.45465156],"study_design_scores_gemma":[0.0004176908,0.0010395923,0.014169643,0.0020201034,0.00062549714,0.000682245,0.13559876,0.62836176,0.011755975,0.17678037,0.02788985,0.0006584746],"about_ca_topic_score_codex":0.003932029,"about_ca_topic_score_gemma":0.006618279,"teacher_disagreement_score":0.030098576,"about_ca_system_score_codex":0.0067612277,"about_ca_system_score_gemma":0.0077016465,"threshold_uncertainty_score":0.15917838},"labels":[],"label_agreement":null},{"id":"W4303983679","doi":"10.1108/f-06-2022-0087","title":"Building retro-commissioning standard and policy: status quo and future directions","year":2022,"lang":"en","type":"article","venue":"Facilities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"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":"Bespoke; Status quo; Originality; Statutory law; Economics; Public administration; Public relations; Political science; Law","score_opus":0.007239604716665979,"score_gpt":0.23760263772809423,"score_spread":0.23036303301142824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303983679","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048155813,0.48266467,0.0265614,0.4328243,0.014413919,0.00025401477,0.00048520503,0.00023076497,0.037750095],"genre_scores_gemma":[0.20037027,0.62493163,0.05027753,0.1013916,0.010459738,0.0010745315,0.00081230025,0.00034640613,0.010335945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9480935,0.02390332,0.004652439,0.005831644,0.015027119,0.002492022],"domain_scores_gemma":[0.81275856,0.12740599,0.010931032,0.008841597,0.03702536,0.0030374634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.089796975,0.0011373177,0.0028376996,0.0049655656,0.0033126462,0.020998681,0.0045011053,0.011203659,0.010107247],"category_scores_gemma":[0.11867624,0.0007107604,0.0017400865,0.005820346,0.019295946,0.034013867,0.007811649,0.013668549,0.002458358],"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":[0.000094417825,0.00012536823,0.0010430345,0.013856248,0.0000765136,0.00008829645,0.0028875368,0.001613375,0.00040020965,0.72667205,0.035343837,0.2177991],"study_design_scores_gemma":[0.000028426286,0.00015481783,0.0015477908,0.047629505,0.00012205193,0.000168713,0.010946088,0.0014523456,0.0007405122,0.3500605,0.5870163,0.00013300427],"about_ca_topic_score_codex":0.008961317,"about_ca_topic_score_gemma":0.008043199,"teacher_disagreement_score":0.089796975,"about_ca_system_score_codex":0.014603843,"about_ca_system_score_gemma":0.062157772,"threshold_uncertainty_score":0.47489744},"labels":[],"label_agreement":null},{"id":"W4306737246","doi":"10.3390/buildings12101725","title":"Sources of Challenges for Sustainability in the Building Design—The Relationship between Designers and Clients","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Sustainability; Scope (computer science); Process management; Knowledge management; Business; Software deployment; Service design; Participatory design; Sustainable design; Service provider; Engineering; Service (business); Marketing; Computer science; Operations management","score_opus":0.056541292853967605,"score_gpt":0.2916975398671346,"score_spread":0.23515624701316698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306737246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80432487,0.002468131,0.023616511,0.047121305,0.00013614574,0.0001882567,0.000109446904,0.00012875609,0.12190664],"genre_scores_gemma":[0.99211884,0.0004275104,0.0020019354,0.00074269803,0.000013343152,0.0000708779,0.000021345755,0.000030124196,0.0045733443],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9655313,0.022637485,0.0012454458,0.0016094196,0.0067871306,0.0021892134],"domain_scores_gemma":[0.9695126,0.018346697,0.002844154,0.0020938863,0.004921649,0.0022809568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01677973,0.0004944767,0.00063321594,0.0016850083,0.011901449,0.016862921,0.002098759,0.0040077497,0.0074164774],"category_scores_gemma":[0.031244474,0.00085060095,0.000468983,0.002476081,0.0071683144,0.0070111016,0.012462733,0.004052948,0.0013387417],"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":[0.000119184966,0.00025233117,0.08053801,0.0006930507,0.000073066934,0.005123511,0.71266073,0.0013563711,0.0032209984,0.086082526,0.008948627,0.10093164],"study_design_scores_gemma":[0.000014794778,0.000059474052,0.009294187,0.00057354727,0.00003292391,0.0021771444,0.865133,0.0014879324,0.0015346236,0.025725564,0.09388791,0.00007892983],"about_ca_topic_score_codex":0.006074193,"about_ca_topic_score_gemma":0.0064101047,"teacher_disagreement_score":0.016862921,"about_ca_system_score_codex":0.008940143,"about_ca_system_score_gemma":0.01084963,"threshold_uncertainty_score":0.088740766},"labels":[],"label_agreement":null},{"id":"W4308160908","doi":"10.1002/sd.2428","title":"The influence of industrial attitudes and behaviours in adopting sustainable construction practices","year":2022,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"King Saud University","keywords":"Business; Sustainable development; Moderation; Sustainability; Construction industry; Developing country; Construction management; Environmental resource management; Engineering; Construction engineering; Economic growth; Civil engineering; Political science; Computer science; Economics","score_opus":0.013911577421041672,"score_gpt":0.25109327961451705,"score_spread":0.23718170219347537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308160908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982607,0.000032312946,0.00009782702,0.00006392432,0.000002115251,0.0000066458,0.000006276523,0.0000010987538,0.0015290421],"genre_scores_gemma":[0.999569,0.000040530416,0.00008822038,0.000012938384,0.0000012571139,0.000004033763,0.000005988331,6.840372e-7,0.00027731847],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9976755,0.0012486716,0.000115313815,0.00012814828,0.0005525759,0.00027976758],"domain_scores_gemma":[0.9841122,0.00873747,0.0040699868,0.00040374417,0.001220244,0.001456331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029314987,0.00015935817,0.00015320232,0.0006693546,0.00057656446,0.0017244477,0.00024530845,0.00041631545,0.0028222345],"category_scores_gemma":[0.01071252,0.00020347702,0.000293131,0.0005844123,0.0011834432,0.00042062596,0.00092113647,0.0008307458,0.00024105208],"study_design_candidate":"qualitative","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":[0.00007863851,0.00057909987,0.96171016,0.00006633562,0.000056883437,0.00018962321,0.021963602,0.00019976431,0.0008641455,0.00037320406,0.00008772701,0.013830753],"study_design_scores_gemma":[0.0000036920953,0.00015584669,0.97227454,0.000049056314,0.000018342722,0.000083878294,0.025889464,0.00036530543,0.00020855764,0.00016726497,0.0007738964,0.000010007702],"about_ca_topic_score_codex":0.0054313797,"about_ca_topic_score_gemma":0.008629757,"teacher_disagreement_score":0.0054313797,"about_ca_system_score_codex":0.00060563715,"about_ca_system_score_gemma":0.0010252261,"threshold_uncertainty_score":0.015503466},"labels":[],"label_agreement":null},{"id":"W4309192603","doi":"10.1016/j.jenvman.2022.116552","title":"Green building standards and the United Nations’ Sustainable Development Goals","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Concordia University","funders":"","keywords":"Transformative learning; Sustainable development; Business; Greenwashing; Environmental planning; Real estate; Environmental resource management; Environmental economics; Political science; Economics; Corporate social responsibility; Geography; Public relations; Sociology","score_opus":0.004654335667709445,"score_gpt":0.20481854965355406,"score_spread":0.2001642139858446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309192603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017210944,0.0119070485,0.010137882,0.18710016,0.005543907,0.000099007615,0.0010197384,0.00011043424,0.7668709],"genre_scores_gemma":[0.72295195,0.014780485,0.03791161,0.05853135,0.0022740383,0.00068242877,0.0019328373,0.00025260946,0.16068271],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99228233,0.0024611247,0.00033855345,0.00032166502,0.0035981599,0.0009982528],"domain_scores_gemma":[0.9942122,0.002073635,0.00060280936,0.00036999251,0.0023123266,0.00042905868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008491958,0.00062917935,0.0003161598,0.0018390819,0.0018971348,0.0053515746,0.0010007184,0.006046903,0.0041489773],"category_scores_gemma":[0.015185933,0.00034043015,0.00063129433,0.001968362,0.0034638892,0.003797364,0.0034526405,0.0068521025,0.00045122093],"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":[0.000023202909,0.0000626227,0.0009537349,0.00006341782,0.000008743079,0.00006111251,0.00074070547,0.0015137254,0.00018312095,0.9140019,0.060204048,0.022183707],"study_design_scores_gemma":[0.000016656018,0.00003663351,0.009362679,0.0006613123,0.000024853847,0.00007372102,0.0019313999,0.0012866835,0.00053638226,0.28850478,0.6975123,0.000052603555],"about_ca_topic_score_codex":0.058299422,"about_ca_topic_score_gemma":0.117031574,"teacher_disagreement_score":0.058299422,"about_ca_system_score_codex":0.0063992264,"about_ca_system_score_gemma":0.013014285,"threshold_uncertainty_score":0.115920186},"labels":[],"label_agreement":null},{"id":"W4311112516","doi":"10.1108/ecam-02-2022-0138","title":"Moving toward sustainability and circularity in hill road construction: a study of barriers, practices and performance","year":2022,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sustainability; Originality; Social sustainability; Resource (disambiguation); Business; Extant taxon; Sustainability organizations; Structural equation modeling; Environmental resource management; Environmental economics; Environmental planning; Economics; Sociology; Qualitative research; Geography; Social science; Computer science; Ecology","score_opus":0.006529368415366899,"score_gpt":0.21636758679368442,"score_spread":0.20983821837831754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311112516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972554,0.00009794944,0.00036592048,0.00017887041,0.000002383805,0.000022031618,0.000004297414,0.000002438002,0.002070844],"genre_scores_gemma":[0.99911445,0.000079265985,0.00036917784,0.000016687689,0.0000014779024,0.000012563333,0.0000065970285,0.0000016011467,0.0003981903],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99571204,0.0024456077,0.00019042708,0.00027704175,0.0008127558,0.00056224654],"domain_scores_gemma":[0.9748174,0.010927477,0.008267583,0.0011443447,0.002283125,0.002560059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050356667,0.00016550484,0.00023501547,0.001205356,0.002188111,0.0025462264,0.00066450116,0.0005990675,0.0027287211],"category_scores_gemma":[0.019692158,0.00022979178,0.00018967419,0.0014708535,0.005325932,0.0016156819,0.0032911457,0.0009355106,0.00021983261],"study_design_candidate":"qualitative","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":[0.00016400666,0.0009440057,0.70997804,0.000493767,0.00006008811,0.00053507095,0.20651923,0.0015019922,0.0020360567,0.010658076,0.00060792785,0.066501714],"study_design_scores_gemma":[0.000009193958,0.0003335848,0.65877974,0.00029226756,0.000026583135,0.00024348166,0.32815167,0.0014710523,0.0007205604,0.0022256938,0.0077000964,0.00004602805],"about_ca_topic_score_codex":0.023771843,"about_ca_topic_score_gemma":0.040820092,"teacher_disagreement_score":0.023771843,"about_ca_system_score_codex":0.0033651714,"about_ca_system_score_gemma":0.007118479,"threshold_uncertainty_score":0.04726696},"labels":[],"label_agreement":null},{"id":"W4312551259","doi":"10.1007/978-3-030-68074-9_144-1","title":"Circular Economy in the Built Environment of North America: Toward Housing Affordability and Sustainability","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Circular economy; Demolition; Demolition waste; Flexibility (engineering); Sustainability; Greenhouse gas; Status quo; Engineering; Business; Natural resource economics; Architectural engineering; Environmental economics; Civil engineering; Economics; Market economy","score_opus":0.012647138856282174,"score_gpt":0.20710199379291533,"score_spread":0.19445485493663314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312551259","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044374615,0.033646632,0.012805848,0.017703062,0.0007302121,0.000035608027,0.00019536495,0.00004835866,0.8904604],"genre_scores_gemma":[0.7530714,0.033337336,0.010722504,0.0012407234,0.0004308337,0.00008219045,0.00022419692,0.00007136969,0.2008195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99987495,0.000038442176,0.0000033758067,0.000021179696,0.000036166297,0.000025917208],"domain_scores_gemma":[0.9997669,0.00009786881,0.000020975964,0.000026824444,0.0000610183,0.000026418871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027026958,0.0002339417,0.00017115701,0.0006950092,0.0016756392,0.0030798758,0.00036499032,0.00064393197,0.0055533233],"category_scores_gemma":[0.00079298555,0.00015728832,0.00017905066,0.0018105858,0.003866646,0.00250617,0.0011455865,0.00087121624,0.0002504125],"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":[0.0000025208335,0.00000933467,0.0007801214,0.000029241915,0.000001555486,0.000020213622,0.0009854245,0.0006336849,0.000053672768,0.96435004,0.01370315,0.019431101],"study_design_scores_gemma":[0.0000018189484,0.0000069965354,0.0042676884,0.000147861,0.00000439775,0.000070209295,0.0036352891,0.0017774618,0.00013379355,0.5677595,0.42218706,0.000007927924],"about_ca_topic_score_codex":0.089430384,"about_ca_topic_score_gemma":0.20587586,"teacher_disagreement_score":0.089430384,"about_ca_system_score_codex":0.0048856563,"about_ca_system_score_gemma":0.0039988686,"threshold_uncertainty_score":0.17781967},"labels":[],"label_agreement":null},{"id":"W4312947284","doi":"10.1063/5.0102967","title":"Energy-efficient educational building design based on green building concept and its stability analysis","year":2022,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"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":"Architectural engineering; Green building; Stability (learning theory); Computer science; Efficient energy use; Energy (signal processing); Engineering; Electrical engineering; Mathematics; Machine learning","score_opus":0.022850953701728256,"score_gpt":0.24770370127639316,"score_spread":0.2248527475746649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312947284","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4333428,0.00029250645,0.5482845,0.00010611259,0.000025475763,0.0000733715,0.00008759821,0.00026691204,0.017520748],"genre_scores_gemma":[0.9739146,0.000112669826,0.024610259,0.000010484865,0.0000021120175,0.00003280199,0.000031754655,0.000014331576,0.0012709141],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999354,0.000013749614,0.0000019196784,0.000007524882,0.000030523184,0.000010935668],"domain_scores_gemma":[0.99996066,0.000010525744,0.000007367394,0.000005838391,0.000012263899,0.000003295616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105981846,0.00024391655,0.00019739251,0.00031202566,0.00018726903,0.00031654674,0.00022671088,0.000247256,0.0009619274],"category_scores_gemma":[0.00013346695,0.00010755921,0.0003740726,0.00017541643,0.0002518955,0.00019481369,0.00021781154,0.00014355236,0.0001321658],"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":[0.000068214365,0.00006789019,0.0022028382,0.0001229131,0.000022452508,0.00015486691,0.00009987552,0.84782434,0.10027436,0.0127952695,0.00036093744,0.036006007],"study_design_scores_gemma":[0.000008833385,0.00017589035,0.0024472482,0.0000157496,0.000025091673,0.00010320318,0.000062699844,0.9635204,0.028024392,0.0023379258,0.0032642456,0.000014368358],"about_ca_topic_score_codex":0.00112415,"about_ca_topic_score_gemma":0.0013202797,"teacher_disagreement_score":0.00112415,"about_ca_system_score_codex":0.00021208142,"about_ca_system_score_gemma":0.00024324351,"threshold_uncertainty_score":0.0032179952},"labels":[],"label_agreement":null},{"id":"W4313815707","doi":"10.18280/ijdne.170615","title":"Role of Social Inclusion in Sustainable Urban Developments: An Analyse by PRISMA Technique","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Population; Economic growth; Sustainability; Checklist; Urbanization; Sustainable development; Metropolitan area; China; Resource (disambiguation); Geography; Political science; Regional science; Social science; Sociology; Economics; Psychology","score_opus":0.003580459849812978,"score_gpt":0.2382428424570488,"score_spread":0.23466238260723582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313815707","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039533176,0.123381406,0.24748068,0.012460309,0.010482607,0.34796342,0.1949043,0.011169053,0.0126250675],"genre_scores_gemma":[0.03811769,0.010453175,0.20285429,0.00081364694,0.00016449056,0.74054873,0.0049826493,0.000651096,0.0014142152],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.8707391,0.06631244,0.034009602,0.010525468,0.015826974,0.0025864732],"domain_scores_gemma":[0.7851635,0.17813046,0.014776595,0.010032256,0.010850719,0.0010463725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09442986,0.004697148,0.021964673,0.024028866,0.002381128,0.006287295,0.006938326,0.0037225895,0.03993237],"category_scores_gemma":[0.19889747,0.003444904,0.041630894,0.030469382,0.0041253064,0.005386935,0.008312024,0.007869094,0.0022901837],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028026078,0.00016374594,0.0052368296,0.8589421,0.058347743,0.0008203506,0.0045642103,0.0029707178,0.0014224424,0.0115655055,0.022236742,0.03092696],"study_design_scores_gemma":[0.009117627,0.0020197057,0.034563832,0.26061395,0.24049555,0.0020723473,0.01043619,0.024405142,0.00545787,0.06491712,0.3446107,0.0012899935],"about_ca_topic_score_codex":0.0055664973,"about_ca_topic_score_gemma":0.008707461,"teacher_disagreement_score":0.09442986,"about_ca_system_score_codex":0.006015011,"about_ca_system_score_gemma":0.020367963,"threshold_uncertainty_score":0.49939877},"labels":[],"label_agreement":null},{"id":"W4317792307","doi":"10.1109/wsc57314.2022.10015457","title":"Using Simulation-Based Forecasting to Project Singapore's Future Residential Construction Demand and Impacts on Sustainability","year":2022,"lang":"en","type":"article","venue":"2022 Winter Simulation Conference (WSC)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Environmental economics; Plan (archaeology); Sustainable development; Demand forecasting; Business; Environmental planning; Environmental resource management; Economics; Marketing; Political science; Geography","score_opus":0.04389281369164527,"score_gpt":0.31533208133968665,"score_spread":0.2714392676480414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317792307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96379924,0.00008683184,0.023336623,0.00056578533,0.000046259636,0.000061625746,0.0012762293,0.00027805165,0.0105492445],"genre_scores_gemma":[0.9931351,0.00009610026,0.0053780046,0.0000158839,0.00000538023,0.000029063427,0.0006771177,0.000015676374,0.0006477582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999833,0.00007347205,0.0000142667795,0.000022974473,0.0000323623,0.000023827419],"domain_scores_gemma":[0.9992005,0.00045902783,0.00007879879,0.00006222261,0.0001459969,0.00005338733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006737576,0.00047161002,0.0003272765,0.0006072839,0.00027470442,0.00084980257,0.00038438936,0.000585533,0.0019242046],"category_scores_gemma":[0.0021787903,0.00025923338,0.00047509378,0.0009912206,0.00016485671,0.0009129125,0.00038268315,0.0005407685,0.00022778034],"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":[0.000053459862,0.000057321795,0.018904671,0.000024374009,0.000036331545,0.000042623135,0.00007770505,0.97200924,0.00044634598,0.0011449981,0.00052070705,0.0066822344],"study_design_scores_gemma":[0.0000035900175,0.00001942495,0.0016299925,0.000003482134,0.0000061047645,0.0000025658828,0.000055427005,0.997654,0.0001496428,0.00025297044,0.00021717529,0.000005643874],"about_ca_topic_score_codex":0.053357296,"about_ca_topic_score_gemma":0.053546924,"teacher_disagreement_score":0.053357296,"about_ca_system_score_codex":0.0010191901,"about_ca_system_score_gemma":0.0012692395,"threshold_uncertainty_score":0.10609347},"labels":[],"label_agreement":null},{"id":"W4317893073","doi":"10.32920/21948620","title":"Learning how buildings work is crucial to better green design","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Work (physics); Architectural engineering; Perspective (graphical); Building design; Computer science; Risk analysis (engineering); Engineering; Business; Artificial intelligence","score_opus":0.0356571699437392,"score_gpt":0.25519158760971133,"score_spread":0.21953441766597215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317893073","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024010038,0.017438114,0.36017087,0.093943246,0.0029321893,0.00026447966,0.0002745389,0.0016095819,0.49935699],"genre_scores_gemma":[0.36113045,0.042365838,0.3723468,0.00867744,0.0019505806,0.00028442786,0.00055388676,0.0017162964,0.21097429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742305,0.00098688,0.00009445572,0.00029396825,0.0010409087,0.00016082851],"domain_scores_gemma":[0.99652964,0.0015274931,0.00030995018,0.00082896196,0.0005477876,0.00025616447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409015,0.00076204696,0.0005497173,0.00074760255,0.0022086883,0.009738407,0.0009873863,0.0034999445,0.021567767],"category_scores_gemma":[0.006499307,0.000635866,0.00059760216,0.00087850477,0.006423052,0.013164805,0.0037170546,0.0037311227,0.011993765],"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":[0.000018311372,0.00011041139,0.0020023796,0.0006574998,0.000026499036,0.0001404091,0.007025183,0.0066008107,0.003950379,0.52258617,0.05644097,0.40044096],"study_design_scores_gemma":[0.0000036248507,0.00005184475,0.0017864157,0.00032080302,0.000010304773,0.00020614758,0.0040789614,0.0017193633,0.0023974404,0.25412998,0.73524386,0.00005129687],"about_ca_topic_score_codex":0.0029131712,"about_ca_topic_score_gemma":0.0053459103,"teacher_disagreement_score":0.021567767,"about_ca_system_score_codex":0.0024205786,"about_ca_system_score_gemma":0.0020892096,"threshold_uncertainty_score":0.07215136},"labels":[],"label_agreement":null},{"id":"W4317893074","doi":"10.32920/21948620.v1","title":"Learning how buildings work is crucial to better green design","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Work (physics); Architectural engineering; Perspective (graphical); Building design; Computer science; Green building; Risk analysis (engineering); Engineering; Business; Artificial intelligence","score_opus":0.0356571699437392,"score_gpt":0.25519158760971133,"score_spread":0.21953441766597215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317893074","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024010038,0.017438114,0.36017087,0.093943246,0.0029321893,0.00026447966,0.0002745389,0.0016095819,0.49935699],"genre_scores_gemma":[0.36113045,0.042365838,0.3723468,0.00867744,0.0019505806,0.00028442786,0.00055388676,0.0017162964,0.21097429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742305,0.00098688,0.00009445572,0.00029396825,0.0010409087,0.00016082851],"domain_scores_gemma":[0.99652964,0.0015274931,0.00030995018,0.00082896196,0.0005477876,0.00025616447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409015,0.00076204696,0.0005497173,0.00074760255,0.0022086883,0.009738407,0.0009873863,0.0034999445,0.021567767],"category_scores_gemma":[0.006499307,0.000635866,0.00059760216,0.00087850477,0.006423052,0.013164805,0.0037170546,0.0037311227,0.011993765],"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":[0.000018311372,0.00011041139,0.0020023796,0.0006574998,0.000026499036,0.0001404091,0.007025183,0.0066008107,0.003950379,0.52258617,0.05644097,0.40044096],"study_design_scores_gemma":[0.0000036248507,0.00005184475,0.0017864157,0.00032080302,0.000010304773,0.00020614758,0.0040789614,0.0017193633,0.0023974404,0.25412998,0.73524386,0.00005129687],"about_ca_topic_score_codex":0.0029131712,"about_ca_topic_score_gemma":0.0053459103,"teacher_disagreement_score":0.021567767,"about_ca_system_score_codex":0.0024205786,"about_ca_system_score_gemma":0.0020892096,"threshold_uncertainty_score":0.07215136},"labels":[],"label_agreement":null},{"id":"W4318456969","doi":"10.5539/jsd.v16n1p164","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 1","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Geography; Political science; Regional science; Environmental ethics; Philosophy; Law","score_opus":0.01684870090040814,"score_gpt":0.26269752869300705,"score_spread":0.24584882779259892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318456969","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012996458,0.0023282487,0.00076215755,0.17854929,0.81401163,0.00041786017,0.00050777465,0.00032319876,0.0029699185],"genre_scores_gemma":[0.0044709393,0.0076110773,0.0025622805,0.23067531,0.69154644,0.0022390133,0.0012405886,0.00090960535,0.058744676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96735525,0.005967408,0.006062925,0.0022552367,0.016857317,0.0015018431],"domain_scores_gemma":[0.31502974,0.02956606,0.011962956,0.004560739,0.62990654,0.008974078],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.027486067,0.0023818463,0.0044285567,0.006497747,0.004419035,0.008475705,0.004029721,0.015604831,0.072229676],"category_scores_gemma":[0.35231355,0.0012668191,0.0034434735,0.0026597031,0.002509905,0.0054391976,0.0033000612,0.011049972,0.041725885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024909308,0.0000037672403,0.00006960458,0.00026426892,0.0000055554688,0.00005372104,0.000032852957,0.0000068884424,0.000038813934,0.000091323505,0.996555,0.0028532313],"study_design_scores_gemma":[0.00010735191,0.00004022565,0.0008097036,0.002195781,0.00005150565,0.0008071228,0.00035019146,0.00017341283,0.00022897852,0.0009615482,0.9941705,0.00010372002],"about_ca_topic_score_codex":0.0036727237,"about_ca_topic_score_gemma":0.0066096825,"teacher_disagreement_score":0.9725139,"about_ca_system_score_codex":0.004736924,"about_ca_system_score_gemma":0.010204247,"threshold_uncertainty_score":0.24163234},"labels":[],"label_agreement":null},{"id":"W4318707500","doi":"10.5539/jsd.v16n2p13","title":"Sustainable Management Practice (SMP) of Green Features in Office Property in Lagos, Nigeria","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Property management; Property (philosophy); Statistic; Index (typography); Environmental economics; Marketing; Operations management; Finance; Economics; Computer science","score_opus":0.008624793096483459,"score_gpt":0.24110454200826317,"score_spread":0.23247974891177972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318707500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970407,0.00008212216,0.0001878245,0.00023270819,0.0000032288617,0.000011501508,0.0000042696893,0.0000017611644,0.0024360137],"genre_scores_gemma":[0.99916935,0.00011234839,0.00028178465,0.000024366123,0.0000011785974,0.000004052289,0.000003328976,5.731177e-7,0.00040292944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989524,0.00043539534,0.000067295834,0.00008415182,0.0002717859,0.00018899198],"domain_scores_gemma":[0.9980496,0.000557327,0.0007202477,0.00009400563,0.000221541,0.00035719067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010623063,0.00012689074,0.00009570278,0.00048500297,0.0012344515,0.0010864494,0.00029323413,0.0003279471,0.0011102034],"category_scores_gemma":[0.0020070625,0.000086990505,0.00008909053,0.00054941373,0.0013397799,0.00083656015,0.0010668087,0.00038230376,0.000071272734],"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":[0.000091146656,0.00063836674,0.69096226,0.0004999703,0.00002169147,0.004246215,0.13117744,0.0007378252,0.008565356,0.0064194296,0.0011899022,0.15545045],"study_design_scores_gemma":[0.0000067646306,0.0005772163,0.55099416,0.00037442715,0.000017230097,0.0010675178,0.42244777,0.0009087992,0.0015733257,0.0012349935,0.02076498,0.000032847587],"about_ca_topic_score_codex":0.005752046,"about_ca_topic_score_gemma":0.017867357,"teacher_disagreement_score":0.005752046,"about_ca_system_score_codex":0.0013855775,"about_ca_system_score_gemma":0.0023153035,"threshold_uncertainty_score":0.011437178},"labels":[],"label_agreement":null},{"id":"W4319163812","doi":"10.31586/wjcea.2023.562","title":"A framework for evaluation of improvement opportunities for environmental impacts on construction works using life cycle assessment and value stream mapping concepts: offsite and onsite building construction","year":2023,"lang":"en","type":"article","venue":"World Journal of Civil Engineering and Architecture","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Life-cycle assessment; Environmental impact assessment; Greenhouse gas; Value stream mapping; Engineering; Conceptual framework; Construction engineering; Environmental resource management; Civil engineering; Risk analysis (engineering); Environmental science; Production (economics); Operations management; Business; Lean manufacturing","score_opus":0.023376273119323235,"score_gpt":0.2822416231708664,"score_spread":0.25886535005154315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319163812","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007812692,0.0038359815,0.9240297,0.0036363886,0.00016312151,0.002872204,0.00061404513,0.00033799288,0.05669795],"genre_scores_gemma":[0.09892851,0.0022484618,0.89326584,0.00022087082,0.00003429144,0.002852745,0.0002641202,0.00004432841,0.0021407953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9815812,0.011691192,0.0013457097,0.00084113464,0.003872933,0.0006678164],"domain_scores_gemma":[0.9906447,0.005171235,0.0008219975,0.00046697105,0.002576063,0.0003189482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02148677,0.0022276943,0.0011992113,0.012406578,0.0025785852,0.009532349,0.003067847,0.0023516538,0.0029082154],"category_scores_gemma":[0.012691462,0.0006051435,0.0021584632,0.008031922,0.006808483,0.007473677,0.0038369389,0.0024998994,0.0004430683],"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":[0.000031268348,0.00020794744,0.0018026007,0.0010502391,0.00005932003,0.0002757198,0.0032474024,0.029419987,0.0010605678,0.85963255,0.003535337,0.099677056],"study_design_scores_gemma":[0.00007618052,0.00051644165,0.0048615476,0.004956594,0.00015135518,0.0004780351,0.01316273,0.098534204,0.0041131857,0.6732116,0.19968139,0.00025676086],"about_ca_topic_score_codex":0.025791872,"about_ca_topic_score_gemma":0.024607357,"teacher_disagreement_score":0.025791872,"about_ca_system_score_codex":0.017296715,"about_ca_system_score_gemma":0.01971427,"threshold_uncertainty_score":0.12549704},"labels":[],"label_agreement":null},{"id":"W4319264377","doi":"10.32388/gzkwgm","title":"Review of: \"[Review] Proposing an integrated decision-making model to enhance the employee-oriented built environment in urban green buildings: A Review\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Architectural engineering; Decision-making models; Computer science; Engineering; Business; Artificial intelligence","score_opus":0.024761416217817633,"score_gpt":0.33194690556863066,"score_spread":0.307185489350813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319264377","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011782201,0.7491342,0.005801391,0.14670263,0.07129667,0.0013722263,0.00254316,0.00035787447,0.021613665],"genre_scores_gemma":[0.014263272,0.88288236,0.0074817208,0.06350786,0.018024998,0.0008372883,0.0022420431,0.00011369985,0.010646836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934489,0.0017673888,0.0008561226,0.000393776,0.003240653,0.00029309953],"domain_scores_gemma":[0.941844,0.011142406,0.004129644,0.0007629088,0.040661734,0.001459347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010325691,0.0009409918,0.002235867,0.0035920285,0.00096195354,0.0036424357,0.0034359826,0.0033528733,0.013806865],"category_scores_gemma":[0.04905279,0.00043695,0.0019741436,0.004396323,0.0012166608,0.0027996355,0.0016954996,0.0028459665,0.0051067644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012643596,0.000064849024,0.00050619594,0.045880944,0.00052647153,0.00012856,0.00012604697,0.00023589819,0.00039135118,0.0024696104,0.64806813,0.30147552],"study_design_scores_gemma":[0.00008402349,0.00009297715,0.0017811633,0.024065698,0.001137225,0.00016973357,0.00012292476,0.00021238846,0.000328927,0.0010687622,0.97089076,0.000045463643],"about_ca_topic_score_codex":0.0072406023,"about_ca_topic_score_gemma":0.017450005,"teacher_disagreement_score":0.013806865,"about_ca_system_score_codex":0.0025306176,"about_ca_system_score_gemma":0.02328599,"threshold_uncertainty_score":0.054608107},"labels":[],"label_agreement":null},{"id":"W4319758824","doi":"10.3390/su15043128","title":"A Hybrid Multi-Criteria Decision Support System for Selecting the Most Sustainable Structural Material for a Multistory Building Construction","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Multiple-criteria decision analysis; Sustainability; Ranking (information retrieval); Analytic hierarchy process; TOPSIS; Decision support system; Risk analysis (engineering); Management science; Engineering; Computer science; Business; Operations research","score_opus":0.011277560255247681,"score_gpt":0.28641129025780726,"score_spread":0.2751337300025596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319758824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11748374,0.00060568494,0.868292,0.0006429025,0.00012753184,0.0013438789,0.00078973867,0.0033508644,0.007363565],"genre_scores_gemma":[0.6558194,0.00036902347,0.33857074,0.00018010393,0.000035033278,0.0011605417,0.0005803741,0.000030824638,0.0032538963],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998782,0.00027539302,0.00017334729,0.00027443314,0.00038636924,0.0001084552],"domain_scores_gemma":[0.999097,0.00033748164,0.00010550753,0.000034541692,0.00033466108,0.00009084656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002264002,0.0013134574,0.0014083218,0.0023373899,0.0014373932,0.0027638804,0.0017888219,0.0018478639,0.0051162015],"category_scores_gemma":[0.0025374684,0.00067124143,0.0011684296,0.0016088977,0.00044966338,0.0014723102,0.0015405522,0.00089494005,0.00077070104],"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":[0.0016992199,0.0008860821,0.0059948084,0.0018313471,0.00042864113,0.001872149,0.0017266833,0.5505941,0.0366293,0.009132382,0.0052550524,0.38395023],"study_design_scores_gemma":[0.00013936192,0.00033662235,0.0008693138,0.000099915516,0.0001027413,0.00010928862,0.00030546135,0.9887993,0.0045538037,0.002117797,0.0025033108,0.00006312268],"about_ca_topic_score_codex":0.006767158,"about_ca_topic_score_gemma":0.0074428753,"teacher_disagreement_score":0.006767158,"about_ca_system_score_codex":0.0013332671,"about_ca_system_score_gemma":0.001964236,"threshold_uncertainty_score":0.017115355},"labels":[],"label_agreement":null},{"id":"W4323365110","doi":"10.3390/en16062517","title":"Sustainable Buildings: A Choice, or a Must for Our Future?","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Université de Sherbrooke","funders":"","keywords":"Key (lock); Scale (ratio); Architectural engineering; Sustainable development; Natural resource economics; Environmental economics; Business; Environmental resource management; Economics; Engineering; Computer science; Political science; Geography; Computer security","score_opus":0.014343266117490793,"score_gpt":0.2700797277219978,"score_spread":0.25573646160450697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323365110","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012595776,0.07726938,0.008669315,0.7466315,0.008913852,0.00001978976,0.00018554708,0.00021119589,0.14550366],"genre_scores_gemma":[0.5509114,0.15687697,0.015542707,0.15337536,0.0076418365,0.00008455499,0.00042624734,0.00049295125,0.11464793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99732107,0.0009944938,0.000061447136,0.0002004733,0.0009639591,0.0004585808],"domain_scores_gemma":[0.99858344,0.0003488775,0.00009643736,0.00017362417,0.00044312014,0.00035455002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033800818,0.00056029484,0.00069230946,0.0005283303,0.00426189,0.008097023,0.0010225382,0.0032188073,0.012222925],"category_scores_gemma":[0.003476261,0.00023262251,0.00033617133,0.0011880158,0.015317245,0.012797343,0.003615443,0.0054746564,0.0036962125],"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":[0.000032194344,0.000044211538,0.00074556185,0.00037776394,0.000023653562,0.00008707002,0.0030135955,0.00023974199,0.00079533044,0.74462587,0.18100837,0.069006644],"study_design_scores_gemma":[0.000004083815,0.00002316774,0.0005287652,0.00045055783,0.00000690612,0.0001462432,0.0058681336,0.00009254864,0.00022536542,0.12651785,0.86610806,0.000028425991],"about_ca_topic_score_codex":0.0063532344,"about_ca_topic_score_gemma":0.019920385,"teacher_disagreement_score":0.012222925,"about_ca_system_score_codex":0.0030219075,"about_ca_system_score_gemma":0.0048522684,"threshold_uncertainty_score":0.04088974},"labels":[],"label_agreement":null},{"id":"W4323568428","doi":"10.3390/ijerph20064761","title":"Mamwi Gidaanjitoomin/Together We Build It: A Systematic Review of Traditional Indigenous Building Structures in North America and Their Potential Application in Contemporary Designs to Promote Environment and Well-Being","year":2023,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Architecture; Traditional knowledge; Foundation (evidence); Built environment; Environmental ethics; Well-being; Sociology; Architectural engineering; Engineering; Political science; Ecology; History; Civil engineering; Law","score_opus":0.0817949481321918,"score_gpt":0.3575254082976001,"score_spread":0.2757304601654083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323568428","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071163825,0.9981889,0.00012786158,0.00031270794,0.000092839946,0.00007615083,0.00013065926,0.00000409061,0.00035518393],"genre_scores_gemma":[0.0068391967,0.9916311,0.0006693777,0.0003252822,0.000043482072,0.00018180047,0.000115260365,0.000003398884,0.00019112363],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99707675,0.0010302962,0.00078381354,0.00027712344,0.00072733616,0.00010478751],"domain_scores_gemma":[0.99119425,0.0058747903,0.0014784214,0.00019775928,0.0011069867,0.00014773439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050647105,0.0008171261,0.0027495865,0.009949491,0.0007248154,0.002370792,0.0011449057,0.0010621899,0.004393189],"category_scores_gemma":[0.018767005,0.0005330881,0.0024211013,0.009583488,0.000749259,0.0023199066,0.0014663641,0.00078642805,0.00030206487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009209252,0.000035036614,0.0013292035,0.76133347,0.002060951,0.000172565,0.0009879393,0.000108191794,0.00038941155,0.0010331264,0.004742622,0.22771543],"study_design_scores_gemma":[0.000070507296,0.00014228407,0.009889922,0.8423778,0.01469687,0.00064023316,0.0014843467,0.000101470105,0.00033706095,0.00085453776,0.12935753,0.000047531965],"about_ca_topic_score_codex":0.011426814,"about_ca_topic_score_gemma":0.04056984,"teacher_disagreement_score":0.9885732,"about_ca_system_score_codex":0.0018112435,"about_ca_system_score_gemma":0.013882279,"threshold_uncertainty_score":0.026785076},"labels":[],"label_agreement":null},{"id":"W4327604775","doi":"10.18280/ijsdp.180230","title":"A Practical Alternative Wall System to Promote Buildings Energy Efficiency: A Comparative Environmental Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Efficient energy use; Environmental science; Civil engineering; Engineering","score_opus":0.023225421165613012,"score_gpt":0.29240776339116864,"score_spread":0.26918234222555565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327604775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909764,0.00041408147,0.0019982792,0.000024956713,0.000010534565,0.00008399469,0.000069365866,0.000012244061,0.0064102067],"genre_scores_gemma":[0.9939499,0.0006538716,0.0036787104,0.0000053867807,0.0000051917527,0.000043524768,0.00010734344,0.000007661637,0.001548408],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993414,0.00029976503,0.000027691854,0.000047500653,0.00022820174,0.000055410575],"domain_scores_gemma":[0.99969053,0.000114835304,0.00003008028,0.00004114758,0.00009611233,0.000027469025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009293712,0.00039133365,0.00038830275,0.0014905873,0.00053747895,0.0009023546,0.00045792578,0.0004348046,0.0027271411],"category_scores_gemma":[0.0007191234,0.00012813776,0.0005347344,0.0014465366,0.0004489802,0.00096664054,0.0004622743,0.00023832599,0.00024712563],"study_design_candidate":"bench_or_experimental","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":[0.009884641,0.010147862,0.07148829,0.004300632,0.00038864368,0.0018401304,0.004268092,0.104222916,0.21380605,0.043879062,0.002509802,0.5332639],"study_design_scores_gemma":[0.00074706227,0.08365322,0.30468154,0.00051704125,0.0013454522,0.0015580178,0.025293538,0.18993972,0.28344262,0.008283344,0.10011422,0.00042425087],"about_ca_topic_score_codex":0.0017503236,"about_ca_topic_score_gemma":0.0033013914,"teacher_disagreement_score":0.0027271411,"about_ca_system_score_codex":0.0006779239,"about_ca_system_score_gemma":0.0003753874,"threshold_uncertainty_score":0.009123206},"labels":[],"label_agreement":null},{"id":"W4361011258","doi":"10.3389/fbuil.2023.1058782","title":"Cost-effectiveness and affordability evaluation of a residential prototype built with compressed earth bricks, hybrid roofs and palm midribs","year":2023,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"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":"Engineering; Context (archaeology); Brick; Quarter (Canadian coin); Civil engineering; Roof; Architectural engineering; Geography","score_opus":0.025698014566603863,"score_gpt":0.26352904252747683,"score_spread":0.23783102796087296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361011258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986669,0.00004281372,0.00034870257,0.000007588827,0.000002914172,0.000043649285,0.000054837456,0.000007495087,0.00082514994],"genre_scores_gemma":[0.9978904,0.000058852114,0.0015968017,0.000002425647,0.0000016605757,0.000017106637,0.00008453733,0.0000025743768,0.00034552318],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994449,0.00019866269,0.000029673756,0.00006225895,0.00020794984,0.00005656311],"domain_scores_gemma":[0.9992231,0.00025811658,0.00016646959,0.00012130212,0.00014316702,0.000087714856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000829941,0.00042340718,0.00025551725,0.0009921427,0.00026240238,0.00050588895,0.00071563944,0.00031902167,0.0018608281],"category_scores_gemma":[0.0019780837,0.00016341764,0.00048613557,0.0006904076,0.00037252918,0.000668493,0.00046774943,0.00018060638,0.0001285258],"study_design_candidate":"bench_or_experimental","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":[0.016385533,0.017974397,0.19935021,0.002470424,0.0005981235,0.0054968847,0.0020372195,0.123545416,0.20478496,0.0079372,0.00202866,0.41739094],"study_design_scores_gemma":[0.0009884613,0.1065545,0.6242326,0.00016376062,0.0010218743,0.002644314,0.0068409583,0.13703676,0.1070578,0.0013170445,0.011876718,0.00026511302],"about_ca_topic_score_codex":0.002661691,"about_ca_topic_score_gemma":0.007160591,"teacher_disagreement_score":0.002661691,"about_ca_system_score_codex":0.0009194586,"about_ca_system_score_gemma":0.0002705506,"threshold_uncertainty_score":0.0066711903},"labels":[],"label_agreement":null},{"id":"W4361279137","doi":"10.12924/cis2023.11010001","title":"Evaluating the Effectiveness of Commercially Developed Appraisal Instruments (CDAIs) Using Composite Indices to Assess, Compare, and Rank the Liveability, Quality of Living and Sustainability Performance of Cities and Communities","year":2023,"lang":"en","type":"article","venue":"Challenges in Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"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":"Weighting; Ranking (information retrieval); Rank (graph theory); Sustainability; Identification (biology); Relevance (law); Composite index; Computer science; Selection (genetic algorithm); Management science; Composite indicator; Statistics; Data mining; Mathematics; Econometrics; Machine learning; Engineering; Medicine","score_opus":0.1672440280513468,"score_gpt":0.41476495492502397,"score_spread":0.24752092687367716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361279137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6299401,0.01364634,0.2158298,0.00296976,0.0021392093,0.016748315,0.0023702388,0.00083982944,0.11551636],"genre_scores_gemma":[0.67000765,0.00331477,0.31647688,0.00043793514,0.00025371133,0.0054520443,0.00089027395,0.000108245105,0.0030584743],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.8669833,0.082972206,0.010454722,0.0046817916,0.03350011,0.0014077869],"domain_scores_gemma":[0.66212785,0.24429172,0.022653049,0.010816307,0.058038116,0.0020729543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13218856,0.0016280427,0.0012887655,0.0076431716,0.0011202039,0.0054202355,0.0019935,0.0010594558,0.0037340024],"category_scores_gemma":[0.25871515,0.0004028426,0.0016944283,0.006300237,0.0020185558,0.0049655,0.0033903602,0.0017111901,0.00097134104],"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":[0.0021781046,0.0011838925,0.0825224,0.0068304776,0.0010971532,0.00017092486,0.009805131,0.0064541353,0.006705552,0.020677479,0.00787378,0.854501],"study_design_scores_gemma":[0.0018754031,0.032517426,0.4680396,0.013506593,0.0040146466,0.0010659491,0.05896541,0.14021473,0.04498955,0.052991796,0.18006258,0.0017563336],"about_ca_topic_score_codex":0.0018775495,"about_ca_topic_score_gemma":0.0028029773,"teacher_disagreement_score":0.13218856,"about_ca_system_score_codex":0.0035165993,"about_ca_system_score_gemma":0.0047474187,"threshold_uncertainty_score":0.6990883},"labels":[],"label_agreement":null},{"id":"W4361285117","doi":"10.5539/jsd.v16n2p119","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 2","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Library science; Environmental ethics; Geography; Philosophy; Computer science; Law","score_opus":0.016316300776526155,"score_gpt":0.26219845101736755,"score_spread":0.2458821502408414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361285117","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001250146,0.0020703867,0.0007681611,0.15900098,0.8338307,0.0003929037,0.0004484994,0.00032291433,0.003040366],"genre_scores_gemma":[0.0042645,0.0066299275,0.002332939,0.21873897,0.7009472,0.0020503888,0.0011022562,0.0008614403,0.06307228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9708043,0.005058512,0.0052169445,0.0019803355,0.015576439,0.0013634771],"domain_scores_gemma":[0.3529692,0.025705244,0.010508413,0.0043646228,0.59754354,0.008909058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024134396,0.002489861,0.0042799152,0.0060599516,0.0041761734,0.008329659,0.003954132,0.0159898,0.07313663],"category_scores_gemma":[0.31235406,0.0012596467,0.0034312815,0.002466292,0.0024057776,0.0052720234,0.0031612318,0.010853305,0.042178255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024228799,0.0000036443137,0.00006323954,0.00022935636,0.000005413404,0.000058789436,0.000027215463,0.000006737231,0.000041320443,0.00008289366,0.99680674,0.0026504947],"study_design_scores_gemma":[0.00011404072,0.00004060806,0.0007913651,0.0019274111,0.00005025025,0.0009044416,0.0003177986,0.00019405954,0.00024845675,0.0009022065,0.99440694,0.00010237549],"about_ca_topic_score_codex":0.003538246,"about_ca_topic_score_gemma":0.0062143006,"teacher_disagreement_score":0.07313663,"about_ca_system_score_codex":0.0043326374,"about_ca_system_score_gemma":0.009065235,"threshold_uncertainty_score":0.2446664},"labels":[],"label_agreement":null},{"id":"W4362475806","doi":"10.24908/iqurcp16281","title":"WELL Building Standard","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Certification; Scopus; Strengths and weaknesses; Work (physics); Computer science; Grey literature; Architectural engineering; Capacity building; Implementation; Data science; Engineering management; Engineering; Political science; Software engineering","score_opus":0.07381397052808714,"score_gpt":0.36202677499879243,"score_spread":0.2882128044707053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362475806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060372152,0.00454227,0.011454737,0.0032593173,0.0012729657,0.001094424,0.04437456,0.002867141,0.92509747],"genre_scores_gemma":[0.09347259,0.013763436,0.043499183,0.0061949245,0.0007873859,0.002947116,0.12752421,0.002998578,0.7088124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99367106,0.00088025036,0.00077767775,0.0005501481,0.0036336798,0.0004871993],"domain_scores_gemma":[0.9928497,0.0009593362,0.00057431345,0.00074460445,0.0043007894,0.00057138305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031632339,0.0008205864,0.0006169028,0.006729323,0.0018108565,0.0055500697,0.0018213616,0.001912451,0.18847777],"category_scores_gemma":[0.011301131,0.00039187644,0.00074697303,0.008089474,0.0009991836,0.0042002113,0.0031966039,0.0015587058,0.08874393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017789952,0.00012308928,0.0026490865,0.0028075997,0.000022312843,0.00020419712,0.0011757683,0.00055182097,0.0016419167,0.11481052,0.612376,0.26345992],"study_design_scores_gemma":[0.0000049099126,0.000016671562,0.0015774529,0.00029740192,0.000005734403,0.000078232406,0.00019155857,0.00003192883,0.00020739836,0.0016502653,0.9959268,0.000011563527],"about_ca_topic_score_codex":0.012786268,"about_ca_topic_score_gemma":0.02323007,"teacher_disagreement_score":0.18847777,"about_ca_system_score_codex":0.003275412,"about_ca_system_score_gemma":0.0077216937,"threshold_uncertainty_score":0.63052094},"labels":[],"label_agreement":null},{"id":"W4362650248","doi":"10.1007/978-3-031-25488-8_2","title":"A Need for Sustainable Urban Environments","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Environmental planning; Environmental science","score_opus":0.013489240766726779,"score_gpt":0.21207167364545237,"score_spread":0.1985824328787256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362650248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001101372,0.010468548,0.0043381206,0.039716344,0.0030549092,0.000023514349,0.000045935798,0.00008400784,0.9411673],"genre_scores_gemma":[0.02280368,0.015739277,0.0074200835,0.014008002,0.0011633993,0.00007389542,0.00010838672,0.00017859146,0.93850476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995079,0.00011300186,0.000009551992,0.000043203156,0.00025769102,0.00006858453],"domain_scores_gemma":[0.9997917,0.00006619382,0.00000973693,0.000022656384,0.000070096,0.00003968977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054161367,0.0004564897,0.0003224734,0.00050735596,0.002218903,0.0043607894,0.00063527905,0.0028636751,0.026857514],"category_scores_gemma":[0.00067887397,0.00025910637,0.00021119132,0.00079210725,0.003295284,0.0049268473,0.0027075086,0.004241108,0.008605555],"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":[0.0000028002469,0.000015708105,0.00003778398,0.00007691894,0.000001560266,0.00003509713,0.0005913172,0.00023004174,0.00022482192,0.7696467,0.1913388,0.03779841],"study_design_scores_gemma":[6.299382e-7,0.0000025747268,0.000046684327,0.000057794805,7.208721e-7,0.000032691023,0.0003690237,0.000059930142,0.000045590838,0.062900245,0.93648195,0.000002172227],"about_ca_topic_score_codex":0.004202477,"about_ca_topic_score_gemma":0.01953927,"teacher_disagreement_score":0.026857514,"about_ca_system_score_codex":0.0017682659,"about_ca_system_score_gemma":0.0035024185,"threshold_uncertainty_score":0.089847386},"labels":[],"label_agreement":null},{"id":"W4364357730","doi":"10.18280/ijsdp.180308","title":"Investigation of the Sustainability Potentials in the Ten House Project Bangkok-Thailand","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Architectural engineering; Geography; Engineering","score_opus":0.021208703066166408,"score_gpt":0.26413779348697713,"score_spread":0.24292909042081073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364357730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881114,0.000070375296,0.00016561452,0.00005084944,0.0000013965251,0.000030723175,0.000067394125,0.0000029475702,0.011499293],"genre_scores_gemma":[0.9963785,0.00021965784,0.00025572997,0.0000065511895,8.220164e-7,0.000016510154,0.00007020821,0.0000031590182,0.0030489014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918586,0.00039012363,0.000033246924,0.0000628063,0.00018565657,0.00014224455],"domain_scores_gemma":[0.999166,0.0003293066,0.00012533399,0.000022881943,0.00018528303,0.00017115481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009770404,0.00024254575,0.00014117113,0.00067157863,0.0015283258,0.0020852706,0.00028698894,0.00035389443,0.00214732],"category_scores_gemma":[0.0011258224,0.00018750882,0.00023117934,0.0012593584,0.00085552194,0.0007011223,0.0011950942,0.00039242895,0.00021963399],"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":[0.0016171384,0.0010951858,0.60990846,0.0020478547,0.00020767549,0.025050143,0.12746401,0.023229362,0.024172325,0.015620176,0.0026964021,0.16689119],"study_design_scores_gemma":[0.000025857475,0.002170936,0.5903683,0.0003534987,0.00013186336,0.0025740128,0.3602342,0.008912049,0.008819337,0.0019181534,0.024388865,0.000102932674],"about_ca_topic_score_codex":0.019418703,"about_ca_topic_score_gemma":0.04824949,"teacher_disagreement_score":0.019418703,"about_ca_system_score_codex":0.001957274,"about_ca_system_score_gemma":0.0014615838,"threshold_uncertainty_score":0.038611352},"labels":[],"label_agreement":null},{"id":"W4364377885","doi":"10.18280/ijsdp.180315","title":"Building Regulations Assessment in Terms of Affordability Values. Towards Sustainable Housing Supplying in Palestine","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Palestine; Environmental planning; Business; Sustainable development; Natural resource economics; Environmental economics; Environmental science; Political science; Economics; Law; Ancient history","score_opus":0.018441934873039783,"score_gpt":0.2979414186003573,"score_spread":0.2794994837273175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364377885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237538,0.0007386009,0.0068960562,0.000866366,0.000024687979,0.00015336201,0.00021791772,0.000018452356,0.06733085],"genre_scores_gemma":[0.9951891,0.0002211286,0.002999538,0.000042360756,0.0000032096425,0.00005429087,0.000059142978,0.0000020029404,0.001429191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972717,0.0009567294,0.0002194865,0.0001367486,0.001225405,0.00018987275],"domain_scores_gemma":[0.99772054,0.0007371044,0.00070888334,0.00014846153,0.00058706093,0.00009797355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035547174,0.0002345796,0.0001452854,0.0013851105,0.0010124983,0.0018222487,0.0003814897,0.00033685338,0.001960063],"category_scores_gemma":[0.00487245,0.00016008661,0.00026439433,0.0012818609,0.0017423491,0.00096476637,0.001774785,0.00049353583,0.00014864445],"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":[0.0002507398,0.00036291755,0.5722306,0.0010926054,0.00006794692,0.0010709919,0.06274482,0.013259759,0.015915254,0.08418179,0.0029552383,0.24586742],"study_design_scores_gemma":[0.000016108115,0.00053397875,0.76032025,0.00092768634,0.00007037729,0.0006355106,0.11917524,0.007315694,0.012908461,0.016118743,0.08186946,0.00010852171],"about_ca_topic_score_codex":0.009902729,"about_ca_topic_score_gemma":0.028741887,"teacher_disagreement_score":0.009902729,"about_ca_system_score_codex":0.002989102,"about_ca_system_score_gemma":0.0025945432,"threshold_uncertainty_score":0.021687508},"labels":[],"label_agreement":null},{"id":"W4366139808","doi":"10.46254/eu05.20220513","title":"Exploring the Interrelationship Between the Current and Future Sustainable Building Design Factors: UAE Perspective","year":2022,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Perspective (graphical); Current (fluid); Computer science; Architectural engineering; Engineering; Electrical engineering","score_opus":0.0735799971035508,"score_gpt":0.2783413527499667,"score_spread":0.2047613556464159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366139808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60558754,0.00691592,0.13964003,0.009838339,0.00015115686,0.00035298345,0.0005395795,0.00012903522,0.2368454],"genre_scores_gemma":[0.97080874,0.0015556789,0.023255821,0.00014355271,0.000013008352,0.00006094465,0.00010771543,0.000010547855,0.0040439693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979962,0.0009108257,0.00008803799,0.0001524362,0.0005476847,0.00030482316],"domain_scores_gemma":[0.99731004,0.0013960392,0.000309977,0.000100508674,0.0006870385,0.00019641877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024522417,0.00072465243,0.00041476326,0.004276789,0.0015696767,0.006162692,0.0005042561,0.0010441297,0.0057557314],"category_scores_gemma":[0.004327272,0.0003932358,0.00077839935,0.0034402614,0.0019550575,0.004807001,0.0026930778,0.0010279224,0.00041135508],"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":[0.00014678073,0.0004432872,0.15732393,0.0018917762,0.00030846885,0.0020383091,0.023509467,0.03421629,0.005316766,0.4920264,0.0051992578,0.2775792],"study_design_scores_gemma":[0.000022151655,0.00052330707,0.2043347,0.0027204072,0.00033217535,0.0015008227,0.16660354,0.12603454,0.0054923724,0.28418404,0.20797794,0.0002739613],"about_ca_topic_score_codex":0.007882694,"about_ca_topic_score_gemma":0.015483741,"teacher_disagreement_score":0.007882694,"about_ca_system_score_codex":0.002760698,"about_ca_system_score_gemma":0.0024871542,"threshold_uncertainty_score":0.02003032},"labels":[],"label_agreement":null},{"id":"W4366506715","doi":"10.11159/icsect23.003","title":"Climate Change and Innovations in Concrete Technology","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Computer science; Geology","score_opus":0.008485996937575726,"score_gpt":0.20170486016345512,"score_spread":0.1932188632258794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366506715","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082937054,0.16177519,0.011902742,0.14972936,0.006400903,0.00011379577,0.0010557271,0.00038620943,0.5856991],"genre_scores_gemma":[0.6085174,0.18669045,0.013817263,0.013245441,0.0029560192,0.00010500268,0.00070568203,0.00013519962,0.1738275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991897,0.00017706657,0.00004367367,0.00016946433,0.00025829213,0.00016185381],"domain_scores_gemma":[0.99921083,0.00016830281,0.000110372406,0.00011310625,0.00025580864,0.00014140425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012281915,0.00035177078,0.00019705552,0.00067773403,0.0007692075,0.0020247204,0.00045471409,0.0017358755,0.01443632],"category_scores_gemma":[0.0018317037,0.00012851281,0.0003367718,0.001183481,0.0016792183,0.0027337347,0.0013190033,0.0019199263,0.0037088227],"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":[0.00012440744,0.00016444223,0.0054860073,0.0010658088,0.00004231765,0.0006837184,0.0011624349,0.0025007566,0.008829927,0.5568878,0.05111671,0.37193573],"study_design_scores_gemma":[0.0000054881602,0.00008575893,0.0066953436,0.0003181844,0.0000099393565,0.00030774428,0.00052643847,0.0005053539,0.0016611101,0.05290994,0.936953,0.00002163304],"about_ca_topic_score_codex":0.0025947257,"about_ca_topic_score_gemma":0.002951288,"teacher_disagreement_score":0.01443632,"about_ca_system_score_codex":0.001953864,"about_ca_system_score_gemma":0.0018734284,"threshold_uncertainty_score":0.048294365},"labels":[],"label_agreement":null},{"id":"W4367164095","doi":"10.58948/2331-3528.2048","title":"The Road to Affordable Housing: How to Replace Highways with Homes in New York City","year":2022,"lang":"en","type":"article","venue":"Pace law review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Harm; Affordable housing; Environmental planning; Business; Low income; Natural resource economics; Transport engineering; Geography; Economic growth; Engineering; Economics; Socioeconomics; Political science","score_opus":0.021371219427300952,"score_gpt":0.2455793607336457,"score_spread":0.22420814130634475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164095","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059127048,0.047245067,0.0071883774,0.49575102,0.014267572,0.0009828593,0.00063014193,0.00063947466,0.3741685],"genre_scores_gemma":[0.35644192,0.100512266,0.032565467,0.118304744,0.003242145,0.0014715177,0.0016076367,0.0005123204,0.38534197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986708,0.00031651088,0.000067672234,0.000091063455,0.00049941905,0.00035459202],"domain_scores_gemma":[0.9981723,0.0002527034,0.00012588329,0.00005539982,0.00059565535,0.00079807633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020627377,0.000579436,0.00027983455,0.00094652676,0.007399945,0.0064794966,0.0018335808,0.0040179035,0.021600312],"category_scores_gemma":[0.003731871,0.0005418969,0.00041540567,0.0006697946,0.003388896,0.007377954,0.004822336,0.0042208396,0.0026736062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018912806,0.0002636661,0.008297058,0.00056189066,0.000024068164,0.0009421684,0.010872801,0.0007678194,0.0010604778,0.04216464,0.7549391,0.18008745],"study_design_scores_gemma":[0.0000212095,0.000085456275,0.010259478,0.0010039265,0.000030292846,0.0001786226,0.020909702,0.0004655942,0.00040284675,0.0041059717,0.96246076,0.000076079414],"about_ca_topic_score_codex":0.37808472,"about_ca_topic_score_gemma":0.66534615,"teacher_disagreement_score":0.37808472,"about_ca_system_score_codex":0.008461947,"about_ca_system_score_gemma":0.0248947,"threshold_uncertainty_score":0.75176805},"labels":[],"label_agreement":null},{"id":"W4367692862","doi":"10.1007/s13412-023-00836-7","title":"Making embodied carbon mainstream: a framework for cities to leverage waste, equity, and preservation policy to reduce embodied emissions in buildings","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pacific Institute for Climate Solutions; University of Victoria","funders":"","keywords":"Incrementalism; Framing (construction); Climate change mitigation; Embodied energy; Equity (law); Affordable housing; Business; Greenhouse gas; Economics; Engineering; Economic growth; Political science; Civil engineering; Politics","score_opus":0.07933935860426039,"score_gpt":0.36495692930138035,"score_spread":0.28561757069711996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367692862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015879668,0.0021732273,0.502878,0.10081086,0.001170012,0.00062484306,0.00018059899,0.0005613442,0.37572142],"genre_scores_gemma":[0.7147734,0.001999601,0.24274375,0.00882927,0.00046890753,0.0012688341,0.000107424676,0.00024329132,0.029565599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946497,0.0029046969,0.0001594556,0.0006063219,0.00090723403,0.000772606],"domain_scores_gemma":[0.9969073,0.0011919708,0.00024841414,0.000369074,0.0006111956,0.00067212567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011483533,0.001534465,0.0006807694,0.00310045,0.0049999473,0.014041475,0.004567644,0.009973908,0.009327005],"category_scores_gemma":[0.006201442,0.0007817523,0.0014319917,0.0017041091,0.025591616,0.013312803,0.015636448,0.008173572,0.0011009548],"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":[0.000003751852,0.000021080685,0.00005386233,0.00002089004,0.00000326197,0.000038401453,0.00029447084,0.004062971,0.000079942976,0.9917549,0.0012278643,0.002438616],"study_design_scores_gemma":[0.000018721244,0.000025541509,0.00009210868,0.00015169855,0.000011288551,0.000017668395,0.0010151566,0.007858105,0.0002907543,0.9311183,0.05937386,0.000026796106],"about_ca_topic_score_codex":0.012348935,"about_ca_topic_score_gemma":0.02066954,"teacher_disagreement_score":0.014367305,"about_ca_system_score_codex":0.014367305,"about_ca_system_score_gemma":0.02125415,"threshold_uncertainty_score":0.10424256},"labels":[],"label_agreement":null},{"id":"W4377234414","doi":"10.1016/j.buildenv.2023.110452","title":"Is energy-efficient building sustainable? A case study on individual housing in Canada under BCESC energy updates","year":2023,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Greenhouse gas; Life-cycle assessment; Embodied energy; Environmental economics; Sustainability; Environmental impact assessment; Efficient energy use; Baseline (sea); Environmental resource management; Engineering; Business; Production (economics); Environmental science; Economics","score_opus":0.014073326573623887,"score_gpt":0.2202714590153924,"score_spread":0.20619813244176852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377234414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453219,0.0005452021,0.0006722964,0.0040497016,0.000042583557,0.00014406546,0.00025198914,0.000019855312,0.04895236],"genre_scores_gemma":[0.9706807,0.00049388915,0.0008936944,0.0003060521,0.000006949659,0.000020487481,0.00008828846,0.000013714916,0.02749623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986148,0.0001684114,0.00001976696,0.00007331392,0.0003517766,0.00077194226],"domain_scores_gemma":[0.99856323,0.00016712547,0.00005268424,0.00003927299,0.00062378,0.0005538745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009260076,0.0002457094,0.00023972274,0.0005926871,0.017485268,0.0032623287,0.0014538483,0.001398465,0.0038215853],"category_scores_gemma":[0.0013460687,0.00021694745,0.00031176457,0.001604847,0.0025803924,0.000662861,0.0014678675,0.0014582583,0.00019635557],"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":[0.00064121565,0.0013995838,0.27949175,0.00057722756,0.00015363967,0.034020633,0.2571219,0.010594442,0.007361534,0.061143838,0.065013625,0.28248063],"study_design_scores_gemma":[0.000023783567,0.0002056847,0.19142023,0.00030192808,0.00006631044,0.0014366414,0.6354988,0.0040253126,0.0016026436,0.0014759796,0.16386847,0.00007421645],"about_ca_topic_score_codex":0.9914675,"about_ca_topic_score_gemma":0.99891186,"teacher_disagreement_score":0.061740573,"about_ca_system_score_codex":0.061740573,"about_ca_system_score_gemma":0.084172845,"threshold_uncertainty_score":0.44796133},"labels":[],"label_agreement":null},{"id":"W4378229600","doi":"10.5539/jsd.v16n3p136","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 3","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional science; Political science; Geography; Law","score_opus":0.016577198467355798,"score_gpt":0.2623358565437234,"score_spread":0.24575865807636757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378229600","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001380594,0.002085821,0.0008773167,0.16452263,0.8278689,0.0004292625,0.00046261548,0.0003583863,0.0032570725],"genre_scores_gemma":[0.004876668,0.00710984,0.0026341004,0.22884278,0.68831795,0.0021421835,0.001115753,0.00093464385,0.0640261],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97204566,0.0047186185,0.0050319214,0.0018481443,0.015028295,0.0013274001],"domain_scores_gemma":[0.35086805,0.024376383,0.010524596,0.0042318227,0.6012348,0.008764342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023591137,0.0023403328,0.0041465526,0.0057102484,0.0041663353,0.008086628,0.0039656665,0.015811913,0.071549535],"category_scores_gemma":[0.30321333,0.0011874671,0.003589715,0.0024432056,0.0024332034,0.004840586,0.0030147429,0.010772996,0.041679904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024345754,0.0000035953335,0.00006885604,0.00022385699,0.0000055457463,0.00006161664,0.000028457343,0.0000071642085,0.000042411182,0.000089471985,0.9965496,0.0028949014],"study_design_scores_gemma":[0.00010893768,0.000038412843,0.0007869126,0.0019046683,0.000052278396,0.0009135309,0.00031593192,0.00020554572,0.0002611645,0.0009960518,0.9943137,0.0001029059],"about_ca_topic_score_codex":0.003804588,"about_ca_topic_score_gemma":0.006530359,"teacher_disagreement_score":0.071549535,"about_ca_system_score_codex":0.0044897357,"about_ca_system_score_gemma":0.009477459,"threshold_uncertainty_score":0.23935705},"labels":[],"label_agreement":null},{"id":"W4378464633","doi":"10.5281/zenodo.7468316","title":"Context-specific assessment methods for life cycle-related environmental impacts caused by buildings","year":2023,"lang":"en","type":"report","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"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":"Junta de Andalucía; Energistyrelsen; Bundesamt für Energie; Bundesministerium für Wirtschaft und Energie; Agence de l'Environnement et de la Maîtrise de l'Energie; Norges Forskningsråd; Mitacs; Österreichische Forschungsförderungsgesellschaft; Energimyndigheten; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Commission; Bundesministerium für Bildung und Forschung; Università degli Studi di Palermo; Bundesministerium für Klimaschutz, Umwelt, Energie, Mobilität, Innovation und Technologie; Universidad de Sevilla","keywords":"Life-cycle assessment; Context (archaeology); Architectural engineering; Environmental impact assessment; Environmental resource management; Environmental planning; Energy (signal processing); Engineering; Environmental science; Geography; Political science; Economics; Archaeology","score_opus":0.025348691390033564,"score_gpt":0.30828103674923524,"score_spread":0.2829323453592017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378464633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008513702,0.0008663581,0.9734186,0.00017269257,0.00010361333,0.000992261,0.0011082025,0.0004005237,0.014424095],"genre_scores_gemma":[0.18948469,0.001856409,0.7962095,0.00023016988,0.00010202211,0.00491983,0.0020659526,0.00024045022,0.0048908954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901039,0.0051174946,0.0007448133,0.001242319,0.002521296,0.00027012886],"domain_scores_gemma":[0.990694,0.004873451,0.0011026727,0.0013790574,0.0018331517,0.00011766048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008617641,0.0019693035,0.00079225784,0.004723101,0.00088820345,0.0033332126,0.0018818293,0.0011915858,0.007520444],"category_scores_gemma":[0.020483736,0.00048708232,0.0023070923,0.0035173246,0.0012069317,0.0028019887,0.0038412318,0.001368744,0.0014353503],"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":[0.00031908025,0.00041253836,0.027996011,0.00448487,0.0007658277,0.0006328373,0.004318801,0.13927418,0.012486662,0.32797495,0.008328674,0.47300562],"study_design_scores_gemma":[0.00014944283,0.000899142,0.034086972,0.003328735,0.0008976435,0.0016497945,0.0078077572,0.29980424,0.022225384,0.40687355,0.221747,0.00053037895],"about_ca_topic_score_codex":0.002696857,"about_ca_topic_score_gemma":0.005281191,"teacher_disagreement_score":0.008617641,"about_ca_system_score_codex":0.0016260295,"about_ca_system_score_gemma":0.0022409386,"threshold_uncertainty_score":0.045574963},"labels":[],"label_agreement":null},{"id":"W4378602395","doi":"10.1007/s40899-023-00864-9","title":"Cultural meanings of water to source water protection in rural Ghana","year":2023,"lang":"en","type":"article","venue":"Sustainable Water Resources Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sanitation; Sustainability; Mythology; Water source; Focus group; Sustainable development; Clean water; Qualitative research; Environmental planning; Economic growth; Business; Political science; Environmental resource management; Sociology; Geography; Water resource management; Engineering; Social science; Environmental engineering; Marketing; Ecology; Environmental science","score_opus":0.007991245877820755,"score_gpt":0.2136316526813373,"score_spread":0.20564040680351653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378602395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91647035,0.001704701,0.0008196611,0.012531604,0.00006560882,0.000022777398,0.000026390262,0.0000054193442,0.06835352],"genre_scores_gemma":[0.99848217,0.0003379951,0.00010151851,0.00014356874,0.0000061791593,0.0000062481226,0.0000024999654,0.0000033658682,0.00091634115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99869823,0.0010259802,0.00002245998,0.00003677871,0.00007225708,0.00014420503],"domain_scores_gemma":[0.99838936,0.00092503015,0.00035464088,0.00004465413,0.00010092363,0.00018537029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015698172,0.00025459903,0.00017891858,0.0007064945,0.0047650896,0.002780708,0.0003390657,0.0006675393,0.0030051058],"category_scores_gemma":[0.0025820925,0.00019309421,0.000073560965,0.0011167289,0.0153675405,0.0019358738,0.0023786859,0.001538205,0.00011091811],"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":[0.000047329253,0.00003252281,0.0053461944,0.00010303389,0.0000038241847,0.001036173,0.901048,0.00008424262,0.0010885475,0.08240216,0.0010397894,0.007768344],"study_design_scores_gemma":[0.000015294181,0.000025632606,0.009894741,0.00026374173,0.000007314201,0.00033993795,0.9453459,0.000102793776,0.00023930197,0.013092048,0.030663576,0.000009737459],"about_ca_topic_score_codex":0.014460025,"about_ca_topic_score_gemma":0.032677874,"teacher_disagreement_score":0.014460025,"about_ca_system_score_codex":0.004406401,"about_ca_system_score_gemma":0.0021669485,"threshold_uncertainty_score":0.03197086},"labels":[],"label_agreement":null},{"id":"W4378906585","doi":"10.3389/frsc.2023.1211125","title":"Editorial: Adapting cities for transformative climate resilience: lessons from the field","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformative learning; Resilience (materials science); Climate change; Field (mathematics); Psychological resilience; Political science; Environmental resource management; Environmental planning; Sociology; Environmental ethics; Geography; Environmental science; Psychology; Oceanography; Geology","score_opus":0.008396892487942212,"score_gpt":0.2668407892464179,"score_spread":0.2584438967584757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378906585","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021773345,0.0016703879,0.00007996949,0.019477805,0.9766872,0.000020492316,0.00007670097,0.000057664114,0.0019079742],"genre_scores_gemma":[0.00047129285,0.002863906,0.00010870565,0.016293786,0.96301556,0.000033122822,0.00006737661,0.00006249571,0.017083766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958144,0.00055445154,0.00042647286,0.0005619826,0.0022932796,0.0003493699],"domain_scores_gemma":[0.98491055,0.0048002806,0.00083569327,0.0003700435,0.0066946857,0.0023888263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059456136,0.0047551435,0.003330063,0.003836682,0.0040757433,0.007953258,0.0034075833,0.013943256,0.03712646],"category_scores_gemma":[0.02282396,0.0009283459,0.0028832285,0.0016679849,0.001962979,0.004862341,0.0017162404,0.0141102495,0.022831885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020623836,0.000007654596,0.000010982325,0.000105498766,0.000006547741,0.000040110197,0.0000066140847,0.000020113164,0.000026178179,0.00014513789,0.99724436,0.0023661319],"study_design_scores_gemma":[0.0000628703,0.000023211556,0.00019052098,0.00038533963,0.00003295194,0.000113397095,0.000045063764,0.00013912596,0.00009908712,0.0010821711,0.99780804,0.000018159011],"about_ca_topic_score_codex":0.002302555,"about_ca_topic_score_gemma":0.007042056,"teacher_disagreement_score":0.03712646,"about_ca_system_score_codex":0.002987386,"about_ca_system_score_gemma":0.0038384956,"threshold_uncertainty_score":0.124200344},"labels":[],"label_agreement":null},{"id":"W4379106553","doi":"10.1016/j.rcns.2023.05.003","title":"Earthquake and deterioration inclusive probabilistic life cycle assessment (EDP-LCA) framework for buildings","year":2023,"lang":"en","type":"article","venue":"Resilient Cities and Structures","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Mitacs; Canadian Institute of Steel Construction","keywords":"Life-cycle assessment; Environmental impact assessment; Environmental science; Probabilistic logic; Hazard; Civil engineering; Forensic engineering; Engineering; Computer science; Production (economics)","score_opus":0.009092282888060571,"score_gpt":0.26950956639960866,"score_spread":0.2604172835115481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379106553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016069183,0.0017939688,0.9710525,0.000464865,0.00006781527,0.0001892231,0.0012448266,0.0003562142,0.008761382],"genre_scores_gemma":[0.7812813,0.0025806855,0.20530468,0.00022980984,0.0001171639,0.0012051399,0.0021406563,0.00022227778,0.0069183167],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988418,0.00059571565,0.000047740516,0.00014337551,0.00025499504,0.00011635121],"domain_scores_gemma":[0.9984864,0.00086921203,0.00015097568,0.0000803221,0.00033773555,0.000075476935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029552362,0.0017514778,0.0009791533,0.001967107,0.0006242846,0.0018010264,0.0020198403,0.0014170273,0.003586616],"category_scores_gemma":[0.003884054,0.0006755492,0.0018617078,0.001553963,0.0009284185,0.0012876176,0.0018472711,0.0012105567,0.00047326137],"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":[0.000007583347,0.000011367352,0.0004375397,0.000042323867,0.000040444032,0.00004499435,0.0000180835,0.9817649,0.00015424835,0.012941078,0.0003406224,0.004196698],"study_design_scores_gemma":[0.0000029086361,0.000015243579,0.00021301054,0.0000137653615,0.00002230668,0.000023344763,0.000014175691,0.9817816,0.000068995316,0.016695028,0.0011415946,0.000008038067],"about_ca_topic_score_codex":0.024915716,"about_ca_topic_score_gemma":0.017927928,"teacher_disagreement_score":0.024915716,"about_ca_system_score_codex":0.0019854335,"about_ca_system_score_gemma":0.0028356519,"threshold_uncertainty_score":0.049541414},"labels":[],"label_agreement":null},{"id":"W4379375424","doi":"10.1007/s11356-023-27998-9","title":"Willingness to pay premium prices for green buildings: evidence from an emerging economy","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Willingness to pay; Ascription; Incentive; Greenhouse gas; Business; Control (management); Willingness to accept; Affect (linguistics); Public economics; Economics; Psychology; Microeconomics","score_opus":0.05369359619295094,"score_gpt":0.3593905932487222,"score_spread":0.30569699705577125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379375424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99004316,0.0008678648,0.0003662557,0.0016916557,0.000026308388,0.000011456721,0.0002848667,0.0000049916857,0.0067034587],"genre_scores_gemma":[0.9985398,0.00033268498,0.000052411146,0.0001674087,0.00002238116,0.0000031749291,0.00013113857,0.0000019694548,0.00074912223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993456,0.00022456063,0.000034100773,0.000083752435,0.00014675283,0.00016519135],"domain_scores_gemma":[0.97076,0.020968422,0.0053047175,0.00095134607,0.0010583256,0.00095714384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002223041,0.00020115159,0.00037868682,0.00059676426,0.00042215074,0.0016521912,0.00075272424,0.0011896215,0.008369602],"category_scores_gemma":[0.010857372,0.00020141165,0.0006398308,0.00075878535,0.0012924641,0.0014938079,0.00075564644,0.0023474211,0.0005902779],"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":[0.009746515,0.0046633175,0.8459332,0.0005085538,0.0009382635,0.00088290975,0.0024131564,0.0059215813,0.0009919738,0.042684887,0.007602439,0.07771315],"study_design_scores_gemma":[0.0010153975,0.0012419064,0.9525166,0.0001536972,0.0006550481,0.0002738695,0.006190162,0.005385756,0.0008755202,0.022885807,0.008743846,0.0000623923],"about_ca_topic_score_codex":0.008713608,"about_ca_topic_score_gemma":0.0070935637,"teacher_disagreement_score":0.008713608,"about_ca_system_score_codex":0.00064054586,"about_ca_system_score_gemma":0.00041427425,"threshold_uncertainty_score":0.027999103},"labels":[],"label_agreement":null},{"id":"W4380742623","doi":"10.1016/j.jclepro.2023.137629","title":"Understanding the environmental impacts of virgin aggregates: Critical literature review and primary comprehensive life cycle assessments","year":2023,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Life-cycle assessment; Primary (astronomy); Environmental impact assessment; Environmental science; Natural resource economics; Environmental planning; Economics; Political science; Production (economics)","score_opus":0.03137666565220629,"score_gpt":0.28815543911841124,"score_spread":0.2567787734662049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380742623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011748868,0.97880596,0.0014404847,0.0025162683,0.00019085512,0.00016771034,0.001069367,0.000015433994,0.0040451074],"genre_scores_gemma":[0.06527779,0.93061453,0.0018728896,0.0009936261,0.00013797256,0.0001079894,0.0006582434,0.0000092268165,0.00032777467],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99675,0.0007652502,0.00059249107,0.00037632787,0.0012973064,0.00021870426],"domain_scores_gemma":[0.9625362,0.0238644,0.003589593,0.0006924201,0.008983655,0.00033357533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101211015,0.0013436031,0.001786335,0.015777746,0.0006344743,0.0034591388,0.0015738448,0.0016719183,0.0027734216],"category_scores_gemma":[0.021552473,0.0005860868,0.0023451652,0.011181831,0.001228525,0.0042963168,0.0016383835,0.0013833072,0.0003817256],"study_design_candidate":"systematic_review","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":[0.00033578306,0.00025004183,0.006579305,0.24468651,0.0037660545,0.0005794139,0.0016014593,0.00785459,0.0042291773,0.008939986,0.011541046,0.7096367],"study_design_scores_gemma":[0.00006148989,0.0010831546,0.040672142,0.45472407,0.025367156,0.000828723,0.0073493225,0.0038580867,0.008413557,0.017057521,0.4403542,0.00023058678],"about_ca_topic_score_codex":0.018720439,"about_ca_topic_score_gemma":0.041837443,"teacher_disagreement_score":0.018720439,"about_ca_system_score_codex":0.0044694897,"about_ca_system_score_gemma":0.019538997,"threshold_uncertainty_score":0.053526163},"labels":[],"label_agreement":null},{"id":"W4381332906","doi":"10.32920/23546229.v1","title":"Translating building design information into embodied carbon information: gaps, constraints, and recommendations","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Embodied cognition; Building information modeling; Computer science; Key (lock); Software; Order (exchange); Architectural engineering; Metropolitan area; Building design; Engineering; Business; Operations management; Geography","score_opus":0.024658900600917306,"score_gpt":0.2662188808362727,"score_spread":0.2415599802353554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381332906","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17153321,0.0038985994,0.5595925,0.08781071,0.0008243046,0.001212349,0.009964626,0.006301397,0.15886234],"genre_scores_gemma":[0.40129,0.0042526345,0.5705833,0.0022539375,0.000100910765,0.0008846303,0.0070882654,0.0014888518,0.012057425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9823627,0.008015344,0.001825139,0.0012428396,0.005778151,0.00077581755],"domain_scores_gemma":[0.9208059,0.04570818,0.002052905,0.010929395,0.019381328,0.0011223878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026619906,0.0015145534,0.0010722231,0.004360272,0.0014211674,0.013804975,0.003982849,0.0023254966,0.016032638],"category_scores_gemma":[0.091249846,0.0010802287,0.0010334753,0.004818141,0.00267242,0.018254008,0.0052309153,0.0028012055,0.004209725],"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":[0.0003728009,0.0008201823,0.021721108,0.003182067,0.000110738125,0.0005569567,0.0099500725,0.07559593,0.006470655,0.20444782,0.04733791,0.6294338],"study_design_scores_gemma":[0.00015462679,0.0004082227,0.013603376,0.008099709,0.00019772937,0.00045885416,0.07137009,0.2153243,0.031731397,0.24981433,0.40846053,0.00037693378],"about_ca_topic_score_codex":0.0394651,"about_ca_topic_score_gemma":0.03695736,"teacher_disagreement_score":0.0394651,"about_ca_system_score_codex":0.008674977,"about_ca_system_score_gemma":0.012777586,"threshold_uncertainty_score":0.14078122},"labels":[],"label_agreement":null},{"id":"W4381383168","doi":"10.32920/23546229","title":"Translating building design information into embodied carbon information: gaps, constraints, and recommendations","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Embodied cognition; Building information modeling; Computer science; Key (lock); Software; Architectural engineering; Order (exchange); Metropolitan area; Engineering; Business; Operations management; Geography","score_opus":0.024658900600917306,"score_gpt":0.2662188808362727,"score_spread":0.2415599802353554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381383168","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17153321,0.0038985994,0.5595925,0.08781071,0.0008243046,0.001212349,0.009964626,0.006301397,0.15886234],"genre_scores_gemma":[0.40129,0.0042526345,0.5705833,0.0022539375,0.000100910765,0.0008846303,0.0070882654,0.0014888518,0.012057425],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9823627,0.008015344,0.001825139,0.0012428396,0.005778151,0.00077581755],"domain_scores_gemma":[0.9208059,0.04570818,0.002052905,0.010929395,0.019381328,0.0011223878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026619906,0.0015145534,0.0010722231,0.004360272,0.0014211674,0.013804975,0.003982849,0.0023254966,0.016032638],"category_scores_gemma":[0.091249846,0.0010802287,0.0010334753,0.004818141,0.00267242,0.018254008,0.0052309153,0.0028012055,0.004209725],"study_design_candidate":"qualitative","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":[0.0003728009,0.0008201823,0.021721108,0.003182067,0.000110738125,0.0005569567,0.0099500725,0.07559593,0.006470655,0.20444782,0.04733791,0.6294338],"study_design_scores_gemma":[0.00015462679,0.0004082227,0.013603376,0.008099709,0.00019772937,0.00045885416,0.07137009,0.2153243,0.031731397,0.24981433,0.40846053,0.00037693378],"about_ca_topic_score_codex":0.0394651,"about_ca_topic_score_gemma":0.03695736,"teacher_disagreement_score":0.0394651,"about_ca_system_score_codex":0.008674977,"about_ca_system_score_gemma":0.012777586,"threshold_uncertainty_score":0.14078122},"labels":[],"label_agreement":null},{"id":"W4381855565","doi":"10.1007/s12205-023-0701-0","title":"A Decision Approach for Analysing the Role of Modern Methods, Project Management and Integrated Approaches in Environmentally Sustainable Construction Projects","year":2023,"lang":"en","type":"article","venue":"KSCE Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Snowball sampling; Likert scale; Project management; Structural equation modeling; Questionnaire; Nonprobability sampling; Construction management; Sustainability; Pre-construction services; Knowledge management; Engineering; Process management; Project management triangle; Computer science; Management science; Mathematics; Systems engineering; Civil engineering","score_opus":0.019099423493305588,"score_gpt":0.24945323903804506,"score_spread":0.23035381554473947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381855565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12298013,0.0005442364,0.8244505,0.0013805846,0.00012059894,0.0011561692,0.00075395475,0.00013061025,0.04848329],"genre_scores_gemma":[0.5889933,0.00031754034,0.4039295,0.00017458331,0.00005438213,0.0009535568,0.00033366028,0.000038027676,0.005205439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.989141,0.0070214276,0.0005796894,0.00072604505,0.0017945794,0.00073731656],"domain_scores_gemma":[0.9850922,0.012870237,0.0004678752,0.00027836813,0.00088108634,0.0004102081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010573301,0.0012251087,0.0012221669,0.005301709,0.0018807718,0.006577774,0.0017118745,0.0020511113,0.012069575],"category_scores_gemma":[0.013772346,0.0006988308,0.0023485527,0.0040457076,0.0032196383,0.0051545687,0.0029652105,0.0018146961,0.0005646104],"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":[0.0008849371,0.0008036183,0.011283562,0.00066098827,0.00048105628,0.0005017109,0.0017019132,0.16182294,0.0031007875,0.6507305,0.0021093045,0.16591865],"study_design_scores_gemma":[0.00019697256,0.00091065164,0.005063216,0.00029123266,0.00030098573,0.00018962169,0.0038140165,0.48955533,0.0021123672,0.48207784,0.01533701,0.00015074214],"about_ca_topic_score_codex":0.0074541424,"about_ca_topic_score_gemma":0.009544454,"teacher_disagreement_score":0.012069575,"about_ca_system_score_codex":0.005559618,"about_ca_system_score_gemma":0.0061566727,"threshold_uncertainty_score":0.05591762},"labels":[],"label_agreement":null},{"id":"W4382139804","doi":"10.1088/1755-1315/1196/1/012002","title":"The problem with net zero building policy: reflecting on the making, and future, of a global discourse","year":2023,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","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":"Université de Montréal; HEC Montréal","funders":"","keywords":"Legitimation; Legitimacy; Zero (linguistics); Corporate governance; Zero-energy building; Reputation; Global governance; Value (mathematics); Net (polyhedron); Political science; Business; Economic system; Public relations; Political economy; Sociology; Economics; Engineering; Computer science; Law; Politics; Efficient energy use; Mathematics","score_opus":0.015543344488658826,"score_gpt":0.2697635643478902,"score_spread":0.2542202198592313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382139804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45911115,0.008130193,0.022552758,0.27271643,0.0011555946,0.000090251466,0.0001254176,0.000089582354,0.23602864],"genre_scores_gemma":[0.99060434,0.000875053,0.0011909548,0.003539599,0.000085435,0.00003091634,0.000024406652,0.000069006885,0.0035804007],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95461535,0.036617834,0.0006733556,0.0016522979,0.003980036,0.0024611892],"domain_scores_gemma":[0.9629259,0.03097336,0.0015945784,0.001753951,0.0017068591,0.0010454045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.048568565,0.00086836447,0.00071859005,0.0026237834,0.015841799,0.025470993,0.0020016446,0.008274133,0.002622679],"category_scores_gemma":[0.030740665,0.00055350916,0.00050592265,0.0032396333,0.09154154,0.022518445,0.01348894,0.011336487,0.00036706778],"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":[0.000022777462,0.000010025033,0.00073259673,0.00009043385,0.0000054014918,0.0002596159,0.5399827,0.00024310192,0.0004129187,0.4503045,0.0030803364,0.004855602],"study_design_scores_gemma":[0.000008948982,0.000017522929,0.0006737547,0.0006563742,0.000011669469,0.00019580228,0.7099367,0.00064489513,0.00082781777,0.1232793,0.16370215,0.000045106608],"about_ca_topic_score_codex":0.013630179,"about_ca_topic_score_gemma":0.0101142675,"teacher_disagreement_score":0.9841582,"about_ca_system_score_codex":0.018770114,"about_ca_system_score_gemma":0.008647868,"threshold_uncertainty_score":0.25685817},"labels":[],"label_agreement":null},{"id":"W4382203702","doi":"10.18280/ijsdp.180632","title":"Sustainable Cities and Communities from Malaysian Local Authorities Perspectives","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Sultan Zainal Abidin","keywords":"Business; Risk management; Developing country; Content analysis; Focus group; Sustainable development; Private sector; Qualitative research; Environmental planning; Economic growth; Finance; Political science; Marketing; Economics; Geography; Sociology","score_opus":0.015356813772256613,"score_gpt":0.25261500411907534,"score_spread":0.23725819034681872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382203702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87195253,0.0035399431,0.00086768455,0.014593809,0.000078640274,0.000048989074,0.00011129023,0.000020914345,0.10878621],"genre_scores_gemma":[0.99336916,0.0015275247,0.00025578003,0.00040044528,0.000012588349,0.000012578928,0.00001641849,0.000003905215,0.0044016633],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976921,0.0014803389,0.00007738987,0.00008889749,0.00024200566,0.00041926975],"domain_scores_gemma":[0.9981153,0.0005117696,0.00032682085,0.000056586963,0.00029582906,0.0006936685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019751377,0.00038693,0.0001950687,0.0011642528,0.0053205267,0.006378216,0.00046848124,0.0010083152,0.0037214877],"category_scores_gemma":[0.0015036373,0.00027209002,0.00022220038,0.001003005,0.0055131707,0.0036940638,0.0055849995,0.0015156969,0.0002967986],"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":[0.000046707166,0.00009644467,0.031502396,0.00065924186,0.000034927147,0.0037921886,0.8406025,0.0012941923,0.0016975544,0.08498585,0.00570961,0.02957833],"study_design_scores_gemma":[0.0000031689315,0.000044194894,0.007662579,0.00045392328,0.000011419915,0.0005224323,0.9060935,0.000243337,0.00038855564,0.0029888009,0.081559345,0.000028804334],"about_ca_topic_score_codex":0.030772518,"about_ca_topic_score_gemma":0.08010612,"teacher_disagreement_score":0.030772518,"about_ca_system_score_codex":0.006343801,"about_ca_system_score_gemma":0.0064841677,"threshold_uncertainty_score":0.06118679},"labels":[],"label_agreement":null},{"id":"W4382239796","doi":"10.1007/978-981-19-7826-5_137","title":"The Relationship Between the Evolution of Buildings and the Environment in China","year":2023,"lang":"en","type":"book-chapter","venue":"Applied economics and policy studies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sustainability; China; Architectural engineering; Natural resource; Modernism (music); Built environment; Environmental planning; Building industry; Sustainable development; Natural (archaeology); Consumption (sociology); Architectural technology; Business; Engineering; Environmental resource management; Civil engineering; Political science; Geography; Architecture; Ecology; Environmental science; Sociology","score_opus":0.02353537916169356,"score_gpt":0.23851658277661553,"score_spread":0.21498120361492196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382239796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95438987,0.0049390537,0.0007024659,0.0016284724,0.00002801609,0.000012428722,0.00024697144,0.000019811723,0.0380329],"genre_scores_gemma":[0.9925484,0.001740393,0.00014288782,0.000048291215,0.000014921976,0.0000032932578,0.0000681038,0.0000032754292,0.005430514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99978644,0.000044223565,0.000011574646,0.000036669895,0.000046976937,0.00007410985],"domain_scores_gemma":[0.9997987,0.000058961734,0.00006071132,0.000013171608,0.000033058834,0.000035432025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027848568,0.00015148646,0.00016568485,0.0010191124,0.00085686235,0.0013564219,0.00039664854,0.00037360308,0.0019975624],"category_scores_gemma":[0.0004875703,0.00015299692,0.0002764208,0.0030077826,0.0013484681,0.0008273748,0.0007162955,0.00037253986,0.00008414291],"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":[0.00014198692,0.00009881025,0.5503455,0.0002558908,0.00015664402,0.0014544007,0.0069940314,0.024712572,0.002831844,0.30728048,0.0047077173,0.101020195],"study_design_scores_gemma":[0.0000065302957,0.00006806574,0.9401687,0.000059936134,0.00005491082,0.00016543391,0.0024721902,0.0115560675,0.00055212626,0.019819787,0.025041973,0.000034190372],"about_ca_topic_score_codex":0.19050817,"about_ca_topic_score_gemma":0.29165673,"teacher_disagreement_score":0.19050817,"about_ca_system_score_codex":0.0058350377,"about_ca_system_score_gemma":0.0036404047,"threshold_uncertainty_score":0.3787986},"labels":[],"label_agreement":null},{"id":"W4382774912","doi":"10.1007/978-981-99-2760-9","title":"A Transition to Sustainable Housing","year":2023,"lang":"en","type":"book","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; RMIT University; Deakin University","keywords":"Transition (genetics); Business; Environmental planning; Architectural engineering; Geography; Engineering","score_opus":0.010616469840485102,"score_gpt":0.22897615216426206,"score_spread":0.21835968232377695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382774912","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029351644,0.03001855,0.0030310354,0.06303995,0.010485807,0.000051799318,0.00016005943,0.00021689253,0.89006084],"genre_scores_gemma":[0.027177276,0.015571975,0.0025928365,0.011124793,0.0012591853,0.00005425717,0.00012084512,0.000115466275,0.9419834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968517,0.000056242738,0.0000063506372,0.000032521693,0.00015219611,0.00006756953],"domain_scores_gemma":[0.9998722,0.000019128696,0.000006385588,0.000008681551,0.000028684975,0.00006481376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035270987,0.00027733628,0.00018272882,0.00022913676,0.0016882529,0.00423732,0.00046911155,0.0018146494,0.032931257],"category_scores_gemma":[0.0006973871,0.00016683085,0.0002557654,0.000345154,0.0017084423,0.003968395,0.0029871059,0.0030265772,0.010813622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008191182,0.000022949876,0.00010828442,0.00006682513,0.0000017356441,0.00007730375,0.00083958247,0.00012663464,0.00023497602,0.18301341,0.75720274,0.05829732],"study_design_scores_gemma":[0.0000012390753,0.000006631512,0.00016698024,0.000074033815,4.1250178e-7,0.000036500838,0.0005896941,0.000053459185,0.000044383385,0.016613966,0.9824103,0.000002433785],"about_ca_topic_score_codex":0.0042832107,"about_ca_topic_score_gemma":0.014127639,"teacher_disagreement_score":0.032931257,"about_ca_system_score_codex":0.0016085008,"about_ca_system_score_gemma":0.002810502,"threshold_uncertainty_score":0.11016607},"labels":[],"label_agreement":null},{"id":"W4382776758","doi":"10.1007/978-981-99-2760-9_2","title":"Current Housing Provision","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Sustainability; Government (linguistics); Context (archaeology); Business; Quality (philosophy); Affordable housing; Environmental planning; Economics; Economic growth","score_opus":0.025234387357510792,"score_gpt":0.254627944202517,"score_spread":0.2293935568450062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382776758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020485673,0.045060337,0.0018380176,0.014481137,0.0015414481,0.000054785793,0.0036132894,0.00027221852,0.9126532],"genre_scores_gemma":[0.22552243,0.07613549,0.0038988085,0.004393178,0.0008202087,0.00011780138,0.009358055,0.0002806517,0.67947334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994615,0.000072953786,0.000023664083,0.000071221766,0.00027680458,0.000093934046],"domain_scores_gemma":[0.9997094,0.000053046784,0.000029162475,0.00002114136,0.00012738691,0.00005973318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045656762,0.00020669604,0.00017587902,0.0008848027,0.00084709993,0.0022965535,0.00075922726,0.00047237935,0.07960428],"category_scores_gemma":[0.0011225877,0.00014993845,0.00013690039,0.0019302729,0.00064488174,0.0022861897,0.0012857958,0.00093593274,0.013418511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002744705,0.000041583124,0.0033108771,0.0005924626,0.000005414183,0.00010742593,0.0025161752,0.000576098,0.00029746885,0.11730291,0.447322,0.42790005],"study_design_scores_gemma":[6.459507e-7,0.000006763881,0.0026144683,0.00029424022,0.0000010091353,0.000060577728,0.0006394501,0.000059909446,0.000056074306,0.0018814831,0.9943815,0.000003884552],"about_ca_topic_score_codex":0.01334088,"about_ca_topic_score_gemma":0.03216535,"teacher_disagreement_score":0.07960428,"about_ca_system_score_codex":0.0026837066,"about_ca_system_score_gemma":0.0017541411,"threshold_uncertainty_score":0.26630288},"labels":[],"label_agreement":null},{"id":"W4382787242","doi":"10.1007/978-981-99-2760-9_1","title":"Housing for a Sustainable Future","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Greenhouse gas; Climate change; Business; Built environment; Face (sociological concept); Environmental planning; Action (physics); Natural resource economics; Political science; Engineering; Geography; Economics; Sociology; Civil engineering; Ecology; Social science","score_opus":0.014203119706634128,"score_gpt":0.22950910014856882,"score_spread":0.2153059804419347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382787242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014195847,0.015904943,0.0037886288,0.011891706,0.0023572056,0.000044527816,0.00019675882,0.00015348982,0.96424305],"genre_scores_gemma":[0.016609155,0.011717191,0.0035804985,0.0034275514,0.0005935902,0.00005211552,0.00020950144,0.00013911181,0.9636714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996717,0.000058892656,0.00000574439,0.000040440485,0.00018615436,0.000037103626],"domain_scores_gemma":[0.9998821,0.000028013179,0.0000071378336,0.000012361944,0.000048292834,0.000022074884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025501664,0.00056372205,0.0002275071,0.00043646316,0.0017244647,0.0038038036,0.0004649092,0.0013518538,0.059311025],"category_scores_gemma":[0.0006114341,0.0001838701,0.00030207122,0.00051858736,0.0014118474,0.0031407168,0.0019604352,0.0023756542,0.018212562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063886355,0.000021428219,0.00016926425,0.00016779383,0.0000035716898,0.00007026371,0.001440977,0.00053571316,0.0004241115,0.28169218,0.61237377,0.10309461],"study_design_scores_gemma":[4.2402647e-7,0.0000040023597,0.00009138234,0.000114427894,7.4213506e-7,0.00004003721,0.00022979084,0.000074060015,0.00007493551,0.009812041,0.98955566,0.000002411292],"about_ca_topic_score_codex":0.0048719277,"about_ca_topic_score_gemma":0.011161983,"teacher_disagreement_score":0.059311025,"about_ca_system_score_codex":0.0020533586,"about_ca_system_score_gemma":0.0016672211,"threshold_uncertainty_score":0.19841516},"labels":[],"label_agreement":null},{"id":"W4382787397","doi":"10.1007/978-981-99-2760-9_9","title":"Prospects for a Sustainable Housing Transition","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Face (sociological concept); Transition (genetics); Key (lock); Architectural engineering; Business; Political science; Environmental planning; Risk analysis (engineering); Engineering; Computer science; Sociology; Geography; Computer security; Social science","score_opus":0.015321203810111558,"score_gpt":0.22600902457629146,"score_spread":0.2106878207661799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382787397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029316393,0.033262003,0.006017732,0.06881573,0.0052426755,0.000046695048,0.00011944142,0.00011394528,0.8834501],"genre_scores_gemma":[0.0747875,0.032802943,0.009647911,0.014940334,0.0018460931,0.00013249347,0.00029504468,0.00014634758,0.8654014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995035,0.00018016504,0.000010654242,0.000054890093,0.00017790803,0.00007294037],"domain_scores_gemma":[0.9997842,0.00007114726,0.000009842888,0.00001578428,0.000074747506,0.00004423346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008354783,0.00037806982,0.00020379545,0.0003304418,0.001408407,0.0046695042,0.0006022109,0.0018018262,0.02865778],"category_scores_gemma":[0.0009828737,0.00015373895,0.0002649091,0.0003873969,0.0021450927,0.0040083113,0.002093657,0.0029019173,0.008023876],"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":[0.000010054296,0.000020804891,0.000116012256,0.00011424307,0.0000021589958,0.00007220807,0.0008931294,0.00054585835,0.00021886223,0.6903878,0.24619631,0.061422557],"study_design_scores_gemma":[0.0000012011266,0.000007621625,0.00011292196,0.00017603602,8.601864e-7,0.000044488803,0.00061866984,0.00019732611,0.00009251135,0.061738577,0.9370056,0.0000041120015],"about_ca_topic_score_codex":0.0027364646,"about_ca_topic_score_gemma":0.0059881103,"teacher_disagreement_score":0.02865778,"about_ca_system_score_codex":0.0020801835,"about_ca_system_score_gemma":0.0022327546,"threshold_uncertainty_score":0.09586978},"labels":[],"label_agreement":null},{"id":"W4382787547","doi":"10.1007/978-981-99-2760-9_7","title":"Sustainable Housing in Practice","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"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":"Neighbourhood (mathematics); Theme (computing); Scale (ratio); Sustainable development; Architectural engineering; Political science; Sociology; Environmental planning; Business; Engineering; Geography; Computer science; Cartography","score_opus":0.015644425518652666,"score_gpt":0.2503116932200646,"score_spread":0.2346672677014119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382787547","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032197481,0.014628674,0.0068773427,0.01577251,0.0009943356,0.000042817082,0.000043633765,0.0000763249,0.95834464],"genre_scores_gemma":[0.23921716,0.031576015,0.018750016,0.007638737,0.0009366694,0.00029344246,0.00022505173,0.00021776119,0.7011452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988856,0.00056168204,0.00003600136,0.00013041569,0.00028656548,0.00009976877],"domain_scores_gemma":[0.999705,0.00013042238,0.000016075515,0.0000496257,0.000055761368,0.000043055774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092702673,0.00042764976,0.0002534916,0.0005034961,0.0026243224,0.005193981,0.0007217653,0.0020174982,0.023768103],"category_scores_gemma":[0.0011856249,0.00019108572,0.00019518295,0.00092854624,0.008039277,0.0038782489,0.004248753,0.002206826,0.004157444],"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":[0.0000024576425,0.000015600293,0.00014224056,0.00012638644,0.0000018750505,0.000104485865,0.007848714,0.00046203533,0.00009818872,0.86604995,0.077364825,0.04778328],"study_design_scores_gemma":[0.0000010204906,0.000007026869,0.00014896062,0.000314422,5.4343695e-7,0.00009069545,0.0031963962,0.00015212737,0.00007508419,0.068216324,0.9277942,0.0000031394798],"about_ca_topic_score_codex":0.0031899181,"about_ca_topic_score_gemma":0.007631387,"teacher_disagreement_score":0.023768103,"about_ca_system_score_codex":0.003264573,"about_ca_system_score_gemma":0.0024924716,"threshold_uncertainty_score":0.07951218},"labels":[],"label_agreement":null},{"id":"W4382789819","doi":"10.1007/978-981-99-2760-9_8","title":"Facilitating the Sustainable Housing Transition","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Transition (genetics); Sustainability; Transition management (governance); Context (archaeology); Business; Political science; Economic system; Economics; Geography","score_opus":0.016726835358677482,"score_gpt":0.22119742103530782,"score_spread":0.20447058567663035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382789819","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002821033,0.01815544,0.01739947,0.039809518,0.0029870956,0.00009581257,0.00008396329,0.00013975083,0.91850793],"genre_scores_gemma":[0.15669656,0.042081524,0.030414144,0.021497132,0.0020544245,0.00031813118,0.00032392686,0.00029610159,0.746318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990274,0.00047238634,0.00002202644,0.00008792168,0.00030963548,0.00008069848],"domain_scores_gemma":[0.99943227,0.0003524692,0.000023758794,0.00004424147,0.000095231415,0.00005212641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259005,0.00037866263,0.0001998255,0.00039816374,0.0017261411,0.0046572913,0.0009141785,0.0018720111,0.0222106],"category_scores_gemma":[0.0018489794,0.00018134787,0.00023673162,0.00045426047,0.0036733416,0.0046561994,0.003192377,0.002897927,0.0050168135],"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":[0.000004364473,0.000021996626,0.00012710744,0.00018390136,0.0000022782622,0.00007495393,0.003050426,0.00061470515,0.00018446008,0.7576548,0.16440952,0.07367148],"study_design_scores_gemma":[0.0000012838863,0.000007634453,0.00013756867,0.00037585088,0.0000012078791,0.0000601765,0.0015078317,0.00021322054,0.00019790042,0.05790832,0.93958485,0.0000041995086],"about_ca_topic_score_codex":0.0032594814,"about_ca_topic_score_gemma":0.008851483,"teacher_disagreement_score":0.0222106,"about_ca_system_score_codex":0.0025410918,"about_ca_system_score_gemma":0.0033171219,"threshold_uncertainty_score":0.07430184},"labels":[],"label_agreement":null},{"id":"W4382790149","doi":"10.1007/978-981-99-2760-9_3","title":"A Critical Juncture","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Juncture; Framing (construction); Sustainability; Political science; Equity (law); Business; Engineering; Law; Civil engineering","score_opus":0.01744909205893949,"score_gpt":0.24783128925959663,"score_spread":0.23038219720065714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382790149","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006151791,0.018225504,0.017216159,0.18497038,0.01709729,0.00015995871,0.00007071497,0.00016491364,0.75594336],"genre_scores_gemma":[0.46332318,0.016863113,0.014351842,0.07565585,0.007318326,0.0005016274,0.00015608131,0.0006059258,0.42122406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932842,0.0034033332,0.00017837403,0.0008785511,0.0015014865,0.0007540072],"domain_scores_gemma":[0.99570364,0.0021292001,0.00019576716,0.00028234083,0.0010600133,0.00062917726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063183485,0.000847129,0.0005391563,0.0013998976,0.010942245,0.013769154,0.0019238356,0.0063737603,0.026182353],"category_scores_gemma":[0.011261263,0.00040219777,0.000556725,0.00082384597,0.027254943,0.017876294,0.010115609,0.013722024,0.0050858366],"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":[0.000009314246,0.000011111818,0.000048552993,0.00007127597,0.0000017436546,0.00018166829,0.010217323,0.000065228916,0.0001481474,0.9395851,0.039535902,0.010124719],"study_design_scores_gemma":[0.0000024457831,0.000010921943,0.000048812217,0.00042378771,0.0000020146822,0.00014061076,0.008709082,0.00007060502,0.00019048362,0.16892067,0.8214702,0.000010317047],"about_ca_topic_score_codex":0.0033683027,"about_ca_topic_score_gemma":0.003428066,"teacher_disagreement_score":0.97381765,"about_ca_system_score_codex":0.009862956,"about_ca_system_score_gemma":0.0065963464,"threshold_uncertainty_score":0.08758873},"labels":[],"label_agreement":null},{"id":"W4382812932","doi":"10.1007/978-981-99-2760-9_6","title":"Socio-Technical Dimensions for a Sustainable Housing Transition","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Dimension (graph theory); Corporate governance; Transition (genetics); Civil society; Power (physics); Everyday life; Sociology; Political science; Public relations; Architectural engineering; Engineering; Politics; Management; Economics; Law","score_opus":0.019347145158148133,"score_gpt":0.2473396097005185,"score_spread":0.22799246454237035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382812932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012734851,0.013973446,0.023977859,0.02696928,0.00086951663,0.00008149208,0.000093028364,0.00010643979,0.9211941],"genre_scores_gemma":[0.53413993,0.025661247,0.037532087,0.0077842507,0.0009501798,0.0003726087,0.00028746077,0.00023343833,0.39303878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99923193,0.00033815697,0.000023995515,0.00006202229,0.00027921627,0.00006477566],"domain_scores_gemma":[0.99966276,0.00017096348,0.000021308497,0.000030314348,0.00007690613,0.000037783415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010953007,0.00032415948,0.00015895585,0.000630151,0.0017814584,0.0050699706,0.00048069848,0.0013740171,0.011794337],"category_scores_gemma":[0.00070252153,0.00016106621,0.00021847317,0.00080528634,0.008715656,0.004046736,0.0028630595,0.0024437923,0.0018228092],"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":[0.0000015428806,0.0000095409,0.00011113292,0.000045802302,9.3698844e-7,0.000046137502,0.0027624497,0.00024483388,0.000121838966,0.9758755,0.009164432,0.011615816],"study_design_scores_gemma":[0.0000013915621,0.0000100895595,0.00062728155,0.0002301936,0.0000016815403,0.00011551109,0.0046588564,0.00046290352,0.0002821653,0.2857059,0.70789605,0.000007958818],"about_ca_topic_score_codex":0.0019695538,"about_ca_topic_score_gemma":0.005271386,"teacher_disagreement_score":0.011794337,"about_ca_system_score_codex":0.002877746,"about_ca_system_score_gemma":0.0019244774,"threshold_uncertainty_score":0.03945595},"labels":[],"label_agreement":null},{"id":"W4383341759","doi":"10.32920/23635191","title":"Zerohouse","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Building envelope; Engineering; Carbon footprint; Doors; Zero-energy building; Zero emission; Roof; Blank; Civil engineering; Facade; Efficient energy use; Waste management; Mechanical engineering; Greenhouse gas; Electrical engineering; Geography","score_opus":0.03279095946223327,"score_gpt":0.26346275664297975,"score_spread":0.23067179718074649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383341759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010030778,0.00040049353,0.0023794523,0.0020235658,0.0019393642,0.00011912952,0.0046082768,0.0039008672,0.9836257],"genre_scores_gemma":[0.004148774,0.00033882758,0.0012590159,0.0007661798,0.0001724675,0.000046521993,0.0033166318,0.0010978469,0.9888537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912494,0.00006882658,0.00003363097,0.00019087124,0.00040419507,0.00017756136],"domain_scores_gemma":[0.99895096,0.000068504036,0.000032335756,0.00019749369,0.0004529557,0.00029762415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006230203,0.0008552893,0.00047661125,0.0014139977,0.0026204325,0.005514661,0.0015921943,0.0020701843,0.7923153],"category_scores_gemma":[0.0017610362,0.00052454957,0.0005852322,0.0011810451,0.0007160651,0.0040597036,0.0042277416,0.0017062804,0.5838562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087336,0.000050487997,0.00033728188,0.00015003506,0.000003996522,0.00017040252,0.00021580089,0.000091093505,0.0009405883,0.027116213,0.8723438,0.09849299],"study_design_scores_gemma":[0.0000037889906,0.000008709281,0.00017343955,0.000022325485,7.7872113e-7,0.000049500508,0.00007446094,0.00003203909,0.00018342624,0.0008316604,0.99861526,0.0000046365058],"about_ca_topic_score_codex":0.0068530696,"about_ca_topic_score_gemma":0.013520397,"teacher_disagreement_score":0.2076847,"about_ca_system_score_codex":0.001728291,"about_ca_system_score_gemma":0.0020302276,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4383377313","doi":"10.32920/23635191.v1","title":"Zerohouse","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Architectural engineering; Building envelope; Engineering; Carbon footprint; Doors; Zero-energy building; Zero emission; Roof; Blank; Civil engineering; Facade; Daylighting; Efficient energy use; Waste management; Greenhouse gas; Mechanical engineering; Electrical engineering; Meteorology","score_opus":0.03279095946223327,"score_gpt":0.26346275664297975,"score_spread":0.23067179718074649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383377313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010030778,0.00040049353,0.0023794523,0.0020235658,0.0019393642,0.00011912952,0.0046082768,0.0039008672,0.9836257],"genre_scores_gemma":[0.004148774,0.00033882758,0.0012590159,0.0007661798,0.0001724675,0.000046521993,0.0033166318,0.0010978469,0.9888537],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912494,0.00006882658,0.00003363097,0.00019087124,0.00040419507,0.00017756136],"domain_scores_gemma":[0.99895096,0.000068504036,0.000032335756,0.00019749369,0.0004529557,0.00029762415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006230203,0.0008552893,0.00047661125,0.0014139977,0.0026204325,0.005514661,0.0015921943,0.0020701843,0.7923153],"category_scores_gemma":[0.0017610362,0.00052454957,0.0005852322,0.0011810451,0.0007160651,0.0040597036,0.0042277416,0.0017062804,0.5838562],"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":[0.000087336,0.000050487997,0.00033728188,0.00015003506,0.000003996522,0.00017040252,0.00021580089,0.000091093505,0.0009405883,0.027116213,0.8723438,0.09849299],"study_design_scores_gemma":[0.0000037889906,0.000008709281,0.00017343955,0.000022325485,7.7872113e-7,0.000049500508,0.00007446094,0.00003203909,0.00018342624,0.0008316604,0.99861526,0.0000046365058],"about_ca_topic_score_codex":0.0068530696,"about_ca_topic_score_gemma":0.013520397,"teacher_disagreement_score":0.7923153,"about_ca_system_score_codex":0.001728291,"about_ca_system_score_gemma":0.0020302276,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4384008605","doi":"10.20944/preprints202307.0763.v1","title":"Social Life-Cycle Assessment in the Construction Industry: A Review of Case Studies","year":2023,"lang":"en","type":"review","venue":"Preprints.org","topic":"Sustainable Building Design and Assessment","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":"Polytechnique Montréal","funders":"","keywords":"Operationalization; Originality; Value (mathematics); Qualitative property; Management science; Qualitative research; Life-cycle assessment; Engineering; Computer science; Sociology; Social science; Economics","score_opus":0.25611851952146675,"score_gpt":0.46320980060749767,"score_spread":0.20709128108603092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384008605","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018249927,0.99513173,0.00071837485,0.0005030398,0.000116483214,0.000107164655,0.000050359875,0.0000048074417,0.0015431048],"genre_scores_gemma":[0.01596873,0.98116755,0.0020996677,0.00025761916,0.00005235583,0.00020856745,0.00006536794,0.0000057704474,0.00017433113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896875,0.004947507,0.0023295002,0.00070858136,0.0020348232,0.0002921628],"domain_scores_gemma":[0.96023023,0.03265549,0.0028823912,0.0008696181,0.003146525,0.00021565858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012012923,0.0011287825,0.0022868959,0.013341646,0.0009794617,0.0031005929,0.0017519706,0.0021472832,0.002169825],"category_scores_gemma":[0.027395997,0.00077172555,0.002234421,0.01918072,0.0017350371,0.0031467644,0.0017495238,0.0013233878,0.00040489176],"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":[0.00017127053,0.00027200027,0.0032543074,0.3410664,0.0013392984,0.0014293828,0.0045546456,0.0012969131,0.0008845074,0.013427776,0.009057943,0.62324554],"study_design_scores_gemma":[0.00005253903,0.00042920775,0.011213354,0.49382982,0.0036862115,0.003928228,0.010491205,0.0006823197,0.001946681,0.0062646535,0.46731097,0.00016490513],"about_ca_topic_score_codex":0.007047313,"about_ca_topic_score_gemma":0.013855242,"teacher_disagreement_score":0.013341646,"about_ca_system_score_codex":0.004600121,"about_ca_system_score_gemma":0.008252933,"threshold_uncertainty_score":0.06353122},"labels":[],"label_agreement":null},{"id":"W4384786893","doi":"10.1007/978-981-99-2695-4_1","title":"The Promise and Potential of One Planet Living","year":2023,"lang":"en","type":"book-chapter","venue":"Urban sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Sustainable development; Environmental planning; Planet; Urban planning; Architectural engineering; Geography; Engineering; Political science; Civil engineering","score_opus":0.008911954305145563,"score_gpt":0.20368003553597955,"score_spread":0.19476808123083397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384786893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016275769,0.014775693,0.0028205442,0.014778574,0.0012482177,0.000011198323,0.000034876604,0.00006088118,0.96464235],"genre_scores_gemma":[0.11386186,0.034129404,0.00773357,0.00788589,0.0012109873,0.0000935878,0.00015295931,0.00020571427,0.834726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953735,0.00017267522,0.0000079639785,0.000044046647,0.00016550804,0.00007250742],"domain_scores_gemma":[0.99971646,0.0001311328,0.0000127319,0.0000393392,0.000042345593,0.00005793843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059859204,0.0004620791,0.00030161798,0.00044100502,0.002300941,0.0051317005,0.00074295694,0.0021805407,0.023780117],"category_scores_gemma":[0.0008819721,0.00016439882,0.00025928183,0.0006133117,0.0058987616,0.0054535065,0.003570499,0.0034543346,0.004899911],"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":[0.000004663943,0.000009027598,0.000029484843,0.000049014634,0.0000014170361,0.000030299998,0.0008015958,0.00016644731,0.00013335724,0.9324624,0.03817151,0.028140776],"study_design_scores_gemma":[8.7824867e-7,0.0000065387358,0.00007294748,0.000116193376,0.0000013441991,0.0000644285,0.0008259181,0.00010362036,0.0001069699,0.16941835,0.82927775,0.0000049484647],"about_ca_topic_score_codex":0.00240254,"about_ca_topic_score_gemma":0.0071391813,"teacher_disagreement_score":0.023780117,"about_ca_system_score_codex":0.0017192388,"about_ca_system_score_gemma":0.001802268,"threshold_uncertainty_score":0.07955241},"labels":[],"label_agreement":null},{"id":"W4385381884","doi":"10.5539/jsd.v16n4p154","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 4","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Regional science; Library science; Geography; Philosophy; Computer science; Law","score_opus":0.016697393200219724,"score_gpt":0.2627039598253982,"score_spread":0.24600656662517845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385381884","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013755186,0.0019998157,0.000800617,0.16573396,0.8271508,0.00040302743,0.00045080815,0.00032398885,0.002999406],"genre_scores_gemma":[0.004696175,0.0069253063,0.002608195,0.22042228,0.6944126,0.0021744908,0.0011341411,0.0008565626,0.06677023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9724009,0.0047927713,0.0050555463,0.0017913635,0.014642877,0.0013164282],"domain_scores_gemma":[0.35150355,0.025262373,0.010560809,0.0042270957,0.59971166,0.008734519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023560252,0.0023768921,0.0041645076,0.0059282305,0.0041439445,0.007833113,0.0040464667,0.015673084,0.072209604],"category_scores_gemma":[0.31205449,0.0012293046,0.0035085797,0.0023792214,0.0024628208,0.0050760233,0.003129275,0.010700025,0.040925033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025631733,0.00000373444,0.00007220718,0.00023860014,0.0000058346286,0.00006211525,0.000028187485,0.0000074202926,0.000043106644,0.000089492714,0.99651635,0.0029072773],"study_design_scores_gemma":[0.00011370231,0.00004045128,0.00079280924,0.0018742712,0.000054263193,0.00086036103,0.00032457782,0.00019973234,0.00025751503,0.0009859677,0.99439245,0.00010400014],"about_ca_topic_score_codex":0.003725588,"about_ca_topic_score_gemma":0.0063961735,"teacher_disagreement_score":0.072209604,"about_ca_system_score_codex":0.0044963923,"about_ca_system_score_gemma":0.009350257,"threshold_uncertainty_score":0.24156517},"labels":[],"label_agreement":null},{"id":"W4385400375","doi":"10.18280/ijsdp.180728","title":"Quality Assessment of Residential Complexes Standards of Satisfaction in Basra City of Iraq","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Basrah","keywords":"Quality (philosophy); Environmental planning; Business; Geography","score_opus":0.031947126046484975,"score_gpt":0.3415998279350892,"score_spread":0.3096527018886042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385400375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948244,0.000064811975,0.00077889825,0.000096998105,0.000008971598,0.000033017874,0.000357457,0.000016887036,0.0038185804],"genre_scores_gemma":[0.99810827,0.00005094513,0.0008330427,0.000024580891,0.000004487648,0.000030042953,0.0003631376,0.000004238382,0.00058120745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987012,0.00038523535,0.00010538652,0.000088837995,0.0005608275,0.00015844517],"domain_scores_gemma":[0.9971048,0.0003205961,0.0005446525,0.0001400407,0.0017081127,0.00018181888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011668775,0.00023369669,0.0003508036,0.0011609321,0.0008014941,0.0011194635,0.00033334104,0.00021730624,0.003619807],"category_scores_gemma":[0.0029084312,0.00012518022,0.00036537417,0.0021790701,0.00048541394,0.00036067324,0.00062976545,0.00025623525,0.0003543009],"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":[0.0002223984,0.00024236483,0.92705405,0.00013922661,0.00008561035,0.00019976335,0.00540564,0.0008951718,0.0018767543,0.0006293706,0.0032168427,0.06003285],"study_design_scores_gemma":[0.0000075371336,0.00023598851,0.9784985,0.000025417216,0.000021393036,0.00012560932,0.015476601,0.0013860129,0.0007294054,0.00012860168,0.0033442723,0.00002073828],"about_ca_topic_score_codex":0.011537667,"about_ca_topic_score_gemma":0.017380785,"teacher_disagreement_score":0.011537667,"about_ca_system_score_codex":0.0009279029,"about_ca_system_score_gemma":0.00067627936,"threshold_uncertainty_score":0.022941053},"labels":[],"label_agreement":null},{"id":"W4385449684","doi":"10.1139/cjce-2022-0517","title":"Sustainability performance of interior wall types used in Canada: a life cycle thinking-based comparison","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Masonry; Sustainability; Life-cycle assessment; Civil engineering; Gypsum; Architectural engineering; Block (permutation group theory); Engineering; Building material; Construction engineering; Geology; Mathematics","score_opus":0.008112904010604105,"score_gpt":0.20383886220276795,"score_spread":0.19572595819216385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385449684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99086565,0.00037659187,0.00035897776,0.00004140275,0.0000028745426,0.00006145615,0.0009383407,0.000012848157,0.0073418864],"genre_scores_gemma":[0.99485403,0.0006288914,0.0014122871,0.000012606937,9.143869e-7,0.000025105122,0.0011386084,0.000010042992,0.0019175551],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991947,0.0000763112,0.000031027426,0.000051592113,0.00046972357,0.00017663873],"domain_scores_gemma":[0.9986187,0.00011729114,0.00014682663,0.000039640254,0.0009395044,0.00013802519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080108986,0.00041313312,0.000326508,0.0026028906,0.0015355502,0.0018708744,0.00064386846,0.0002322772,0.0010957707],"category_scores_gemma":[0.0014131389,0.00014989285,0.000730323,0.0046278243,0.0007189887,0.00048612375,0.0007621094,0.0002560489,0.00014530576],"study_design_candidate":"simulation_or_modeling","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":[0.0011276548,0.00042048647,0.7458948,0.00081996596,0.0003168935,0.00064516877,0.009109178,0.018489009,0.021640223,0.00454261,0.0019504672,0.19504353],"study_design_scores_gemma":[0.000010859722,0.00038963277,0.9729782,0.00010872101,0.000119553086,0.00007518261,0.009759234,0.0060792686,0.003459563,0.0003354702,0.006627406,0.00005695826],"about_ca_topic_score_codex":0.9327843,"about_ca_topic_score_gemma":0.97656846,"teacher_disagreement_score":0.06721568,"about_ca_system_score_codex":0.029171566,"about_ca_system_score_gemma":0.015666112,"threshold_uncertainty_score":0.2116555},"labels":[],"label_agreement":null},{"id":"W4385605842","doi":"10.1016/j.susmat.2023.e00679","title":"Building Maintenance Cost Estimation and Circular Economy: The Role of Machine-Learning","year":2023,"lang":"en","type":"article","venue":"Sustainable materials and technologies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cost estimate; Estimation; Demolition; Circular economy; Demolition waste; Probabilistic logic; Computer science; Risk analysis (engineering); Engineering; Business; Civil engineering; Systems engineering","score_opus":0.0048808860532400244,"score_gpt":0.20949166474480377,"score_spread":0.20461077869156374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385605842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27214816,0.0034297488,0.7158461,0.001606284,0.000096135525,0.00004195086,0.00022287533,0.00024661463,0.0063620503],"genre_scores_gemma":[0.97020155,0.0005405556,0.027904334,0.00004657155,0.00006544127,0.000013678659,0.00011261253,0.00003045366,0.0010847419],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994247,0.00022956257,0.000035988513,0.00014155812,0.00011446794,0.00005377062],"domain_scores_gemma":[0.98993343,0.007924781,0.00084550865,0.00046617005,0.00070781383,0.0001222486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021076489,0.0005172315,0.0008045891,0.0014018874,0.00031246652,0.0018104558,0.0010820291,0.0010932934,0.0016773144],"category_scores_gemma":[0.015537855,0.00035033087,0.00038888695,0.0014224275,0.0011086757,0.0034669768,0.0007119251,0.00088904594,0.00019636922],"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":[0.00008953425,0.00008832623,0.015961237,0.00007984619,0.00006719031,0.0000407613,0.000040067178,0.8742819,0.00031841156,0.017333208,0.00072159554,0.090977944],"study_design_scores_gemma":[0.0000016326736,0.000007803675,0.001512283,0.000007836019,0.0000036671174,0.000010276605,0.000011763527,0.98464775,0.00013666789,0.013482406,0.0001730023,0.000004964866],"about_ca_topic_score_codex":0.010076669,"about_ca_topic_score_gemma":0.006756561,"teacher_disagreement_score":0.010076669,"about_ca_system_score_codex":0.0010838881,"about_ca_system_score_gemma":0.0007416314,"threshold_uncertainty_score":0.020036042},"labels":[],"label_agreement":null},{"id":"W4385651778","doi":"10.5539/jsd.v16n5p1","title":"A Review of Sustainable Urban Development Frameworks in Developing Countries","year":2023,"lang":"en","type":"review","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Higher Committee for Education Development in Iraq; Cardiff University; Building Research Establishment Trust","keywords":"Sustainable development; Context (archaeology); Urban planning; Business; Stakeholder; Environmental planning; Environmental resource management; Political science; Economics; Engineering; Civil engineering; Public relations","score_opus":0.024653140346708482,"score_gpt":0.29815657547893615,"score_spread":0.2735034351322277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385651778","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039375198,0.9883852,0.00085074286,0.0013733102,0.00047269667,0.000028067177,0.00018137776,0.000018255896,0.008296695],"genre_scores_gemma":[0.0041016755,0.9931005,0.0013122966,0.00045549058,0.0001249727,0.000032470634,0.000142267,0.0000071502195,0.00072316214],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985885,0.00039816293,0.00029066548,0.00014891215,0.00047301286,0.00010058139],"domain_scores_gemma":[0.9981248,0.001025356,0.00025338275,0.000044115553,0.00048573155,0.00006657058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021992642,0.0015026403,0.0011528773,0.009600185,0.0010936882,0.0035239425,0.0012669681,0.0012227468,0.0045025884],"category_scores_gemma":[0.0030144006,0.00059310923,0.0011327061,0.017143551,0.0011999707,0.0032389916,0.0016617696,0.0015740036,0.00082311896],"study_design_candidate":"theoretical_or_conceptual","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":[0.000034662422,0.00006529285,0.00093922985,0.061846428,0.0001138239,0.00045796504,0.0015987431,0.004221656,0.00053970993,0.09543456,0.093062975,0.7416849],"study_design_scores_gemma":[0.0000020698894,0.000018971174,0.0011078186,0.020619499,0.000049186652,0.00023008307,0.00069850683,0.0002107848,0.00014014606,0.0037783312,0.9731226,0.000021930728],"about_ca_topic_score_codex":0.012579226,"about_ca_topic_score_gemma":0.016303647,"teacher_disagreement_score":0.012579226,"about_ca_system_score_codex":0.0042176903,"about_ca_system_score_gemma":0.009955017,"threshold_uncertainty_score":0.030601561},"labels":[],"label_agreement":null},{"id":"W4385883613","doi":"10.1007/978-3-031-28739-8_1","title":"Toward Realizing the 2030 Agenda in the Built Environment: An Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Transformative learning; Built environment; Enabling; Real estate; Sustainable development; Externality; Order (exchange); Work (physics); Architectural engineering; Business; Engineering; Political science; Sociology; Civil engineering; Economics","score_opus":0.030197676771396287,"score_gpt":0.230975046947434,"score_spread":0.20077737017603772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385883613","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008883705,0.19508363,0.013991531,0.03818764,0.011448671,0.00013419527,0.0003216486,0.00019685345,0.73974746],"genre_scores_gemma":[0.013172799,0.33422184,0.02678885,0.02107274,0.0057752524,0.0003125617,0.00064568757,0.00033035091,0.59768],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956685,0.000104968894,0.000018913266,0.000044126697,0.00021106952,0.000054072738],"domain_scores_gemma":[0.9997323,0.00013408497,0.000012801806,0.00000930341,0.00006575828,0.000045699457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082590303,0.00094523706,0.00039963136,0.001268278,0.0012650104,0.0050515123,0.0010997698,0.0034013968,0.020914864],"category_scores_gemma":[0.00073935697,0.00044727666,0.00046807923,0.0023467746,0.0019667933,0.00579169,0.0021729067,0.0045364285,0.009536613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010877634,0.000067783294,0.00016225436,0.0007259853,0.0000054851844,0.00013575918,0.00097411266,0.0009849003,0.0006822095,0.36924225,0.46936727,0.15764107],"study_design_scores_gemma":[9.0357156e-7,0.000007626566,0.00015099844,0.00034736184,0.0000011576436,0.00005811757,0.000248191,0.000097617245,0.00006352342,0.03584817,0.96316993,0.0000063569987],"about_ca_topic_score_codex":0.0064791194,"about_ca_topic_score_gemma":0.020036615,"teacher_disagreement_score":0.020914864,"about_ca_system_score_codex":0.0029997274,"about_ca_system_score_gemma":0.003296061,"threshold_uncertainty_score":0.06996715},"labels":[],"label_agreement":null},{"id":"W4386156121","doi":"10.32920/24033801.v1","title":"Towards Development of a 1980’s Greater Hamilton Area Single Detached Residential Housing Archetype: Retrofitting to the Performance Levels of Net Zero Energy Ready","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Toronto Metropolitan University; Mohawk College","funders":"","keywords":"Archetype; Stock (firearms); Enclosure; Retrofitting; Net energy; Architectural engineering; Zero-energy building; Permeance; Energy performance; Energy consumption; Engineering; Civil engineering; Structural engineering; Mechanical engineering; Telecommunications; Electrical engineering; Animal science; Art","score_opus":0.0688872707564909,"score_gpt":0.2666631771014778,"score_spread":0.1977759063449869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386156121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85020095,0.00016974843,0.10489327,0.00033588338,0.000038153878,0.00038265952,0.00041482822,0.00040140367,0.043163072],"genre_scores_gemma":[0.9133592,0.00015949679,0.068128064,0.000039491482,0.0000031576722,0.000079168356,0.00031440344,0.00008526516,0.0178318],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996131,0.000057142293,0.000008250614,0.000054212796,0.00021643056,0.000050916216],"domain_scores_gemma":[0.9997464,0.000018315279,0.000017385115,0.00005034668,0.00013439692,0.000033076212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058312033,0.00043844117,0.00026598494,0.00035781474,0.0006249478,0.0012798151,0.0010048039,0.00041817912,0.0022399654],"category_scores_gemma":[0.0004995567,0.0002896092,0.00043461248,0.00038912226,0.00073270476,0.00080403534,0.0008948492,0.0004372173,0.00045517832],"study_design_candidate":"simulation_or_modeling","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":[0.0007579777,0.00052802253,0.06354544,0.0004982456,0.0000964614,0.001284613,0.004995116,0.30018598,0.15888752,0.09764973,0.012770524,0.35880035],"study_design_scores_gemma":[0.00013941122,0.00269222,0.15562397,0.00019441811,0.00017160061,0.00089916197,0.008681364,0.5172823,0.12414993,0.01838005,0.17156185,0.00022372413],"about_ca_topic_score_codex":0.16604415,"about_ca_topic_score_gemma":0.33086726,"teacher_disagreement_score":0.8339559,"about_ca_system_score_codex":0.004353149,"about_ca_system_score_gemma":0.0036754552,"threshold_uncertainty_score":0.3301553},"labels":[],"label_agreement":null},{"id":"W4386158043","doi":"10.32920/24033801","title":"Towards Development of a 1980’s Greater Hamilton Area Single Detached Residential Housing Archetype: Retrofitting to the Performance Levels of Net Zero Energy Ready","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"McMaster University; Toronto Metropolitan University; Mohawk College","funders":"","keywords":"Archetype; Stock (firearms); Enclosure; Retrofitting; Net energy; Architectural engineering; Zero-energy building; Permeance; Energy performance; Energy consumption; Engineering; Civil engineering; Structural engineering; Mechanical engineering; Telecommunications; Electrical engineering; Animal science; Art","score_opus":0.0688872707564909,"score_gpt":0.2666631771014778,"score_spread":0.1977759063449869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386158043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85020095,0.00016974843,0.10489327,0.00033588338,0.000038153878,0.00038265952,0.00041482822,0.00040140367,0.043163072],"genre_scores_gemma":[0.9133592,0.00015949679,0.068128064,0.000039491482,0.0000031576722,0.000079168356,0.00031440344,0.00008526516,0.0178318],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996131,0.000057142293,0.000008250614,0.000054212796,0.00021643056,0.000050916216],"domain_scores_gemma":[0.9997464,0.000018315279,0.000017385115,0.00005034668,0.00013439692,0.000033076212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058312033,0.00043844117,0.00026598494,0.00035781474,0.0006249478,0.0012798151,0.0010048039,0.00041817912,0.0022399654],"category_scores_gemma":[0.0004995567,0.0002896092,0.00043461248,0.00038912226,0.00073270476,0.00080403534,0.0008948492,0.0004372173,0.00045517832],"study_design_candidate":"simulation_or_modeling","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":[0.0007579777,0.00052802253,0.06354544,0.0004982456,0.0000964614,0.001284613,0.004995116,0.30018598,0.15888752,0.09764973,0.012770524,0.35880035],"study_design_scores_gemma":[0.00013941122,0.00269222,0.15562397,0.00019441811,0.00017160061,0.00089916197,0.008681364,0.5172823,0.12414993,0.01838005,0.17156185,0.00022372413],"about_ca_topic_score_codex":0.16604415,"about_ca_topic_score_gemma":0.33086726,"teacher_disagreement_score":0.8339559,"about_ca_system_score_codex":0.004353149,"about_ca_system_score_gemma":0.0036754552,"threshold_uncertainty_score":0.3301553},"labels":[],"label_agreement":null},{"id":"W4386324309","doi":"10.32920/24066105.v1","title":"Circular solutions for construction, renovation, and demolition waste in Toronto","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Demolition; Circular economy; Demolition waste; Repurposing; Leverage (statistics); Reuse; Order (exchange); Sustainability; Architectural engineering; Business; Engineering; Civil engineering; Environmental planning; Waste management; Environmental science; Computer science","score_opus":0.028786111982278463,"score_gpt":0.2691310780369481,"score_spread":0.24034496605466962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386324309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4138827,0.009275228,0.084800385,0.039901167,0.0005928216,0.00049215375,0.0026329039,0.001100632,0.4473221],"genre_scores_gemma":[0.89972466,0.0035302872,0.036456574,0.00031849882,0.000024241195,0.00012152926,0.0006369151,0.00015055513,0.059036773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989648,0.00032281617,0.00004179857,0.000098395554,0.0003178811,0.00025441937],"domain_scores_gemma":[0.9989141,0.00038256988,0.000099318786,0.00010510062,0.00026492157,0.00023393967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011711385,0.0004629446,0.00018279608,0.0010276919,0.007349638,0.0062590265,0.00078716845,0.0015264387,0.012911074],"category_scores_gemma":[0.0019606077,0.0003363783,0.00045721047,0.0036561673,0.0057716346,0.0022273222,0.0034412718,0.00095010566,0.0005453307],"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":[0.00011367076,0.000054931428,0.005906832,0.0006808889,0.000034055272,0.0011896184,0.06497277,0.028876165,0.0030396488,0.76532805,0.050872818,0.078930534],"study_design_scores_gemma":[0.00002924907,0.00005063256,0.00897324,0.00036196626,0.000046231835,0.00022017684,0.10397715,0.020460915,0.0045529623,0.06562503,0.7956101,0.00009238147],"about_ca_topic_score_codex":0.78990465,"about_ca_topic_score_gemma":0.92432195,"teacher_disagreement_score":0.21009535,"about_ca_system_score_codex":0.055822484,"about_ca_system_score_gemma":0.042473122,"threshold_uncertainty_score":0.42266524},"labels":[],"label_agreement":null},{"id":"W4386324313","doi":"10.32920/24066105","title":"Circular solutions for construction, renovation, and demolition waste in Toronto","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","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":"Demolition; Circular economy; Demolition waste; Repurposing; Leverage (statistics); Reuse; Order (exchange); Sustainability; Architectural engineering; Business; Environmental planning; Engineering; Civil engineering; Waste management; Geography; Computer science","score_opus":0.028786111982278463,"score_gpt":0.2691310780369481,"score_spread":0.24034496605466962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386324313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4138827,0.009275228,0.084800385,0.039901167,0.0005928216,0.00049215375,0.0026329039,0.001100632,0.4473221],"genre_scores_gemma":[0.89972466,0.0035302872,0.036456574,0.00031849882,0.000024241195,0.00012152926,0.0006369151,0.00015055513,0.059036773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989648,0.00032281617,0.00004179857,0.000098395554,0.0003178811,0.00025441937],"domain_scores_gemma":[0.9989141,0.00038256988,0.000099318786,0.00010510062,0.00026492157,0.00023393967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011711385,0.0004629446,0.00018279608,0.0010276919,0.007349638,0.0062590265,0.00078716845,0.0015264387,0.012911074],"category_scores_gemma":[0.0019606077,0.0003363783,0.00045721047,0.0036561673,0.0057716346,0.0022273222,0.0034412718,0.00095010566,0.0005453307],"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":[0.00011367076,0.000054931428,0.005906832,0.0006808889,0.000034055272,0.0011896184,0.06497277,0.028876165,0.0030396488,0.76532805,0.050872818,0.078930534],"study_design_scores_gemma":[0.00002924907,0.00005063256,0.00897324,0.00036196626,0.000046231835,0.00022017684,0.10397715,0.020460915,0.0045529623,0.06562503,0.7956101,0.00009238147],"about_ca_topic_score_codex":0.78990465,"about_ca_topic_score_gemma":0.92432195,"teacher_disagreement_score":0.21009535,"about_ca_system_score_codex":0.055822484,"about_ca_system_score_gemma":0.042473122,"threshold_uncertainty_score":0.42266524},"labels":[],"label_agreement":null},{"id":"W4386412494","doi":"10.1007/978-981-19-9822-5_91","title":"Intensity-Based versus Reference Building Approach in a Code Compliance Process","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Archetype; Intensity (physics); Process (computing); Sample (material); Computer science; Architectural engineering; Path (computing); Energy intensity; Code (set theory); Energy (signal processing); Energy performance; Industrial engineering; Engineering; Statistics; Mathematics","score_opus":0.038666497679379554,"score_gpt":0.24044576554289626,"score_spread":0.20177926786351671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386412494","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012140433,0.0003559472,0.6480273,0.0029955131,0.00014260413,0.00022122764,0.000043214215,0.00044579033,0.33562797],"genre_scores_gemma":[0.4173421,0.0005187703,0.41299218,0.0010726252,0.00013226521,0.0005866424,0.00010650627,0.0008588816,0.16639002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99151355,0.0032443292,0.00022317542,0.00072948064,0.003905251,0.00038421544],"domain_scores_gemma":[0.993753,0.0034159557,0.00028267296,0.0012378717,0.0011502428,0.00016018814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056333654,0.00055585575,0.00043965806,0.0016309097,0.0018092428,0.0047029234,0.002745813,0.002654752,0.009611418],"category_scores_gemma":[0.010832036,0.00055487454,0.0006536966,0.0018294704,0.0054686754,0.006542134,0.0042468063,0.003435427,0.0018085067],"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":[0.0000069328407,0.000038137827,0.00019017173,0.000033989134,0.0000035693674,0.00003205218,0.0008805536,0.0024103585,0.0007626017,0.9520226,0.0017767979,0.041842308],"study_design_scores_gemma":[0.000015862086,0.00013320267,0.0014009514,0.00019043045,0.000026186026,0.00017847911,0.0013743716,0.0422919,0.006430925,0.8292242,0.11867283,0.00006054289],"about_ca_topic_score_codex":0.004426518,"about_ca_topic_score_gemma":0.010095751,"teacher_disagreement_score":0.009611418,"about_ca_system_score_codex":0.0033158436,"about_ca_system_score_gemma":0.003705932,"threshold_uncertainty_score":0.032153428},"labels":[],"label_agreement":null},{"id":"W4386460615","doi":"10.1108/ijbpa-09-2022-0154","title":"Does the analytical hierarchy process help appraisers make better decisions? A quasi-experimental approach for property investment comparables","year":2023,"lang":"en","type":"article","venue":"International Journal of Building Pathology and Adaptation","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of British Columbia; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Analytic hierarchy process; Consistency (knowledge bases); Investment (military); Hierarchy; Value (mathematics); Process (computing); Operations research; Property (philosophy); Computer science; Actuarial science; Business; Economics; Engineering; Statistics; Mathematics; Artificial intelligence","score_opus":0.043673576826511795,"score_gpt":0.32033413950122075,"score_spread":0.27666056267470895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386460615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72266203,0.0008571693,0.096770056,0.0049733,0.0018722172,0.15038933,0.0006657826,0.00018844615,0.021621652],"genre_scores_gemma":[0.64324296,0.00038163053,0.17598079,0.0014077767,0.0003365068,0.17611574,0.00014773062,0.000045656874,0.0023412073],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.825824,0.15442558,0.0046711587,0.0042287298,0.008676547,0.0021740345],"domain_scores_gemma":[0.7562447,0.18144621,0.01536569,0.015627667,0.0273553,0.003960529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17283082,0.0007910606,0.0013427384,0.0025275827,0.004890109,0.0034901197,0.0021558292,0.001581975,0.007977105],"category_scores_gemma":[0.19093323,0.0008465298,0.0016378952,0.002568012,0.008232753,0.0035642022,0.0027086986,0.0033598228,0.0009835679],"study_design_candidate":"nonrandomized_trial","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":[0.023857009,0.09685286,0.034771375,0.011525014,0.0008083295,0.00046835284,0.25870112,0.005250871,0.009133858,0.08278336,0.010035464,0.46581236],"study_design_scores_gemma":[0.0359807,0.31760478,0.10289446,0.009872994,0.001123511,0.00024359577,0.25595182,0.031399496,0.014355557,0.11783936,0.11171587,0.0010178691],"about_ca_topic_score_codex":0.0028049708,"about_ca_topic_score_gemma":0.0046828957,"teacher_disagreement_score":0.17283082,"about_ca_system_score_codex":0.006217596,"about_ca_system_score_gemma":0.013388559,"threshold_uncertainty_score":0.9140277},"labels":[],"label_agreement":null},{"id":"W4386481972","doi":"10.1111/cag.12882","title":"Addressing sustainability challenges in micro‐municipalities: Insights from the study of Quebec's smallest municipalities","year":2023,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Sustainability; Accountability; Context (archaeology); Zoning; Scope (computer science); Environmental planning; Business; Urban sustainability; Geography; Regional science; Environmental resource management; Political science; Economics","score_opus":0.03934081142862371,"score_gpt":0.24478289494511918,"score_spread":0.20544208351649546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386481972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790466,0.0006493062,0.000505889,0.0028515877,0.000017084783,0.00015429083,0.00066139095,0.00001594796,0.016098034],"genre_scores_gemma":[0.995477,0.00040930742,0.00036959175,0.00030607948,0.000005603416,0.000053307926,0.00022135636,0.00000963815,0.0031480994],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981597,0.0006940081,0.000043736134,0.00013244769,0.00030298936,0.0006670488],"domain_scores_gemma":[0.99033177,0.003921653,0.0008877609,0.0003065057,0.0032545447,0.0012976754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025235862,0.0002733503,0.00028994738,0.00210804,0.010648039,0.0040354626,0.0011870108,0.0006227888,0.0038034262],"category_scores_gemma":[0.006900315,0.00018526072,0.00020739052,0.0052740946,0.0033586686,0.0014013735,0.0022135496,0.00076622376,0.0002423927],"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":[0.00015208028,0.00041031043,0.4367821,0.00048404236,0.00006810151,0.0033391993,0.45143822,0.0016137523,0.0015693507,0.015131645,0.01751491,0.071496226],"study_design_scores_gemma":[0.000010042115,0.000049020608,0.2651434,0.0002804224,0.000028780489,0.00011378931,0.6900382,0.0010800689,0.000274823,0.0006925892,0.04225233,0.000036540085],"about_ca_topic_score_codex":0.9873259,"about_ca_topic_score_gemma":0.99479645,"teacher_disagreement_score":0.06199774,"about_ca_system_score_codex":0.06199774,"about_ca_system_score_gemma":0.052173976,"threshold_uncertainty_score":0.4498272},"labels":[],"label_agreement":null},{"id":"W4387097431","doi":"10.5539/jsd.v16n5p162","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 5","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Political science; Philosophy","score_opus":0.01658479139025703,"score_gpt":0.2624686609928255,"score_spread":0.24588386960256847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387097431","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012966216,0.0020910872,0.0008050634,0.16295668,0.82975405,0.00039728172,0.00044509463,0.00032594203,0.0030950217],"genre_scores_gemma":[0.0047647976,0.006800471,0.002506673,0.22283128,0.69612557,0.0019339593,0.0011297383,0.00081078574,0.06309681],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9696872,0.005176584,0.005599707,0.0019909735,0.016153984,0.0013915442],"domain_scores_gemma":[0.35321006,0.02455797,0.010945883,0.004128127,0.5982571,0.008900922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024236258,0.002321746,0.004042859,0.0059359153,0.0040471796,0.008223876,0.0039857896,0.016213883,0.07521953],"category_scores_gemma":[0.31157705,0.0011928225,0.0035673417,0.0023547143,0.0023546729,0.0050096996,0.0030873471,0.010592744,0.0422999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025187383,0.0000037872212,0.00007221452,0.00024086089,0.0000059972313,0.00006074986,0.000028413398,0.0000071586255,0.000040707222,0.00009189793,0.99642086,0.003002253],"study_design_scores_gemma":[0.00010762906,0.00004100642,0.00081898493,0.0020375885,0.00005384823,0.00084477285,0.00031780626,0.00019797127,0.00024513938,0.0008931212,0.9943408,0.000101427715],"about_ca_topic_score_codex":0.0036010426,"about_ca_topic_score_gemma":0.006364047,"teacher_disagreement_score":0.07521953,"about_ca_system_score_codex":0.0045013363,"about_ca_system_score_gemma":0.009072708,"threshold_uncertainty_score":0.25163436},"labels":[],"label_agreement":null},{"id":"W4387375742","doi":"10.1139/cjce-2023-0222","title":"Unified life-cycle cost–benefit analysis framework and critical review for sustainable retrofit of Canada's existing buildings using mass timber","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Canadian Forest Service","keywords":"Retrofitting; Life-cycle cost analysis; Architectural engineering; Context (archaeology); Engineering; Environmental resource management; Environmental science; Geography","score_opus":0.019089522460539937,"score_gpt":0.2558865167876254,"score_spread":0.23679699432708548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387375742","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049986807,0.84753025,0.07368183,0.02503303,0.0013413749,0.0016349764,0.0017650126,0.00013536429,0.043879483],"genre_scores_gemma":[0.14609486,0.73097324,0.106988326,0.004087944,0.00084817293,0.001952593,0.001120943,0.00009825302,0.007835638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9919835,0.0026250433,0.000457965,0.00032623863,0.004020712,0.00058652536],"domain_scores_gemma":[0.9753686,0.009491049,0.0011724726,0.00045394397,0.01311579,0.00039808257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019501042,0.0020313119,0.0019937786,0.013545969,0.0024929636,0.0064341077,0.0037437005,0.0025314004,0.0029001695],"category_scores_gemma":[0.025726417,0.00087299786,0.0020289053,0.009680007,0.0030010582,0.0031012313,0.001409257,0.0028301065,0.00042567842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015498867,0.000109761284,0.0016681997,0.033564877,0.0005499014,0.00068556407,0.0015512613,0.06866213,0.001619919,0.43154877,0.06572477,0.39415988],"study_design_scores_gemma":[0.000044884095,0.00023904661,0.004152213,0.055975817,0.0011654097,0.00032954453,0.002359878,0.029138848,0.002100504,0.09928652,0.80496603,0.00024134321],"about_ca_topic_score_codex":0.52587754,"about_ca_topic_score_gemma":0.6314586,"teacher_disagreement_score":0.47412246,"about_ca_system_score_codex":0.07157304,"about_ca_system_score_gemma":0.12338813,"threshold_uncertainty_score":0.95382935},"labels":[],"label_agreement":null},{"id":"W4387457207","doi":"10.3390/su151914569","title":"Social Life-Cycle Assessment in the Construction Industry: A Review of Characteristics, Limitations, and Challenges of S-LCA through Case Studies","year":2023,"lang":"en","type":"review","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Operationalization; Scope (computer science); Life-cycle assessment; Social impact assessment; Unit (ring theory); Systematic review; Management science; Risk analysis (engineering); Process management; Engineering; Business; Computer science; Psychology; Environmental planning; Political science; MEDLINE; Economics; Environmental science","score_opus":0.15076678298853366,"score_gpt":0.4114562785427878,"score_spread":0.26068949555425414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387457207","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022324552,0.99444383,0.0010883164,0.000539297,0.00009555895,0.00010925817,0.000048486854,0.0000048760976,0.0014379723],"genre_scores_gemma":[0.016635787,0.97960484,0.003071087,0.00025485235,0.000057080466,0.00018289768,0.00004940967,0.000005901448,0.00013820305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98254263,0.009266337,0.0036995267,0.0008889861,0.003313443,0.00028911428],"domain_scores_gemma":[0.9276992,0.060296997,0.0046801683,0.001092871,0.005999629,0.000231102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024373604,0.0011731661,0.0024603363,0.013032267,0.00079986517,0.0040042526,0.0016334995,0.0018166889,0.0011054897],"category_scores_gemma":[0.043149605,0.0008239877,0.0020052532,0.01826143,0.0017110525,0.0038334646,0.0017182219,0.0011698591,0.0002565281],"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":[0.00010665338,0.00012083476,0.002982738,0.35153875,0.0011742233,0.00086954364,0.004660977,0.001114455,0.001156013,0.009392761,0.0036259901,0.62325704],"study_design_scores_gemma":[0.00003876661,0.0005452395,0.010496469,0.5186083,0.004298101,0.0023479077,0.008976205,0.0008837122,0.0022960433,0.0054826345,0.44586572,0.00016095751],"about_ca_topic_score_codex":0.008078283,"about_ca_topic_score_gemma":0.020785138,"teacher_disagreement_score":0.024373604,"about_ca_system_score_codex":0.003906814,"about_ca_system_score_gemma":0.009489697,"threshold_uncertainty_score":0.12890148},"labels":[],"label_agreement":null},{"id":"W4387469705","doi":"10.1016/j.cities.2023.104608","title":"Linking quality of life and sustainability in Canadian cities","year":2023,"lang":"en","type":"article","venue":"Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sustainability; Environmental Sustainability Index; Socioeconomic status; Environmental quality; Business; Equity (law); Index (typography); Population; Geography; Environmental planning; Economic growth; Environmental economics; Environmental resource management; Environmental health; Economics; Political science; Ecology","score_opus":0.022050636152417043,"score_gpt":0.27225018283020547,"score_spread":0.25019954667778843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387469705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9325778,0.0035841132,0.0011336746,0.008260722,0.0000808911,0.00007370446,0.005107483,0.00004937178,0.04913219],"genre_scores_gemma":[0.9934663,0.0010065275,0.0005884543,0.00016759154,0.0000096171325,0.00001624738,0.0008139347,0.000010352362,0.003920964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979488,0.0002652035,0.0000813918,0.00019613301,0.00082164403,0.0006868161],"domain_scores_gemma":[0.9922391,0.00068501185,0.0008380268,0.0002240536,0.004975191,0.0010386449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018693935,0.0003535158,0.00035542538,0.0039863517,0.005430069,0.0040700277,0.001511933,0.00066773343,0.004223691],"category_scores_gemma":[0.0072907545,0.00029662802,0.0007681242,0.012919871,0.0019820887,0.0011364,0.0019954806,0.0011353489,0.0002000846],"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":[0.000095377596,0.00011553165,0.92745686,0.00017727571,0.00014609266,0.00019317749,0.005845066,0.0042310613,0.00019246823,0.013744614,0.00957036,0.0382322],"study_design_scores_gemma":[0.000006782947,0.000014290591,0.9695026,0.0001563238,0.00007906278,0.000038591,0.010363609,0.0021638817,0.00016107532,0.0015695085,0.015895791,0.000048475653],"about_ca_topic_score_codex":0.99875474,"about_ca_topic_score_gemma":0.9995285,"teacher_disagreement_score":0.108306706,"about_ca_system_score_codex":0.108306706,"about_ca_system_score_gemma":0.09261754,"threshold_uncertainty_score":0.7858238},"labels":[],"label_agreement":null},{"id":"W4387668851","doi":"10.1108/ijshe-12-2022-0409","title":"Fostering the use of sustainable design to reduce energy use and GHG emissions at Canadian universities: a life cycle cost analysis approach","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Payback period; Greenhouse gas; Sustainability; Environmental economics; Net present value; Context (archaeology); Life-cycle cost analysis; Investment (military); Efficient energy use; Sustainable development; Metropolitan area; Life-cycle assessment; Economics; Environmental resource management; Business; Engineering; Production (economics); Risk analysis (engineering)","score_opus":0.06061609871883585,"score_gpt":0.3050545342304872,"score_spread":0.24443843551165131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387668851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47755077,0.008181683,0.2461949,0.013476769,0.00021327967,0.004128653,0.0037276195,0.0004472045,0.24607909],"genre_scores_gemma":[0.88930523,0.0030626622,0.099023655,0.00028487085,0.000025517485,0.00040678,0.00048765974,0.00006970895,0.0073339515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9912174,0.0023864368,0.00020146837,0.00024281662,0.0050149756,0.0009369886],"domain_scores_gemma":[0.9862153,0.0036011399,0.00075457146,0.00046551842,0.00853632,0.00042713463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008682333,0.0009580435,0.000507311,0.0070746094,0.0025774352,0.005513181,0.0020480733,0.00083739194,0.0031084365],"category_scores_gemma":[0.016184488,0.0005439296,0.0012372348,0.0065514846,0.0015499878,0.0020761143,0.0016469159,0.0013069168,0.00022321197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023028927,0.0003714666,0.0482075,0.0016208346,0.00043200477,0.0002346048,0.0018620428,0.4240337,0.004929508,0.12115123,0.009749144,0.38717765],"study_design_scores_gemma":[0.00007450816,0.000893794,0.13637775,0.0016571074,0.0008513211,0.0002619403,0.011602532,0.65052545,0.011233286,0.060231835,0.12564282,0.0006476472],"about_ca_topic_score_codex":0.8022235,"about_ca_topic_score_gemma":0.89636004,"teacher_disagreement_score":0.9036966,"about_ca_system_score_codex":0.0963034,"about_ca_system_score_gemma":0.091931306,"threshold_uncertainty_score":0.6987333},"labels":[],"label_agreement":null},{"id":"W4387810386","doi":"10.15376/biores.18.4.8134-8150","title":"Environmental product declaration (EPD) usage in early building design stages: Review of effects on the environmental life cycle of a multi-residential building","year":2023,"lang":"en","type":"article","venue":"BioResources","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Héma-Québec; Université Laval","funders":"","keywords":"Life-cycle assessment; Environmental impact assessment; Product (mathematics); Engineering; Business; Production (economics)","score_opus":0.018964274543168406,"score_gpt":0.23859760357901932,"score_spread":0.21963332903585092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387810386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076562166,0.8737073,0.007098685,0.002282007,0.0006750948,0.00017528796,0.0052909995,0.00013555866,0.034072924],"genre_scores_gemma":[0.27485588,0.7075763,0.009222959,0.0006627494,0.0001640883,0.00019052991,0.0041667605,0.00016179272,0.0029989476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892251,0.00333304,0.0013950872,0.0009233565,0.0048947283,0.00022875478],"domain_scores_gemma":[0.9421659,0.034141,0.0067911083,0.002056754,0.014543811,0.00030150163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01626557,0.00055739935,0.0006717335,0.0051867203,0.00038035813,0.0019239244,0.0011434146,0.0006459844,0.0020401184],"category_scores_gemma":[0.023840496,0.0003272459,0.0012997332,0.008858237,0.0008919686,0.0020192463,0.00089061406,0.0009692116,0.0005718436],"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":[0.00025172514,0.00009279996,0.012681573,0.019038992,0.00023560003,0.00015135236,0.0006607336,0.0024943068,0.0023229192,0.003732789,0.009038659,0.9492985],"study_design_scores_gemma":[0.000028761704,0.00063280214,0.084705636,0.026983708,0.0011224627,0.00059381104,0.0022911683,0.0015841108,0.019268554,0.0015985798,0.86101866,0.00017172818],"about_ca_topic_score_codex":0.01426498,"about_ca_topic_score_gemma":0.017917404,"teacher_disagreement_score":0.01626557,"about_ca_system_score_codex":0.0020558361,"about_ca_system_score_gemma":0.0032959608,"threshold_uncertainty_score":0.0860216},"labels":[],"label_agreement":null},{"id":"W4387992246","doi":"10.1108/s0742-332220230000043008","title":"Voluntary Standards and Ceremonial Adoption: Strategic Registration, Competition, and Audience in LEED Certification","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Certification; Competition (biology); Incentive; Marketing; Public relations; Business; Environmental design; Turnover; Political science; Management; Engineering; Economics","score_opus":0.02802490590369971,"score_gpt":0.24253278158051159,"score_spread":0.21450787567681187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387992246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46049583,0.004634105,0.008382669,0.0067377132,0.000216468,0.000096108684,0.00006067288,0.00004539944,0.5193311],"genre_scores_gemma":[0.94924176,0.0010470735,0.0019021785,0.0003567311,0.000056636953,0.000070014976,0.00004655018,0.000026291398,0.047252703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99852896,0.00083250104,0.000027059355,0.00012610843,0.00036718353,0.00011820416],"domain_scores_gemma":[0.99318403,0.0054154736,0.0005658006,0.00019356377,0.00029318602,0.00034799904],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002395159,0.00019933455,0.00020230046,0.0004976566,0.0011086816,0.0039928034,0.0007088208,0.0008786743,0.009098995],"category_scores_gemma":[0.0048616026,0.00016787076,0.0002014539,0.00085784757,0.0029765873,0.0028439914,0.0016571103,0.0016022957,0.000577666],"study_design_candidate":"qualitative","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":[0.0001496862,0.0007781653,0.042087805,0.00053980155,0.000020358184,0.0006734128,0.0642961,0.0017829929,0.0030450078,0.6839039,0.020226302,0.18249649],"study_design_scores_gemma":[0.00004847484,0.00079228077,0.17342936,0.0016663149,0.000050886683,0.0014512555,0.13249071,0.009222855,0.0033591476,0.22702074,0.45030174,0.00016625346],"about_ca_topic_score_codex":0.001829467,"about_ca_topic_score_gemma":0.0050426144,"teacher_disagreement_score":0.9988913,"about_ca_system_score_codex":0.002340129,"about_ca_system_score_gemma":0.0017331154,"threshold_uncertainty_score":0.030439198},"labels":[],"label_agreement":null},{"id":"W4388020121","doi":"10.3390/su152115425","title":"A Review of Current Evaluation Urban Sustainability Indicator Frameworks and a Proposal for Improvement","year":2023,"lang":"en","type":"review","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Sustainability; Set (abstract data type); Process (computing); Urban sustainability; Section (typography); Process management; Computer science; Perspective (graphical); Point (geometry); Management science; Strengths and weaknesses; Engineering; Artificial intelligence; Mathematics","score_opus":0.03590221138457119,"score_gpt":0.3912010282592337,"score_spread":0.3552988168746625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388020121","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021568294,0.9930519,0.0019062492,0.0019784207,0.00046063378,0.000059918355,0.000116606156,0.000027648783,0.0021829414],"genre_scores_gemma":[0.0021113493,0.99253595,0.0036080906,0.0008281897,0.00017446412,0.00012120002,0.00017381311,0.000019208786,0.00042782188],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887692,0.0034978832,0.002388013,0.0010777495,0.0038958234,0.00037130943],"domain_scores_gemma":[0.96548456,0.02244217,0.0025048133,0.00083258736,0.008313639,0.00042222414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027086098,0.0020773239,0.004072924,0.020409869,0.0012317373,0.0050493223,0.003982164,0.002149473,0.005488655],"category_scores_gemma":[0.033272076,0.0014092824,0.0023864622,0.024858193,0.0024543444,0.008069939,0.0030172623,0.0029752275,0.001582043],"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":[0.000056194698,0.00010263748,0.0005849605,0.10974361,0.00023221593,0.000059906582,0.00058474607,0.0007057986,0.00040228886,0.031272452,0.029022979,0.82723224],"study_design_scores_gemma":[0.000013267976,0.00010822436,0.001847021,0.120322935,0.0006125684,0.00022654129,0.0008038077,0.00033824256,0.00054546056,0.009476437,0.8656315,0.00007398258],"about_ca_topic_score_codex":0.007797938,"about_ca_topic_score_gemma":0.013272827,"teacher_disagreement_score":0.027086098,"about_ca_system_score_codex":0.0068488447,"about_ca_system_score_gemma":0.017987145,"threshold_uncertainty_score":0.14324665},"labels":[],"label_agreement":null},{"id":"W4388230372","doi":"10.15396/eres2023_97","title":"Analysis of the portrait of sustainable building management practices used in 2022 by the public sector property asset managers in Quebec","year":2023,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Real estate; Property management; Business; Sustainable development; Asset (computer security); Corporate social responsibility; Public sector; Asset management; Operationalization; Private sector; Environmental resource management; Environmental planning; Finance; Economics; Economic growth; Economy; Public relations; Political science","score_opus":0.01721486291426516,"score_gpt":0.25791897966131405,"score_spread":0.2407041167470489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388230372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96975815,0.0011003274,0.0004335696,0.0027433692,0.000032019445,0.000050209914,0.0012167103,0.00002484244,0.024640808],"genre_scores_gemma":[0.990628,0.00062737725,0.00032206724,0.000297231,0.000005574033,0.000020823443,0.00040697254,0.000012122959,0.007679862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987116,0.00025947846,0.000037614285,0.00013095677,0.0004749542,0.00038540657],"domain_scores_gemma":[0.99607015,0.00047631864,0.0005134265,0.00012644185,0.0020563595,0.00075724995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012275203,0.0002605988,0.00021229505,0.0023242547,0.0061544175,0.0029747286,0.0011313694,0.0006546745,0.0043552904],"category_scores_gemma":[0.0021837947,0.00019313047,0.00023445685,0.00428007,0.0025717155,0.0009131665,0.0012983085,0.0010094143,0.00031275296],"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":[0.00017492376,0.00012753384,0.46756953,0.00035266383,0.00008686674,0.0017492167,0.39455327,0.0009374649,0.004549333,0.006961471,0.028194558,0.09474313],"study_design_scores_gemma":[0.0000045773622,0.000043161457,0.6334385,0.0002593449,0.000015980679,0.00017743325,0.30563167,0.00070834684,0.00040095748,0.000118061864,0.059144296,0.000057687765],"about_ca_topic_score_codex":0.98092985,"about_ca_topic_score_gemma":0.99460864,"teacher_disagreement_score":0.06244545,"about_ca_system_score_codex":0.06244545,"about_ca_system_score_gemma":0.023391208,"threshold_uncertainty_score":0.45307553},"labels":[],"label_agreement":null},{"id":"W4388420556","doi":"10.3390/books978-3-0365-9203-9","title":"The 5th Conference on Sustainability in Civil Engineering (CSCE)","year":2023,"lang":"en","type":"book","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"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":"Sustainability; Civil engineering; Engineering; Political science; Biology; Ecology","score_opus":0.016114761924814137,"score_gpt":0.2479853652587547,"score_spread":0.23187060333394055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388420556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026739321,0.11934517,0.023416841,0.040184233,0.1533725,0.0004674924,0.0011218572,0.0016083483,0.6578096],"genre_scores_gemma":[0.008248072,0.041717637,0.009371772,0.0034101065,0.011807507,0.0002443513,0.0015234492,0.0007026986,0.9229743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973973,0.0005790463,0.00011660887,0.00028726202,0.00140547,0.00021419916],"domain_scores_gemma":[0.9967278,0.0005261048,0.00012053344,0.0003078552,0.0014317012,0.0008860658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030131983,0.0010547453,0.00094123476,0.0020764116,0.001291569,0.0075483876,0.0012865694,0.0022509722,0.10048905],"category_scores_gemma":[0.004380398,0.0003289814,0.00053695054,0.0025731788,0.0012031106,0.0048966897,0.004124474,0.0034485974,0.06281372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018746812,0.000030345995,0.00007693086,0.00030097252,0.000004850064,0.00003956683,0.0002086958,0.0002080101,0.00046631767,0.009261161,0.827992,0.16139257],"study_design_scores_gemma":[0.0000014228247,0.000008164072,0.00008018119,0.00013707047,0.0000010605792,0.000043702734,0.00004949175,0.00006335406,0.000086986074,0.001100164,0.99842525,0.0000031372897],"about_ca_topic_score_codex":0.0022513836,"about_ca_topic_score_gemma":0.0046157218,"teacher_disagreement_score":0.10048905,"about_ca_system_score_codex":0.0023020874,"about_ca_system_score_gemma":0.0050107953,"threshold_uncertainty_score":0.33616936},"labels":[],"label_agreement":null},{"id":"W4388629358","doi":"10.3390/buildings13112839","title":"Environmental Assessments in Architectural Competitions in Poland in the Years 2018–2022","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"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":"Sustainability; Competition (biology); Process (computing); Architectural engineering; Occupancy; Renewable energy; Environmental impact assessment; Environmental economics; Risk analysis (engineering); Engineering; Environmental resource management; Computer science; Business; Economics; Political science","score_opus":0.010235304872345183,"score_gpt":0.2476257819809649,"score_spread":0.2373904771086197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388629358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97622335,0.0004008424,0.0012592118,0.00030172343,0.00002564206,0.00008849696,0.00035273356,0.00001996503,0.021328198],"genre_scores_gemma":[0.99547285,0.00024526287,0.0010454241,0.000038936378,0.0000075417506,0.00003665703,0.0002706953,0.000009757953,0.0028727087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99445564,0.0010849779,0.0005362984,0.00038907814,0.0025337136,0.0010002922],"domain_scores_gemma":[0.99592125,0.0008272053,0.0014337699,0.00016942626,0.0012986639,0.00034951098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048960834,0.00022444803,0.00023045113,0.0036293026,0.0019535145,0.0027639777,0.00039289822,0.0006674662,0.0017174771],"category_scores_gemma":[0.007407641,0.00025615585,0.00041867653,0.0050130305,0.0015897123,0.0018295689,0.0032153975,0.00080585823,0.0001872569],"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":[0.00090655725,0.00040009234,0.5938325,0.0014239756,0.00017327593,0.00961898,0.06264462,0.022156114,0.007178807,0.06266237,0.015907152,0.22309552],"study_design_scores_gemma":[0.0000137318375,0.00019564798,0.8185113,0.00035650592,0.000042284213,0.0011476083,0.0702971,0.005021054,0.0030057894,0.0037985304,0.09747826,0.00013228146],"about_ca_topic_score_codex":0.023063336,"about_ca_topic_score_gemma":0.051911436,"teacher_disagreement_score":0.023063336,"about_ca_system_score_codex":0.005516586,"about_ca_system_score_gemma":0.003556929,"threshold_uncertainty_score":0.045858204},"labels":[],"label_agreement":null},{"id":"W4388651413","doi":"10.3389/frsc.2023.1264710","title":"Trading off sustainable development in Canadian cities: theoretical implications of SDG 11 indicator aggregation approaches","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Sustainable development; Metropolitan area; Index (typography); Human capital; Sustainability; Human development (humanity); Economics; Environmental economics; Business; Regional science; Environmental resource management; Economic growth; Geography; Political science; Computer science; Ecology","score_opus":0.012706779912058272,"score_gpt":0.2155929497882761,"score_spread":0.20288616987621783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388651413","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33087927,0.004050408,0.17010213,0.025959508,0.00024742307,0.0007166139,0.0022612226,0.00022089676,0.46556246],"genre_scores_gemma":[0.960754,0.0010674635,0.030780364,0.00027607463,0.000030510148,0.00014187543,0.00024978683,0.000023204788,0.006676847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9931607,0.0021512755,0.0002626147,0.00078307244,0.0025247352,0.0011175261],"domain_scores_gemma":[0.9903306,0.003987155,0.0009682556,0.0006242652,0.0035547735,0.0005348738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0085992105,0.0011769213,0.0007058417,0.0061990386,0.004972927,0.00656932,0.0023803737,0.0008377104,0.004439005],"category_scores_gemma":[0.023106486,0.00038861993,0.001120602,0.010231908,0.008744066,0.0035280574,0.0048905895,0.001927961,0.0001767148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041156352,0.000046737503,0.031959828,0.00013485643,0.00007009101,0.000107876185,0.0040782546,0.034022972,0.00013591892,0.88494176,0.0021140822,0.042346414],"study_design_scores_gemma":[0.000046967525,0.000059871396,0.060745105,0.000398497,0.00018542173,0.000093099436,0.015018439,0.21203147,0.000576655,0.6677215,0.04295479,0.00016820504],"about_ca_topic_score_codex":0.95483476,"about_ca_topic_score_gemma":0.961346,"teacher_disagreement_score":0.12459505,"about_ca_system_score_codex":0.12459505,"about_ca_system_score_gemma":0.053583696,"threshold_uncertainty_score":0.90400463},"labels":[],"label_agreement":null},{"id":"W4388971221","doi":"10.3390/environments10120203","title":"Municipal Sustainability and Climate Planning: A Study of 38 Canadian Local Governments’ Plans and Reports","year":2023,"lang":"en","type":"article","venue":"Environments","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Government of Ontario","keywords":"Sustainability; Business; Descriptive statistics; Climate change; Sample (material); Plan (archaeology); Environmental planning; Sustainability reporting; Environmental resource management; Private sector; Geography; Economic growth; Economics","score_opus":0.009847299053011519,"score_gpt":0.23461477434489733,"score_spread":0.22476747529188582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388971221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954755,0.00012236268,0.00008121935,0.00033608507,0.0000048820216,0.00010783514,0.0003139336,0.000006200994,0.0035520755],"genre_scores_gemma":[0.99507976,0.00042100198,0.00035343223,0.00018462614,0.0000049406162,0.00010425322,0.00034588267,0.000014477596,0.0034916408],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.995533,0.00075286604,0.0002669991,0.0003514406,0.001944555,0.001151113],"domain_scores_gemma":[0.9860074,0.003595505,0.0024117676,0.00066938245,0.0053562755,0.0019597213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005651089,0.00032787613,0.00049240503,0.0029830586,0.010746836,0.0036801326,0.0013662903,0.0004704395,0.0033966238],"category_scores_gemma":[0.01534604,0.0007729764,0.00042182495,0.009504737,0.0029676375,0.0012106823,0.0021504438,0.00093448785,0.0003735883],"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":[0.000091719325,0.00021986778,0.36250404,0.00017768203,0.000027857539,0.00082853413,0.6089582,0.00013255254,0.00050331216,0.0008908765,0.0027911833,0.022874169],"study_design_scores_gemma":[0.000008635912,0.00007380861,0.40178698,0.0000993445,0.000018752386,0.000104179875,0.5811899,0.0002451484,0.00015298794,0.00006110178,0.016218314,0.000040950694],"about_ca_topic_score_codex":0.9878896,"about_ca_topic_score_gemma":0.99520725,"teacher_disagreement_score":0.054514162,"about_ca_system_score_codex":0.054514162,"about_ca_system_score_gemma":0.06821288,"threshold_uncertainty_score":0.3955298},"labels":[],"label_agreement":null},{"id":"W4389051247","doi":"10.5539/jsd.v16n6p103","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 16, No. 6","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental ethics; Political science; Engineering ethics; Regional science; Geography; Philosophy; Engineering; Law","score_opus":0.016579233125353553,"score_gpt":0.2624331212690393,"score_spread":0.24585388814368572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389051247","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012493879,0.0020861297,0.00077451894,0.16509245,0.82779956,0.00037091965,0.00044961134,0.00031369794,0.0029881261],"genre_scores_gemma":[0.004269743,0.0072036907,0.0025243685,0.21631712,0.7032474,0.0018982437,0.0011549115,0.0008175089,0.062567025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.971235,0.004858117,0.0053595263,0.0018390521,0.015410936,0.0012973828],"domain_scores_gemma":[0.35125324,0.02461366,0.010864307,0.00413407,0.6002105,0.008924263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023636762,0.0023270294,0.004055445,0.005760558,0.003938902,0.0077963555,0.004029792,0.0156336,0.07205642],"category_scores_gemma":[0.31209487,0.0011932004,0.003501731,0.0023331891,0.0023343586,0.005098459,0.003081806,0.0112320455,0.04333918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024930803,0.0000037843067,0.000069408015,0.0002442463,0.0000055641144,0.00006046777,0.000028070877,0.0000070811493,0.000042316813,0.0000900834,0.99647945,0.0029446941],"study_design_scores_gemma":[0.000103264356,0.00003992522,0.00076534325,0.001969079,0.000049359398,0.0008697501,0.00030698394,0.00018888958,0.00024334855,0.00089094305,0.994476,0.00009711275],"about_ca_topic_score_codex":0.0034155713,"about_ca_topic_score_gemma":0.0060702306,"teacher_disagreement_score":0.07205642,"about_ca_system_score_codex":0.0041849813,"about_ca_system_score_gemma":0.008682603,"threshold_uncertainty_score":0.24105269},"labels":[],"label_agreement":null},{"id":"W4389352979","doi":"10.2139/ssrn.4623612","title":"Decarbonization of Buildings in Canadian Cities: Using Property Assessed Clean Energy (PACE) Financing to Attract Private Capital","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Pace; Private capital; Finance; Business; Capital (architecture); Clean energy; Natural resource economics; Economics; Geography; Microeconomics","score_opus":0.009336059809204218,"score_gpt":0.227140473039275,"score_spread":0.2178044132300708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389352979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9065741,0.0012525338,0.0011711208,0.009363977,0.00005050971,0.0001963692,0.00070522923,0.000056925368,0.08062936],"genre_scores_gemma":[0.9901326,0.00064883864,0.000481334,0.00019984998,0.0000110415685,0.000014950089,0.00017767958,0.0000064143105,0.008327292],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989479,0.00008371887,0.000010614892,0.000041455667,0.00029123249,0.000625048],"domain_scores_gemma":[0.9986877,0.0001490844,0.00012388654,0.00004088806,0.0005035547,0.00049482693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006123319,0.00020907019,0.00016630307,0.0009045342,0.0024518208,0.0026011013,0.0007460614,0.00060556876,0.004247968],"category_scores_gemma":[0.002742804,0.00012614131,0.00024388098,0.0015525571,0.00088617246,0.00074848434,0.0012810212,0.0009135624,0.00011574836],"study_design_candidate":"not_applicable","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":[0.000538982,0.00092662143,0.31879348,0.00043639936,0.00009964233,0.0013406225,0.0071335114,0.03209209,0.0052123903,0.22040658,0.05341533,0.3596044],"study_design_scores_gemma":[0.00014142063,0.00032454904,0.7528594,0.00030762018,0.00012642756,0.00013352904,0.02204895,0.027256556,0.0025245927,0.009928224,0.18425703,0.000091623006],"about_ca_topic_score_codex":0.96890926,"about_ca_topic_score_gemma":0.9900607,"teacher_disagreement_score":0.04597211,"about_ca_system_score_codex":0.04597211,"about_ca_system_score_gemma":0.09133664,"threshold_uncertainty_score":0.33355254},"labels":[],"label_agreement":null},{"id":"W4389438589","doi":"10.1139/facets-2022-0193","title":"The greenlight for government buildings: strategies for a low-carbon building portfolio","year":2023,"lang":"en","type":"article","venue":"FACETS","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Nova Scotia Department of Energy and Mines; Nova Scotia Department of Energy; Dalhousie University; U.S. Department of Energy","keywords":"Renewable energy; Carbon footprint; Business; Government (linguistics); Procurement; Portfolio; Low-carbon economy; Environmental economics; Efficient energy use; Benchmarking; Greenhouse gas; Finance; Engineering; Economics; Marketing","score_opus":0.011886584236681421,"score_gpt":0.25413186900248724,"score_spread":0.2422452847658058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389438589","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0952101,0.07193181,0.10650609,0.23107128,0.0015676067,0.0016622783,0.00033751127,0.0013743858,0.490339],"genre_scores_gemma":[0.6973505,0.05051369,0.15014957,0.024919217,0.00023138584,0.00090366695,0.00042993846,0.00033911466,0.07516286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704367,0.0009724773,0.00010123671,0.00014185015,0.001249535,0.0004911759],"domain_scores_gemma":[0.9980478,0.00032737834,0.00014390565,0.00015973019,0.0007180295,0.000603119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004600521,0.00056920055,0.00035109586,0.0021323794,0.0034440886,0.008309312,0.0017153788,0.0029730997,0.004831799],"category_scores_gemma":[0.004714904,0.00029120676,0.0005885429,0.0023513788,0.0035693317,0.0066917357,0.0069555207,0.0032176692,0.0011124219],"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":[0.000027289674,0.00023165725,0.0022503368,0.0013363343,0.0000279557,0.00032535417,0.006789175,0.0028413492,0.0023245253,0.47502902,0.045780215,0.46303675],"study_design_scores_gemma":[0.000012802103,0.000072492134,0.002331671,0.0014378935,0.00001932168,0.00017687648,0.006619105,0.00074975786,0.0017197935,0.081320964,0.9055118,0.00002749482],"about_ca_topic_score_codex":0.02844272,"about_ca_topic_score_gemma":0.0825098,"teacher_disagreement_score":0.02844272,"about_ca_system_score_codex":0.012739136,"about_ca_system_score_gemma":0.035938524,"threshold_uncertainty_score":0.09242934},"labels":[],"label_agreement":null},{"id":"W4389444009","doi":"10.14716/ijtech.v14i7.6666","title":"Climate Change and Hygrothermal Performance of Building Envelopes: A Review on Risk Assessment","year":2023,"lang":"en","type":"review","venue":"International Journal of Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Mitacs","keywords":"Climate change; Interdependence; Benchmarking; Building design; Retrofitting; Environmental resource management; Computer science; Risk analysis (engineering); Architectural engineering; Component (thermodynamics); Extreme weather; Environmental science; Engineering; Business; Ecology","score_opus":0.04448701041045186,"score_gpt":0.35600624218543125,"score_spread":0.3115192317749794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389444009","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015516445,0.99921143,0.00013316967,0.000093847964,0.00006443897,0.000004305461,0.000019525683,0.000002710163,0.00031538834],"genre_scores_gemma":[0.0013914082,0.9981896,0.00014848362,0.000055243087,0.00006395239,0.0000050178733,0.000020019457,0.0000010664206,0.0001251745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948287,0.00009543208,0.000093855466,0.00008354878,0.00021783478,0.000026446049],"domain_scores_gemma":[0.9981883,0.0012401724,0.00024790072,0.000035712532,0.00025720702,0.000030701278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012597753,0.0012276652,0.0021559463,0.0026140609,0.00026383204,0.0012720908,0.0011277652,0.0013077192,0.0034421105],"category_scores_gemma":[0.0023184768,0.0004484932,0.0015725153,0.002343459,0.00054154295,0.0014712856,0.00068390474,0.00096150866,0.00072375697],"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":[0.00008018871,0.00009623636,0.00069182884,0.072381556,0.00044851672,0.00015358184,0.000085907035,0.0018101585,0.0019168578,0.00403334,0.011822074,0.90647966],"study_design_scores_gemma":[0.000037245605,0.00046391407,0.004917009,0.044335093,0.0024504228,0.0015349359,0.00028296685,0.0010759622,0.0024766242,0.0061009782,0.9361903,0.00013460788],"about_ca_topic_score_codex":0.0019854864,"about_ca_topic_score_gemma":0.0029168979,"teacher_disagreement_score":0.0034421105,"about_ca_system_score_codex":0.0004862649,"about_ca_system_score_gemma":0.0013649623,"threshold_uncertainty_score":0.011515021},"labels":[],"label_agreement":null},{"id":"W4389449263","doi":"10.13189/cea.2024.120141","title":"Sustainable and Resilient Architecture: Prioritizing Climate Change Adaptation","year":2023,"lang":"en","type":"article","venue":"Civil Engineering and Architecture","topic":"Sustainable Building Design and Assessment","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":"University of Calgary","funders":"","keywords":"Climate change; Architecture; Adaptation (eye); Climate change adaptation; Environmental resource management; Resilience (materials science); Business; Environmental planning; Engineering; Environmental science; Geography; Ecology; Biology; Materials science","score_opus":0.009736123089859123,"score_gpt":0.20904771032227448,"score_spread":0.19931158723241535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389449263","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30189967,0.0064527374,0.47783726,0.017539138,0.00052503974,0.0009370282,0.00015656043,0.0010373341,0.19361536],"genre_scores_gemma":[0.79726964,0.002168451,0.19292319,0.00050523906,0.000054808963,0.00024664795,0.00009553093,0.00017062922,0.006565867],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946049,0.0030630885,0.00019494521,0.00023835628,0.0012840914,0.00061461906],"domain_scores_gemma":[0.9962399,0.0013025617,0.00035043232,0.00038331345,0.001334119,0.00038962683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071302373,0.00083129655,0.00035595678,0.0022936328,0.0024617128,0.0055373833,0.0009963656,0.0014635315,0.0035250476],"category_scores_gemma":[0.0076781223,0.0004660475,0.0004570464,0.0012508209,0.0025481489,0.003929466,0.0037754222,0.0012220156,0.00045199905],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013823525,0.00027658482,0.024616936,0.0016907009,0.000117677424,0.00113962,0.021514118,0.08976677,0.032597367,0.264455,0.011619779,0.5520672],"study_design_scores_gemma":[0.000043421132,0.0008183841,0.030870698,0.0014693732,0.00014836555,0.0018133976,0.06048892,0.06424888,0.026673121,0.2825502,0.53061503,0.00026021292],"about_ca_topic_score_codex":0.0044039683,"about_ca_topic_score_gemma":0.013650113,"teacher_disagreement_score":0.0071302373,"about_ca_system_score_codex":0.0034430674,"about_ca_system_score_gemma":0.007085229,"threshold_uncertainty_score":0.03770876},"labels":[],"label_agreement":null},{"id":"W4389453251","doi":"10.3390/su152416647","title":"Exploring the Impact of the Sustainable Development Goals on Sustainability Trends","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Sustainability; Sustainable development; Sustainability organizations; Sustainability science; Environmental economics; Business; Social sustainability; Environmental resource management; Environmental planning; Political science; Economics; Geography","score_opus":0.03528213671441341,"score_gpt":0.29358074358232333,"score_spread":0.25829860686790995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389453251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941658,0.0007137916,0.0046228734,0.0024363897,0.00012870212,0.00007552598,0.0019394311,0.000047460606,0.048377845],"genre_scores_gemma":[0.99588096,0.00032426981,0.0015998874,0.00009182361,0.000030912615,0.00003536792,0.0007162922,0.000018971366,0.0013015076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648225,0.0008669,0.00032901712,0.00036330053,0.001439171,0.00051930454],"domain_scores_gemma":[0.98328453,0.0067085093,0.003599781,0.0007500592,0.0051680473,0.00048907084],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006146487,0.00024857564,0.0002430212,0.0022529252,0.00050221174,0.0029790367,0.00046610858,0.0005315948,0.0025921182],"category_scores_gemma":[0.023711903,0.0001457537,0.000532892,0.0034328045,0.00093733205,0.004468904,0.00200166,0.0013664387,0.00041936577],"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":[0.00034125,0.00021463503,0.80772275,0.00055171584,0.00018674918,0.00025496684,0.01012327,0.0048371633,0.0024064293,0.03348238,0.0034466858,0.13643195],"study_design_scores_gemma":[0.0000028021645,0.00039556032,0.949901,0.00018313064,0.000039802355,0.00006233393,0.01571127,0.0027565162,0.0018178611,0.0045430716,0.024547277,0.00003933268],"about_ca_topic_score_codex":0.010809268,"about_ca_topic_score_gemma":0.016050715,"teacher_disagreement_score":0.99774706,"about_ca_system_score_codex":0.0017459498,"about_ca_system_score_gemma":0.0020828906,"threshold_uncertainty_score":0.03250611},"labels":[],"label_agreement":null},{"id":"W4390196898","doi":"10.3390/buildings14010063","title":"Prioritizing Indicators for Material Selection in Prefabricated Wooden Construction","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Robustness (evolution); Engineering; Performance indicator; Fire performance; Construction engineering; Multiple-criteria decision analysis; Durability; Material selection; Architectural engineering; Risk analysis (engineering); Computer science; Operations research; Business; Fire resistance","score_opus":0.009275254038297251,"score_gpt":0.24104342893184796,"score_spread":0.23176817489355073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390196898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84811425,0.008922411,0.10839563,0.001938203,0.00016210972,0.0017417206,0.00092220126,0.00022176185,0.029581746],"genre_scores_gemma":[0.87858486,0.0028363755,0.11597665,0.00009940821,0.00002857634,0.00055485993,0.00068318157,0.000033319055,0.00120273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9863912,0.0059913774,0.0014134985,0.0005197963,0.0049308287,0.00075329235],"domain_scores_gemma":[0.9636325,0.018761091,0.0058331215,0.000616538,0.010184603,0.00097222027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015984679,0.0010412292,0.00093225174,0.012599984,0.0014082998,0.0038874722,0.0010721239,0.0008411626,0.0022907776],"category_scores_gemma":[0.034423754,0.00041397422,0.00095633353,0.00956907,0.00090421713,0.0027646336,0.0020148666,0.0009878635,0.00043144415],"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":[0.000700687,0.0006169728,0.23646274,0.010392122,0.0003174635,0.00083823595,0.007682255,0.016178776,0.013173471,0.015879925,0.0043455707,0.69341177],"study_design_scores_gemma":[0.00019039633,0.0038261535,0.66280204,0.010781678,0.0013023635,0.001418696,0.057122692,0.090224,0.048178922,0.04202742,0.08142483,0.00070087163],"about_ca_topic_score_codex":0.0045706914,"about_ca_topic_score_gemma":0.01602759,"teacher_disagreement_score":0.015984679,"about_ca_system_score_codex":0.0026345942,"about_ca_system_score_gemma":0.0050647776,"threshold_uncertainty_score":0.084536076},"labels":[],"label_agreement":null},{"id":"W4390420452","doi":"10.3934/urs.2023017","title":"Encouraging green infrastructure at Ontario universities: What's policy got to do with it?","year":2023,"lang":"en","type":"article","venue":"Urban Resilience and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"","keywords":"Incentive; Government (linguistics); Business; Qualitative research; Public administration; Key (lock); Scale (ratio); Political science; Public relations; Economics; Sociology; Geography; Social science","score_opus":0.0039298431459399265,"score_gpt":0.22572271978735386,"score_spread":0.22179287664141395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390420452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5881766,0.0072920145,0.0045885346,0.2968261,0.0003983893,0.00047439386,0.00063150196,0.00014299853,0.1014695],"genre_scores_gemma":[0.9810404,0.0035148137,0.0019878298,0.003283151,0.000039170285,0.00013207938,0.000091192625,0.000025934583,0.009885386],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98655045,0.004121592,0.00040154898,0.0006231697,0.002950866,0.0053524473],"domain_scores_gemma":[0.9766028,0.007000256,0.002126204,0.00080301275,0.007000643,0.0064670267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013105887,0.00030223196,0.00046922133,0.0011033871,0.014254163,0.010076294,0.001886796,0.002582616,0.005086652],"category_scores_gemma":[0.023149902,0.00038523163,0.0004529851,0.0032914744,0.009640975,0.004979604,0.003975656,0.0022939076,0.00042734985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004521412,0.00038161242,0.2168781,0.005421994,0.00015593242,0.0023965396,0.28920335,0.0070721414,0.009069419,0.15851386,0.06176752,0.24868739],"study_design_scores_gemma":[0.00004595586,0.00023226008,0.18264498,0.0024272334,0.00011680117,0.0001869973,0.3745412,0.0020457208,0.0031503823,0.011090408,0.42326117,0.0002568968],"about_ca_topic_score_codex":0.93900543,"about_ca_topic_score_gemma":0.9705221,"teacher_disagreement_score":0.19707868,"about_ca_system_score_codex":0.19707868,"about_ca_system_score_gemma":0.29737955,"threshold_uncertainty_score":0.93127495},"labels":[],"label_agreement":null},{"id":"W4390537439","doi":"10.35192/jjoas-n.v17i2.330","title":"Recalculating the sustainability criteria within the LEED system according to the Syrian construction conditions using the FAHP method","year":2023,"lang":"en","type":"article","venue":"Jordan Journal of Applied Science - Natural Science Series","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Rating system; Analytic hierarchy process; Sustainable development; Fuzzy logic; Pyramid (geometry); Business; Environmental economics; Environmental resource management; Computer science; Operations research; Engineering; Mathematics; Economics; Political science; Artificial intelligence","score_opus":0.015227208625469758,"score_gpt":0.3183170990273986,"score_spread":0.3030898904019288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390537439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57988644,0.00045096906,0.39827755,0.00022785022,0.00008831221,0.0005875976,0.0003957922,0.00016619687,0.019919291],"genre_scores_gemma":[0.82188904,0.00018642143,0.17587338,0.000021042651,0.000010717862,0.00023790127,0.00018792691,0.00001124828,0.0015824188],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998733,0.00045850512,0.00015057148,0.00012027043,0.0004241826,0.00011339964],"domain_scores_gemma":[0.9980775,0.00070500845,0.00016208059,0.00009103523,0.00092100946,0.00004335936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026961865,0.0007191888,0.00045699062,0.0041893795,0.0009385362,0.0018303345,0.00049959624,0.0004239706,0.0026580482],"category_scores_gemma":[0.005477061,0.00017433128,0.0007999994,0.002161027,0.00064985396,0.00083654013,0.00090783514,0.0005013771,0.00025339617],"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":[0.00037984175,0.00028414882,0.06993042,0.0010130547,0.0004640853,0.0007875963,0.0025431085,0.31558082,0.019959467,0.028183108,0.0022913672,0.55858296],"study_design_scores_gemma":[0.00005430533,0.00054575125,0.056259677,0.00025460808,0.00026636122,0.00038023604,0.0037135226,0.8967349,0.015882313,0.01657719,0.009207011,0.00012417343],"about_ca_topic_score_codex":0.0098747965,"about_ca_topic_score_gemma":0.009611331,"teacher_disagreement_score":0.0098747965,"about_ca_system_score_codex":0.0016609448,"about_ca_system_score_gemma":0.0017958482,"threshold_uncertainty_score":0.019634604},"labels":[],"label_agreement":null},{"id":"W4390972518","doi":"10.1016/j.jclepro.2024.140794","title":"The added value of partnerships in implementing the UN sustainable development goals","year":2024,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transparency (behavior); Scope (computer science); Sustainable development; Variety (cybernetics); Accountability; Business; Context (archaeology); Public relations; Process management; Value (mathematics); Knowledge management; Political science; Computer science","score_opus":0.016840819557320974,"score_gpt":0.2585133710241345,"score_spread":0.24167255146681355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390972518","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08531537,0.008145711,0.040276784,0.17720506,0.001603525,0.00027440695,0.00020333129,0.00017624215,0.68679947],"genre_scores_gemma":[0.96761906,0.0030621733,0.010249037,0.004011126,0.00031602525,0.00013629174,0.00005871379,0.000054117387,0.014493466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9759807,0.014812206,0.00038170788,0.0007345676,0.005221114,0.0028695923],"domain_scores_gemma":[0.9705597,0.015463013,0.0017009192,0.0025964915,0.0044329977,0.005246798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023365758,0.00042296585,0.00033692678,0.0011408498,0.0037912016,0.0127727995,0.001398998,0.0055936235,0.02031155],"category_scores_gemma":[0.045418423,0.00040831472,0.0005085027,0.0015410637,0.0058935853,0.015663568,0.016514905,0.0042385813,0.0019652974],"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":[0.00019241565,0.00022424234,0.0060304734,0.00043184002,0.00004904098,0.00036668452,0.0024589198,0.0031909796,0.000643064,0.8216119,0.016724259,0.14807615],"study_design_scores_gemma":[0.000089518,0.00043876795,0.0044806646,0.0013068701,0.00007375526,0.0006135634,0.01452878,0.004960869,0.0015108672,0.68692297,0.28500503,0.00006830425],"about_ca_topic_score_codex":0.0037396706,"about_ca_topic_score_gemma":0.009509721,"teacher_disagreement_score":0.023365758,"about_ca_system_score_codex":0.0037419472,"about_ca_system_score_gemma":0.014420562,"threshold_uncertainty_score":0.123571396},"labels":[],"label_agreement":null},{"id":"W4391169971","doi":"10.3390/buildings14020321","title":"Carbon Neutrality in the Building Sector of the Global South—A Review of Barriers and Transformations","year":2024,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Carbon neutrality; Neutrality; Architectural engineering; Carbon fibers; Engineering physics; Materials science; Political science; Engineering; Composite material; Electrical engineering","score_opus":0.00842072478936347,"score_gpt":0.24531235397867932,"score_spread":0.23689162918931583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391169971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023473338,0.9819711,0.0011898545,0.004441515,0.0004392588,0.000016242162,0.000025882677,0.00001035044,0.009558357],"genre_scores_gemma":[0.020402111,0.97677565,0.0008469006,0.00092523266,0.00024823024,0.000014708366,0.000025422214,0.000008025633,0.0007536952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998464,0.00044745972,0.00020318528,0.00019048792,0.00055826025,0.00013663022],"domain_scores_gemma":[0.9961261,0.002595689,0.00036546012,0.000087785986,0.0007139548,0.000110971996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035748137,0.0005442037,0.00069293287,0.0037501457,0.0007658694,0.0033764266,0.00060904224,0.001217967,0.0014722862],"category_scores_gemma":[0.003438295,0.00035293118,0.00051148434,0.004806303,0.0027088725,0.004432187,0.0017443756,0.002252441,0.00024891976],"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":[0.000049841816,0.00008204628,0.0019592121,0.03471598,0.00011368838,0.00032674326,0.0034636476,0.002126796,0.0016185775,0.2533821,0.014315419,0.687846],"study_design_scores_gemma":[0.0000040200666,0.00010106973,0.003790936,0.01776492,0.00009466738,0.00044743516,0.0032518832,0.0003437711,0.0009552827,0.025047906,0.9481576,0.000040561295],"about_ca_topic_score_codex":0.0066636046,"about_ca_topic_score_gemma":0.007856495,"teacher_disagreement_score":0.0066636046,"about_ca_system_score_codex":0.0031515094,"about_ca_system_score_gemma":0.0064635905,"threshold_uncertainty_score":0.022865891},"labels":[],"label_agreement":null},{"id":"W4391319265","doi":"10.5539/jsd.v17n1p142","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 1","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional science; Political science; Geography; Law","score_opus":0.013541021294764657,"score_gpt":0.2603340581026876,"score_spread":0.24679303680792297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391319265","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012879769,0.0022766592,0.00075637194,0.17462234,0.81802785,0.00041862507,0.0005108691,0.00032531028,0.00293322],"genre_scores_gemma":[0.00440693,0.007456982,0.002536429,0.22308299,0.6989142,0.0022903376,0.0012923531,0.0009253726,0.059094537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9662132,0.0061456636,0.00623476,0.0023468588,0.017490562,0.0015689416],"domain_scores_gemma":[0.3018052,0.030527182,0.011916563,0.0045928666,0.6421492,0.009009074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028350554,0.0023994755,0.004531847,0.006918716,0.004581526,0.008529502,0.0041323253,0.015455875,0.07499463],"category_scores_gemma":[0.3625894,0.0013005338,0.0034416022,0.0027724102,0.0025715125,0.005665208,0.0034222633,0.010998,0.042535804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002477622,0.0000038333137,0.00006872092,0.0002694852,0.0000056398376,0.000053594427,0.000033463322,0.0000068441477,0.000037946193,0.000091379574,0.99653083,0.0028735932],"study_design_scores_gemma":[0.0001102323,0.000041727533,0.0008129117,0.0022221196,0.000052274147,0.0007992691,0.00036709022,0.0001702708,0.00022971384,0.0009703922,0.99411726,0.00010660265],"about_ca_topic_score_codex":0.0037199215,"about_ca_topic_score_gemma":0.006750845,"teacher_disagreement_score":0.07499463,"about_ca_system_score_codex":0.0048461636,"about_ca_system_score_gemma":0.010668936,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4391424950","doi":"10.1007/978-3-031-35471-7_32","title":"Exploring the Essence of User Perspective in Studying Sustainability Aspects of Secondary Educational Buildings","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","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":"Concordia University","funders":"","keywords":"Perspective (graphical); Sustainability; Architectural engineering; Sociology; Engineering ethics; Epistemology; Computer science; Engineering; Philosophy; Artificial intelligence; Ecology","score_opus":0.016939966696884887,"score_gpt":0.24022513251578206,"score_spread":0.22328516581889718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391424950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7086254,0.0024768976,0.020462083,0.0029995297,0.00007657157,0.000033071945,0.00005794883,0.00006711369,0.26520145],"genre_scores_gemma":[0.98794204,0.00074425945,0.0025714948,0.00019473897,0.000012423959,0.000015035171,0.000016489976,0.000030880397,0.008472591],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99811256,0.0014704282,0.000022230706,0.00006638667,0.0001908929,0.00013754575],"domain_scores_gemma":[0.9961935,0.0032410766,0.000093393974,0.00008258606,0.00018130189,0.00020815386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023825748,0.00031318082,0.0002177291,0.00087962043,0.0020679533,0.007937874,0.00050500437,0.0009481604,0.0048414287],"category_scores_gemma":[0.0030631488,0.00023545304,0.00031232327,0.0013025643,0.0039431606,0.004786657,0.0032852555,0.0012823403,0.00051936554],"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":[0.000066891494,0.00014043067,0.015922105,0.00021990409,0.000012700841,0.00085842074,0.7692854,0.00035652454,0.0038923773,0.14479192,0.0022430818,0.062210277],"study_design_scores_gemma":[0.0000078251505,0.0001749409,0.026572268,0.00046848637,0.00002889297,0.0010975334,0.8019989,0.001680056,0.002409453,0.045413267,0.12012019,0.000028206392],"about_ca_topic_score_codex":0.002375887,"about_ca_topic_score_gemma":0.0081265615,"teacher_disagreement_score":0.007937874,"about_ca_system_score_codex":0.00166607,"about_ca_system_score_gemma":0.00088795007,"threshold_uncertainty_score":0.016196132},"labels":[],"label_agreement":null},{"id":"W4391546620","doi":"10.1007/978-3-031-34027-7_62","title":"Sustainability Analysis of Structural Materials Used in Multistoried Building Construction: A Cradle to Grave Approach","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","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":"University of Alberta","funders":"","keywords":"Sustainability; Architectural engineering; Engineering; Construction engineering; Ecology; Biology","score_opus":0.008546567053534041,"score_gpt":0.23446417339203382,"score_spread":0.22591760633849978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391546620","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31983146,0.0073592397,0.45421132,0.0024052854,0.00020847043,0.00016381464,0.0004255135,0.00023160024,0.21516338],"genre_scores_gemma":[0.9430925,0.0016867933,0.023953663,0.00010593142,0.000047190853,0.000075984826,0.00014184983,0.00008815588,0.03080798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965715,0.000096465585,0.000009273576,0.00004351567,0.00014235699,0.000051181505],"domain_scores_gemma":[0.99984837,0.00008455913,0.000014676108,0.000016437354,0.000029361665,0.00000667702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041666883,0.0005101609,0.00060511986,0.0013068172,0.00043770892,0.0016363645,0.00094976486,0.0009213743,0.0032480068],"category_scores_gemma":[0.00069130724,0.00039712279,0.0010780175,0.0007223946,0.0010816978,0.0013613312,0.0011840826,0.00090538914,0.00033131937],"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":[0.0000567859,0.00021258442,0.0023886368,0.00028917874,0.00010299448,0.00023306953,0.00015761756,0.6433324,0.012784669,0.23684289,0.0023749897,0.101224095],"study_design_scores_gemma":[0.0000074846043,0.00016503593,0.005558764,0.00008475642,0.00005066914,0.00013465088,0.0005237351,0.7691372,0.0065391767,0.20594102,0.011819941,0.000037576803],"about_ca_topic_score_codex":0.0027791364,"about_ca_topic_score_gemma":0.0046294387,"teacher_disagreement_score":0.0032480068,"about_ca_system_score_codex":0.0014287587,"about_ca_system_score_gemma":0.00066797336,"threshold_uncertainty_score":0.010865688},"labels":[],"label_agreement":null},{"id":"W4391728351","doi":"10.1007/978-3-031-17299-1_301801","title":"Hamilton and Wentworth County, Ontario, Canada, Sustainable City Plan","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Plan (archaeology); Geography; Environmental planning; Archaeology; Regional science","score_opus":0.012965164414471386,"score_gpt":0.1855012286723393,"score_spread":0.17253606425786794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391728351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037452064,0.014569865,0.0006933808,0.0056097684,0.0008515474,0.00018531144,0.008659041,0.0001825004,0.9655033],"genre_scores_gemma":[0.0034535318,0.0028109862,0.00031010417,0.00022631542,0.000016946062,0.00002432521,0.00080140954,0.000048072834,0.9923084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996425,0.000014968667,0.000010111456,0.00004024931,0.00019681806,0.000095334246],"domain_scores_gemma":[0.99973255,0.000014769514,0.000008063688,0.000010013024,0.00018297907,0.00005162481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024716076,0.0008129033,0.00035359195,0.0011845349,0.005947606,0.0034615824,0.00091795344,0.0012397534,0.0978179],"category_scores_gemma":[0.00056640746,0.0007239777,0.00029632583,0.0042522345,0.00072469626,0.0010807882,0.00072515325,0.0014226069,0.0146417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016135125,0.000010986601,0.00093319564,0.00009892611,0.0000031884986,0.00009023859,0.0005324442,0.00026385023,0.00013257409,0.015656421,0.9227817,0.0594804],"study_design_scores_gemma":[0.0000035572905,0.000003390663,0.0029392396,0.000048491187,0.000002825992,0.000020401547,0.00039404395,0.00006241951,0.0000492822,0.0005403535,0.99593073,0.000005200194],"about_ca_topic_score_codex":0.98265475,"about_ca_topic_score_gemma":0.99798113,"teacher_disagreement_score":0.0978179,"about_ca_system_score_codex":0.034482334,"about_ca_system_score_gemma":0.044535346,"threshold_uncertainty_score":0.3272335},"labels":[],"label_agreement":null},{"id":"W4392179569","doi":"10.1016/j.eiar.2024.107465","title":"Automating building environmental assessment: A systematic review and future research directions","year":2024,"lang":"en","type":"review","venue":"Environmental Impact Assessment Review","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Research Grants Council, University Grants Committee","keywords":"Building information modeling; Cloud computing; Process (computing); Systematic review; Computer science; Data science; Automation; Sustainability; Process management; Engineering; Systems engineering","score_opus":0.027698114400597693,"score_gpt":0.4049360206293405,"score_spread":0.37723790622874276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392179569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018516135,0.99889743,0.00018877408,0.00025299191,0.00012553102,0.00009041867,0.00009402744,0.000005502634,0.00016012632],"genre_scores_gemma":[0.0021353615,0.99615663,0.00096625084,0.0004393017,0.000054728942,0.00010158281,0.000068025445,0.000003497463,0.00007469852],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99118304,0.0028258192,0.00286189,0.0007275915,0.0020990856,0.00030261112],"domain_scores_gemma":[0.9579225,0.030019483,0.0050298325,0.0007451479,0.005871448,0.00041150858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016473861,0.0017818004,0.0065325405,0.010231841,0.00068875635,0.0046711755,0.0024686991,0.0031441508,0.0051029623],"category_scores_gemma":[0.04705201,0.0010587733,0.00673742,0.011012938,0.001273178,0.0046506757,0.0020535209,0.002028418,0.0007395701],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001011364,0.000046618516,0.00047320398,0.8409585,0.003242695,0.00008189806,0.00023202892,0.00023049631,0.00029239376,0.00068830285,0.00416491,0.14948782],"study_design_scores_gemma":[0.0001481596,0.00016574394,0.002664101,0.88244754,0.030198622,0.00030385275,0.00067217206,0.00021108676,0.00023742153,0.001186509,0.08169677,0.00006794759],"about_ca_topic_score_codex":0.015348094,"about_ca_topic_score_gemma":0.05872346,"teacher_disagreement_score":0.016473861,"about_ca_system_score_codex":0.0036353804,"about_ca_system_score_gemma":0.024299702,"threshold_uncertainty_score":0.087123156},"labels":[],"label_agreement":null},{"id":"W4392400609","doi":"10.5829/ijee.2024.15.04.06","title":"Energy Efficiency of Residential Buildings in Cold and Dry Climates using Simulation-based Comparative Analysis: Case Study in Tabriz","year":2024,"lang":"en","type":"article","venue":"Iranica Journal of Energy and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Environmental science; Dry climate; Architectural engineering; Engineering; Climatology; Geology","score_opus":0.017508443314854516,"score_gpt":0.27296548321490044,"score_spread":0.2554570399000459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392400609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632144,0.000059241454,0.0012012147,0.000027267328,0.0000027260555,0.000018028724,0.00012486994,0.000018388884,0.0022268216],"genre_scores_gemma":[0.99813604,0.00005167476,0.0012153006,0.0000031311988,0.0000013571513,0.000009736774,0.00010417029,0.000004866695,0.00047379153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997923,0.00009199244,0.0000072679313,0.000025732774,0.000033991855,0.00004876465],"domain_scores_gemma":[0.99965537,0.00020797401,0.0000326491,0.000033772856,0.000054155873,0.00001615574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042303343,0.0005276127,0.00039140525,0.0008214528,0.0005103114,0.00065218436,0.00060642726,0.0005982045,0.0015447262],"category_scores_gemma":[0.00063450757,0.00019379436,0.0009860322,0.0011665624,0.00035648825,0.00046990687,0.00032695063,0.00030549336,0.00008550127],"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":[0.00033190454,0.00037385404,0.030923855,0.00014595578,0.00009623123,0.0009563095,0.00032118039,0.9498214,0.0044423775,0.0021208825,0.00043903102,0.010026999],"study_design_scores_gemma":[0.000045324865,0.00036895747,0.040618382,0.000016969,0.00006717421,0.00014350862,0.0012020156,0.9527808,0.0030330329,0.0005528008,0.0011374508,0.00003361118],"about_ca_topic_score_codex":0.044488184,"about_ca_topic_score_gemma":0.06580119,"teacher_disagreement_score":0.044488184,"about_ca_system_score_codex":0.0020774594,"about_ca_system_score_gemma":0.00049954647,"threshold_uncertainty_score":0.08845848},"labels":[],"label_agreement":null},{"id":"W4392548583","doi":"10.2478/remav-2024-0003","title":"Analysis of Environmentally Certified Residential Developments in Poland","year":2024,"lang":"en","type":"article","venue":"Real Estate Management and Valuation","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Uniwersytet Przyrodniczy we Wrocławiu","keywords":"Certification; Scope (computer science); Investment (military); Business; Quarter (Canadian coin); Scale (ratio); Distribution (mathematics); Environmental economics; Environmental protection; Environmental resource management; Environmental planning; Environmental science; Geography; Computer science; Economics; Cartography; Political science","score_opus":0.018316620539627952,"score_gpt":0.2610363699490664,"score_spread":0.24271974940943847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392548583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972703,0.000032426586,0.0003393806,0.000006921752,5.2178143e-7,0.00000819767,0.00031817768,0.0000054906377,0.00201862],"genre_scores_gemma":[0.9983246,0.00005730058,0.00033439184,0.0000010765252,5.6768624e-7,0.0000051255,0.0004616465,0.0000029597713,0.0008123778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996221,0.000043716333,0.000034823963,0.000070547154,0.0001636358,0.000065225286],"domain_scores_gemma":[0.9994481,0.00008881411,0.00021647844,0.00003347131,0.00018203566,0.00003104412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750965,0.000117011696,0.00013358844,0.0025680426,0.00017630887,0.0008195083,0.00016050955,0.00010705904,0.0011461049],"category_scores_gemma":[0.00095220713,0.0001367686,0.00017449657,0.0027291402,0.000245271,0.0003972809,0.0005501298,0.000115153656,0.00015718186],"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":[0.00023352315,0.00010094196,0.920215,0.00020444675,0.000057208974,0.0021990158,0.0021673145,0.008894443,0.0068739904,0.0033122601,0.0006716525,0.05507022],"study_design_scores_gemma":[0.0000031819814,0.00004420865,0.9881954,0.000017125614,0.00001425195,0.00026802486,0.0024185171,0.003732799,0.0017172529,0.00019891019,0.003383633,0.000006784325],"about_ca_topic_score_codex":0.008777603,"about_ca_topic_score_gemma":0.015899802,"teacher_disagreement_score":0.008777603,"about_ca_system_score_codex":0.000770033,"about_ca_system_score_gemma":0.00039133453,"threshold_uncertainty_score":0.017453015},"labels":[],"label_agreement":null},{"id":"W4392839796","doi":"10.2139/ssrn.4721584","title":"Mapping Construction Sector Greenhouse Gas Emissions: A Crucial Step in Sustainably Meeting Increasing Housing Demands","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Greenhouse gas; Sustainability; Business; Natural resource economics; Environmental economics; Environmental planning; Environmental resource management; Environmental science; Economics","score_opus":0.00669715052456044,"score_gpt":0.22725054115269716,"score_spread":0.22055339062813673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5493769,0.007625433,0.33822915,0.012636956,0.00067499373,0.00061038637,0.010221137,0.0028471844,0.077777885],"genre_scores_gemma":[0.857016,0.004612913,0.1297808,0.00048379003,0.00012734329,0.00023428316,0.0035260154,0.0004304104,0.0037885832],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99942327,0.00017839935,0.000029208619,0.00007936085,0.00021581507,0.00007402883],"domain_scores_gemma":[0.9988387,0.00037564966,0.00015733654,0.00016398964,0.00041356785,0.000050784765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013992297,0.0010406699,0.000733497,0.0012071633,0.000577478,0.0033221487,0.0011470655,0.0014086221,0.002988349],"category_scores_gemma":[0.003833858,0.00029529422,0.00040184366,0.0029964647,0.00036520316,0.0043273666,0.0011411818,0.0010878174,0.0012804577],"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":[0.00026765335,0.00061530666,0.18874769,0.0016865311,0.00036818098,0.00037986576,0.0015609969,0.11430294,0.04448089,0.014112335,0.019280478,0.6141972],"study_design_scores_gemma":[0.00006506334,0.00061522267,0.29680276,0.0012277886,0.0004803685,0.00047271542,0.026580099,0.28158346,0.04951613,0.1035689,0.23869275,0.00039468723],"about_ca_topic_score_codex":0.022845957,"about_ca_topic_score_gemma":0.03809008,"teacher_disagreement_score":0.022845957,"about_ca_system_score_codex":0.00091713906,"about_ca_system_score_gemma":0.0026170027,"threshold_uncertainty_score":0.04542595},"labels":[],"label_agreement":null},{"id":"W4392907368","doi":"10.32920/25412695","title":"Quantifying Building Performance in Nine Case Studies of High-performance Houses in Ontario, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sciencetech (Canada); Toronto Metropolitan University; Queen's University","funders":"Mitacs","keywords":"Energy performance; Sample (material); Environmental science; Architectural engineering; Quality (philosophy); Environmental quality; Civil engineering; Built environment; Environmental resource management; Efficient energy use; Engineering; Ecology","score_opus":0.038161544515938,"score_gpt":0.2753269812574531,"score_spread":0.23716543674151508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392907368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668545,0.00009237667,0.00035634852,0.00002711767,0.000001265739,0.00008093293,0.00024951505,0.0000065794084,0.002500434],"genre_scores_gemma":[0.9972957,0.0001279952,0.0008090221,0.000008901276,8.7195866e-7,0.000022050648,0.00020893736,0.0000044175504,0.0015222292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987087,0.00020773427,0.000057551424,0.00013356055,0.0005186939,0.00037372808],"domain_scores_gemma":[0.9983891,0.00032602937,0.00017765579,0.00010443268,0.0008065612,0.00019613441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080203085,0.0004365986,0.00028621266,0.0011299552,0.0035476496,0.001156712,0.00113441,0.00040198272,0.001241445],"category_scores_gemma":[0.0021811156,0.0003071753,0.00034526983,0.0035846822,0.0014454707,0.00037034755,0.0008867452,0.00026088668,0.0001226216],"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":[0.00072614284,0.00066554593,0.8106514,0.00063455675,0.00019717518,0.007575553,0.056770507,0.023955198,0.008857589,0.0029663125,0.0024060428,0.084593944],"study_design_scores_gemma":[0.000020606416,0.00025370767,0.93227273,0.00007240839,0.000066762375,0.00044870767,0.04987448,0.0073375786,0.0024582674,0.00022193298,0.006921455,0.00005127604],"about_ca_topic_score_codex":0.98176736,"about_ca_topic_score_gemma":0.99595237,"teacher_disagreement_score":0.037246894,"about_ca_system_score_codex":0.037246894,"about_ca_system_score_gemma":0.013514599,"threshold_uncertainty_score":0.27024645},"labels":[],"label_agreement":null},{"id":"W4392914058","doi":"10.32920/25412695.v1","title":"Quantifying Building Performance in Nine Case Studies of High-performance Houses in Ontario, Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sciencetech (Canada); Toronto Metropolitan University; Queen's University","funders":"Mitacs","keywords":"Energy performance; Sample (material); Environmental science; Quality (philosophy); Environmental quality; Environmental resource management; Architectural engineering; Built environment; Civil engineering; Efficient energy use; Engineering; Ecology","score_opus":0.038161544515938,"score_gpt":0.2753269812574531,"score_spread":0.23716543674151508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392914058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668545,0.00009237667,0.00035634852,0.00002711767,0.000001265739,0.00008093293,0.00024951505,0.0000065794084,0.002500434],"genre_scores_gemma":[0.9972957,0.0001279952,0.0008090221,0.000008901276,8.7195866e-7,0.000022050648,0.00020893736,0.0000044175504,0.0015222292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987087,0.00020773427,0.000057551424,0.00013356055,0.0005186939,0.00037372808],"domain_scores_gemma":[0.9983891,0.00032602937,0.00017765579,0.00010443268,0.0008065612,0.00019613441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080203085,0.0004365986,0.00028621266,0.0011299552,0.0035476496,0.001156712,0.00113441,0.00040198272,0.001241445],"category_scores_gemma":[0.0021811156,0.0003071753,0.00034526983,0.0035846822,0.0014454707,0.00037034755,0.0008867452,0.00026088668,0.0001226216],"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":[0.00072614284,0.00066554593,0.8106514,0.00063455675,0.00019717518,0.007575553,0.056770507,0.023955198,0.008857589,0.0029663125,0.0024060428,0.084593944],"study_design_scores_gemma":[0.000020606416,0.00025370767,0.93227273,0.00007240839,0.000066762375,0.00044870767,0.04987448,0.0073375786,0.0024582674,0.00022193298,0.006921455,0.00005127604],"about_ca_topic_score_codex":0.98176736,"about_ca_topic_score_gemma":0.99595237,"teacher_disagreement_score":0.037246894,"about_ca_system_score_codex":0.037246894,"about_ca_system_score_gemma":0.013514599,"threshold_uncertainty_score":0.27024645},"labels":[],"label_agreement":null},{"id":"W4393094793","doi":"10.5539/jsd.v17n2p127","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 2","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Geography; Regional science; Political science; Environmental ethics; Philosophy; Law","score_opus":0.013111520567504803,"score_gpt":0.2598376766187687,"score_spread":0.2467261560512639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393094793","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012253349,0.0020232724,0.0007555652,0.15485302,0.8381143,0.0003880241,0.00044796633,0.0003234491,0.0029718815],"genre_scores_gemma":[0.0041614873,0.0064789765,0.0022962615,0.211225,0.7082813,0.002079858,0.0011438132,0.0008755021,0.06345784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96967363,0.0052382294,0.0053769066,0.002068909,0.016217772,0.0014245524],"domain_scores_gemma":[0.33951315,0.026529912,0.010541504,0.004428085,0.6099716,0.009015706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024911325,0.002522877,0.004388674,0.006455145,0.0043204646,0.008434991,0.0040597655,0.015884738,0.07553701],"category_scores_gemma":[0.32159302,0.0012990661,0.0034295358,0.0025703313,0.0024717164,0.0055202893,0.0032950211,0.01078994,0.043045834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024182506,0.0000037168031,0.00006247272,0.0002341426,0.0000054947345,0.000058582173,0.000027574706,0.0000066830908,0.00004062902,0.000082087994,0.996795,0.002659339],"study_design_scores_gemma":[0.000117537704,0.00004238708,0.0007964813,0.0019434085,0.000050717586,0.00089059264,0.00033217642,0.00018995395,0.00024965353,0.00090754544,0.9943745,0.000104973886],"about_ca_topic_score_codex":0.0035691576,"about_ca_topic_score_gemma":0.0063302773,"teacher_disagreement_score":0.07553701,"about_ca_system_score_codex":0.004426999,"about_ca_system_score_gemma":0.009487124,"threshold_uncertainty_score":0.25269645},"labels":[],"label_agreement":null},{"id":"W4393866255","doi":"10.3390/su16072959","title":"Engineering and Design for Sustainable Construction: A Bibliometric Analysis of Current Status and Future Trends","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Engineering ethics; Engineering; Regional science; Management science; Risk analysis (engineering); Environmental planning; Construction engineering; Geography; Business; Electrical engineering","score_opus":0.011664079911059501,"score_gpt":0.2798816679481964,"score_spread":0.2682175880371369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393866255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4264959,0.37970778,0.010473282,0.013435376,0.0009034261,0.0010457917,0.06892974,0.00065774214,0.09835094],"genre_scores_gemma":[0.692523,0.24647482,0.020539695,0.00061003974,0.0008416749,0.00089758064,0.03392642,0.00015996749,0.0040268195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9863739,0.0021401548,0.0028950728,0.00092327496,0.0071584415,0.0005092025],"domain_scores_gemma":[0.94594294,0.030428097,0.007611581,0.0015423443,0.013652666,0.00082239776],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0123456605,0.0005523739,0.001525275,0.19044502,0.0013979811,0.006910505,0.00074525055,0.00079174916,0.0039758617],"category_scores_gemma":[0.05064976,0.00031328027,0.0014609555,0.27970937,0.00096652727,0.005752188,0.0023872743,0.000541019,0.0008266238],"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":[0.00024266237,0.00014325671,0.20594609,0.034225013,0.0011004114,0.00062535814,0.0058663148,0.0016739967,0.002073164,0.014948756,0.03404865,0.6991064],"study_design_scores_gemma":[0.00005833884,0.00025006168,0.60245687,0.019374011,0.002213041,0.0016865182,0.015381741,0.0056813615,0.0024985645,0.0093961535,0.3407973,0.00020608529],"about_ca_topic_score_codex":0.006854731,"about_ca_topic_score_gemma":0.009536541,"teacher_disagreement_score":0.809555,"about_ca_system_score_codex":0.0033604042,"about_ca_system_score_gemma":0.00753719,"threshold_uncertainty_score":0.06529087},"labels":[],"label_agreement":null},{"id":"W4393945281","doi":"10.1016/j.buildenv.2024.111490","title":"Ten questions concerning the environmental impacts of housing built form","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Carleton University; University of Toronto","funders":"","keywords":"Architectural engineering; Environmental planning; Civil engineering; Engineering; Environmental science; Environmental resource management; Computer science","score_opus":0.010605902613742058,"score_gpt":0.22634101392209774,"score_spread":0.21573511130835568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393945281","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38158756,0.0032663378,0.027463451,0.0952826,0.0005136997,0.0003429299,0.0010511132,0.00003811819,0.49045426],"genre_scores_gemma":[0.9778806,0.0027863914,0.004348152,0.0047514164,0.00031411022,0.00023255519,0.00026686522,0.000019763214,0.009400149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99558073,0.0016912292,0.00018141877,0.0003646527,0.0017175067,0.00046443337],"domain_scores_gemma":[0.9707851,0.02388157,0.00200833,0.0006993125,0.002194739,0.00043101638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007752635,0.0004181933,0.00044389858,0.001088833,0.0027369019,0.0066024982,0.0023214102,0.005505346,0.017535515],"category_scores_gemma":[0.02533382,0.00031369212,0.0007094871,0.0020501355,0.014975519,0.0066255787,0.0034880373,0.0040922496,0.0008026502],"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":[0.00030402918,0.00031186713,0.015800001,0.00078739,0.00006266349,0.0009992823,0.008875506,0.006759726,0.0015442423,0.8939474,0.008806206,0.061801672],"study_design_scores_gemma":[0.00004322797,0.00013398664,0.02372316,0.00060435693,0.000052442763,0.0005365516,0.056507137,0.0029310314,0.0022656375,0.8524138,0.060717504,0.000071116076],"about_ca_topic_score_codex":0.00512109,"about_ca_topic_score_gemma":0.0047566597,"teacher_disagreement_score":0.017535515,"about_ca_system_score_codex":0.0037738301,"about_ca_system_score_gemma":0.0028094437,"threshold_uncertainty_score":0.058662117},"labels":[],"label_agreement":null},{"id":"W4393992944","doi":"10.1111/jiec.13465","title":"Environmental performance of eco‐design strategies applied to the building sector","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Industrial ecology; Business; Environmental resource management; Environmental economics; Architectural engineering; Sustainability; Environmental science; Environmental planning; Economics; Engineering; Ecology","score_opus":0.02180056604784821,"score_gpt":0.23235934977332223,"score_spread":0.210558783725474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393992944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99158525,0.0000898881,0.0043829028,0.00003308691,0.0000056138606,0.000045633165,0.00010438326,0.000020768464,0.0037325067],"genre_scores_gemma":[0.9988544,0.00003953456,0.0007528308,0.000005048118,4.7938073e-7,0.000013474711,0.000031478816,0.0000030174692,0.00029966526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99950576,0.00021346244,0.000020550018,0.0000555658,0.000084120584,0.000120637684],"domain_scores_gemma":[0.9989672,0.0005618498,0.00013705596,0.00009956314,0.00017258956,0.0000618227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013386881,0.0006807071,0.0003651153,0.0005718237,0.00023731355,0.0012333497,0.0004866518,0.0006646307,0.0015930755],"category_scores_gemma":[0.0017432094,0.00019272155,0.000629878,0.0005560632,0.00043004373,0.00066479284,0.000688241,0.0003894102,0.00015373263],"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":[0.00016894568,0.00016105096,0.01054641,0.000054600056,0.000066585504,0.000064911066,0.00003090062,0.9737126,0.0068531157,0.0012811653,0.00007942784,0.0069803046],"study_design_scores_gemma":[0.00004793999,0.0015346241,0.022000317,0.000034732137,0.00012772567,0.000039215192,0.0005179176,0.95400834,0.017849747,0.0024493467,0.0013442398,0.000045825698],"about_ca_topic_score_codex":0.008121313,"about_ca_topic_score_gemma":0.0062012044,"teacher_disagreement_score":0.008121313,"about_ca_system_score_codex":0.0015135003,"about_ca_system_score_gemma":0.0006239016,"threshold_uncertainty_score":0.01614809},"labels":[],"label_agreement":null},{"id":"W4394433145","doi":"10.6084/m9.figshare.1601881","title":"Contrasting the differences in the micro-environment of green and conventional roofs in Toronto, Canada.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Sustainable Building Design and Assessment","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":"Geography; Environmental science; Architectural engineering; Engineering","score_opus":0.023501366900800957,"score_gpt":0.22383405833658063,"score_spread":0.20033269143577967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394433145","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068913554,0.00034308876,0.00012216005,0.00012295648,0.000017107213,0.000020664978,0.9912411,0.00012023311,0.0011213148],"genre_scores_gemma":[0.02047939,0.00028471783,0.0004862906,0.00005329661,0.0000067305123,0.00006824891,0.97714627,0.00003425009,0.0014407464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944514,0.000045288834,0.000048917515,0.00012460018,0.00017729384,0.00015873993],"domain_scores_gemma":[0.9977527,0.00019997085,0.00025772,0.00022405075,0.0012590138,0.0003065724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005827076,0.0010747709,0.0007927993,0.0028872245,0.0011955906,0.0016142351,0.0020496596,0.0008099824,0.0075426563],"category_scores_gemma":[0.0031083182,0.0004492572,0.000948104,0.0072206017,0.0004702848,0.00047756266,0.0012687873,0.0008520688,0.0035674144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048771317,0.00008869707,0.15747191,0.002389903,0.0005643925,0.00029204355,0.00076081854,0.0032952556,0.0006235636,0.0018517616,0.8150099,0.017164068],"study_design_scores_gemma":[0.0002696435,0.000037916463,0.5908994,0.0011330821,0.00025512552,0.00015271915,0.0015373232,0.0036313043,0.0008753909,0.0005734251,0.40050402,0.00013076859],"about_ca_topic_score_codex":0.9788654,"about_ca_topic_score_gemma":0.99112624,"teacher_disagreement_score":0.021134615,"about_ca_system_score_codex":0.013434966,"about_ca_system_score_gemma":0.015886221,"threshold_uncertainty_score":0.09747797},"labels":[],"label_agreement":null},{"id":"W4395666724","doi":"10.5267/j.msl.2024.4.002","title":"Risk analysis and investment feasibility for green retrofits in high-rise office buildings using the life cycle cost method","year":2024,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Investment (military); Operations management; Business; Computer science; Environmental economics; Reliability engineering; Risk analysis (engineering); Industrial organization; Economics; Engineering","score_opus":0.018287920407881898,"score_gpt":0.29141323848306916,"score_spread":0.27312531807518725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395666724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8179673,0.0012025293,0.16428547,0.0008305722,0.000041048348,0.0003507313,0.00050498126,0.00007356914,0.0147437705],"genre_scores_gemma":[0.98879683,0.00031370955,0.008489804,0.00002155429,0.000010936784,0.0001089037,0.00020023333,0.000011932278,0.0020462275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99746835,0.0012313992,0.00008663228,0.00017680216,0.0007635461,0.00027329495],"domain_scores_gemma":[0.9890191,0.008349111,0.0011259347,0.00032175583,0.0009800274,0.00020410639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052538174,0.0008654939,0.00044411994,0.0018455489,0.00037816534,0.0018762087,0.0007945354,0.0007978057,0.00300439],"category_scores_gemma":[0.009876773,0.0003742035,0.0012672528,0.00085887156,0.0006657436,0.0017759504,0.00086045655,0.0010616665,0.0002012078],"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":[0.00048969797,0.0002012388,0.05551535,0.00018878907,0.00022667611,0.00049145264,0.00020253417,0.87022024,0.0019192948,0.037226398,0.001059093,0.032259334],"study_design_scores_gemma":[0.0000135162545,0.0003357319,0.0120097855,0.000045095403,0.000082671,0.0001732288,0.00032299786,0.9756479,0.001019406,0.009508657,0.0008018655,0.000039254217],"about_ca_topic_score_codex":0.005587667,"about_ca_topic_score_gemma":0.0046404162,"teacher_disagreement_score":0.005587667,"about_ca_system_score_codex":0.0027346106,"about_ca_system_score_gemma":0.0018696088,"threshold_uncertainty_score":0.027785182},"labels":[],"label_agreement":null},{"id":"W4396509123","doi":"10.22215/etd/2024-15903","title":"Assessing the Environmental Impact: Office Building Reuse as a Sustainable Alternative to Demolition","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Reuse; Demolition; Sustainability; Key (lock); Incentive; Demolition waste; Architectural engineering; Built environment; Engineering; Environmental planning; Environmental resource management; Civil engineering; Environmental economics; Computer science; Environmental science; Waste management; Economics","score_opus":0.008261823814115412,"score_gpt":0.3082821964669534,"score_spread":0.300020372652838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396509123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8438441,0.002828667,0.011942229,0.0014252523,0.0000590814,0.00017358962,0.00028079486,0.00003919623,0.13940714],"genre_scores_gemma":[0.9861334,0.002108925,0.00657541,0.00007799029,0.000011101237,0.00002891823,0.000079926394,0.000014016413,0.0049704234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887055,0.00036967773,0.000021998085,0.0000692823,0.0005624948,0.00010588012],"domain_scores_gemma":[0.9990396,0.0005241266,0.0001202477,0.00006111771,0.0002170861,0.000037722253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014417521,0.00033761456,0.0002507661,0.00088934845,0.00047131183,0.001976599,0.0003648491,0.00047013868,0.002827368],"category_scores_gemma":[0.0022964585,0.00010455555,0.00042220915,0.0011315364,0.0006530686,0.0012967038,0.00087733904,0.0005633217,0.00026316682],"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":[0.0008640184,0.0009146202,0.0720299,0.0012052775,0.00036774244,0.0005938813,0.00142065,0.17676836,0.031465136,0.09592936,0.0045752563,0.61386585],"study_design_scores_gemma":[0.00014924652,0.005877593,0.24565704,0.0019812554,0.0013939062,0.00065593614,0.021287933,0.20645288,0.19380619,0.17303264,0.1493786,0.00032677935],"about_ca_topic_score_codex":0.0070819827,"about_ca_topic_score_gemma":0.016735708,"teacher_disagreement_score":0.0070819827,"about_ca_system_score_codex":0.0019309305,"about_ca_system_score_gemma":0.0018180055,"threshold_uncertainty_score":0.014081538},"labels":[],"label_agreement":null},{"id":"W4396771965","doi":"10.46793/urbanizam24.187m","title":"ECOLOGICAL INDEX IN URBAN PLANNING – RESPONDING TO OVERBUILDING AND CLIMATE CHANGE","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Index (typography); Urban planning; Climate change; Environmental resource management; Plot (graphics); Environmental planning; Geography; Ecology; Environmental science; Civil engineering; Computer science; Engineering","score_opus":0.023817908438377486,"score_gpt":0.2885581903106052,"score_spread":0.2647402818722277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396771965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47598565,0.01813816,0.090908274,0.011536782,0.001390456,0.00047115944,0.0015487513,0.00044910543,0.39957163],"genre_scores_gemma":[0.97940695,0.0020003663,0.013588648,0.0001332434,0.00012299918,0.0000703818,0.00026151707,0.00003448733,0.00438149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980248,0.0008998392,0.00011716484,0.00017166772,0.0005872624,0.0001992927],"domain_scores_gemma":[0.9982855,0.00060431816,0.0002893277,0.00012600231,0.00042015515,0.00027470826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002037376,0.00042631148,0.0002899493,0.0033127815,0.0008114885,0.0037788404,0.00051256607,0.0005347974,0.0025317399],"category_scores_gemma":[0.0031906427,0.00015107391,0.00033921623,0.006332164,0.002120629,0.0015902717,0.0022602375,0.0010436047,0.00030249314],"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":[0.00018774289,0.000376727,0.17473392,0.00076193025,0.000117725154,0.00083825924,0.008966379,0.04873886,0.0016408477,0.290303,0.021719962,0.45161462],"study_design_scores_gemma":[0.000018979174,0.0005165935,0.3770914,0.00082684524,0.00012297044,0.00097135804,0.033122864,0.053291865,0.0023866855,0.15228683,0.37911993,0.00024364317],"about_ca_topic_score_codex":0.011774457,"about_ca_topic_score_gemma":0.015579287,"teacher_disagreement_score":0.011774457,"about_ca_system_score_codex":0.0031050574,"about_ca_system_score_gemma":0.0017274611,"threshold_uncertainty_score":0.02341181},"labels":[],"label_agreement":null},{"id":"W4396790646","doi":"10.35483/acsa.am.112.5","title":"Future Use Architecture: Connecting housing policy, housing typology, and resource use for housing in Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Architecture; Reuse; Government (linguistics); Retrofitting; Stock (firearms); Architectural engineering; Circular economy; Resource (disambiguation); Business; Typology; Work (physics); Engineering; Environmental economics; Environmental planning; Computer science; Environmental science; Economics; Geography; Waste management","score_opus":0.014322951960770823,"score_gpt":0.23978339265609894,"score_spread":0.2254604406953281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396790646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9355025,0.0022560642,0.001673463,0.004182587,0.00004098886,0.000080112666,0.0036952004,0.00003535028,0.052533627],"genre_scores_gemma":[0.9923543,0.0008118749,0.0008217009,0.00014895579,0.0000037455084,0.00001782457,0.000603848,0.00001067051,0.0052270126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988697,0.00007681002,0.000029163279,0.00010064733,0.00046294552,0.00046065406],"domain_scores_gemma":[0.99857235,0.00009865733,0.00014418986,0.000048816102,0.0007998613,0.00033614534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006777185,0.0002532457,0.00022876085,0.0018371493,0.0053570955,0.003299368,0.0010184529,0.0003280709,0.0034842982],"category_scores_gemma":[0.0018471947,0.00019518667,0.0004229451,0.0041621155,0.0018186944,0.0010515788,0.001548175,0.00061207754,0.00015520642],"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":[0.00010983576,0.00011812832,0.804865,0.00020004496,0.00010540633,0.0004705033,0.015961735,0.0053563383,0.0009619664,0.06768828,0.014273116,0.08988967],"study_design_scores_gemma":[0.00000790155,0.000034995053,0.88425064,0.00021398607,0.000055713324,0.00015228726,0.0368813,0.004817569,0.0005631852,0.002760075,0.070189014,0.0000734011],"about_ca_topic_score_codex":0.9981914,"about_ca_topic_score_gemma":0.99942845,"teacher_disagreement_score":0.10829677,"about_ca_system_score_codex":0.10829677,"about_ca_system_score_gemma":0.107664034,"threshold_uncertainty_score":0.7857517},"labels":[],"label_agreement":null},{"id":"W4396919692","doi":"10.1016/j.jobe.2024.109622","title":"Assessing the effectiveness of building retrofits in reducing GHG emissions: A Canadian school case study","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Gina Cody School of Engineering and Computer Science, Concordia University","keywords":"Greenhouse gas; Waste management; Environmental science; Business; Engineering","score_opus":0.012344262044968492,"score_gpt":0.2959773276997302,"score_spread":0.2836330656547617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396919692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98695046,0.0001837131,0.0005646993,0.0002506751,0.000008180228,0.0002597318,0.00013745364,0.000015447069,0.011629649],"genre_scores_gemma":[0.9934516,0.0003500062,0.002731076,0.000048437367,0.0000022594218,0.000056606663,0.000092102855,0.000007974156,0.0032598411],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968161,0.0008138017,0.00006490984,0.00021849798,0.001142715,0.00094401924],"domain_scores_gemma":[0.99608946,0.001535372,0.00026104195,0.00014363999,0.0015412983,0.00042928298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032444997,0.0010954791,0.00060930353,0.0015782785,0.006243273,0.0020309754,0.0030242254,0.0016547274,0.0023707817],"category_scores_gemma":[0.005854336,0.00041691476,0.0006713585,0.0025080852,0.0023296778,0.0008394879,0.0010655732,0.0011198332,0.00018783592],"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":[0.006412422,0.02404931,0.34182096,0.00256478,0.00078028813,0.008473782,0.04802794,0.13473806,0.03148874,0.025018286,0.011540761,0.36508477],"study_design_scores_gemma":[0.0015978813,0.012965829,0.5740402,0.000613975,0.0018564936,0.000888302,0.19825038,0.10888851,0.03474167,0.0042845365,0.061313465,0.0005587641],"about_ca_topic_score_codex":0.96750176,"about_ca_topic_score_gemma":0.99020714,"teacher_disagreement_score":0.04488109,"about_ca_system_score_codex":0.04488109,"about_ca_system_score_gemma":0.05224978,"threshold_uncertainty_score":0.32563663},"labels":[],"label_agreement":null},{"id":"W4396921496","doi":"10.3389/fenrg.2024.1418757","title":"Editorial: Sustainable road infrastructure: technologies and assessments","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Energy Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Engineering; Environmental planning; Environmental science","score_opus":0.007989922365900817,"score_gpt":0.3040024889705769,"score_spread":0.2960125666046761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396921496","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018361025,0.002119892,0.00009931679,0.015869569,0.9791095,0.00002024445,0.00009861112,0.000067484005,0.00259691],"genre_scores_gemma":[0.00036225206,0.0032146627,0.00010862931,0.011054747,0.9618116,0.00002945688,0.00009137338,0.00006024007,0.023267211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952851,0.0005970349,0.00047762514,0.0005979933,0.0027281912,0.0003140349],"domain_scores_gemma":[0.98519033,0.0038427606,0.000884817,0.00043925544,0.007445849,0.0021969958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005206581,0.005226662,0.0038248033,0.004605762,0.0032620262,0.0076289536,0.0035472468,0.012278253,0.042841118],"category_scores_gemma":[0.021183789,0.0011180073,0.0027746574,0.001845851,0.0018813744,0.004895883,0.0016509396,0.01332207,0.039692674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014797854,0.000005838864,0.0000070378583,0.000079783276,0.0000047755516,0.000029516154,0.0000029217902,0.000018212439,0.000021040218,0.000105034684,0.9971533,0.0025576535],"study_design_scores_gemma":[0.000039380393,0.000017387685,0.00012826116,0.00026619402,0.000020836073,0.0001100089,0.000021712875,0.00009954526,0.00008020946,0.0008600382,0.998343,0.000013461749],"about_ca_topic_score_codex":0.0018722668,"about_ca_topic_score_gemma":0.005654211,"teacher_disagreement_score":0.042841118,"about_ca_system_score_codex":0.0026981093,"about_ca_system_score_gemma":0.0030313102,"threshold_uncertainty_score":0.14331776},"labels":[],"label_agreement":null},{"id":"W4396935655","doi":"10.1016/j.grets.2024.100103","title":"Building material selection framework for tropical climatic conditions: Eco-design-based approach","year":2024,"lang":"en","type":"article","venue":"Green Technologies and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"SAIT Polytechnic","funders":"","keywords":"Selection (genetic algorithm); Tropical climate; Tropics; Architectural engineering; Environmental science; Computer science; Ecology; Engineering; Artificial intelligence; Biology","score_opus":0.013436169504835319,"score_gpt":0.2739936522139229,"score_spread":0.2605574827090876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396935655","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022788275,0.0013644396,0.90488464,0.0014738118,0.000081594495,0.0010962001,0.00041785985,0.00026119428,0.06763198],"genre_scores_gemma":[0.22620118,0.0013647298,0.7627469,0.00016623893,0.000030636013,0.0015252433,0.00046462094,0.00006471341,0.0074356436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99782205,0.0010445656,0.00014895573,0.0002113604,0.0005978196,0.00017526772],"domain_scores_gemma":[0.99903595,0.00040046085,0.00009891232,0.00005111937,0.00033113838,0.00008245272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002862209,0.0013975871,0.00056296686,0.0057529537,0.0020274364,0.0043068104,0.0020323368,0.0011918287,0.007080641],"category_scores_gemma":[0.0023379414,0.0005170036,0.0016336738,0.0041187764,0.00243766,0.0026156313,0.0030197117,0.001226511,0.0006727627],"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":[0.00007303755,0.00026831156,0.009072445,0.0027487734,0.00014335697,0.0017429228,0.014486324,0.13135576,0.007872594,0.64637387,0.0073225414,0.17853998],"study_design_scores_gemma":[0.00006493416,0.00025258056,0.008442353,0.002189392,0.0002946094,0.0011836728,0.030351503,0.34000462,0.0040148064,0.38255668,0.23046093,0.0001839816],"about_ca_topic_score_codex":0.009844328,"about_ca_topic_score_gemma":0.017880864,"teacher_disagreement_score":0.009844328,"about_ca_system_score_codex":0.0037659216,"about_ca_system_score_gemma":0.0047313524,"threshold_uncertainty_score":0.027323842},"labels":[],"label_agreement":null},{"id":"W4396951272","doi":"10.18777/ieashc-task63-2024-0004","title":"Decision-Making Tool for Solar Neighborhood Planning","year":2024,"lang":"en","type":"report","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Concordia University; University of Prince Edward Island","funders":"","keywords":"Sustainability; Solar energy; Energy consumption; Computer science; Architectural engineering; Environmental economics; Process management; Business; Management science; Engineering","score_opus":0.02363462804988989,"score_gpt":0.32272589198432144,"score_spread":0.29909126393443153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396951272","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037571725,0.00046967168,0.8461327,0.0009735147,0.00032697688,0.0011866953,0.020480754,0.037743624,0.08892892],"genre_scores_gemma":[0.021765888,0.0004402611,0.93941325,0.0002141305,0.0000483656,0.0016555958,0.012400342,0.0023825862,0.021679671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981639,0.0005961061,0.00021145437,0.00017346023,0.00074844854,0.000106655796],"domain_scores_gemma":[0.99673426,0.0022804996,0.000089778936,0.00023160531,0.00054804905,0.000115855626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002879568,0.0013499903,0.00085942657,0.0022144408,0.0009055682,0.0029126906,0.0023833094,0.00097160565,0.095402785],"category_scores_gemma":[0.008024179,0.0007299592,0.0011731493,0.0021700654,0.00038732286,0.0021198813,0.001789942,0.0014255253,0.02127577],"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":[0.00026390332,0.00042535437,0.0012187206,0.0013084057,0.000092027774,0.00058184925,0.0008626745,0.068890505,0.0033761626,0.106868945,0.3226674,0.49344406],"study_design_scores_gemma":[0.00030168233,0.000101739126,0.00059356896,0.0006447175,0.000057217236,0.00034162894,0.00035637515,0.17214575,0.006080935,0.07183321,0.7474395,0.00010359508],"about_ca_topic_score_codex":0.0037644943,"about_ca_topic_score_gemma":0.0061653443,"teacher_disagreement_score":0.095402785,"about_ca_system_score_codex":0.00092045875,"about_ca_system_score_gemma":0.00219483,"threshold_uncertainty_score":0.31915408},"labels":[],"label_agreement":null},{"id":"W4397014108","doi":"10.21203/rs.3.rs-4402600/v1","title":"Assessing the Conformity of Biophilic Design to Green Building Rating Systems for Human Well-being","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainable Building Design and Assessment","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":"SAIT Polytechnic","funders":"","keywords":"Certification; Sustainability; Sustainable design; Architectural engineering; Conformity; Benchmark (surveying); Green building; Relevance (law); Engineering; Environmental design; Civil engineering; Management; Geography; Political science; Economics","score_opus":0.08910421795125653,"score_gpt":0.4241184755595884,"score_spread":0.3350142576083319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397014108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067839,0.00010357928,0.08308818,0.00020619995,0.00006149184,0.00030170914,0.00038724707,0.00019988976,0.008867708],"genre_scores_gemma":[0.98825294,0.000017497528,0.01085507,0.000027935677,0.000007742232,0.00009201625,0.00022183964,0.000020044055,0.0005049246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99066377,0.0048606703,0.0005398752,0.0012344037,0.0024487693,0.00025259945],"domain_scores_gemma":[0.9660149,0.022073213,0.0032600774,0.004429162,0.0038787038,0.0003438729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012084133,0.0004692441,0.00040009452,0.0010986483,0.00031869367,0.0016476609,0.0006870607,0.0013371317,0.0028219137],"category_scores_gemma":[0.06339015,0.0002502087,0.00071531563,0.00081509055,0.0008487154,0.0010609456,0.0013181481,0.0009848361,0.000697311],"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":[0.0038063205,0.0013678363,0.47138026,0.00058222865,0.0009073478,0.00010618107,0.0033188171,0.21776433,0.021954402,0.018186351,0.0023797115,0.25824615],"study_design_scores_gemma":[0.00010971568,0.004653667,0.4804428,0.00015480584,0.00018476986,0.00011121157,0.0015455917,0.4674385,0.02188581,0.020282388,0.00307948,0.000111250825],"about_ca_topic_score_codex":0.0017040223,"about_ca_topic_score_gemma":0.0013344365,"teacher_disagreement_score":0.012084133,"about_ca_system_score_codex":0.000760924,"about_ca_system_score_gemma":0.00037780625,"threshold_uncertainty_score":0.06390774},"labels":[],"label_agreement":null},{"id":"W4398202513","doi":"10.1088/1755-1315/1337/1/012043","title":"Approaching road design from a sustainability perspective","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); Ericsson (Canada)","funders":"","keywords":"Perspective (graphical); Sustainability; Engineering; Computer science; Ecology","score_opus":0.012088755182885848,"score_gpt":0.21859187825213985,"score_spread":0.206503123069254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398202513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07435241,0.003153416,0.7091951,0.0042488785,0.00015533764,0.0002764058,0.00027793628,0.00025997442,0.20808056],"genre_scores_gemma":[0.7809861,0.002979599,0.19359568,0.0002986012,0.000069763526,0.0003318508,0.00020141843,0.00013969008,0.021397384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978828,0.0012382957,0.00006789255,0.00015545532,0.0005082302,0.00014731442],"domain_scores_gemma":[0.9986498,0.00049052277,0.00013425309,0.00010230858,0.0005314547,0.00009167584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015425464,0.00073214463,0.00030178827,0.002059999,0.001090488,0.0036625492,0.0010074356,0.0014185727,0.005379552],"category_scores_gemma":[0.0026059574,0.0003465049,0.0004996796,0.001186289,0.0028973098,0.0024513705,0.0021078566,0.0010172446,0.0006114842],"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":[0.000019639014,0.0000805142,0.0021343722,0.00043118693,0.000024281126,0.00030922552,0.0010619607,0.18716358,0.0033492583,0.72890884,0.002892265,0.07362486],"study_design_scores_gemma":[0.000008948533,0.00016447848,0.0023003037,0.0004246503,0.000028214863,0.0003117778,0.008179017,0.12164235,0.00519602,0.69705915,0.16463532,0.000049753322],"about_ca_topic_score_codex":0.0035285403,"about_ca_topic_score_gemma":0.0052289357,"teacher_disagreement_score":0.005379552,"about_ca_system_score_codex":0.0037872563,"about_ca_system_score_gemma":0.0018674203,"threshold_uncertainty_score":0.027478516},"labels":[],"label_agreement":null},{"id":"W4398776300","doi":"10.5267/j.msl.2024.5.002","title":"Risk assessment of the procurement and permitting (pre-construction) process for green retrofitting in high-rise buildings in Jakarta: A risk model-based approach","year":2024,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Retrofitting; Procurement; Process (computing); Risk model; Business; Risk analysis (engineering); Risk assessment; Computer science; Architectural engineering; Construction engineering; Operations management; Engineering; Marketing; Computer security; Structural engineering","score_opus":0.0074672190392862815,"score_gpt":0.2472731771281414,"score_spread":0.2398059580888551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398776300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7942455,0.00045575862,0.19028193,0.00060138974,0.000023708177,0.00028184932,0.00042089168,0.00016963543,0.013519377],"genre_scores_gemma":[0.9892069,0.0001909969,0.008656049,0.000014538101,0.0000046053456,0.00008378116,0.000104014674,0.000013150223,0.0017259074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888366,0.00055560964,0.00006151448,0.00014529206,0.00018923219,0.00016463826],"domain_scores_gemma":[0.9971922,0.0019805797,0.00041883194,0.00007686106,0.00023227656,0.000099308934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019353144,0.0010637647,0.00071576255,0.0016461413,0.00071263616,0.0030450963,0.0010782727,0.0013130772,0.0017298664],"category_scores_gemma":[0.0025654447,0.0007372536,0.0014016925,0.0009115678,0.0008494237,0.0015913624,0.0010750372,0.0010193352,0.00019441363],"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":[0.000041651736,0.000087369874,0.008433025,0.000030397769,0.000039107705,0.00010530671,0.00008826271,0.98389846,0.0003275944,0.004332128,0.00007943042,0.0025373255],"study_design_scores_gemma":[0.000003572319,0.000041404408,0.002545594,0.0000103297625,0.000021546184,0.000033615994,0.00013706753,0.9950683,0.00021836629,0.001776507,0.00013127273,0.000012297116],"about_ca_topic_score_codex":0.024579352,"about_ca_topic_score_gemma":0.019668197,"teacher_disagreement_score":0.024579352,"about_ca_system_score_codex":0.0035444465,"about_ca_system_score_gemma":0.0029489682,"threshold_uncertainty_score":0.04887253},"labels":[],"label_agreement":null},{"id":"W4399055331","doi":"10.1007/s10479-024-06059-5","title":"Multi-criteria decision aiding for built heritage value assessment: Model and application in Québec City, Canada","year":2024,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Value (mathematics); Environmental planning; Computer science; Geography; Operations research; Environmental resource management; Engineering; Environmental science; Machine learning","score_opus":0.13651537722603693,"score_gpt":0.45953931698947564,"score_spread":0.3230239397634387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399055331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9374789,0.0008931023,0.0396938,0.0007101915,0.00007999584,0.00057876366,0.0033092299,0.0005572972,0.01669872],"genre_scores_gemma":[0.95855445,0.00045624908,0.028743537,0.00007380071,0.000008667661,0.00025727702,0.0010836757,0.00005502824,0.010767284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992834,0.00026628602,0.00003071014,0.000101929356,0.00015331528,0.00016441396],"domain_scores_gemma":[0.997042,0.0015175138,0.0000696208,0.000057353005,0.0011540364,0.00015947975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023191308,0.001357861,0.0012026018,0.0013855195,0.0021485873,0.0027122395,0.0020990656,0.0014247586,0.0059015024],"category_scores_gemma":[0.0031930245,0.0006243509,0.0012863151,0.0024416754,0.0009366178,0.0008963012,0.00071863725,0.0010284637,0.00039221917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002940364,0.0003243327,0.008800598,0.00012918473,0.00008075937,0.00015729015,0.00015074115,0.9624663,0.0004813921,0.0018011294,0.003128096,0.022186091],"study_design_scores_gemma":[0.000037411188,0.000039866827,0.003020357,0.0000143314055,0.00002458845,0.0000059751933,0.00013508735,0.9956825,0.00017820598,0.0002442314,0.00059422903,0.000023186021],"about_ca_topic_score_codex":0.9873811,"about_ca_topic_score_gemma":0.98393816,"teacher_disagreement_score":0.03123754,"about_ca_system_score_codex":0.03123754,"about_ca_system_score_gemma":0.021308368,"threshold_uncertainty_score":0.22664529},"labels":[],"label_agreement":null},{"id":"W4399138431","doi":"10.5539/jsd.v17n3p112","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 3","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Geography; Regional science; Political science; Law","score_opus":0.01332265475663213,"score_gpt":0.2599751901470948,"score_spread":0.24665253539046267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399138431","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013536807,0.0020449767,0.0008646384,0.160181,0.8323951,0.000421658,0.0004538115,0.0003571983,0.0031462242],"genre_scores_gemma":[0.004784903,0.006974975,0.0026116264,0.2217012,0.695983,0.0021634775,0.0011365196,0.0009453409,0.06369898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9710097,0.0048672515,0.0052075163,0.0019192181,0.015608066,0.0013882989],"domain_scores_gemma":[0.33556685,0.025249887,0.010588287,0.004299626,0.61542815,0.008867189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024423953,0.0023587437,0.004256395,0.0060415375,0.0043096044,0.008153696,0.004057173,0.015740115,0.07278158],"category_scores_gemma":[0.31243291,0.0012205656,0.0035913836,0.00253333,0.0025151141,0.005037103,0.0031238757,0.010786802,0.042062964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002446148,0.000003711491,0.000068822264,0.00023116448,0.000005654698,0.000062692554,0.000029175077,0.000007147253,0.000042235668,0.00009023441,0.996494,0.0029407463],"study_design_scores_gemma":[0.00011140905,0.00003998226,0.000791864,0.0019233986,0.000052805284,0.00091092987,0.0003300601,0.00020091418,0.0002637989,0.0010087884,0.9942608,0.000105304476],"about_ca_topic_score_codex":0.0038227837,"about_ca_topic_score_gemma":0.0066020917,"teacher_disagreement_score":0.07278158,"about_ca_system_score_codex":0.0045780716,"about_ca_system_score_gemma":0.009911653,"threshold_uncertainty_score":0.24347866},"labels":[],"label_agreement":null},{"id":"W4399210908","doi":"10.1007/978-981-97-1972-3_7","title":"A Framework for Sustainability Analysis of Construction Projects to Achieve Net-Zero Emission Goal by 2050","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Zero emission; Net (polyhedron); Zero (linguistics); Safety net; Engineering; Mathematics; Political science; Ecology; Waste management","score_opus":0.007297615268303226,"score_gpt":0.24612540639011396,"score_spread":0.23882779112181074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399210908","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003201352,0.001910591,0.9092271,0.004127367,0.00026831275,0.00016855463,0.0003392506,0.00013453326,0.08062302],"genre_scores_gemma":[0.29038563,0.0051837536,0.6582622,0.00080152514,0.00056998647,0.0018134797,0.0007479498,0.00029960723,0.041935783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99721414,0.0015214016,0.00012038474,0.00026330655,0.00057412084,0.00030661505],"domain_scores_gemma":[0.99879575,0.0006248866,0.00010040492,0.00010421211,0.0002774022,0.00009730437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004343778,0.0019668122,0.001090366,0.0026621555,0.0015055018,0.0053861565,0.0035721415,0.0027423915,0.011431992],"category_scores_gemma":[0.00405747,0.00095517887,0.0028244052,0.003254653,0.0036116713,0.0049045817,0.003016231,0.0039960723,0.001677812],"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":[0.0000025592544,0.00002553064,0.00008422745,0.000033602566,0.000014410127,0.000039739665,0.00005387643,0.028368529,0.000111251094,0.964228,0.0020197988,0.005018444],"study_design_scores_gemma":[0.0000040701316,0.000018580484,0.00015660078,0.00007964832,0.000012680496,0.00003180397,0.00014577503,0.047087632,0.00010503888,0.93533987,0.017003898,0.0000143600755],"about_ca_topic_score_codex":0.011850267,"about_ca_topic_score_gemma":0.012058754,"teacher_disagreement_score":0.011850267,"about_ca_system_score_codex":0.0055363593,"about_ca_system_score_gemma":0.006177391,"threshold_uncertainty_score":0.0401693},"labels":[],"label_agreement":null},{"id":"W4399495319","doi":"10.54113/j.sust.2024.000034","title":"Comparison of using two LCA software programs to assess the environmental impacts of two institutional buildings","year":2024,"lang":"en","type":"article","venue":"Sustainable Structures","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Software; Environmental impact assessment; Variety (cybernetics); Life-cycle assessment; Environmental economics; Environmental resource management; Computer science; Engineering; Architectural engineering; Environmental science; Production (economics); Economics; Ecology","score_opus":0.024013529166577195,"score_gpt":0.32582377673411966,"score_spread":0.3018102475675425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399495319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95729613,0.00014719689,0.030704705,0.000065415465,0.000026052132,0.00020203779,0.001176185,0.0013992334,0.008983124],"genre_scores_gemma":[0.9657001,0.00010616713,0.0318869,0.000021042162,0.0000050562826,0.00023115841,0.0012352308,0.00013634158,0.00067800353],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99748224,0.00093927863,0.00019032169,0.00025441346,0.0009932,0.00014046361],"domain_scores_gemma":[0.9896854,0.0065287156,0.00061719096,0.00083312,0.0021823905,0.00015327199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045337016,0.0010620281,0.0006834356,0.005201743,0.00035820843,0.00147829,0.0008351778,0.00061204133,0.0017698035],"category_scores_gemma":[0.013270179,0.00041733743,0.0011685877,0.00439203,0.0004212692,0.0012684774,0.0010858921,0.00052253524,0.00034156602],"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":[0.0039928155,0.0013062991,0.28088522,0.0008933938,0.00097451947,0.0003360917,0.0014389551,0.35247838,0.02454049,0.0064308443,0.0025487768,0.3241742],"study_design_scores_gemma":[0.00017177168,0.002025875,0.17707506,0.00011807802,0.00042188165,0.0001976228,0.0019556654,0.7590573,0.050476868,0.0029808225,0.005317685,0.00020137896],"about_ca_topic_score_codex":0.008467955,"about_ca_topic_score_gemma":0.010880947,"teacher_disagreement_score":0.008467955,"about_ca_system_score_codex":0.0011325566,"about_ca_system_score_gemma":0.000776144,"threshold_uncertainty_score":0.023976803},"labels":[],"label_agreement":null},{"id":"W4399686384","doi":"10.14207/ejsd.2024.v13n2p141","title":"Mind the Gap: An Evaluation of Indicator Discrepancies between Sustainability Standards and Certifications in the Built Asset Industry","year":2024,"lang":"en","type":"article","venue":"European Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tornado Spectral Systems (Canada); École de Technologie Supérieure","funders":"","keywords":"Certification; Sustainability; Standardization; Asset (computer security); Sustainability reporting; Business; Transparency (behavior); Environmental economics; Environmental resource management; Accounting; Economics; Computer science; Management","score_opus":0.046932755240933835,"score_gpt":0.3197336073206458,"score_spread":0.272800852079712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399686384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97175705,0.0014153367,0.012306466,0.001177416,0.00012134617,0.00056981115,0.00035667396,0.00004399921,0.0122519545],"genre_scores_gemma":[0.9887673,0.00061532104,0.009088202,0.00022442456,0.000023878105,0.00039152862,0.00038094659,0.000035279594,0.00047316295],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.91627234,0.04268285,0.012296071,0.0032963518,0.023736892,0.0017155455],"domain_scores_gemma":[0.65133625,0.25140995,0.033753764,0.009768869,0.05214646,0.0015847336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12518777,0.0003747504,0.0006995015,0.012532039,0.0023715396,0.004649473,0.0016368508,0.0013097103,0.0013093924],"category_scores_gemma":[0.25543222,0.0003890045,0.0007945952,0.013260759,0.0061778123,0.007936589,0.0107118385,0.0016135304,0.00017416212],"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":[0.00083403266,0.00024628497,0.37818795,0.003475287,0.00026229615,0.0005405643,0.4035576,0.0014145817,0.0029358708,0.030487798,0.0026543576,0.17540339],"study_design_scores_gemma":[0.000065459164,0.001051674,0.32162076,0.004129212,0.00045133973,0.00058475306,0.61082727,0.0053060167,0.0056995987,0.014729463,0.03535274,0.0001816655],"about_ca_topic_score_codex":0.0034562324,"about_ca_topic_score_gemma":0.0047143423,"teacher_disagreement_score":0.12518777,"about_ca_system_score_codex":0.0063241557,"about_ca_system_score_gemma":0.0075361705,"threshold_uncertainty_score":0.6620641},"labels":[],"label_agreement":null},{"id":"W4399694040","doi":"10.54097/7rz6af84","title":"Research on the Benefits and Barrier of Green Building","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Green building; Sustainable development; Social benefits; Architectural engineering; Environmental pollution; Field (mathematics); Risk analysis (engineering); Computer science; Environmental economics; Environmental planning; Construction engineering; Engineering; Business; Environmental science; Environmental protection; Quality (philosophy); Political science; Economics","score_opus":0.020007015460436137,"score_gpt":0.2812046531653457,"score_spread":0.26119763770490956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399694040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24555226,0.1096086,0.024412122,0.032308213,0.00094115786,0.000059733928,0.00017786055,0.00008623567,0.5868538],"genre_scores_gemma":[0.92338884,0.052061822,0.004208113,0.0010982554,0.00020471391,0.00003313776,0.00006856325,0.00003868887,0.018897844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988657,0.00022900965,0.00002424266,0.00010684363,0.0005611093,0.00021312888],"domain_scores_gemma":[0.99781126,0.00110146,0.00022762253,0.0001325542,0.00057545595,0.00015161397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011532228,0.0002776204,0.0002480354,0.0010173542,0.0012454073,0.0033650035,0.0007542019,0.0008769814,0.0076770117],"category_scores_gemma":[0.0022165617,0.00015577457,0.00035090075,0.0016979018,0.0019080642,0.004285617,0.0018093875,0.0012667659,0.0007735493],"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":[0.000052502448,0.00010052346,0.0062753754,0.0010432069,0.000033581382,0.0002801267,0.0023993535,0.003022581,0.0026773901,0.82048243,0.0052852053,0.15834774],"study_design_scores_gemma":[0.000008701088,0.00017591899,0.01644836,0.0020878727,0.0000921772,0.0006346061,0.015214886,0.0048979856,0.009762504,0.2900742,0.6605431,0.000059736634],"about_ca_topic_score_codex":0.0038362152,"about_ca_topic_score_gemma":0.0062719765,"teacher_disagreement_score":0.0076770117,"about_ca_system_score_codex":0.0021613447,"about_ca_system_score_gemma":0.0019248275,"threshold_uncertainty_score":0.02568221},"labels":[],"label_agreement":null},{"id":"W4400235021","doi":"10.11159/iccste24.246","title":"Energy Feasibility with Bim of a Multifamily Building in Juliaca-Peru","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Architectural engineering; Computer science; Environmental science; Engineering; Physics","score_opus":0.012951010816904505,"score_gpt":0.2324970600222902,"score_spread":0.2195460492053857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400235021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94909954,0.00023981901,0.020045675,0.00034725797,0.000006344153,0.00009565989,0.0004718175,0.00015425426,0.029539535],"genre_scores_gemma":[0.9897397,0.00014484215,0.008022425,0.000012921611,0.0000017333153,0.00006749823,0.00032014877,0.000018867579,0.00167187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995147,0.00019891525,0.0000134263755,0.00006722028,0.00013655517,0.00006910077],"domain_scores_gemma":[0.9997358,0.000101085956,0.000036742775,0.000040671664,0.000067046785,0.000018639004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052884145,0.00032680042,0.00017968228,0.0012336558,0.0008293632,0.0013523541,0.0006512214,0.00056680816,0.0029573094],"category_scores_gemma":[0.0014452855,0.00026375934,0.00037576462,0.0016851248,0.00065888395,0.0011375779,0.0019505334,0.00027180297,0.0003241678],"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":[0.0006555048,0.0005611783,0.27625665,0.0009527112,0.00022738303,0.006959895,0.013374017,0.30275428,0.03666222,0.065483995,0.004286436,0.2918257],"study_design_scores_gemma":[0.00009269037,0.00062101765,0.35215724,0.00034123397,0.00025275588,0.0022144744,0.037627973,0.47771204,0.015996419,0.02187103,0.090902746,0.00021032721],"about_ca_topic_score_codex":0.01747974,"about_ca_topic_score_gemma":0.037949026,"teacher_disagreement_score":0.01747974,"about_ca_system_score_codex":0.0011679266,"about_ca_system_score_gemma":0.001193085,"threshold_uncertainty_score":0.034756005},"labels":[],"label_agreement":null},{"id":"W4400317513","doi":"10.1088/1755-1315/1363/1/012069","title":"Evaluating environmental impacts of concrete in Lima: Bridging the gap between quantitative LCA results and local contexts","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Bridging (networking); Environmental science; Computer science","score_opus":0.02876596210476999,"score_gpt":0.27874953152148535,"score_spread":0.24998356941671535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400317513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98226595,0.00027873056,0.006369324,0.00011573124,0.000003570969,0.0001219757,0.0006187807,0.00005281309,0.010173176],"genre_scores_gemma":[0.9970919,0.00011794662,0.0022740974,0.000011524883,0.0000026188045,0.0000654758,0.00019704965,0.000007212501,0.00023213407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857473,0.00085654424,0.00006420175,0.00013156995,0.00028290311,0.00009000727],"domain_scores_gemma":[0.99723333,0.0017974206,0.0002839133,0.00018134702,0.00044488214,0.00005920346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020570045,0.00049962936,0.00032064077,0.0030955372,0.00044485444,0.0015924969,0.000508837,0.0004086062,0.0015629653],"category_scores_gemma":[0.0034310468,0.00018840417,0.00047801968,0.0031614434,0.000910452,0.000957392,0.0015201726,0.00032273974,0.00016272615],"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":[0.00057003467,0.0009718511,0.6836726,0.0021853277,0.0008592205,0.002867136,0.0056822454,0.13169357,0.039233718,0.012956254,0.0008550745,0.11845297],"study_design_scores_gemma":[0.00003514887,0.000829843,0.79249346,0.00040614003,0.00028498855,0.00041279593,0.023262134,0.14294197,0.022743106,0.00816972,0.0082656015,0.00015512833],"about_ca_topic_score_codex":0.013632193,"about_ca_topic_score_gemma":0.023662934,"teacher_disagreement_score":0.013632193,"about_ca_system_score_codex":0.0017238058,"about_ca_system_score_gemma":0.0008509561,"threshold_uncertainty_score":0.027105689},"labels":[],"label_agreement":null},{"id":"W4400683457","doi":"10.1108/techs-02-2024-0013","title":"Assessing homeowners’ awareness of green technologies in residential housing development: evidence from Ghana","year":2024,"lang":"en","type":"article","venue":"Technological Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Saint Mary's University","funders":"","keywords":"Business; Environmental planning; Geography","score_opus":0.03231697341640493,"score_gpt":0.3049667439875514,"score_spread":0.2726497705711465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400683457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779224,0.0010132533,0.00006233961,0.00018370186,0.0000029442724,0.000014883506,0.000034984463,5.845267e-7,0.0008950704],"genre_scores_gemma":[0.99820316,0.0014951071,0.000110912864,0.0000637669,0.0000029480482,0.000010894997,0.00002050508,5.6811535e-7,0.000092058006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999089,0.00048178222,0.00008727889,0.00007238966,0.00017466543,0.00009475218],"domain_scores_gemma":[0.989379,0.006594164,0.0027680746,0.00020654709,0.00074504496,0.00030711893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025715225,0.00017466338,0.00028987578,0.00079801294,0.00053718704,0.0007288963,0.00030266913,0.00030948373,0.002145452],"category_scores_gemma":[0.007453916,0.00026095335,0.00017631827,0.0014229639,0.0012676265,0.0011988521,0.0006716567,0.00048414638,0.00013558193],"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":[0.00022290787,0.0004200497,0.84953004,0.0019186737,0.000068117406,0.0013026486,0.09044633,0.00009452458,0.0006924281,0.0005066753,0.00052285905,0.05427473],"study_design_scores_gemma":[0.000021810363,0.0004968508,0.8550064,0.0018134987,0.00010518641,0.00068148354,0.1376233,0.0001347512,0.0004101561,0.00022174066,0.0034697633,0.0000151223585],"about_ca_topic_score_codex":0.022987194,"about_ca_topic_score_gemma":0.037784543,"teacher_disagreement_score":0.022987194,"about_ca_system_score_codex":0.0009130238,"about_ca_system_score_gemma":0.0011061723,"threshold_uncertainty_score":0.04570675},"labels":[],"label_agreement":null},{"id":"W4400875263","doi":"10.3390/en17143594","title":"Correction: Meena et al. Innovation in Green Building Sector for Sustainable Future. Energies 2022, 15, 6631","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Engineering","score_opus":0.008973676568957143,"score_gpt":0.25486982904027156,"score_spread":0.2458961524713144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400875263","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010303568,0.0009214931,0.00075031794,0.08729362,0.9014247,0.000033168322,0.00482208,0.0007591335,0.0038924776],"genre_scores_gemma":[0.019974789,0.012075798,0.0059933397,0.23077966,0.3327163,0.00056227786,0.01581291,0.0055348296,0.3765501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99150497,0.0008709052,0.0011173231,0.0013357808,0.0042766943,0.000894333],"domain_scores_gemma":[0.9336347,0.010127358,0.002512514,0.0032294022,0.048498668,0.0019973011],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005654112,0.0031309966,0.002130277,0.004727465,0.004695042,0.007462264,0.0048345923,0.010373139,0.10220219],"category_scores_gemma":[0.10633763,0.0013039974,0.0028630022,0.0044756676,0.0031314536,0.0037972252,0.003955695,0.015281859,0.07382042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011125454,0.0000014554532,0.000025909329,0.00005633497,0.000004026634,0.000032147902,0.000020440255,0.000013551349,0.000012252505,0.00039947286,0.99791366,0.0015095581],"study_design_scores_gemma":[0.0000398387,0.000009243673,0.00060888624,0.00041866204,0.000027075395,0.00016774573,0.00012332763,0.00012969087,0.00023094798,0.001136129,0.9970734,0.000035001292],"about_ca_topic_score_codex":0.06314648,"about_ca_topic_score_gemma":0.046329763,"teacher_disagreement_score":0.9943459,"about_ca_system_score_codex":0.0061284797,"about_ca_system_score_gemma":0.011503425,"threshold_uncertainty_score":0.3419004},"labels":[],"label_agreement":null},{"id":"W4401020303","doi":"10.34925/eip.2024.162.1.059","title":"THE ROLE OF ECONOMIC SUPPORT MEASURES IN THE DEVELOPMENT OF GREEN CONSTRUCTION: INTERNATIONAL EXPERIENCE","year":2024,"lang":"ru","type":"article","venue":"Экономика и предпринимательство","topic":"Sustainable Building Design and Assessment","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":"Business; Environmental planning; Geography","score_opus":0.01292540816418865,"score_gpt":0.26106898236910736,"score_spread":0.2481435742049187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401020303","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79026824,0.0031981952,0.0024417802,0.0020006448,0.000077522905,0.000063493884,0.00006985501,0.000021642445,0.20185854],"genre_scores_gemma":[0.994167,0.0008873355,0.00053644524,0.000031970772,0.000009079325,0.000010152218,0.000018053257,0.00000793436,0.004331863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983432,0.00080485136,0.000058478814,0.00010582361,0.0003460243,0.00034164387],"domain_scores_gemma":[0.99778616,0.0010345248,0.00025602215,0.00021554272,0.00031478985,0.00039293306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033502486,0.00029399386,0.00023587367,0.0012690852,0.0018064153,0.002819183,0.0005596416,0.0006655139,0.004613118],"category_scores_gemma":[0.003649831,0.00010702454,0.0002484612,0.00204917,0.0030032247,0.0017434309,0.0029972286,0.0009551752,0.0004433539],"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":[0.0005051181,0.0008797076,0.08814613,0.0008238151,0.00007990856,0.0017175499,0.09417309,0.0051498003,0.0024196838,0.29943246,0.0063389675,0.5003337],"study_design_scores_gemma":[0.00006951079,0.000966723,0.2947203,0.0013147155,0.000097146454,0.0006063237,0.18827713,0.005371283,0.005156084,0.036659785,0.46662846,0.00013244843],"about_ca_topic_score_codex":0.004129577,"about_ca_topic_score_gemma":0.0062858406,"teacher_disagreement_score":0.004613118,"about_ca_system_score_codex":0.0024954039,"about_ca_system_score_gemma":0.002552313,"threshold_uncertainty_score":0.018105567},"labels":[],"label_agreement":null},{"id":"W4401101866","doi":"10.5539/jsd.v17n4p109","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 4","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Library science; Regional science; Environmental ethics; Sociology; Philosophy; Computer science; Law","score_opus":0.013419777024752654,"score_gpt":0.260341685118373,"score_spread":0.24692190809362036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401101866","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001357575,0.0019581416,0.0007833996,0.1618567,0.8311419,0.000396103,0.00044508264,0.00032284323,0.0029600728],"genre_scores_gemma":[0.004585557,0.0067929444,0.0025570707,0.21340773,0.7008871,0.0021930893,0.00116384,0.00086619705,0.067546465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9715318,0.004927828,0.0051754476,0.0018523837,0.015139955,0.0013725018],"domain_scores_gemma":[0.3414739,0.026006412,0.010540922,0.0042596203,0.60891247,0.008806582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024097981,0.0023974665,0.004245887,0.0063069165,0.0043049846,0.0079135,0.0041731447,0.015618703,0.07519875],"category_scores_gemma":[0.31921676,0.0012654244,0.0035141092,0.002475046,0.002525828,0.005294032,0.003259472,0.010606516,0.041728094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025417627,0.0000037988536,0.00007114213,0.00024175903,0.00000590727,0.00006240199,0.000028442186,0.0000073440924,0.00004222539,0.000089487374,0.996509,0.0029130464],"study_design_scores_gemma":[0.00011569257,0.000041825217,0.00078578375,0.0018741956,0.000054662803,0.0008485955,0.00033658475,0.00019322491,0.00025744937,0.0009844771,0.99440163,0.00010588115],"about_ca_topic_score_codex":0.0037836507,"about_ca_topic_score_gemma":0.006527439,"teacher_disagreement_score":0.07519875,"about_ca_system_score_codex":0.0046269237,"about_ca_system_score_gemma":0.009798055,"threshold_uncertainty_score":0.25156486},"labels":[],"label_agreement":null},{"id":"W4401103111","doi":"10.62051/ijgem.v3n3.23","title":"A Practical Study of LEED Certification for the Shanghai Tower Building Project","year":2024,"lang":"en","type":"article","venue":"International Journal of Global Economics and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Tower; Certification; Architectural engineering; Green building; Engineering; Construction engineering; Civil engineering; Management; Economics","score_opus":0.0302096906154202,"score_gpt":0.333924221347691,"score_spread":0.30371453073227084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401103111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857647,0.00006426413,0.0025083676,0.00039540138,0.0000140902575,0.00017223333,0.00005903933,0.000036535916,0.01098541],"genre_scores_gemma":[0.99061346,0.00010613529,0.0039233416,0.000040031035,0.0000061942387,0.00003795061,0.00006681132,0.000014565495,0.005191648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980045,0.0012201564,0.000037927755,0.00013070054,0.00029325817,0.00031347122],"domain_scores_gemma":[0.9976675,0.00080830517,0.00016817126,0.00027132343,0.0005353945,0.00054928823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040490907,0.00040071094,0.00019000543,0.0007615163,0.0031169637,0.0011661779,0.00069908256,0.0008866294,0.0038136821],"category_scores_gemma":[0.0035010572,0.00020246604,0.00024519736,0.0007744188,0.0016652397,0.00084533927,0.0012816875,0.00078622426,0.00036461718],"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":[0.0020696162,0.007965103,0.2806798,0.0012304394,0.00007414239,0.034667682,0.15610634,0.047623854,0.060927916,0.037918415,0.016339561,0.35439718],"study_design_scores_gemma":[0.00031721295,0.017321689,0.40004125,0.0003864509,0.00008154615,0.00372603,0.35168904,0.042781573,0.031192074,0.0049844366,0.14714321,0.0003354622],"about_ca_topic_score_codex":0.025722418,"about_ca_topic_score_gemma":0.077762745,"teacher_disagreement_score":0.025722418,"about_ca_system_score_codex":0.0041327314,"about_ca_system_score_gemma":0.0042896844,"threshold_uncertainty_score":0.051145375},"labels":[],"label_agreement":null},{"id":"W4401342929","doi":"10.21203/rs.3.rs-4694151/v1","title":"Enhancing Urban Climate Resistance Through the Application of Selected Strategies and Technologies","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Resilience (materials science); Context (archaeology); Computer science; Risk analysis (engineering); Set (abstract data type); Climate change; Climate resilience; Environmental resource management; Urban resilience; Extreme weather; Environmental economics; Urban planning; Business; Environmental science; Geography; Engineering; Civil engineering; Economics","score_opus":0.023049778536503876,"score_gpt":0.34417669464212697,"score_spread":0.3211269161056231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401342929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4813624,0.0012750064,0.43807483,0.0004284942,0.00006739351,0.0003043656,0.000120401826,0.00057561084,0.07779156],"genre_scores_gemma":[0.95086896,0.0006111461,0.043132037,0.00003372098,0.0000071902464,0.0000693593,0.000027617023,0.000045914927,0.0052040843],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996474,0.0001262533,0.000015436404,0.000058026493,0.000097017735,0.00005588453],"domain_scores_gemma":[0.9997509,0.000104030616,0.000039895272,0.000040091083,0.000047654856,0.00001733179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047577402,0.000611135,0.000261908,0.0007638329,0.00030987195,0.0014275502,0.00040502477,0.0006011271,0.003761438],"category_scores_gemma":[0.0009990047,0.00014061574,0.00039203992,0.0006456779,0.00042137541,0.0010072307,0.0007832786,0.00024403214,0.0005790761],"study_design_candidate":"theoretical_or_conceptual","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":[0.0004869783,0.0011389687,0.006482396,0.0010107799,0.00015446272,0.00038100063,0.0008884241,0.24687059,0.24546395,0.07339492,0.0012214434,0.42250606],"study_design_scores_gemma":[0.00011345303,0.0029022172,0.0085323285,0.00016180798,0.00035811713,0.00058760506,0.0025593713,0.39396474,0.5108022,0.045625377,0.034298047,0.000094837145],"about_ca_topic_score_codex":0.0004290571,"about_ca_topic_score_gemma":0.000858395,"teacher_disagreement_score":0.003761438,"about_ca_system_score_codex":0.00030863011,"about_ca_system_score_gemma":0.00038758825,"threshold_uncertainty_score":0.012583256},"labels":[],"label_agreement":null},{"id":"W4401569389","doi":"10.29183/2596-237x.ensus2024.v12.n1.p360-368","title":"USAT: application for managing sustainability in neighborhoods using the ESA-B model","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Sustainability; Scale (ratio); Computer science; Architectural engineering; Selection (genetic algorithm); Environmental resource management; Process management; Business; Environmental planning; Environmental economics; Engineering; Geography; Environmental science; Ecology; Economics","score_opus":0.015337700049605864,"score_gpt":0.29543594667655454,"score_spread":0.28009824662694865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401569389","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040082313,0.0003378338,0.87638426,0.0008469151,0.00029817055,0.0004018822,0.0061786617,0.016255448,0.05921463],"genre_scores_gemma":[0.33626598,0.00072567735,0.63336045,0.00020445666,0.000079191406,0.0014040588,0.005882013,0.0016551281,0.020423034],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976367,0.00007719416,0.000020676904,0.00004331431,0.00007313449,0.0000219871],"domain_scores_gemma":[0.9996389,0.00013681919,0.000025665035,0.000042583742,0.00012128827,0.000034713834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007714171,0.00063864246,0.00055295625,0.0009151589,0.0007061771,0.0020628446,0.0015470203,0.0010091494,0.020498948],"category_scores_gemma":[0.0021007883,0.0003078446,0.0011841333,0.0009666161,0.00027190254,0.0014865827,0.0016023315,0.0006502077,0.0030999752],"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":[0.00024784496,0.00030914653,0.0104117645,0.0005815695,0.00017226826,0.00046324954,0.00044637686,0.6940092,0.0027180093,0.09563621,0.03444074,0.16056365],"study_design_scores_gemma":[0.00003946537,0.000037926955,0.0006423119,0.00006799354,0.000032889468,0.00007380461,0.00013439401,0.9350559,0.000712433,0.017743517,0.045433495,0.000025828786],"about_ca_topic_score_codex":0.015350992,"about_ca_topic_score_gemma":0.015336807,"teacher_disagreement_score":0.020498948,"about_ca_system_score_codex":0.0009420939,"about_ca_system_score_gemma":0.001224705,"threshold_uncertainty_score":0.06857586},"labels":[],"label_agreement":null},{"id":"W4401701492","doi":"10.1007/s44327-024-00014-6","title":"Promoting global alliances for sustainable architectural education, training, and practice in Nigeria","year":2024,"lang":"en","type":"article","venue":"Discover Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"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":"Chinese Academy of Agricultural Sciences","keywords":"Training (meteorology); Business; Sustainable development; Economic growth; Political science; Geography; Economics","score_opus":0.012301398923576082,"score_gpt":0.29391845755376134,"score_spread":0.28161705863018527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401701492","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75400186,0.008692136,0.00622925,0.014800105,0.0004895189,0.00025611205,0.000024468301,0.00005211339,0.21545446],"genre_scores_gemma":[0.98750985,0.0028380658,0.003526725,0.00036283216,0.00001576976,0.00004492875,0.0000105923455,0.000008086438,0.0056831483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998376,0.00095747644,0.000077365265,0.00008110463,0.00019773649,0.00031036988],"domain_scores_gemma":[0.99750704,0.0009508365,0.00040847628,0.00015459076,0.00031063755,0.00066853594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004513731,0.00021747642,0.00013755728,0.0008557099,0.0038768714,0.0041674096,0.0002578321,0.0009861036,0.003659144],"category_scores_gemma":[0.0030358934,0.0002571096,0.00013464078,0.00092860206,0.0021380628,0.0040569725,0.0053688823,0.0011638835,0.00032531391],"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":[0.00010125871,0.0007419937,0.05462566,0.0019623241,0.000021582262,0.004314681,0.34043077,0.0011774742,0.0045986734,0.20069595,0.014956943,0.3763727],"study_design_scores_gemma":[0.000017417573,0.00016809022,0.027447142,0.0020622448,0.000023197808,0.0009954018,0.61537623,0.00056033436,0.0012251978,0.013432004,0.33866185,0.000030965963],"about_ca_topic_score_codex":0.0014422827,"about_ca_topic_score_gemma":0.009293074,"teacher_disagreement_score":0.004513731,"about_ca_system_score_codex":0.0017368218,"about_ca_system_score_gemma":0.006424051,"threshold_uncertainty_score":0.023871124},"labels":[],"label_agreement":null},{"id":"W4401919899","doi":"10.1016/j.rineng.2024.102768","title":"The effect of environmental control course on architectural design projects (Case study environmental control course - Canadian International Collage – Egypt)","year":2024,"lang":"en","type":"article","venue":"Results in Engineering","topic":"Sustainable Building Design and Assessment","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":"Plan (archaeology); Control (management); Course (navigation); Engineering management; Architecture; Sustainable design; Engineering; Computer science; Sustainability","score_opus":0.00416149868396552,"score_gpt":0.2161440416913697,"score_spread":0.21198254300740418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401919899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921347,0.00007524898,0.000094808194,0.00018927932,0.000015614236,0.00012907482,0.00009701338,0.000014694105,0.007249583],"genre_scores_gemma":[0.9929737,0.000106991116,0.00033214054,0.000054724464,0.0000067826427,0.00010744347,0.00015398128,0.0000052681303,0.006259011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960259,0.00100127,0.00013359844,0.00041683135,0.0010060961,0.0014163774],"domain_scores_gemma":[0.990216,0.0032143143,0.0007390487,0.00036124256,0.0019522229,0.0035171632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031489686,0.0004990182,0.00046874746,0.0009780886,0.002893868,0.0022843948,0.0014100806,0.0013283867,0.009287096],"category_scores_gemma":[0.009138168,0.0002419261,0.00050790515,0.0011179833,0.0013033102,0.00060975313,0.0014792166,0.00127967,0.0007023842],"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":[0.009047321,0.049743935,0.48638442,0.0012299375,0.00037626197,0.0032592325,0.052995138,0.0120246,0.0138853025,0.004257283,0.020019304,0.3467773],"study_design_scores_gemma":[0.00034125207,0.0043765325,0.9240422,0.00018926257,0.00015047508,0.00010379618,0.041889925,0.0022203503,0.0045509585,0.0003728008,0.021669319,0.000093002374],"about_ca_topic_score_codex":0.32937136,"about_ca_topic_score_gemma":0.5355778,"teacher_disagreement_score":0.32937136,"about_ca_system_score_codex":0.012941653,"about_ca_system_score_gemma":0.012066915,"threshold_uncertainty_score":0.6549084},"labels":[],"label_agreement":null},{"id":"W4402058449","doi":"10.1061/9780784485590.025","title":"Integrated Infrastructure Transformation: Leveraging Multi-Departmental Goals for Efficient Urban Improvements","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Transformation (genetics); Computer science; Model transformation; Process management; Engineering management; Risk analysis (engineering); Business; Engineering","score_opus":0.010805858978204654,"score_gpt":0.24970382786279402,"score_spread":0.23889796888458936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402058449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23799463,0.0004105964,0.46856564,0.009985856,0.00023138842,0.0018635557,0.0002775046,0.0039052977,0.27676553],"genre_scores_gemma":[0.8264126,0.00018643394,0.16219656,0.00051880087,0.000025588639,0.00043586333,0.00025168573,0.0003210912,0.009651284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99380517,0.002003275,0.00019743506,0.00059241673,0.0019334047,0.0014682002],"domain_scores_gemma":[0.99675566,0.00027770342,0.00031055664,0.0005505302,0.0010494831,0.001056007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048514307,0.00065015967,0.00032390244,0.0013672223,0.0020735038,0.0062265955,0.0016758634,0.0010743748,0.004491249],"category_scores_gemma":[0.004572488,0.0004665638,0.0005723924,0.0012449732,0.0014703927,0.0036479258,0.011676902,0.0022859133,0.0010217684],"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":[0.0002044408,0.003036928,0.029087909,0.00051089324,0.00017920618,0.00083052466,0.010076042,0.12088556,0.018267559,0.25563258,0.044575606,0.5167127],"study_design_scores_gemma":[0.00022969836,0.001867805,0.047026582,0.00049385184,0.00023186381,0.00069348613,0.036993157,0.20889455,0.02495796,0.19831032,0.48007286,0.00022782978],"about_ca_topic_score_codex":0.009978566,"about_ca_topic_score_gemma":0.037305262,"teacher_disagreement_score":0.009978566,"about_ca_system_score_codex":0.0058405395,"about_ca_system_score_gemma":0.015353342,"threshold_uncertainty_score":0.04237628},"labels":[],"label_agreement":null},{"id":"W4402282439","doi":"10.3390/su16177707","title":"Literature Review on Collaborative Project Delivery for Sustainable Construction: Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Integrated project delivery; Engineering; Engineering management; Computer science; Construction engineering; Process management; Systems engineering; Project management","score_opus":0.009714713367352251,"score_gpt":0.29597607301587947,"score_spread":0.2862613596485272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402282439","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018394649,0.94246376,0.0036118159,0.008736479,0.0010070244,0.0004557756,0.0026588477,0.00012028522,0.022551274],"genre_scores_gemma":[0.08311594,0.90601844,0.005371161,0.0011528896,0.00075875496,0.00048803893,0.0019985659,0.00003798103,0.0010582098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97753066,0.006423632,0.0044379015,0.0013220962,0.009664027,0.00062164426],"domain_scores_gemma":[0.8564983,0.10444483,0.012412751,0.0023332536,0.022951532,0.0013592924],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.016899401,0.0011812048,0.002617878,0.13150467,0.0025354275,0.008205827,0.0019061022,0.001824156,0.0069930553],"category_scores_gemma":[0.09272463,0.0006747346,0.001984755,0.16223657,0.0018809269,0.007679511,0.0030623933,0.0012200791,0.0012558438],"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":[0.000109441724,0.00012142525,0.01187476,0.23141564,0.0010807689,0.00058047427,0.0049443725,0.0011317101,0.00074663456,0.012839483,0.04054194,0.6946133],"study_design_scores_gemma":[0.00004279353,0.00021788734,0.07163854,0.3606043,0.005007971,0.0019250802,0.021570174,0.0019251765,0.001715837,0.010622982,0.52451396,0.00021530634],"about_ca_topic_score_codex":0.007055643,"about_ca_topic_score_gemma":0.012089122,"teacher_disagreement_score":0.86849535,"about_ca_system_score_codex":0.005401436,"about_ca_system_score_gemma":0.01904494,"threshold_uncertainty_score":0.08937365},"labels":[],"label_agreement":null},{"id":"W4402477187","doi":"10.11159/icceia24.166","title":"Life Cycle Assessment of Conventional and Sustainable Villas in the United Arab Emirates: A Comparative Case Study","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Life-cycle assessment; Computer science; Economics; Production (economics)","score_opus":0.023666124066631284,"score_gpt":0.3031404479536911,"score_spread":0.27947432388705984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402477187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935622,0.00012964227,0.0008842538,0.00003806314,0.000002240511,0.000077136065,0.00008302542,0.000008325088,0.005215076],"genre_scores_gemma":[0.9944891,0.00028911445,0.003220711,0.000013043312,0.0000018090575,0.000034819106,0.00014078787,0.0000057133066,0.0018048658],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992908,0.00029042063,0.000029913346,0.00006306391,0.00022132332,0.00010438713],"domain_scores_gemma":[0.99911815,0.00034563002,0.00008821592,0.000055689106,0.00033634176,0.000055864213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013727433,0.00041483977,0.00021057524,0.0014521435,0.0009242641,0.0011932452,0.00068097055,0.0007348449,0.0011318868],"category_scores_gemma":[0.0013400421,0.00022203963,0.00035310886,0.0015125213,0.00058644894,0.0007602974,0.0006354928,0.00029728256,0.00013344864],"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":[0.002335983,0.0048154183,0.32412297,0.0015754914,0.00043710865,0.021670332,0.018651133,0.19659631,0.07598284,0.019745914,0.002794237,0.3312723],"study_design_scores_gemma":[0.0002287149,0.008926822,0.5584056,0.0003977216,0.00034410387,0.004912823,0.10103802,0.20033562,0.051813558,0.0049234037,0.06838722,0.00028646702],"about_ca_topic_score_codex":0.034151196,"about_ca_topic_score_gemma":0.107735306,"teacher_disagreement_score":0.034151196,"about_ca_system_score_codex":0.0035183495,"about_ca_system_score_gemma":0.0013241764,"threshold_uncertainty_score":0.06790483},"labels":[],"label_agreement":null},{"id":"W4402603243","doi":"10.1007/978-3-031-61499-6_14","title":"Analysis of LEED Certification Impact on Building Energy Consumption in Practice—A Data-Driven Approach","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","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":"École de Technologie Supérieure; Concordia University","funders":"","keywords":"Certification; Architectural engineering; Consumption (sociology); Energy consumption; Environmental economics; Computer science; Engineering; Sociology; Economics; Management; Electrical engineering","score_opus":0.025183458092748596,"score_gpt":0.2791004689197338,"score_spread":0.2539170108269852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402603243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97038615,0.00014747931,0.018005664,0.0002035989,0.000010095734,0.0000741082,0.002142743,0.0001478718,0.008882341],"genre_scores_gemma":[0.9916707,0.000056162222,0.005597763,0.0000152033645,0.000002273234,0.000040974035,0.0014670966,0.000028040313,0.0011219126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99876404,0.00039982682,0.00004608771,0.00019288136,0.00047242266,0.00012470374],"domain_scores_gemma":[0.9928924,0.0054961457,0.00024615013,0.00043816856,0.0008588043,0.00006831856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017917253,0.00031751546,0.0003528686,0.0010301425,0.00021717284,0.0013080331,0.0008428359,0.0006998823,0.0033884435],"category_scores_gemma":[0.0070114573,0.00034585787,0.0008046052,0.001751411,0.0005377047,0.0012474612,0.0006298147,0.0007071253,0.0006501113],"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":[0.0009046261,0.0012723708,0.204086,0.0005516179,0.00026198188,0.0002965497,0.00067010516,0.61977774,0.00830714,0.019295538,0.0027324185,0.1418439],"study_design_scores_gemma":[0.00002157411,0.00031891264,0.11644411,0.000045235356,0.00006385848,0.00008080341,0.00083199725,0.86734736,0.00769625,0.0047272053,0.0023922944,0.00003046284],"about_ca_topic_score_codex":0.01235161,"about_ca_topic_score_gemma":0.0135891475,"teacher_disagreement_score":0.01235161,"about_ca_system_score_codex":0.0018183291,"about_ca_system_score_gemma":0.0008281805,"threshold_uncertainty_score":0.024559438},"labels":[],"label_agreement":null},{"id":"W4402613711","doi":"10.5539/jsd.v17n5p107","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 5","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental ethics; Political science; Regional science; Business; Geography; Philosophy; Law","score_opus":0.013329295596406485,"score_gpt":0.2601080690838764,"score_spread":0.2467787734874699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402613711","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001287823,0.0020408526,0.0007975572,0.15970476,0.8331172,0.00039402707,0.0004427515,0.0003247439,0.003049318],"genre_scores_gemma":[0.0047238013,0.006651632,0.0024719008,0.21746548,0.7014211,0.0019572983,0.001165574,0.00081652234,0.063326724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96869665,0.005320461,0.0057530203,0.0020594,0.016722139,0.0014483768],"domain_scores_gemma":[0.34160963,0.025375782,0.010908233,0.004161691,0.6089575,0.008987126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025020808,0.0023153177,0.004099766,0.006230698,0.004184175,0.008274982,0.004063648,0.016042652,0.07735479],"category_scores_gemma":[0.32039845,0.0012148907,0.003558665,0.0024223307,0.0024162636,0.0051934486,0.0031813916,0.010516153,0.042533338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025170368,0.00000385812,0.00007199438,0.00024527567,0.0000060975353,0.000060656854,0.000028963872,0.0000071100967,0.00003989032,0.00009254439,0.99639565,0.003022865],"study_design_scores_gemma":[0.00011025912,0.000042470954,0.00082655397,0.0020522114,0.000054559274,0.0008328405,0.0003315513,0.00019352906,0.00024698107,0.0009007077,0.9943051,0.00010330876],"about_ca_topic_score_codex":0.0036426,"about_ca_topic_score_gemma":0.0064783697,"teacher_disagreement_score":0.07735479,"about_ca_system_score_codex":0.0046078395,"about_ca_system_score_gemma":0.009495691,"threshold_uncertainty_score":0.25877756},"labels":[],"label_agreement":null},{"id":"W4403041392","doi":"10.2139/ssrn.4972882","title":"A Conceptual Analytical Framework for Green Infrastructure (Gi) Towards Resilience Building in Urban Contexts: A Stakeholders’ Collaboration Perspective","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Perspective (graphical); Resilience (materials science); Green infrastructure; Sociology; Conceptual framework; Urban resilience; Knowledge management; Business; Environmental resource management; Environmental planning; Computer science; Geography; Urban planning; Engineering; Social science; Environmental science; Civil engineering","score_opus":0.017180255031341334,"score_gpt":0.2998727827153519,"score_spread":0.28269252768401054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403041392","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031528924,0.0010648397,0.64139897,0.03111936,0.00027618403,0.00048865256,0.00029599774,0.00017158063,0.2936555],"genre_scores_gemma":[0.84932905,0.00079655804,0.13861926,0.00090756704,0.0000999352,0.00081207004,0.0001453178,0.00007234178,0.009217959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99571085,0.0025170792,0.00015996095,0.0004511596,0.0005429992,0.0006179216],"domain_scores_gemma":[0.99597543,0.0021388186,0.00038919924,0.00032706137,0.00060448574,0.0005650505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007245989,0.0012245668,0.00059989135,0.004950663,0.004866431,0.010961015,0.0036005396,0.0050791334,0.014764362],"category_scores_gemma":[0.006093142,0.0005913157,0.0011377963,0.005209462,0.020691473,0.012666535,0.008800176,0.003786941,0.001151037],"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":[0.000001483511,0.000007197189,0.00007568671,0.000023227096,0.000001968381,0.000052596162,0.001705867,0.00059307687,0.000051498646,0.9963463,0.0002358332,0.0009052467],"study_design_scores_gemma":[0.00000861782,0.000018994251,0.00021472982,0.00018885614,0.000010362668,0.00012197342,0.013606534,0.005372446,0.00016772354,0.9513263,0.028949633,0.0000137642255],"about_ca_topic_score_codex":0.0055500907,"about_ca_topic_score_gemma":0.005407831,"teacher_disagreement_score":0.014764362,"about_ca_system_score_codex":0.005939368,"about_ca_system_score_gemma":0.008772095,"threshold_uncertainty_score":0.049391747},"labels":[],"label_agreement":null},{"id":"W4403101989","doi":"10.1007/978-981-99-8465-7_5","title":"Sustainable Infrastructure Practice in Australia","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Environmental planning; Business; Geography","score_opus":0.006874253002928807,"score_gpt":0.23692858486723642,"score_spread":0.23005433186430763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403101989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1365018,0.018466404,0.0016214111,0.048883174,0.00079629675,0.00009958567,0.000059708305,0.000088286084,0.7934834],"genre_scores_gemma":[0.40900278,0.008001979,0.0017144878,0.0021147227,0.000075287506,0.00006244012,0.000028863855,0.00004368624,0.57895577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867475,0.00035319178,0.000050780833,0.00011648095,0.00050443085,0.0003003294],"domain_scores_gemma":[0.99917287,0.00012996074,0.000076480814,0.000059768226,0.00023040628,0.000330564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013844023,0.00019202745,0.00019432708,0.0007855847,0.005569785,0.0043661217,0.00061042095,0.0016124493,0.012628623],"category_scores_gemma":[0.0020439492,0.00028623885,0.00015101343,0.0018277271,0.0030750611,0.0026272007,0.0050400025,0.0021949678,0.0009791366],"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":[0.00002029164,0.00014273473,0.0037507743,0.00046299785,0.000008779199,0.0012207376,0.13602412,0.0007084792,0.0016171829,0.561853,0.078079514,0.21611138],"study_design_scores_gemma":[0.0000024667388,0.000050466733,0.0130072525,0.00034425102,0.0000038014175,0.00020926537,0.030373562,0.00039321656,0.00016517479,0.013319089,0.9421166,0.000014776048],"about_ca_topic_score_codex":0.16857061,"about_ca_topic_score_gemma":0.4325838,"teacher_disagreement_score":0.16857061,"about_ca_system_score_codex":0.0111183105,"about_ca_system_score_gemma":0.032157633,"threshold_uncertainty_score":0.33517885},"labels":[],"label_agreement":null},{"id":"W4403261658","doi":"10.1139/cjce-2024-0141","title":"Climate change in Canadian civil engineering curricula: gaps and best practices","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph; Okanagan University College; University of British Columbia, Okanagan Campus; Okanagan College; McMaster University","funders":"","keywords":"Climate change; Engineering; Best practice; Curriculum; Civil engineering; Political science; Geology; Law","score_opus":0.015488085421286223,"score_gpt":0.24229536379699365,"score_spread":0.22680727837570744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403261658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77133584,0.046217866,0.005009962,0.10371862,0.0012429141,0.00038630818,0.0022347623,0.00034708367,0.069506705],"genre_scores_gemma":[0.97682106,0.012233655,0.005142901,0.0026989814,0.00005117304,0.00008288804,0.00055739435,0.000042501895,0.0023695359],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98394877,0.0016255549,0.00074846006,0.001374448,0.009732971,0.0025697935],"domain_scores_gemma":[0.962427,0.006725836,0.0025492413,0.0011720668,0.019826015,0.0072999555],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014418123,0.00036263553,0.000521422,0.005650427,0.009759435,0.006862088,0.002630075,0.00092967105,0.0024996353],"category_scores_gemma":[0.03239364,0.0004760319,0.00051880465,0.010144666,0.0029238975,0.0021178436,0.0036923143,0.0014982068,0.0002140477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009175155,0.0002864073,0.2602694,0.0020010895,0.000083148254,0.00021974336,0.056429356,0.0013981098,0.0015218507,0.004904763,0.02227438,0.6505199],"study_design_scores_gemma":[0.000022958387,0.00011523793,0.72622985,0.004093587,0.00010236774,0.00013539035,0.096755624,0.001815608,0.0013470693,0.0018531594,0.16737552,0.00015377685],"about_ca_topic_score_codex":0.96612465,"about_ca_topic_score_gemma":0.9828415,"teacher_disagreement_score":0.9855819,"about_ca_system_score_codex":0.07194054,"about_ca_system_score_gemma":0.24187076,"threshold_uncertainty_score":0.5219676},"labels":[],"label_agreement":null},{"id":"W4403300103","doi":"10.3390/infrastructures9100182","title":"Navigating Climate Variability for the Pursuit of Transportation Infrastructure Sustainability: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Infrastructures","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Sustainability; Environmental planning; Business; Environmental resource management; Climate change; Geography; Environmental science; Oceanography; Ecology; Geology; Biology","score_opus":0.011021051234599984,"score_gpt":0.3240341998208929,"score_spread":0.31301314858629287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403300103","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006503691,0.9978725,0.00028733557,0.000414614,0.000094805815,0.00011365842,0.00019715296,0.000006791059,0.00036279255],"genre_scores_gemma":[0.0054498944,0.99349594,0.0004864551,0.00021720065,0.000047243753,0.00013060651,0.00010284029,0.000002581721,0.000067133595],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99691004,0.0010448198,0.0008977162,0.00026726793,0.0007626964,0.00011748888],"domain_scores_gemma":[0.9836857,0.0117093725,0.0023508945,0.00024355968,0.0017885445,0.00022195025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059804465,0.0009907103,0.00279122,0.013086923,0.0006697266,0.0030303535,0.0013916277,0.0014765706,0.0033553632],"category_scores_gemma":[0.023938706,0.0005921718,0.0034928354,0.01485463,0.00065640255,0.0028859605,0.0013834052,0.00096813554,0.0003293241],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067080124,0.000031237727,0.0013452519,0.81462115,0.0038247863,0.00017761238,0.00059726567,0.0003478669,0.00029044502,0.0013594106,0.0047441213,0.1725937],"study_design_scores_gemma":[0.000050250244,0.00012411864,0.004532084,0.87966496,0.021384358,0.00045780846,0.00083181565,0.00021892882,0.00022686,0.0012730183,0.091183014,0.00005273297],"about_ca_topic_score_codex":0.00736918,"about_ca_topic_score_gemma":0.027264846,"teacher_disagreement_score":0.013086923,"about_ca_system_score_codex":0.0024806596,"about_ca_system_score_gemma":0.016523922,"threshold_uncertainty_score":0.031628013},"labels":[],"label_agreement":null},{"id":"W4403439618","doi":"10.1007/978-3-031-62170-3_22","title":"A Decision-Making Framework for the Built Facilities’ End-of-Life from Sustainability and Circular Economy Viewpoints","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Viewpoints; Sustainability; Circular economy; Business; Environmental economics; Economics; Art; Ecology","score_opus":0.011295741664709726,"score_gpt":0.2483846891321677,"score_spread":0.23708894746745798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403439618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067315553,0.001092721,0.8385671,0.010656685,0.00033871556,0.00018959837,0.00019741828,0.00009402078,0.14213227],"genre_scores_gemma":[0.54118514,0.0011266895,0.4350184,0.0009371055,0.000413492,0.00058490527,0.000274403,0.00010159934,0.020358402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954841,0.0024682137,0.00021514123,0.0004985917,0.00081609946,0.0005178013],"domain_scores_gemma":[0.99657696,0.002175963,0.00021839431,0.00021681673,0.00044661894,0.00036525994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007903611,0.0013690327,0.0012347137,0.0020761814,0.0027913847,0.012054467,0.0048868037,0.0049594934,0.01154264],"category_scores_gemma":[0.0055344487,0.0010225957,0.0021988237,0.0024125034,0.010469075,0.010002289,0.0040664263,0.005649634,0.0012062754],"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":[0.0000036268752,0.000013342115,0.000035751687,0.000014745998,0.0000063921425,0.000044033284,0.00012755545,0.008262927,0.000038238253,0.98843133,0.00071640615,0.002305742],"study_design_scores_gemma":[0.000005966489,0.000011120154,0.000050285133,0.000039650415,0.000008149944,0.000017137967,0.00022135736,0.02270114,0.00009305998,0.96567774,0.011163588,0.000010791692],"about_ca_topic_score_codex":0.01001566,"about_ca_topic_score_gemma":0.011114574,"teacher_disagreement_score":0.012054467,"about_ca_system_score_codex":0.008832941,"about_ca_system_score_gemma":0.0063229543,"threshold_uncertainty_score":0.06408781},"labels":[],"label_agreement":null},{"id":"W4404408939","doi":"10.52975/llt.2024v94.007","title":"Why the Construction Trades Have a Valuable Role in Meeting the Climate Challenge","year":2024,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Climate change; Environmental planning; Political science; Business; Regional science; Geography; Geology; Oceanography","score_opus":0.01044113667560113,"score_gpt":0.22595660455211874,"score_spread":0.21551546787651762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404408939","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041352272,0.01401251,0.0018697422,0.68166906,0.0037963865,0.000038451242,0.00019304128,0.00025064847,0.25681788],"genre_scores_gemma":[0.69573385,0.010496293,0.0017453096,0.14543165,0.0019669507,0.000043027016,0.00019678091,0.0005396558,0.1438465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960407,0.000605404,0.000034869172,0.00029355413,0.0011635469,0.0018618862],"domain_scores_gemma":[0.9934902,0.0006909538,0.00029943776,0.000355999,0.001707943,0.0034555087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043578013,0.00044909667,0.00034619056,0.0009980376,0.012740341,0.016067171,0.00147973,0.008831809,0.035541587],"category_scores_gemma":[0.008061106,0.00042871287,0.0004755745,0.0011305921,0.018687304,0.010411477,0.0059552956,0.007584366,0.008137007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013163922,0.00015267635,0.013854604,0.00028910086,0.00003409153,0.00075730495,0.011059925,0.0006149783,0.0014602564,0.32003513,0.5745252,0.07708504],"study_design_scores_gemma":[0.000015088685,0.000033561442,0.006319416,0.00027563627,0.000008943306,0.00021339269,0.01480206,0.00027576982,0.00021868682,0.031598218,0.9462033,0.000035990623],"about_ca_topic_score_codex":0.23754449,"about_ca_topic_score_gemma":0.29748878,"teacher_disagreement_score":0.23754449,"about_ca_system_score_codex":0.012892292,"about_ca_system_score_gemma":0.027313113,"threshold_uncertainty_score":0.47232366},"labels":[],"label_agreement":null},{"id":"W4404773234","doi":"10.5539/jsd.v17n6p183","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 17, No. 6","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental ethics; Regional science; Engineering ethics; Geography; Philosophy; Engineering; Law","score_opus":0.013324503445126581,"score_gpt":0.26007227831181284,"score_spread":0.24674777486668625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404773234","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012321603,0.002042309,0.0007696538,0.16113617,0.83183926,0.00036754127,0.00044635742,0.00031440516,0.0029610142],"genre_scores_gemma":[0.0041898023,0.007057296,0.0024869726,0.20812239,0.7114165,0.0019054174,0.0011854706,0.0008247365,0.062811516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9702939,0.004980147,0.005499508,0.0018993877,0.01598738,0.0013396228],"domain_scores_gemma":[0.33916757,0.02531505,0.010833179,0.0041773305,0.61150986,0.008996961],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024283862,0.0023194035,0.004106521,0.0060630054,0.00403802,0.007827816,0.0041207816,0.015471148,0.07486612],"category_scores_gemma":[0.32066774,0.0012145408,0.0034935675,0.0023992518,0.002382968,0.0052717584,0.0031725771,0.011175206,0.044107504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024775498,0.00000384333,0.00006870626,0.0002484943,0.0000056366616,0.000060436487,0.000028480192,0.000007039406,0.00004163376,0.00009063865,0.99644464,0.0029756965],"study_design_scores_gemma":[0.00010534742,0.00004114984,0.0007641654,0.001985051,0.00004977826,0.0008623918,0.00031771325,0.00018532721,0.000245152,0.0008929058,0.9944518,0.00009914876],"about_ca_topic_score_codex":0.0034205155,"about_ca_topic_score_gemma":0.0061295107,"teacher_disagreement_score":0.9757161,"about_ca_system_score_codex":0.0042477585,"about_ca_system_score_gemma":0.008973288,"threshold_uncertainty_score":0.2504521},"labels":[],"label_agreement":null},{"id":"W4404789508","doi":"10.1007/978-3-031-63203-7_1","title":"Developing a Nordic Architectural Sustainability Index Incorporating Inuit Perceptions, Vernacular and Biomimetic Architecture Principles","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Architecture; Index (typography); Vernacular architecture; Vernacular; Architectural engineering; Perception; Geography; Engineering; Ecology; Computer science; Art; Archaeology; Philosophy; Biology; Epistemology; Literature; World Wide Web","score_opus":0.009759491845141355,"score_gpt":0.2886294715287826,"score_spread":0.27886997968364124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404789508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6223949,0.0010254462,0.06628993,0.00051956536,0.00027868274,0.00036675236,0.0046320986,0.0004671308,0.30402544],"genre_scores_gemma":[0.8170168,0.00060548907,0.1382219,0.0001084872,0.000015537236,0.00027677193,0.007073657,0.00016867965,0.036512677],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989202,0.0002154248,0.000117522526,0.00012357222,0.0005037264,0.00011961187],"domain_scores_gemma":[0.997928,0.0003007885,0.00023694265,0.00008244552,0.0013270716,0.00012471399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998344,0.0005322618,0.00033836873,0.004014287,0.0012985949,0.0045700255,0.0004866398,0.00043295987,0.0027109345],"category_scores_gemma":[0.003733717,0.00025234043,0.0003680947,0.0042409874,0.0004933625,0.0018650681,0.0017042082,0.00054513064,0.001055292],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001811819,0.00023710124,0.34716746,0.0006655633,0.00019290879,0.00070994324,0.0105930865,0.01643551,0.009370608,0.054512486,0.031323828,0.5286102],"study_design_scores_gemma":[0.00002574057,0.00038494178,0.48498803,0.0015719493,0.00032227614,0.00091213395,0.05713966,0.045001637,0.018634003,0.01837424,0.37240496,0.00024045836],"about_ca_topic_score_codex":0.10902304,"about_ca_topic_score_gemma":0.2786234,"teacher_disagreement_score":0.10902304,"about_ca_system_score_codex":0.0033849347,"about_ca_system_score_gemma":0.0039933193,"threshold_uncertainty_score":0.2167769},"labels":[],"label_agreement":null},{"id":"W4404960675","doi":"10.3390/cli12120207","title":"Leadership and Climate Change Mitigation: A Systematic Literature Review","year":2024,"lang":"en","type":"article","venue":"Climate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Environment and Climate Change Canada; Mitacs","keywords":"Thematic analysis; Public relations; Climate change; Political science; Inclusion (mineral); Government (linguistics); Leadership studies; Corporate governance; Leadership style; Sociology; Management; Social science; Qualitative research","score_opus":0.034926579744105034,"score_gpt":0.2740169752148388,"score_spread":0.23909039547073377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404960675","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016566713,0.99254465,0.0006621079,0.0013170463,0.0003363404,0.0019661163,0.00072445156,0.00002105217,0.00077159324],"genre_scores_gemma":[0.016530389,0.97491133,0.0027612157,0.0012894952,0.00014569322,0.0035848788,0.0005122211,0.000012382152,0.00025241444],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97514546,0.009758179,0.008203007,0.0014977701,0.004590926,0.0008046008],"domain_scores_gemma":[0.9292062,0.047748297,0.009383973,0.0014151098,0.011205329,0.0010409441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02584223,0.0020073003,0.006559584,0.03148817,0.0019458967,0.004503743,0.002917908,0.0034421382,0.006225164],"category_scores_gemma":[0.102146685,0.0018240536,0.007010627,0.027378064,0.0015982563,0.0059233736,0.0036543198,0.0022043576,0.0007879238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068493515,0.000029773073,0.00083520246,0.9481629,0.0019237136,0.00020654786,0.0008611272,0.00015003065,0.00012869175,0.0006668668,0.0035216075,0.043445062],"study_design_scores_gemma":[0.000049168193,0.00007691951,0.0013516786,0.9726906,0.006538635,0.00023408563,0.00082626735,0.000064586195,0.00007081076,0.00030363532,0.017766668,0.000026895123],"about_ca_topic_score_codex":0.011868439,"about_ca_topic_score_gemma":0.038595162,"teacher_disagreement_score":0.03148817,"about_ca_system_score_codex":0.008701219,"about_ca_system_score_gemma":0.05280577,"threshold_uncertainty_score":0.13666844},"labels":[],"label_agreement":null},{"id":"W4405438127","doi":"10.24124/2024/59586","title":"Investigating the economic value of green roofs in Canada's leading cities (Vancouver and Toronto): A hedonic pricing analysis","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Sustainable Building Design and Assessment","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":"Hedonic pricing; Geography; Value (mathematics); Agricultural economics; Economic geography; Regional science; Economy; Economics; Econometrics; Statistics; Mathematics","score_opus":0.005392904990180108,"score_gpt":0.22026099303195204,"score_spread":0.21486808804177193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405438127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98395765,0.0003890577,0.001300331,0.000662584,0.000009088458,0.00004055234,0.0021416447,0.000015283706,0.011483827],"genre_scores_gemma":[0.9926548,0.00041309756,0.000721453,0.000034724304,0.0000046234873,0.0000090606045,0.0012962589,0.0000064632673,0.0048594996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952614,0.00006662686,0.00001115432,0.00004631439,0.00017008024,0.00017974849],"domain_scores_gemma":[0.9988061,0.00043539825,0.00012988354,0.000052182953,0.00039038545,0.00018603381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063017977,0.0002892841,0.00032761146,0.0014655621,0.0010635611,0.002974754,0.00069122296,0.0003140943,0.0031755657],"category_scores_gemma":[0.0023203427,0.0001767138,0.00059496035,0.004147691,0.0007060078,0.0005124237,0.0006671647,0.00054852053,0.00014038905],"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":[0.0002447335,0.00016407503,0.8390786,0.00013032739,0.00027711212,0.0006158188,0.0016997318,0.07107708,0.0009837885,0.030429749,0.007517084,0.04778196],"study_design_scores_gemma":[0.000017649929,0.0000768286,0.86621374,0.00006772385,0.00016543307,0.00009835256,0.010599254,0.108532995,0.00064009585,0.0028979955,0.010623476,0.00006642921],"about_ca_topic_score_codex":0.9804333,"about_ca_topic_score_gemma":0.9870402,"teacher_disagreement_score":0.030305574,"about_ca_system_score_codex":0.030305574,"about_ca_system_score_gemma":0.011573767,"threshold_uncertainty_score":0.21988332},"labels":[],"label_agreement":null},{"id":"W4405736094","doi":"10.30525/978-9934-26-494-8-11","title":"FINANCIAL SUPPORT FOR THE DEVELOPMENT OF GREEN INFRASTRUCTURE","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Business; Finance","score_opus":0.011080427307554598,"score_gpt":0.22576212594467984,"score_spread":0.21468169863712525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405736094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012630806,0.037283264,0.0013956601,0.028860673,0.0041993475,0.00007328154,0.0066063143,0.00036211443,0.9085885],"genre_scores_gemma":[0.2980133,0.10245286,0.0065730507,0.0027019668,0.004010822,0.00017388917,0.017699284,0.00027250266,0.5681023],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986137,0.00022415236,0.00010736511,0.00010307837,0.000760376,0.00019129792],"domain_scores_gemma":[0.99648464,0.00095891586,0.0005915707,0.0001878152,0.0011484335,0.00062861847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018100567,0.0003068817,0.00019164351,0.0029414557,0.0005587499,0.0028039746,0.0006477247,0.0008880888,0.09362162],"category_scores_gemma":[0.007465168,0.00012271402,0.0002122125,0.0052870763,0.00037506066,0.0014514482,0.0019172736,0.0007088627,0.023343343],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006541594,0.00003075363,0.0031521947,0.0019665852,0.000033960358,0.00028206655,0.00036747826,0.00043177363,0.00063460803,0.06667372,0.40430397,0.5220575],"study_design_scores_gemma":[0.000007677578,0.000016748067,0.004265254,0.0005047358,0.0000088101715,0.00030591447,0.00014667553,0.00011918701,0.00017883748,0.002372041,0.9920685,0.0000055088026],"about_ca_topic_score_codex":0.0021909382,"about_ca_topic_score_gemma":0.002794132,"teacher_disagreement_score":0.09362162,"about_ca_system_score_codex":0.0014041535,"about_ca_system_score_gemma":0.004741589,"threshold_uncertainty_score":0.31319547},"labels":[],"label_agreement":null},{"id":"W4405842714","doi":"10.54097/by2v3s39","title":"The Impact of ESG Performance on Investors' Decision-Making in the Real Estate Industry: Based on Green Building Certification and Facility Management","year":2024,"lang":"en","type":"article","venue":"Highlights in Business Economics and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Certification; Facility management; Real estate; Business; Corporate Real Estate; Green building; Property management; Finance; Accounting; Architectural engineering; Engineering; Marketing; Economics; Management","score_opus":0.013520728663804032,"score_gpt":0.2517470425919995,"score_spread":0.23822631392819546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405842714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892163,0.00024656727,0.0007259314,0.00085480703,0.000015678144,0.000012954832,0.000025756513,0.000003858611,0.008898217],"genre_scores_gemma":[0.99942976,0.00007075772,0.00014629413,0.000028404638,0.0000044370036,0.0000015953119,0.000008279997,7.257709e-7,0.00030981575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982962,0.0010127282,0.00004356776,0.00009921306,0.0002634289,0.00028485522],"domain_scores_gemma":[0.99511,0.0025674035,0.0010079053,0.00018932715,0.00054824137,0.00057709287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028268585,0.00023267619,0.00020365423,0.00035467144,0.000317507,0.0018883195,0.00028638245,0.0006049607,0.0026317541],"category_scores_gemma":[0.0070817852,0.000058857997,0.0002785802,0.0003984728,0.00081285636,0.0013426386,0.0008551251,0.00062973937,0.00021662419],"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":[0.001984902,0.002019324,0.77330697,0.0001598443,0.00021652009,0.0009296223,0.0020821143,0.027104419,0.0029705646,0.015076646,0.0022604598,0.1718887],"study_design_scores_gemma":[0.000081353195,0.0023449347,0.8740912,0.00017850292,0.0002886087,0.0002596662,0.014742778,0.0786184,0.006345088,0.017693881,0.005254792,0.00010078232],"about_ca_topic_score_codex":0.0035298413,"about_ca_topic_score_gemma":0.0062151956,"teacher_disagreement_score":0.0035298413,"about_ca_system_score_codex":0.0017295346,"about_ca_system_score_gemma":0.00095564633,"threshold_uncertainty_score":0.014950037},"labels":[],"label_agreement":null},{"id":"W4406699713","doi":"10.21608/erjsh.2021.404839","title":"Sustainable Design Criteria as an Approach to increase the Efficiency of Architecture Colleges | معايير التصميم المستدام كمدخل لرفع كفاءة كليات العمارة","year":2021,"lang":"ar","type":"article","venue":"Engineering Research Journal","topic":"Sustainable Building Design and Assessment","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":"Architecture; Sustainable design; Architectural engineering; Computer architecture; Environmental economics; Environmental science; Business; Computer science; Engineering; Sustainability; Economics; Geography; Archaeology; Ecology","score_opus":0.030643022444133163,"score_gpt":0.32360714630907483,"score_spread":0.2929641238649417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406699713","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05259513,0.0043759597,0.5109536,0.012379436,0.00061718543,0.001948179,0.00037950117,0.00036875202,0.41638225],"genre_scores_gemma":[0.5140932,0.001443158,0.460568,0.0006341199,0.00008208927,0.0015543423,0.00026171442,0.00014004532,0.02122338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97831833,0.011061324,0.001480074,0.0006238759,0.007877581,0.00063891464],"domain_scores_gemma":[0.9884078,0.005042381,0.00088670827,0.00046798753,0.004625594,0.00056968286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013666519,0.0011709867,0.0008418434,0.008123779,0.0024276103,0.01160588,0.001694997,0.002171492,0.0056830663],"category_scores_gemma":[0.013772134,0.0004810498,0.0010808664,0.0067367717,0.006486367,0.0035821758,0.0039938465,0.0018322296,0.0007752443],"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":[0.000040288596,0.0001606235,0.0022889741,0.0010521091,0.00006637718,0.00020690639,0.0053655617,0.02073737,0.001984027,0.8627941,0.008361497,0.09694201],"study_design_scores_gemma":[0.00006590106,0.00032907183,0.0031321833,0.0016342863,0.000084134954,0.00028356403,0.014714042,0.03595341,0.0035513178,0.61455154,0.32557476,0.00012581667],"about_ca_topic_score_codex":0.004284624,"about_ca_topic_score_gemma":0.008955335,"teacher_disagreement_score":0.013666519,"about_ca_system_score_codex":0.012721965,"about_ca_system_score_gemma":0.016798731,"threshold_uncertainty_score":0.092304766},"labels":[],"label_agreement":null},{"id":"W4406777465","doi":"10.53106/256299802024120601002","title":"Discovering Greenwashing Behavior Patterns: A Systematic Literature Review Approach","year":2024,"lang":"en","type":"article","venue":"International Journal of Computer Auditing","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Greenwashing; Data science; Computer science; Biology; Ecology; Sustainability","score_opus":0.009296624022814117,"score_gpt":0.26156561615086626,"score_spread":0.25226899212805215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406777465","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018336706,0.9485791,0.007778487,0.0024228308,0.00030879767,0.0124359215,0.0075424514,0.00008285709,0.0025128534],"genre_scores_gemma":[0.0877757,0.86093944,0.029415226,0.0014842148,0.00012748284,0.015357764,0.004059942,0.000033007786,0.00080727227],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9808493,0.005627005,0.00854427,0.0013883249,0.0032137823,0.00037724173],"domain_scores_gemma":[0.92464286,0.051168077,0.010608414,0.001803118,0.011135035,0.00064247474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02306325,0.0014796265,0.0046680355,0.064472705,0.0015166367,0.003270552,0.002027448,0.0017300491,0.0028355198],"category_scores_gemma":[0.072788395,0.0012102224,0.0055887327,0.03979382,0.0015019273,0.004424661,0.0028226222,0.0011079151,0.0005193056],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013726838,0.000083196675,0.0076862653,0.8405385,0.0055420487,0.0008036858,0.0030664022,0.0005382234,0.0008620979,0.0019498646,0.0038257628,0.13496666],"study_design_scores_gemma":[0.00010689665,0.00034453982,0.0123744635,0.9064108,0.026156174,0.00073203194,0.006064951,0.0004979001,0.0007235345,0.0016101571,0.04487663,0.00010185044],"about_ca_topic_score_codex":0.011061619,"about_ca_topic_score_gemma":0.03507795,"teacher_disagreement_score":0.064472705,"about_ca_system_score_codex":0.005942762,"about_ca_system_score_gemma":0.0384291,"threshold_uncertainty_score":0.12197161},"labels":[],"label_agreement":null},{"id":"W4406869091","doi":"10.69628/esbur/2.2024.36","title":"Design thinking to avoid maladaptation in building climate change resilience of urban areas","year":2024,"lang":"en","type":"article","venue":"Ecological Safety and Balanced Use of Resources","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"Maladaptation; Resilience (materials science); Climate change; Environmental resource management; Environmental planning; Geography; Environmental science; Psychology; Ecology; Biology","score_opus":0.02405143152061499,"score_gpt":0.2442634507643699,"score_spread":0.22021201924375491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406869091","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12899095,0.0027263165,0.7316784,0.015165676,0.00032634247,0.0019581718,0.00014514723,0.0006311616,0.11837787],"genre_scores_gemma":[0.49514857,0.0013325737,0.4950509,0.00092170143,0.00003646319,0.0013386916,0.00013064661,0.00009419109,0.005946246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9856322,0.010436826,0.00058443454,0.0009782882,0.0017131881,0.00065511983],"domain_scores_gemma":[0.9918795,0.0043833316,0.0006808144,0.0010126262,0.001563136,0.00048050613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01374194,0.0012674786,0.0005620819,0.0027362693,0.0028415625,0.0074313967,0.0024583952,0.001799991,0.0035312038],"category_scores_gemma":[0.011061922,0.0007215869,0.0013197333,0.0014499928,0.008199643,0.005492683,0.0044985036,0.0020982688,0.00061214867],"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":[0.00023011827,0.0005363627,0.01068978,0.0042930506,0.00028463264,0.0011945178,0.08069208,0.059577275,0.011095952,0.5732653,0.007078077,0.25106284],"study_design_scores_gemma":[0.00016160357,0.001107633,0.007977308,0.0030588226,0.0004036976,0.0011109506,0.08613355,0.04332589,0.007994048,0.6405408,0.20797709,0.00020861407],"about_ca_topic_score_codex":0.0023360436,"about_ca_topic_score_gemma":0.004967104,"teacher_disagreement_score":0.01374194,"about_ca_system_score_codex":0.0048425915,"about_ca_system_score_gemma":0.010064614,"threshold_uncertainty_score":0.07267517},"labels":[],"label_agreement":null},{"id":"W4406938857","doi":"10.5539/jsd.v18n1p130","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 1","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental ethics; Political science; Regional science; Library science; Geography; Philosophy; Computer science; Law","score_opus":0.01335954427366933,"score_gpt":0.26561924483408944,"score_spread":0.25225970056042013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406938857","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012408616,0.002381131,0.00075443153,0.17508435,0.8173291,0.0004163971,0.00051115954,0.0003213698,0.0030780467],"genre_scores_gemma":[0.004298141,0.007528664,0.002550628,0.23171382,0.68966347,0.0021804573,0.0012461011,0.0008733311,0.05994537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9671465,0.005935888,0.005996267,0.0022939625,0.017114509,0.00151287],"domain_scores_gemma":[0.32090333,0.029300861,0.012001834,0.004458927,0.6243792,0.008955802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027382948,0.002329351,0.0043365452,0.00649674,0.004409588,0.008489107,0.004044964,0.015508845,0.0770456],"category_scores_gemma":[0.35011828,0.0012481338,0.0034461762,0.0025925622,0.0024413574,0.005570255,0.003289513,0.01083106,0.043323524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002453304,0.000003770759,0.000066718,0.00027105754,0.0000055443907,0.000052163894,0.000031884047,0.0000066670646,0.000037110476,0.00009228736,0.99645895,0.0029492173],"study_design_scores_gemma":[0.000101458165,0.000039294664,0.0007720091,0.0021752582,0.000049728467,0.0007453348,0.00032907294,0.00015887148,0.00021151041,0.00089121173,0.9944278,0.000098434204],"about_ca_topic_score_codex":0.0036886134,"about_ca_topic_score_gemma":0.006879756,"teacher_disagreement_score":0.0770456,"about_ca_system_score_codex":0.004753196,"about_ca_system_score_gemma":0.010200833,"threshold_uncertainty_score":0.25774318},"labels":[],"label_agreement":null},{"id":"W4407003132","doi":"10.1108/jfm-04-2024-0046","title":"Sustainable facilities management: a sociotechnical system perspective and a review of the literature","year":2025,"lang":"en","type":"review","venue":"Journal of Facilities Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Sociotechnical system; Facility management; Perspective (graphical); Process management; Business; Computer science; Knowledge management; Engineering management; Engineering; Marketing","score_opus":0.009477416146841701,"score_gpt":0.2635579012698824,"score_spread":0.25408048512304066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407003132","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002963578,0.9851665,0.001054289,0.005399772,0.00033900526,0.000018471153,0.00002759416,0.000012320211,0.0050185244],"genre_scores_gemma":[0.055675972,0.94011885,0.0015980866,0.0015599173,0.00033638126,0.00004533518,0.000048397684,0.0000063978805,0.0006106298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965785,0.0014916967,0.00040977672,0.00033543273,0.0009989553,0.00018565802],"domain_scores_gemma":[0.9914904,0.0059900647,0.0010206603,0.00015443283,0.0011603569,0.00018410024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003105648,0.00070260285,0.00080168364,0.010336062,0.0012994286,0.004138519,0.0013312744,0.0029431246,0.0023694558],"category_scores_gemma":[0.0065339888,0.0003543664,0.00080039166,0.01273685,0.0030985272,0.006007552,0.0017715725,0.001667838,0.0004220872],"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":[0.000054625783,0.00018482626,0.0053488417,0.08078679,0.00025976473,0.0014547446,0.008359773,0.003173917,0.0010381215,0.16823816,0.032659113,0.6984414],"study_design_scores_gemma":[0.000012952401,0.00021009143,0.020725392,0.14480248,0.00035956,0.0024346376,0.023367302,0.0017125976,0.0008197737,0.060982693,0.7444331,0.00013946569],"about_ca_topic_score_codex":0.006115079,"about_ca_topic_score_gemma":0.010370662,"teacher_disagreement_score":0.010336062,"about_ca_system_score_codex":0.0044351695,"about_ca_system_score_gemma":0.008741512,"threshold_uncertainty_score":0.032179534},"labels":[],"label_agreement":null},{"id":"W4407341209","doi":"10.3390/su17041408","title":"Rethinking Sustainable Procurement: Investigating the Impact of System Boundary on Building Proposal Selection","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Procurement; Sustainability; Sustainable development; Triple bottom line; Business; Process management; Adaptability; Resilience (materials science); Environmental resource management; Engineering; Marketing; Economics; Management","score_opus":0.008614094492651696,"score_gpt":0.2783839754900528,"score_spread":0.26976988099740107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407341209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450317,0.00031863136,0.012369711,0.0009055529,0.00004759355,0.000828205,0.00007942867,0.000059985417,0.04035918],"genre_scores_gemma":[0.9911355,0.0001242547,0.006754033,0.00013788794,0.000008493024,0.0003055093,0.0000606252,0.000032451633,0.0014412772],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9528629,0.03363343,0.0016092799,0.0016019881,0.0074292016,0.002863154],"domain_scores_gemma":[0.711551,0.23949054,0.019191457,0.0077342973,0.017742917,0.0042897076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051948916,0.00039631236,0.00061063335,0.0022167324,0.0039208117,0.009658273,0.0021982954,0.0015763186,0.013924937],"category_scores_gemma":[0.18648773,0.0005414805,0.0009698763,0.0023099303,0.005403634,0.010797613,0.0060484684,0.0026308505,0.0012170156],"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":[0.0034625314,0.0043842457,0.29237193,0.0029880314,0.00036788167,0.0025545072,0.086627595,0.05362558,0.011612862,0.17732508,0.004503455,0.36017632],"study_design_scores_gemma":[0.0005765524,0.009221136,0.31732363,0.0022147677,0.0006190627,0.001130399,0.3460879,0.10411091,0.01738304,0.12606849,0.07469216,0.00057201076],"about_ca_topic_score_codex":0.0060663563,"about_ca_topic_score_gemma":0.008564066,"teacher_disagreement_score":0.051948916,"about_ca_system_score_codex":0.009115071,"about_ca_system_score_gemma":0.008439563,"threshold_uncertainty_score":0.27473545},"labels":[],"label_agreement":null},{"id":"W4407398072","doi":"10.1016/j.jobe.2025.112121","title":"The WELL Building Standard: A literature review and bibliometric analysis of a nascent field","year":2025,"lang":"en","type":"review","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Canada Research Chairs; Carleton University","keywords":"Field (mathematics); Architectural engineering; Computer science; Engineering; Mathematics","score_opus":0.008150950319012829,"score_gpt":0.29732257888216884,"score_spread":0.28917162856315604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407398072","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022153793,0.95706195,0.0021482457,0.004347626,0.0006392446,0.0011463829,0.005713648,0.00010301278,0.006686002],"genre_scores_gemma":[0.08701119,0.9020387,0.0044239997,0.0009425245,0.00037473347,0.001211312,0.0035349105,0.000040477156,0.0004221303],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97942746,0.004322083,0.0072390484,0.0014722139,0.0069547044,0.0005844299],"domain_scores_gemma":[0.85924935,0.10057554,0.01526146,0.002173716,0.021533154,0.0012068878],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.022892747,0.0010389735,0.003988884,0.15059198,0.0019280757,0.006655198,0.0018423761,0.0014297883,0.004941588],"category_scores_gemma":[0.0754344,0.0009507766,0.0029456865,0.13637364,0.0022023586,0.006811492,0.0034088078,0.0011746924,0.0006791846],"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":[0.00018711334,0.000114218434,0.014911484,0.60249776,0.001834205,0.0006698774,0.0041549033,0.00046761142,0.0008379707,0.006459275,0.014461884,0.35340372],"study_design_scores_gemma":[0.00006305888,0.00027466522,0.08282203,0.70204455,0.011886581,0.0013665039,0.009929954,0.0010338381,0.0009629495,0.0039257007,0.1854717,0.00021842033],"about_ca_topic_score_codex":0.007749033,"about_ca_topic_score_gemma":0.014637592,"teacher_disagreement_score":0.84940803,"about_ca_system_score_codex":0.0066208853,"about_ca_system_score_gemma":0.02167034,"threshold_uncertainty_score":0.12106985},"labels":[],"label_agreement":null},{"id":"W4407764643","doi":"10.37357/1068/jso/5.1.01","title":"Evaluating materiality disclosure in sustainability reports: A study of North American construction and engineering firms","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainability Outreach","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materiality (auditing); Sustainability; Accounting; Business; Engineering ethics; Engineering; Aesthetics; Art","score_opus":0.009083300524401285,"score_gpt":0.29668107292245477,"score_spread":0.2875977723980535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407764643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982382,0.00009753212,0.0000587804,0.0006108939,0.000003968806,0.000022284876,0.000022605416,0.0000019570568,0.0009438203],"genre_scores_gemma":[0.9989981,0.0001582455,0.00012672407,0.00031683574,0.000008069369,0.000024764335,0.00004198506,0.0000025387546,0.0003226315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9709343,0.013878297,0.0022227606,0.0015882885,0.008765311,0.002611074],"domain_scores_gemma":[0.8229457,0.07544182,0.06895872,0.005215894,0.020801371,0.006636526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028550358,0.00022759323,0.0003583608,0.0037799033,0.0044735796,0.0057958625,0.0012234073,0.0011151725,0.0012752187],"category_scores_gemma":[0.08070069,0.00052388577,0.0002492639,0.005916311,0.0036191999,0.0031623302,0.0037875494,0.0015636613,0.00027762252],"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":[0.000090761154,0.0005636042,0.80141073,0.00007438454,0.000030987605,0.00058566534,0.1761458,0.00012545672,0.0004207154,0.00070846826,0.0011260286,0.018717505],"study_design_scores_gemma":[0.000011391658,0.00029976352,0.59373736,0.00011053137,0.000015779713,0.00035971808,0.39910555,0.00030937,0.00034230523,0.00023955786,0.0054252753,0.000043313074],"about_ca_topic_score_codex":0.05587193,"about_ca_topic_score_gemma":0.07281495,"teacher_disagreement_score":0.05587193,"about_ca_system_score_codex":0.0072037387,"about_ca_system_score_gemma":0.009435046,"threshold_uncertainty_score":0.15099055},"labels":[],"label_agreement":null},{"id":"W4408430976","doi":"10.1016/j.apenergy.2025.125649","title":"Comprehensive spatial LCA framework for urban scale net zero energy buildings in Canada using GIS and BIM","year":2025,"lang":"en","type":"article","venue":"Applied Energy","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Zero emission; Zero-energy building; Scale (ratio); Civil engineering; Building information modeling; Geographic information system; Environmental science; Engineering; Architectural engineering; Efficient energy use; Geography; Cartography; Waste management; Operations management","score_opus":0.006904224500010409,"score_gpt":0.21214469693471663,"score_spread":0.20524047243470622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408430976","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043608658,0.00147082,0.74606216,0.0021860749,0.00010974676,0.0015205062,0.017441861,0.002656926,0.18494326],"genre_scores_gemma":[0.37281513,0.0020296501,0.5922964,0.00021764619,0.000016971402,0.0011069431,0.009490556,0.0004926195,0.02153401],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889565,0.00017332089,0.00005875923,0.00013986514,0.0005647057,0.00016775464],"domain_scores_gemma":[0.999204,0.000078145735,0.00003805803,0.00005502105,0.0005787425,0.000046036348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871479,0.0012590098,0.0004492527,0.00386425,0.0022590517,0.004982811,0.0024392342,0.0005454063,0.005060332],"category_scores_gemma":[0.0014448885,0.00066218636,0.0015529675,0.00484842,0.0017992082,0.001129004,0.0023077927,0.00082821574,0.00076974946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029490078,0.000047349986,0.0068113105,0.00022142885,0.00008255472,0.0003669662,0.00070940866,0.7027288,0.0019288738,0.22379264,0.010966318,0.05231488],"study_design_scores_gemma":[0.000017722617,0.000018636896,0.0054654367,0.00018696452,0.000074397234,0.000103613136,0.0017649714,0.8231138,0.0013273755,0.04118252,0.1266492,0.00009538228],"about_ca_topic_score_codex":0.96107405,"about_ca_topic_score_gemma":0.9728631,"teacher_disagreement_score":0.044777162,"about_ca_system_score_codex":0.044777162,"about_ca_system_score_gemma":0.04240933,"threshold_uncertainty_score":0.32488257},"labels":[],"label_agreement":null},{"id":"W4408829830","doi":"10.3390/su17072921","title":"Housing Design for Circular Economy and Sustainability","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Circular economy; Sustainability; Sustainable design; Business; Economics; Economic system; Architectural engineering; Engineering; Ecology","score_opus":0.00944749431756943,"score_gpt":0.26018161546245194,"score_spread":0.2507341211448825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408829830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17205472,0.025300823,0.33895501,0.012135302,0.0015673857,0.00027612693,0.0002309873,0.00030081838,0.44917884],"genre_scores_gemma":[0.8909069,0.0069241077,0.06495983,0.0006635568,0.00021643883,0.00015459971,0.000078494275,0.000084010324,0.036012113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995813,0.00016980937,0.000022947735,0.000058698322,0.00011303903,0.000054118093],"domain_scores_gemma":[0.9995346,0.00017326298,0.00007759522,0.000059464594,0.00012516195,0.00002994925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071167544,0.0003044118,0.00018896116,0.00046816622,0.0006771568,0.0019550137,0.0003804931,0.0007228919,0.008264775],"category_scores_gemma":[0.0011275251,0.00014808169,0.0003062714,0.0004383474,0.0023368562,0.0016584322,0.00125352,0.00051544304,0.0008361912],"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":[0.000041898544,0.00003773752,0.0018969649,0.0005472551,0.00001390602,0.0002052606,0.00075812085,0.012593057,0.0034410318,0.8546253,0.004933944,0.12090551],"study_design_scores_gemma":[0.000024180415,0.00034676457,0.0054906197,0.0005974671,0.0000421609,0.00084898574,0.0030038622,0.021332977,0.008034269,0.46790832,0.49231336,0.000056991816],"about_ca_topic_score_codex":0.0010555972,"about_ca_topic_score_gemma":0.0017879239,"teacher_disagreement_score":0.008264775,"about_ca_system_score_codex":0.0011302916,"about_ca_system_score_gemma":0.00090147124,"threshold_uncertainty_score":0.027648449},"labels":[],"label_agreement":null},{"id":"W4408970930","doi":"10.5539/jsd.v18n2p124","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 2","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Geography; Philosophy; Law","score_opus":0.012933946033530723,"score_gpt":0.26511432953253605,"score_spread":0.25218038349900535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408970930","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001184683,0.002117245,0.0007575665,0.15514673,0.8375752,0.00038770353,0.0004526126,0.00032190312,0.0031226045],"genre_scores_gemma":[0.0040813237,0.006552481,0.0023188123,0.21944378,0.6991018,0.001987386,0.0011220372,0.0008361743,0.06455622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97039974,0.005072335,0.005207053,0.0020315826,0.015908398,0.0013808893],"domain_scores_gemma":[0.35727945,0.025384994,0.010611589,0.0042943405,0.5934731,0.008956688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024132673,0.0024560997,0.0042134207,0.006073117,0.0041565043,0.008405479,0.0039661145,0.015848506,0.077786155],"category_scores_gemma":[0.31038776,0.0012494673,0.0034323381,0.0024086311,0.0023487527,0.0054382845,0.003180554,0.010654491,0.044311795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024057737,0.0000036603483,0.00006104928,0.00023512961,0.000005422531,0.00005707561,0.000026366273,0.0000065124696,0.000039830607,0.00008276305,0.9967179,0.002740242],"study_design_scores_gemma":[0.00010872412,0.000040024843,0.00075988733,0.001904678,0.00004833639,0.0008314857,0.00029967004,0.00017782094,0.00022979172,0.00083639554,0.99466586,0.00009727553],"about_ca_topic_score_codex":0.0035442275,"about_ca_topic_score_gemma":0.0064666965,"teacher_disagreement_score":0.077786155,"about_ca_system_score_codex":0.004339715,"about_ca_system_score_gemma":0.009122184,"threshold_uncertainty_score":0.2602206},"labels":[],"label_agreement":null},{"id":"W4409428324","doi":"10.46747/cfp.7104233","title":"The environmental elephant in the office: medications","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University; McMaster University Medical Centre; College of Family Physicians of Canada; Hamilton Health Sciences; Canadian Pharmacists Association","funders":"","keywords":"Data science; Computer science; World Wide Web; Medicine","score_opus":0.0051755840000460105,"score_gpt":0.20593191342732256,"score_spread":0.20075632942727656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409428324","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033307902,0.032258023,0.0024440102,0.81524146,0.013712375,0.000035013036,0.00015171738,0.0004585175,0.13236807],"genre_scores_gemma":[0.097394064,0.11662645,0.016009595,0.5190679,0.031639494,0.000103387676,0.00023983397,0.0006892929,0.21823002],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974928,0.00057248,0.000155547,0.00019115754,0.0012748912,0.0003132301],"domain_scores_gemma":[0.9959245,0.0009887792,0.0002801622,0.00022688661,0.00084013847,0.0017395834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023470381,0.00049597234,0.0005040387,0.0011242031,0.00521968,0.004477347,0.0007367588,0.005024057,0.053808503],"category_scores_gemma":[0.008442298,0.00030422903,0.0005044535,0.0010021945,0.005344348,0.005901606,0.0037340752,0.006025569,0.009154407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009249029,0.00014874479,0.0022227743,0.00028122385,0.000016191032,0.00142584,0.0011583514,0.00010509389,0.0009084547,0.027773261,0.6897172,0.2761504],"study_design_scores_gemma":[0.000015997122,0.000046813595,0.0009908387,0.00046465217,0.0000074079608,0.000908009,0.0008062291,0.00004753883,0.00015908995,0.0077177677,0.9888198,0.000015838774],"about_ca_topic_score_codex":0.021254478,"about_ca_topic_score_gemma":0.07981661,"teacher_disagreement_score":0.053808503,"about_ca_system_score_codex":0.003349618,"about_ca_system_score_gemma":0.011569994,"threshold_uncertainty_score":0.1800074},"labels":[],"label_agreement":null},{"id":"W4409666729","doi":"10.1016/j.rcns.2025.02.006","title":"Advancing urban resilience with modular construction: An integrated sustainability assessment framework","year":2025,"lang":"en","type":"article","venue":"Resilient Cities and Structures","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Northern British Columbia","funders":"","keywords":"Resilience (materials science); Modular design; Sustainability; Environmental planning; Environmental resource management; Urban resilience; Architectural engineering; Construction engineering; Civil engineering; Computer science; Business; Engineering; Environmental science; Urban planning; Ecology","score_opus":0.0027496415392629686,"score_gpt":0.2429646260119625,"score_spread":0.24021498447269954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409666729","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0765022,0.0008276058,0.86165637,0.0021024086,0.00003454679,0.00038215367,0.0002608558,0.00019370815,0.05804012],"genre_scores_gemma":[0.7256688,0.00074986037,0.27071953,0.00008274183,0.000020299261,0.00027047773,0.00014928158,0.000024069053,0.0023149392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980939,0.0010417021,0.00007735447,0.00014205482,0.0004644877,0.00018053057],"domain_scores_gemma":[0.99879056,0.0005219212,0.00021079258,0.00007254798,0.00029290613,0.000111341964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003152723,0.0009671173,0.0004229806,0.00410294,0.00079993304,0.0032861724,0.0014535445,0.0008835812,0.0019587649],"category_scores_gemma":[0.0028929312,0.00029997676,0.0007834007,0.002273559,0.002728795,0.003335109,0.003913957,0.00088835583,0.00016020083],"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":[0.000024340876,0.00014470628,0.008887223,0.0002406743,0.00008937561,0.00028682192,0.0012308458,0.3662043,0.0010973664,0.55681884,0.0012677734,0.06370775],"study_design_scores_gemma":[0.000010041742,0.00013375015,0.0051757772,0.00041033927,0.00007178101,0.00016238172,0.0036212504,0.53855926,0.0010163159,0.4307126,0.020058848,0.00006757403],"about_ca_topic_score_codex":0.0063248565,"about_ca_topic_score_gemma":0.012323841,"teacher_disagreement_score":0.0063248565,"about_ca_system_score_codex":0.003391688,"about_ca_system_score_gemma":0.0025331501,"threshold_uncertainty_score":0.024608493},"labels":[],"label_agreement":null},{"id":"W4409950983","doi":"10.1016/b978-0-443-29861-5.00005-6","title":"Sustainability in construction: challenges and opportunities","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Sustainability; Business; Architectural engineering; Engineering; Ecology; Biology","score_opus":0.024425300533974823,"score_gpt":0.23765830338992971,"score_spread":0.2132330028559549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409950983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011832064,0.20618221,0.0062188003,0.01390875,0.0030056927,0.000024174165,0.0000651752,0.00009687821,0.7693151],"genre_scores_gemma":[0.022756817,0.18498172,0.0070081274,0.0030803534,0.0021654142,0.000058382073,0.00012941935,0.00013525109,0.7796845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996309,0.00009643629,0.000010890589,0.000034572084,0.00019392083,0.000033263444],"domain_scores_gemma":[0.9997335,0.00014980405,0.0000092182645,0.000017431808,0.00006163673,0.000028418473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071158,0.0008033751,0.00052784634,0.0009926212,0.0010712591,0.005604222,0.00060621987,0.0019008559,0.029295439],"category_scores_gemma":[0.0005737391,0.00031933724,0.00032174712,0.0025459914,0.0025318542,0.0029202756,0.0016176,0.0018832693,0.006482521],"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":[0.000011206379,0.00005834163,0.00021607116,0.00057744834,0.000007095546,0.00006431506,0.001062045,0.0010152793,0.0004890686,0.41544384,0.23031807,0.3507372],"study_design_scores_gemma":[0.0000014461116,0.0000070751094,0.00019001511,0.0004101513,0.0000018140778,0.00004359507,0.0004451921,0.0001690821,0.00005948322,0.06005268,0.9386153,0.000004133784],"about_ca_topic_score_codex":0.0037263406,"about_ca_topic_score_gemma":0.01150605,"teacher_disagreement_score":0.029295439,"about_ca_system_score_codex":0.0019944126,"about_ca_system_score_gemma":0.0027446917,"threshold_uncertainty_score":0.09800303},"labels":[],"label_agreement":null},{"id":"W4410791516","doi":"10.5539/jsd.v18n3p218","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 3","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Library science; Political science; Environmental ethics; Regional science; Geography; History; Philosophy; Computer science; Law","score_opus":0.013143501344054278,"score_gpt":0.26525477483509374,"score_spread":0.25211127349103946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410791516","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013068819,0.0021229747,0.0008685248,0.16014104,0.83217174,0.00042379086,0.00046373834,0.0003590878,0.0033184185],"genre_scores_gemma":[0.0046763164,0.006999486,0.002633111,0.22967805,0.6867713,0.0020784927,0.0011270213,0.00091109466,0.06512523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97158855,0.0047403243,0.0050398996,0.0018965978,0.015385836,0.0013488352],"domain_scores_gemma":[0.3523678,0.024190934,0.010685115,0.004175336,0.59973836,0.008842433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023687905,0.0023083747,0.0041012554,0.005729203,0.0041531483,0.008159709,0.0039811335,0.01574129,0.07585148],"category_scores_gemma":[0.30227783,0.001178167,0.0036121395,0.0023840943,0.0023933789,0.0049646753,0.0030241464,0.010651275,0.043719642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002442298,0.000003649375,0.000067110595,0.00023167502,0.0000055987057,0.000060791084,0.000027769165,0.0000069846,0.000041389038,0.00009006593,0.9964316,0.0030089421],"study_design_scores_gemma":[0.000104244515,0.0000379099,0.0007572918,0.0018873219,0.000050571576,0.00084921066,0.0002972696,0.00018942714,0.00024357234,0.00093417097,0.9945509,0.00009829779],"about_ca_topic_score_codex":0.0037889045,"about_ca_topic_score_gemma":0.00673607,"teacher_disagreement_score":0.07585148,"about_ca_system_score_codex":0.004497633,"about_ca_system_score_gemma":0.009536496,"threshold_uncertainty_score":0.25374848},"labels":[],"label_agreement":null},{"id":"W4410872300","doi":"10.5539/jms.v15n1p170","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 15, No. 1","year":2025,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Library science; Sociology; Political science; Environmental ethics; Philosophy; Computer science; Biology; Ecology","score_opus":0.007766311331698858,"score_gpt":0.2708341327411805,"score_spread":0.26306782140948165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410872300","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011080818,0.0021636635,0.00076784973,0.17992812,0.8121202,0.00038793142,0.0005778957,0.0003122862,0.0036311995],"genre_scores_gemma":[0.0047575957,0.0074202856,0.0034627381,0.23675688,0.6483843,0.0023765643,0.0017752295,0.001120216,0.09394622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96738106,0.0058103604,0.0057606073,0.0022380769,0.017468493,0.0013414118],"domain_scores_gemma":[0.29797482,0.025736762,0.009875448,0.0043915627,0.6530001,0.009021168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025819924,0.002082302,0.003987827,0.0068127248,0.0043186434,0.007340338,0.0040045874,0.011917936,0.08956298],"category_scores_gemma":[0.34876677,0.0011254804,0.0030137342,0.002888666,0.0023406423,0.0055770525,0.0032065471,0.009250424,0.053275745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015812446,0.0000027710516,0.00005310149,0.00018980734,0.0000035091296,0.000039305804,0.000026727754,0.000004826411,0.000027694598,0.00008569978,0.99688643,0.0026642377],"study_design_scores_gemma":[0.00007063034,0.000027872877,0.000762604,0.0017110313,0.000036133497,0.0005459618,0.00030490247,0.00013835952,0.00016305565,0.00090355804,0.99525577,0.00008010636],"about_ca_topic_score_codex":0.0049342895,"about_ca_topic_score_gemma":0.010576575,"teacher_disagreement_score":0.08956298,"about_ca_system_score_codex":0.0047213193,"about_ca_system_score_gemma":0.01031822,"threshold_uncertainty_score":0.299618},"labels":[],"label_agreement":null},{"id":"W4411030939","doi":"10.7202/1116197ar","title":"Analyse des facteurs influençant l’adoption de comportements écoresponsables dans l’industrie de la construction : une revue systématique des leviers et obstacles","year":2024,"lang":"fr","type":"article","venue":"˜Le œclimatoscope","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Computer science; Political science; Philosophy","score_opus":0.021947445664797893,"score_gpt":0.29116869740147006,"score_spread":0.26922125173667216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030939","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8485971,0.053663187,0.03323713,0.010056535,0.0004348553,0.00071088615,0.0031797194,0.00019775114,0.04992289],"genre_scores_gemma":[0.9319121,0.034000833,0.017452026,0.0009197115,0.00012031588,0.0005093356,0.0017998011,0.00011020157,0.013175742],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9907494,0.0027972003,0.0007354619,0.0012194521,0.0037053968,0.0007930738],"domain_scores_gemma":[0.9645395,0.020311328,0.0054278686,0.0010485324,0.007891963,0.0007808929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009593881,0.0010030216,0.0010748919,0.004746785,0.0018728195,0.0069504897,0.0012333973,0.0014189543,0.008668578],"category_scores_gemma":[0.020413844,0.00067901344,0.0017678376,0.006872901,0.002323053,0.0039166445,0.0026771103,0.0018178973,0.0012019675],"study_design_candidate":"systematic_review","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":[0.0003674859,0.0003720284,0.5750421,0.008995745,0.00084433897,0.000970738,0.035890482,0.0030082485,0.0047486234,0.0141022885,0.0054823034,0.35017547],"study_design_scores_gemma":[0.00002440287,0.0005361745,0.7694764,0.008929883,0.0010824827,0.0005998365,0.07660588,0.0046412,0.004560305,0.008428166,0.1248537,0.0002615431],"about_ca_topic_score_codex":0.06250391,"about_ca_topic_score_gemma":0.11394626,"teacher_disagreement_score":0.06250391,"about_ca_system_score_codex":0.0063187997,"about_ca_system_score_gemma":0.01470132,"threshold_uncertainty_score":0.124280155},"labels":[],"label_agreement":null},{"id":"W4411370320","doi":"10.3390/su17125576","title":"Assessment and Enhancement of Indoor Environmental Quality in a School Building","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Environmental quality; Quality (philosophy); Environmental science; Architectural engineering; Engineering; Political science; Physics","score_opus":0.006221202772906732,"score_gpt":0.2993462995609053,"score_spread":0.2931250967879986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411370320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918937,0.000047758112,0.006756261,0.000010983831,0.000002684487,0.000023989747,0.00018542075,0.00009713394,0.0009820134],"genre_scores_gemma":[0.998197,0.000026642643,0.0015357634,0.0000025105626,7.655272e-7,0.0000061317537,0.000107615684,0.000005520597,0.00011800867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995117,0.00009646314,0.000023212835,0.00012186097,0.00018587356,0.000060890838],"domain_scores_gemma":[0.9997826,0.00005402157,0.00003374631,0.000034015364,0.00007879185,0.000016869399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614884,0.00036760585,0.00040399632,0.00054457004,0.0002798951,0.0010364352,0.00039958052,0.0004223247,0.0006632424],"category_scores_gemma":[0.0004993301,0.00019374964,0.00046389963,0.00045754111,0.00027762516,0.00053691445,0.00043226974,0.00016290206,0.00020772399],"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":[0.00043425418,0.0006887687,0.5399902,0.00024729976,0.0002674087,0.00031405617,0.00074616086,0.26166505,0.11626042,0.00065631483,0.0003591176,0.07837091],"study_design_scores_gemma":[0.000027817085,0.0006377802,0.55927426,0.000026248872,0.00012354078,0.00007793493,0.0009552789,0.3865817,0.05049938,0.0003786236,0.0013585971,0.000058862042],"about_ca_topic_score_codex":0.018347837,"about_ca_topic_score_gemma":0.02225178,"teacher_disagreement_score":0.018347837,"about_ca_system_score_codex":0.00111992,"about_ca_system_score_gemma":0.00053339254,"threshold_uncertainty_score":0.036482096},"labels":[],"label_agreement":null},{"id":"W4411431471","doi":"10.51764/smutgd.1707768","title":"Redefining Minimalism in Housing: Introducing the M1-13 Evaluation Framework via NLP and Multi-Scale Criteria","year":2025,"lang":"en","type":"article","venue":"Sürdürülebilir Mühendislik Uygulamaları ve Teknolojik Gelişmeler Dergisi","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"Computer science; Minimalism (technical communication); Flexibility (engineering); Context (archaeology); Modular design; Natural language understanding; Natural language processing; Artificial intelligence; Natural language; Human–computer interaction; Programming language; Mathematics","score_opus":0.014542122259412545,"score_gpt":0.28732513192862924,"score_spread":0.2727830096692167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411431471","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17442651,0.0006784504,0.744359,0.0050682602,0.000102015394,0.0046040127,0.0008755602,0.00049526413,0.069390945],"genre_scores_gemma":[0.47050917,0.00014414101,0.5238417,0.0002503076,0.000024426057,0.0032073522,0.00044120234,0.000078188954,0.0015034974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.92894155,0.047602218,0.00537178,0.0029841342,0.013748039,0.0013522496],"domain_scores_gemma":[0.9139214,0.06155156,0.005789686,0.0029027204,0.01449644,0.0013382133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04560429,0.0010728539,0.0011273007,0.010425493,0.0029118904,0.007921223,0.0021082398,0.001691105,0.0026428353],"category_scores_gemma":[0.07500959,0.00055748597,0.0017347257,0.007991627,0.007966602,0.007885297,0.0076337275,0.0023335835,0.000409497],"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":[0.0007123913,0.0010489234,0.049477898,0.004329992,0.00045403597,0.0014884477,0.05819258,0.03738547,0.011947031,0.45291314,0.006849821,0.37520027],"study_design_scores_gemma":[0.0003068695,0.0015826613,0.06006661,0.0029006838,0.00039206073,0.00095624983,0.07382787,0.30219167,0.022201953,0.43265867,0.102460355,0.00045430294],"about_ca_topic_score_codex":0.010562841,"about_ca_topic_score_gemma":0.01364286,"teacher_disagreement_score":0.04560429,"about_ca_system_score_codex":0.010760411,"about_ca_system_score_gemma":0.009871644,"threshold_uncertainty_score":0.24118143},"labels":[],"label_agreement":null},{"id":"W4411473041","doi":"10.7771/3067-4883.1931","title":"Framework for Assessing the Sustainability of Innovative Building Technology","year":2025,"lang":"en","type":"article","venue":"CIB Conferences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Research Foundation; Royal Academy of Engineering","keywords":"Sustainability; Architectural engineering; Process management; Business; Computer science; Construction engineering; Engineering","score_opus":0.01956515810448077,"score_gpt":0.3419780056074674,"score_spread":0.3224128475029866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411473041","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011060555,0.0045859683,0.5950145,0.014749764,0.00043847426,0.0035531558,0.0014557877,0.00031215991,0.3688296],"genre_scores_gemma":[0.25706562,0.0028373762,0.7225016,0.0010210094,0.00011651583,0.004500338,0.00096206367,0.000085337204,0.010910175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98566353,0.008828876,0.0011344684,0.00064445665,0.0030243518,0.00070428447],"domain_scores_gemma":[0.9924401,0.0038749187,0.0006739381,0.0005320034,0.0020626439,0.00041632113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017348623,0.0020200221,0.0008388538,0.012457459,0.0030353651,0.010952111,0.0030012468,0.004002543,0.007361573],"category_scores_gemma":[0.010898333,0.0006020327,0.0022490155,0.0054740203,0.010365545,0.0057885307,0.0059702364,0.0032000656,0.0012167391],"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":[0.000005361195,0.000038564103,0.0005787968,0.00023097808,0.00001359801,0.000114871655,0.0013043504,0.0031526596,0.00020642026,0.9798789,0.0016345881,0.012841071],"study_design_scores_gemma":[0.000023177037,0.00007308899,0.0015889608,0.002088786,0.000044702054,0.0003357867,0.0063110963,0.011856208,0.0005110255,0.79961824,0.17749037,0.000058419184],"about_ca_topic_score_codex":0.015141703,"about_ca_topic_score_gemma":0.017427478,"teacher_disagreement_score":0.017348623,"about_ca_system_score_codex":0.013105289,"about_ca_system_score_gemma":0.013959575,"threshold_uncertainty_score":0.09508598},"labels":[],"label_agreement":null},{"id":"W4411641077","doi":"10.1007/s10661-025-14200-5","title":"Environmental diagnosis with road street: A case study of urban areas of Nueva Rosita, Coahuila, Mexico","year":2025,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Geography; Ecotoxicology; Environmental protection; Ecology; Biology","score_opus":0.006649959689955134,"score_gpt":0.23774604873223068,"score_spread":0.23109608904227555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411641077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390876,0.00010307915,0.0021773234,0.00026888508,0.000007144501,0.00006620145,0.00029720206,0.000045254958,0.0031262196],"genre_scores_gemma":[0.99576294,0.00011939812,0.0027171867,0.00001888162,0.0000056351746,0.000016526204,0.00017525499,0.0000066697758,0.0011776027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999726,0.000072143645,0.000013451209,0.000058931473,0.000051457497,0.00007796944],"domain_scores_gemma":[0.99945945,0.00025174904,0.000088488,0.00004119594,0.0001091755,0.000049975555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033017003,0.00034851537,0.00018994656,0.0009778184,0.0019278775,0.00093520357,0.0006670506,0.0013896333,0.001410724],"category_scores_gemma":[0.0015197304,0.00019574114,0.0002716157,0.001111942,0.00058363134,0.00051853945,0.000797238,0.00026738312,0.00010826099],"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":[0.00030372062,0.0006416018,0.8267693,0.00032564992,0.00013992762,0.04242183,0.011853346,0.034140956,0.0058753826,0.0023999077,0.003920919,0.07120746],"study_design_scores_gemma":[0.00005754815,0.00031737692,0.7756894,0.000223509,0.00024332786,0.007616821,0.09508364,0.0929726,0.0077703013,0.0018744436,0.018070964,0.00007997988],"about_ca_topic_score_codex":0.12794754,"about_ca_topic_score_gemma":0.30607155,"teacher_disagreement_score":0.12794754,"about_ca_system_score_codex":0.0019023464,"about_ca_system_score_gemma":0.0012428582,"threshold_uncertainty_score":0.25440562},"labels":[],"label_agreement":null},{"id":"W4411656779","doi":"10.51847/wuy26plmoo","title":"10.51847/Wuy26pLMOo","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conceptual design; Conceptual framework; Computer science; Process management; Sociology; Business; Human–computer interaction; Social science","score_opus":0.004701682315621258,"score_gpt":0.17826530691864423,"score_spread":0.17356362460302296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044707763,0.0015194833,0.008905477,0.002111688,0.0013082909,0.00013468244,0.0008310307,0.001617854,0.9791007],"genre_scores_gemma":[0.006774359,0.0006154961,0.0025491954,0.0005082617,0.00017130401,0.00007458794,0.0006100743,0.00027941298,0.9884173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956197,0.00005433082,0.000037625894,0.0001281804,0.00013776138,0.00008006811],"domain_scores_gemma":[0.9993079,0.00015319086,0.00005401554,0.00010143749,0.00024234466,0.0001411858],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006273211,0.000994259,0.0005524895,0.0017567097,0.0013230087,0.0033087884,0.0010004987,0.0029253156,0.863074],"category_scores_gemma":[0.0011622073,0.00038563638,0.0005778218,0.002195627,0.00074633583,0.0032822622,0.002194506,0.0009942187,0.832378],"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":[0.00020263091,0.00016992335,0.0015064715,0.00036499073,0.000018259841,0.00034825498,0.00025413767,0.00045650738,0.004299528,0.014146364,0.15636326,0.8218698],"study_design_scores_gemma":[0.000027273727,0.0000657368,0.0010603024,0.0001426763,0.000013279571,0.00031865685,0.00019018834,0.00076331367,0.0010319846,0.0035477518,0.9928235,0.00001527209],"about_ca_topic_score_codex":0.0022278724,"about_ca_topic_score_gemma":0.0025975397,"teacher_disagreement_score":0.136926,"about_ca_system_score_codex":0.00082522456,"about_ca_system_score_gemma":0.0007962586,"threshold_uncertainty_score":0.19530833},"labels":[],"label_agreement":null},{"id":"W4411824687","doi":"10.1079/9781800625297.0010","title":"An Agenda for Optimising the Social and Environmental Benefits of Blue-Green Rehabilitation Projects","year":2025,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Rehabilitation; Business; Environmental economics; Environmental planning; Psychology; Environmental science; Economics","score_opus":0.02095428517000504,"score_gpt":0.2508387463486476,"score_spread":0.22988446117864259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411824687","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039579947,0.014741224,0.020383116,0.11008658,0.0019012132,0.00008936626,0.000093942006,0.00024947707,0.8484972],"genre_scores_gemma":[0.1277006,0.026848016,0.039345775,0.014213263,0.00092341256,0.00027771667,0.00016309222,0.00026799706,0.7902602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984206,0.0006151198,0.000029830657,0.000074942145,0.0006188158,0.00024063319],"domain_scores_gemma":[0.998982,0.00029628194,0.00005544096,0.000068145564,0.0003591824,0.00023889665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029269462,0.0006351316,0.0002935838,0.00097082433,0.0020175732,0.0075428137,0.0012196667,0.0043327175,0.02085186],"category_scores_gemma":[0.0026800502,0.0003042328,0.0003804276,0.0010729944,0.0030447764,0.0049875816,0.0036861938,0.0029883774,0.0037077705],"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":[0.00002871646,0.00008311333,0.00019073609,0.00025262643,0.0000072979788,0.000060063754,0.0010375251,0.0023038979,0.00066998,0.7393636,0.14095096,0.115051545],"study_design_scores_gemma":[0.000008229556,0.00002249987,0.0005364245,0.00053677807,0.0000065411755,0.00006181717,0.0020216703,0.0009810268,0.00041760644,0.19572395,0.79966867,0.000014757689],"about_ca_topic_score_codex":0.012849496,"about_ca_topic_score_gemma":0.036056437,"teacher_disagreement_score":0.02085186,"about_ca_system_score_codex":0.004908931,"about_ca_system_score_gemma":0.012595482,"threshold_uncertainty_score":0.06975639},"labels":[],"label_agreement":null},{"id":"W4411885790","doi":"10.1038/s41597-025-05216-0","title":"A Harmonized Dataset of High-Resolution Embodied Life Cycle Assessment Results for Buildings in North America","year":2025,"lang":"en","type":"article","venue":"Scientific Data","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"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":"Center for the Built Environment; ClimateWorks Foundation; University of Washington; Alfred P. Sloan Foundation","keywords":"Life-cycle assessment; Reuse; Sustainability; Environmental impact assessment; Building design; Computer science; Built environment; Environmental resource management; Set (abstract data type); Impact assessment; Architectural engineering; Environmental science; Civil engineering; Engineering; Production (economics); Ecology","score_opus":0.0279553434322536,"score_gpt":0.30075236889562457,"score_spread":0.272797025463371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411885790","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023160059,0.0004303986,0.0027152668,0.00020858894,0.0000391116,0.00007027203,0.9672779,0.00086785253,0.0052305902],"genre_scores_gemma":[0.031373,0.00020436666,0.005630929,0.00008012667,0.0000154608,0.00027077438,0.9613928,0.00012477074,0.00090762775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998722,0.0001947506,0.00011236837,0.00038807868,0.0004453978,0.0001373088],"domain_scores_gemma":[0.9969137,0.0005205049,0.00033575567,0.00066997326,0.0013826742,0.00017741152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090071396,0.0007689144,0.00064999925,0.0028877296,0.00075151614,0.0010962737,0.0015826388,0.0010595107,0.005399965],"category_scores_gemma":[0.003285899,0.00040056757,0.0009204284,0.0072492543,0.0004942257,0.00084846665,0.0013674697,0.0008143208,0.0032854413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027234506,0.0004116551,0.093039446,0.0021544155,0.00044890182,0.0003329443,0.00076001044,0.028266307,0.0033002235,0.005005685,0.81041586,0.05559219],"study_design_scores_gemma":[0.00012318384,0.00004817678,0.20044684,0.0004771517,0.000112162095,0.0001388723,0.0012081952,0.013950049,0.002980383,0.0027591912,0.77763444,0.00012140945],"about_ca_topic_score_codex":0.15561883,"about_ca_topic_score_gemma":0.24926706,"teacher_disagreement_score":0.15561883,"about_ca_system_score_codex":0.002192731,"about_ca_system_score_gemma":0.0031635736,"threshold_uncertainty_score":0.30942607},"labels":[],"label_agreement":null},{"id":"W4412359322","doi":"10.21608/erjm.2025.392939.1413","title":"Assessing the Conformity of Biophilic Design to Green Building Rating Systems for Human Well-being","year":2025,"lang":"en","type":"article","venue":"ERJ Engineering Research Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Conformity; Rating system; Green building; Architectural engineering; Business; Engineering; Psychology; Environmental economics; Social psychology; Economics","score_opus":0.04864065837022891,"score_gpt":0.3821075283491672,"score_spread":0.3334668699789383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412359322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96365696,0.00008356696,0.027200598,0.00013994859,0.000047835492,0.00028628524,0.00022410092,0.00011647533,0.00824428],"genre_scores_gemma":[0.99373144,0.00001793452,0.0055998787,0.000028604887,0.0000062269282,0.000096438256,0.0001462165,0.000011026421,0.0003621365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921835,0.0037269113,0.0005995878,0.0008059742,0.0024593018,0.00022469302],"domain_scores_gemma":[0.9698268,0.017270887,0.004489249,0.00339286,0.004624812,0.00039541104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011734229,0.0003955124,0.00033437548,0.0011113675,0.0004272478,0.0015466309,0.0006007419,0.0009635414,0.002258192],"category_scores_gemma":[0.05259892,0.00020178783,0.00076393376,0.0007763444,0.00082135416,0.0009205412,0.0012381166,0.0008476166,0.0006405007],"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":[0.0034387165,0.0015284698,0.7142331,0.0004416795,0.00086344715,0.00008719276,0.0039227502,0.06953627,0.01743177,0.0086753415,0.0016035346,0.17823783],"study_design_scores_gemma":[0.000099311095,0.007463638,0.8388811,0.00016416582,0.00018991751,0.0001278821,0.002724561,0.12286803,0.015743686,0.0076997518,0.00391524,0.00012275031],"about_ca_topic_score_codex":0.0015760943,"about_ca_topic_score_gemma":0.0018692403,"teacher_disagreement_score":0.011734229,"about_ca_system_score_codex":0.00082225824,"about_ca_system_score_gemma":0.00039077725,"threshold_uncertainty_score":0.062057316},"labels":[],"label_agreement":null},{"id":"W4412568566","doi":"10.21203/rs.3.rs-6777370/v1","title":"Evaluating the Sustainability of Green Building Systems: LCA, Energy, and Pollution Adsorption Performance with a Multi-Criteria Decision-Making Approach","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Pollution; Environmental economics; Adsorption; Energy (signal processing); Environmental planning; Business; Environmental science; Economics; Chemistry; Mathematics","score_opus":0.059353124978937175,"score_gpt":0.40825954459505814,"score_spread":0.34890641961612096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412568566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32583976,0.0011005618,0.65345246,0.001081153,0.00009690696,0.00062528736,0.0003609586,0.00018340492,0.017259391],"genre_scores_gemma":[0.8760397,0.00035948528,0.12050215,0.00007085324,0.00004569902,0.00037711332,0.00013610005,0.000046326957,0.0024226632],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9926502,0.004744103,0.00025550474,0.0004072701,0.0014582253,0.0004846617],"domain_scores_gemma":[0.9936633,0.005157104,0.00035691675,0.00013601764,0.0005254906,0.00016118857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010018152,0.002197876,0.0024021466,0.0029718464,0.0009498165,0.0046089333,0.0012691311,0.0027135413,0.0023785853],"category_scores_gemma":[0.011739051,0.000961643,0.0028173565,0.002047094,0.0014640397,0.0022401763,0.0018086918,0.0012839852,0.00020946367],"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":[0.0001697143,0.0002014577,0.0011153443,0.00015922275,0.00022798407,0.00007354424,0.000052257816,0.9708101,0.0018133702,0.007180891,0.00023357404,0.017962486],"study_design_scores_gemma":[0.000019925468,0.000114504925,0.0004006185,0.000017831631,0.000054630655,0.000010964303,0.000050824532,0.9888629,0.0016154036,0.008644552,0.00018854128,0.000019297311],"about_ca_topic_score_codex":0.00822772,"about_ca_topic_score_gemma":0.005624795,"teacher_disagreement_score":0.010018152,"about_ca_system_score_codex":0.0031160258,"about_ca_system_score_gemma":0.0030571276,"threshold_uncertainty_score":0.052981675},"labels":[],"label_agreement":null},{"id":"W4412765303","doi":"10.5539/jsd.v18n4p220","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 4","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional science; Library science; Political science; Computer science; Geography; Law","score_opus":0.013239822586756534,"score_gpt":0.2656278203836296,"score_spread":0.25238799779687304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412765303","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001315355,0.0020325538,0.0007908714,0.16181043,0.8310095,0.00039875478,0.00044529446,0.00032039103,0.0030606862],"genre_scores_gemma":[0.004530363,0.006795369,0.0025896803,0.22055519,0.6936041,0.0021022263,0.0011242247,0.00081760937,0.06788121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97202116,0.0048042047,0.005061077,0.0018217018,0.014963469,0.0013283342],"domain_scores_gemma":[0.35491145,0.025019085,0.010641529,0.0041537588,0.59659207,0.008682225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023559721,0.002331932,0.004085289,0.0059348405,0.0041205,0.007847071,0.0040595266,0.015546392,0.0758966],"category_scores_gemma":[0.31081954,0.001213091,0.003510444,0.0023118167,0.0024071247,0.0051706983,0.0031217826,0.010516109,0.04220444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025521444,0.0000037888935,0.000070658556,0.00024506837,0.000005883736,0.00006217568,0.000027774266,0.000007249947,0.00004221308,0.00009066968,0.9964018,0.003017129],"study_design_scores_gemma":[0.00010804175,0.000039851853,0.0007655749,0.0018555039,0.000052676638,0.00080946437,0.00030743642,0.00018437137,0.00024064891,0.00091528683,0.9946215,0.00009958068],"about_ca_topic_score_codex":0.0037664208,"about_ca_topic_score_gemma":0.006663251,"teacher_disagreement_score":0.0758966,"about_ca_system_score_codex":0.0045150705,"about_ca_system_score_gemma":0.009363194,"threshold_uncertainty_score":0.2538994},"labels":[],"label_agreement":null},{"id":"W4412800266","doi":"10.36253/techne-16584","title":"Heritage and Habitat: Sustainable timber design techniques at the Wooler Schoolhouse","year":2025,"lang":"en","type":"article","venue":"TECHNE - Journal of Technology for Architecture and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Habitat; Sustainable design; Architectural engineering; Environmental resource management; Geography; Environmental planning; Environmental ethics; Agroforestry; Engineering; Environmental science; Ecology; Sustainability; Biology","score_opus":0.004043433430193124,"score_gpt":0.20584936766052825,"score_spread":0.20180593423033513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412800266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26499805,0.0011487317,0.46617755,0.0014616572,0.00012457496,0.0006625184,0.00018521457,0.0019516216,0.26329014],"genre_scores_gemma":[0.54526633,0.0007922591,0.31977075,0.00013514556,0.000025234298,0.00023222939,0.000112491725,0.00048570367,0.13317992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994838,0.00013689727,0.000010164763,0.00007783808,0.00023520897,0.000056127417],"domain_scores_gemma":[0.9997712,0.000057093584,0.000014202138,0.000055708184,0.00004405695,0.000057792153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086277095,0.00029813888,0.00017754982,0.0009770218,0.0025045732,0.002099674,0.0008910415,0.0004170376,0.014741115],"category_scores_gemma":[0.000731731,0.00032933004,0.00021590166,0.0007388924,0.0012764113,0.0014089865,0.002062561,0.00065553765,0.0017835661],"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":[0.00012296857,0.0009985553,0.008518503,0.0003360243,0.000023791914,0.00093689596,0.020921968,0.009444827,0.031811755,0.080951825,0.017017389,0.8289155],"study_design_scores_gemma":[0.00014805174,0.0009743578,0.025307985,0.00046210628,0.00008595397,0.0021453898,0.028372707,0.03455158,0.05089479,0.06413217,0.7927913,0.00013361004],"about_ca_topic_score_codex":0.004573636,"about_ca_topic_score_gemma":0.033576306,"teacher_disagreement_score":0.014741115,"about_ca_system_score_codex":0.0008082496,"about_ca_system_score_gemma":0.0016073519,"threshold_uncertainty_score":0.049313962},"labels":[],"label_agreement":null},{"id":"W4412870845","doi":"10.24908/pceea.2025.19687","title":"Building Skills for Substainable Engineering: A Path to Carbon Emission Reduction","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Professional Engineers Ontario; Toronto Metropolitan University","funders":"Mitacs","keywords":"Reduction (mathematics); Path (computing); Carbon fibers; Engineering physics; Environmental science; Engineering; Materials science; Computer science; Mathematics; Composite material; Computer network","score_opus":0.00276862651164781,"score_gpt":0.21044527341035305,"score_spread":0.20767664689870524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412870845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4673766,0.0047650402,0.052468173,0.28557277,0.00070831506,0.0003939755,0.00016188208,0.00063973846,0.18791342],"genre_scores_gemma":[0.9150844,0.0036389504,0.041191973,0.011987958,0.000100408935,0.000110319605,0.00013528827,0.00006964668,0.027681204],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99821645,0.0006484435,0.000046819732,0.00009612183,0.00057699886,0.00041513288],"domain_scores_gemma":[0.9940421,0.0021192357,0.0005122736,0.00023388353,0.0008459241,0.0022465016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035424482,0.00033763677,0.00014232351,0.00070547685,0.0030907027,0.002375149,0.0007888159,0.0014571998,0.008688072],"category_scores_gemma":[0.0057691177,0.0001532387,0.0002081455,0.0005779,0.003532927,0.0021987348,0.0040508546,0.0025005902,0.0013568237],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006647041,0.0008769974,0.026258072,0.0018211044,0.000015362351,0.00083148386,0.07579273,0.0011992542,0.015148939,0.06986768,0.06295469,0.7451672],"study_design_scores_gemma":[0.00003236931,0.0006140507,0.075498775,0.0021522827,0.00002016903,0.0014727664,0.12066011,0.0016768868,0.0082967365,0.071479775,0.71802557,0.0000704593],"about_ca_topic_score_codex":0.018613521,"about_ca_topic_score_gemma":0.05661993,"teacher_disagreement_score":0.018613521,"about_ca_system_score_codex":0.003185091,"about_ca_system_score_gemma":0.025552636,"threshold_uncertainty_score":0.03701037},"labels":[],"label_agreement":null},{"id":"W4412932969","doi":"10.5430/ijhe.v14n4p48","title":"A Critical Analysis of 10 Financial Sustainability Indicators Applicable to Public Universities in South Africa","year":2025,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Public funding; Business; Accounting; Realisation; Sustainability reporting; Finance; Political science; Public administration; Economic growth; Economics","score_opus":0.006633439706291783,"score_gpt":0.2979844544859033,"score_spread":0.29135101477961156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412932969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835724,0.0009106056,0.0025315958,0.001306092,0.00006032541,0.00020751987,0.0006826609,0.000017803186,0.010711129],"genre_scores_gemma":[0.9967205,0.00042655467,0.00213346,0.000046559402,0.000020287642,0.00007092809,0.00019648152,0.000006598133,0.00037870836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956518,0.0012759018,0.0005719098,0.0003528252,0.0015982955,0.00054937013],"domain_scores_gemma":[0.9649271,0.0148292575,0.0076800412,0.0008576943,0.010980806,0.0007250772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011309472,0.00044102417,0.00036571323,0.011793404,0.0014569508,0.004270298,0.00043343208,0.0003369207,0.0013129952],"category_scores_gemma":[0.036608756,0.00023631891,0.0004964231,0.0118371025,0.0019949102,0.0027383415,0.0021121104,0.0008516812,0.00013026613],"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":[0.0006905653,0.00014481325,0.59411985,0.0021017673,0.00025359335,0.0013380948,0.103947625,0.0031876545,0.006582826,0.030307634,0.0047117397,0.25261384],"study_design_scores_gemma":[0.000016676455,0.00046363132,0.78630096,0.0012138757,0.00016561383,0.00036304438,0.15719979,0.0031449168,0.0066510458,0.005240411,0.039130643,0.00010938079],"about_ca_topic_score_codex":0.0102377385,"about_ca_topic_score_gemma":0.010600029,"teacher_disagreement_score":0.011793404,"about_ca_system_score_codex":0.0056641125,"about_ca_system_score_gemma":0.005075231,"threshold_uncertainty_score":0.059810936},"labels":[],"label_agreement":null},{"id":"W4413402717","doi":"10.1016/j.resconrec.2025.108548","title":"Differences in how we build: Material use and intensity in small multi-units’ buildings in Brazil, Canada, Greece, Nigeria and Switzerland","year":2025,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"European Research Council; European Commission; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Toronto; Cement Association of Canada","keywords":"Intensity (physics); Architectural engineering; Geography; Civil engineering; Environmental science; Agricultural economics; Engineering; Environmental protection; Economics","score_opus":0.022646612339744014,"score_gpt":0.22051892304413054,"score_spread":0.19787231070438652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413402717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984231,0.00006586522,0.00005626132,0.000020190162,7.1757705e-7,0.0000035552143,0.00008051295,9.778406e-7,0.0013488232],"genre_scores_gemma":[0.9994061,0.0000730601,0.00010560481,0.0000034579987,2.9183863e-7,0.000002263194,0.000062440384,0.0000014039402,0.00034541145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997118,0.000041929237,0.000018758568,0.000044992084,0.000107174565,0.000075447075],"domain_scores_gemma":[0.99949825,0.00010873833,0.0001481567,0.00003142134,0.000117627205,0.00009589033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029037255,0.00015376825,0.00012277815,0.00082632847,0.0006618876,0.00089234003,0.00030083282,0.00016373754,0.0013461091],"category_scores_gemma":[0.0011003263,0.00012709406,0.00014879733,0.0012612519,0.0009986174,0.00033823858,0.000772044,0.000186664,0.00009642608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006203817,0.000031382555,0.9491773,0.000061669605,0.000030190326,0.00028909466,0.027059004,0.0003428245,0.0018494655,0.00095847266,0.00023794545,0.019900674],"study_design_scores_gemma":[5.8377935e-7,0.000015997326,0.9748379,0.000024888639,0.000005370363,0.000088213485,0.023220733,0.00014554602,0.0002053264,0.000043734737,0.00140431,0.00000750286],"about_ca_topic_score_codex":0.45817766,"about_ca_topic_score_gemma":0.8377367,"teacher_disagreement_score":0.5418223,"about_ca_system_score_codex":0.0024910886,"about_ca_system_score_gemma":0.0011798701,"threshold_uncertainty_score":0.91102153},"labels":[],"label_agreement":null},{"id":"W4413732579","doi":"10.64628/aam.g4jmt5rsv","title":"Green buildings must do more to fix our climate emergency","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Architectural engineering; Environmental planning; Geography; Engineering","score_opus":0.015162456332205108,"score_gpt":0.2793796497159684,"score_spread":0.2642171933837633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413732579","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056425303,0.0021747001,0.35744166,0.045438807,0.0061080097,0.00010435068,0.0008318129,0.0015112668,0.5299641],"genre_scores_gemma":[0.54884857,0.0025663753,0.13972776,0.005352113,0.0012297428,0.00010847506,0.00065445097,0.002266882,0.29924572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992411,0.00021216198,0.000014647191,0.00007129242,0.0003750956,0.00008566137],"domain_scores_gemma":[0.9992725,0.00016489708,0.000042032854,0.0001725758,0.00022979439,0.000118225755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007060751,0.00077341514,0.00049047644,0.00056091655,0.0012355301,0.003056526,0.0004752779,0.0024371431,0.029284306],"category_scores_gemma":[0.0028200748,0.00038646423,0.0004365108,0.0007153466,0.0011313694,0.003015269,0.0019071918,0.002149394,0.005150956],"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":[0.00006529633,0.000110249304,0.0013528804,0.00022894153,0.000076384145,0.00014398665,0.0006341573,0.029082343,0.005765151,0.72906923,0.09604388,0.13742737],"study_design_scores_gemma":[0.000012180257,0.000026536976,0.0012292229,0.000070480906,0.000024407778,0.0001447876,0.00085834874,0.026045078,0.005008968,0.60984176,0.3567075,0.0000307384],"about_ca_topic_score_codex":0.0039027394,"about_ca_topic_score_gemma":0.007913687,"teacher_disagreement_score":0.029284306,"about_ca_system_score_codex":0.0011872493,"about_ca_system_score_gemma":0.0011993439,"threshold_uncertainty_score":0.09796572},"labels":[],"label_agreement":null},{"id":"W4413823416","doi":"10.1109/pvsc59419.2025.11132729","title":"Leveraging potential of large scale mixed-use green certified projects for adoption of Building Integrated Photovoltaics (BIPV) in the Global South","year":2025,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Building-integrated photovoltaics; Photovoltaics; Certification; Scale (ratio); Photovoltaic system; Environmental science; Architectural engineering; Engineering; Electrical engineering; Physics","score_opus":0.018894055178911916,"score_gpt":0.2614653936577101,"score_spread":0.2425713384787982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413823416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8708887,0.0007420371,0.023158494,0.0034794586,0.000058151665,0.0001590581,0.000107570646,0.00013384051,0.101272754],"genre_scores_gemma":[0.9936283,0.0005397121,0.0035971182,0.000115289484,0.0000073102183,0.000029778754,0.000037631024,0.000029335199,0.0020154694],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994173,0.00022916474,0.000012020205,0.000077611425,0.00014386913,0.000119966884],"domain_scores_gemma":[0.99893564,0.00032796216,0.000128412,0.00022309071,0.00022996658,0.0001549281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017811253,0.00022442751,0.000119810305,0.00038703237,0.0007406433,0.0017853958,0.00046285806,0.00033507467,0.0029067446],"category_scores_gemma":[0.0019364689,0.00014039924,0.00030044556,0.0004760639,0.0012690327,0.001512937,0.0030545797,0.00090728985,0.00040702],"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":[0.00043852747,0.000623127,0.116444565,0.0014864509,0.00010617533,0.004372732,0.018358452,0.020291649,0.08926948,0.1568254,0.0069916113,0.5847918],"study_design_scores_gemma":[0.00015861541,0.002430881,0.33823588,0.0013192298,0.0002523962,0.0035482845,0.052166305,0.024213756,0.06490326,0.08324829,0.42936403,0.00015896007],"about_ca_topic_score_codex":0.0022797794,"about_ca_topic_score_gemma":0.007340074,"teacher_disagreement_score":0.0029067446,"about_ca_system_score_codex":0.001102345,"about_ca_system_score_gemma":0.002526274,"threshold_uncertainty_score":0.009724021},"labels":[],"label_agreement":null},{"id":"W4413825981","doi":"10.22616/j.landarchart.2024.25.07","title":"Conversion and integration into green infrastructure of former industrial urban quarter: theoretical model and experimental design solutions","year":2024,"lang":"en","type":"article","venue":"Landscape architecture and art","topic":"Sustainable Building Design and Assessment","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":"HORIZON EUROPE Framework Programme","keywords":"Quarter (Canadian coin); Sustainable design; Architectural engineering; Engineering; Regional science; Industrial engineering; Civil engineering; Business; Economic geography; Economics; Geography; Sustainability; Archaeology","score_opus":0.008563913388582551,"score_gpt":0.21588198877487055,"score_spread":0.207318075386288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413825981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62050927,0.00010098094,0.3595777,0.00027950367,0.000029181612,0.0022354547,0.00017436416,0.000103872335,0.016989602],"genre_scores_gemma":[0.8768191,0.00013360179,0.11698995,0.000039438943,0.0000033473998,0.0039348556,0.000067968685,0.000010019121,0.0020017796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985404,0.0010704484,0.00003897811,0.00012007477,0.00015276593,0.000077417935],"domain_scores_gemma":[0.99819154,0.0013300931,0.00014167771,0.00017098592,0.0001303067,0.000035317054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003110234,0.00047373888,0.00035914365,0.00047328894,0.00045616805,0.001506751,0.0013015795,0.00077242445,0.0039848182],"category_scores_gemma":[0.0029673201,0.00035908355,0.0007095578,0.0004553975,0.0015780524,0.0007510058,0.0007828078,0.000650322,0.0001917914],"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":[0.0018319888,0.0071477424,0.008015783,0.0011135245,0.00013214399,0.00024406177,0.002303952,0.5504591,0.020824634,0.34475684,0.00061005115,0.062560305],"study_design_scores_gemma":[0.00074973016,0.005165034,0.0033664918,0.000120938596,0.00016506322,0.00005476537,0.001358898,0.89752835,0.014014132,0.07214388,0.005282461,0.000050130784],"about_ca_topic_score_codex":0.0021003946,"about_ca_topic_score_gemma":0.0022161165,"teacher_disagreement_score":0.0039848182,"about_ca_system_score_codex":0.0022577646,"about_ca_system_score_gemma":0.001745241,"threshold_uncertainty_score":0.016448677},"labels":[],"label_agreement":null},{"id":"W4413919240","doi":"10.1016/j.buildenv.2025.113606","title":"Do homebuyers prioritize sustainability? Examining the GHG emission impact of housing choices","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Carleton University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; International Energy Agency","keywords":"Sustainability; Greenhouse gas; Environmental impact assessment; Environmental science; Natural resource economics; Business; Environmental resource management; Economics; Ecology","score_opus":0.0088611337326295,"score_gpt":0.2568104245754486,"score_spread":0.2479492908428191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413919240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990915,0.000017857763,0.000052542728,0.000090239715,0.0000013293821,0.000011149353,0.000035608275,9.67912e-7,0.00069885736],"genre_scores_gemma":[0.9992519,0.000028701428,0.0001383434,0.000044993394,9.117798e-7,0.000009200864,0.000030807823,8.4429576e-7,0.00049423304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988703,0.00044632144,0.00003829504,0.00014380137,0.00019863748,0.0003025439],"domain_scores_gemma":[0.99551976,0.0016631789,0.0013402734,0.0002626717,0.00070157566,0.0005124263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027265188,0.00013412311,0.00021150791,0.00029740305,0.0008513043,0.00132814,0.0004553439,0.0005703143,0.0033010573],"category_scores_gemma":[0.0063994806,0.00016547201,0.00016949623,0.00041204915,0.0012415556,0.0006939774,0.0003998204,0.00050035375,0.00024381402],"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":[0.00040670962,0.00054842944,0.96137255,0.000058532598,0.00004722512,0.00012862278,0.016345419,0.00021109941,0.0018257854,0.00044784587,0.000676309,0.017931491],"study_design_scores_gemma":[0.000011403354,0.000158179,0.9695663,0.000018607185,0.000013256359,0.00002146012,0.027844006,0.0005579324,0.00040750555,0.0001950324,0.0011900286,0.00001637201],"about_ca_topic_score_codex":0.21733366,"about_ca_topic_score_gemma":0.4331661,"teacher_disagreement_score":0.21733366,"about_ca_system_score_codex":0.0031050637,"about_ca_system_score_gemma":0.0020525672,"threshold_uncertainty_score":0.4321373},"labels":[],"label_agreement":null},{"id":"W4413954692","doi":"10.1007/978-3-031-94078-1_7","title":"Enhancing Environmental Impact Assessment Practices: A Comparative Analysis of International and National Approaches Focusing on India","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in geographic information science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Environmental impact assessment; Environmental planning; Environmental resource management; Political science; Regional science; Environmental science; Geography","score_opus":0.019378247398812318,"score_gpt":0.31622448617295296,"score_spread":0.2968462387741406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413954692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5952043,0.009745057,0.008079256,0.002254198,0.00007230676,0.00010093681,0.00028872793,0.00016680613,0.3840884],"genre_scores_gemma":[0.9800647,0.006815484,0.005002473,0.0001288853,0.000015644971,0.000035981564,0.0001446644,0.000039966613,0.0077521056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962657,0.0011943437,0.0001532195,0.00021998475,0.0017292006,0.0004375128],"domain_scores_gemma":[0.9948732,0.002555256,0.0006004176,0.0004999998,0.0012560199,0.00021499998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026954662,0.00036793508,0.00026732194,0.004003081,0.0018209984,0.004900313,0.0013597531,0.0003715602,0.0021447612],"category_scores_gemma":[0.0053424677,0.00019363606,0.00047468164,0.015981829,0.002008315,0.0020217444,0.0029600454,0.00089261093,0.00029050215],"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":[0.00020639885,0.0003743086,0.09508149,0.0016040043,0.00015923932,0.0005003365,0.033596963,0.0062431577,0.004785305,0.09973254,0.004573132,0.7531431],"study_design_scores_gemma":[0.000025645792,0.0009520798,0.6032844,0.0014966165,0.0009446107,0.0014661641,0.13268377,0.0050210445,0.013793093,0.017536052,0.22265184,0.00014464241],"about_ca_topic_score_codex":0.028120058,"about_ca_topic_score_gemma":0.08919439,"teacher_disagreement_score":0.028120058,"about_ca_system_score_codex":0.006818234,"about_ca_system_score_gemma":0.0066736653,"threshold_uncertainty_score":0.055912793},"labels":[],"label_agreement":null},{"id":"W4413983107","doi":"10.3390/buildings15173191","title":"Development of an Indicator-Based Framework for a Sustainable Building Retrofit","year":2025,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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; Sustainable development; Construction engineering; Engineering; Systems engineering; Computer science; Civil engineering; Political science","score_opus":0.009953750732153219,"score_gpt":0.2754613037903596,"score_spread":0.2655075530582064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413983107","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047281203,0.0015309608,0.95587933,0.0075006355,0.00024306856,0.0013789025,0.0015610817,0.00039036426,0.026787529],"genre_scores_gemma":[0.08252487,0.0012132527,0.9101236,0.0006105931,0.00011070113,0.002377441,0.0016211689,0.00007393304,0.0013444565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97108924,0.016797336,0.0035546175,0.0032658365,0.004305604,0.0009873998],"domain_scores_gemma":[0.97771126,0.010445157,0.0027081284,0.0015771799,0.0067631835,0.0007951779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.050393447,0.0027387375,0.0019616166,0.025148766,0.0026921392,0.0141368415,0.0058492785,0.0034906468,0.0042535],"category_scores_gemma":[0.03090984,0.0009921764,0.0033107714,0.016127914,0.008836482,0.014133326,0.008424705,0.0051935273,0.0011149797],"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":[0.00001368812,0.00008276229,0.0031000734,0.0006532757,0.00007723922,0.00018636191,0.0022035812,0.016896185,0.0005674689,0.9395601,0.0039677364,0.032691553],"study_design_scores_gemma":[0.000043087104,0.00019406392,0.005174804,0.0033372256,0.00015316959,0.00038548166,0.007568303,0.06987955,0.0014605979,0.74285305,0.16873118,0.00021950596],"about_ca_topic_score_codex":0.013580469,"about_ca_topic_score_gemma":0.008448187,"teacher_disagreement_score":0.050393447,"about_ca_system_score_codex":0.010072669,"about_ca_system_score_gemma":0.017983397,"threshold_uncertainty_score":0.26650923},"labels":[],"label_agreement":null},{"id":"W4414330570","doi":"10.3390/su17188369","title":"Quantification of Biodiversity Loss in Building Life Cycle Assessment: Insights Towards Regenerative Design","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","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":"Biodiversity; Life-cycle assessment; Climate change; Danish; Relevance (law); Global biodiversity; Planetary boundaries","score_opus":0.01515357189018712,"score_gpt":0.28475659280400917,"score_spread":0.26960302091382204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414330570","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32071176,0.0043208688,0.6263632,0.0011560626,0.000102146434,0.00022404692,0.0006497311,0.0001714196,0.04630071],"genre_scores_gemma":[0.93535554,0.0008406565,0.061456434,0.00006641726,0.000021480064,0.00007081283,0.00023124076,0.000056283217,0.001901129],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99655175,0.0013538974,0.0001420942,0.00025830418,0.0014718578,0.0002220491],"domain_scores_gemma":[0.9946767,0.0028663503,0.00075220695,0.00075205346,0.00081459456,0.00013805475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006338438,0.001120038,0.0006474353,0.003733774,0.00061718305,0.0031298092,0.0013008224,0.00079882814,0.0014758152],"category_scores_gemma":[0.008483229,0.0004651213,0.0010628408,0.00237535,0.0024230566,0.00300382,0.00260337,0.0009082781,0.0002299325],"study_design_candidate":"theoretical_or_conceptual","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":[0.00015306719,0.00012726983,0.049927846,0.00061981427,0.0001970192,0.00021952394,0.0010411596,0.6551897,0.004974333,0.1148381,0.0011085734,0.1716035],"study_design_scores_gemma":[0.000011271437,0.00033048054,0.057470948,0.00057909446,0.00016732916,0.0004963504,0.00229388,0.70175874,0.0096267825,0.20176847,0.025347147,0.00014947624],"about_ca_topic_score_codex":0.0062160585,"about_ca_topic_score_gemma":0.009180182,"teacher_disagreement_score":0.006338438,"about_ca_system_score_codex":0.0026664522,"about_ca_system_score_gemma":0.0012264368,"threshold_uncertainty_score":0.033521235},"labels":[],"label_agreement":null},{"id":"W4414376059","doi":"10.35234/fumbd.1716641","title":"Rejeneratif Tasarım ve Sürdürülebilirlik Üzerine Bibliyometrik Analiz","year":2025,"lang":"tr","type":"article","venue":"Fırat Üniversitesi Mühendislik Bilimleri Dergisi","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Work (physics); Identification (biology); The Internet; Order (exchange)","score_opus":0.008757434726757326,"score_gpt":0.24069968175363363,"score_spread":0.2319422470268763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414376059","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4531579,0.008733861,0.018109135,0.008275435,0.0004087274,0.0007251803,0.023760611,0.001206696,0.48562244],"genre_scores_gemma":[0.8579572,0.005782369,0.020568741,0.00039834113,0.00015986552,0.0004921404,0.014611065,0.00034107408,0.09968915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9942714,0.00081235496,0.0006740127,0.00051291194,0.0032552306,0.00047406938],"domain_scores_gemma":[0.98482716,0.004610604,0.0023408986,0.00073932816,0.006970448,0.00051167345],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0040275743,0.00043565902,0.00046820354,0.012340441,0.0022974603,0.0074865413,0.0006785134,0.0008892645,0.034283865],"category_scores_gemma":[0.015190211,0.0003546121,0.00070166733,0.0191805,0.0010447083,0.004148528,0.0018952425,0.0008791822,0.006156451],"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":[0.0003896126,0.00035767356,0.357497,0.0033281138,0.000314465,0.0012792827,0.027215606,0.0019891902,0.004924998,0.075408794,0.05455221,0.47274306],"study_design_scores_gemma":[0.00003160276,0.00013819456,0.5973799,0.0011475863,0.00021688394,0.00060597085,0.03518331,0.0017385001,0.004761656,0.0112359775,0.34744233,0.00011809771],"about_ca_topic_score_codex":0.037049286,"about_ca_topic_score_gemma":0.039741453,"teacher_disagreement_score":0.9876596,"about_ca_system_score_codex":0.0059456187,"about_ca_system_score_gemma":0.007197416,"threshold_uncertainty_score":0.11469102},"labels":[],"label_agreement":null},{"id":"W4414393777","doi":"10.1108/ecam-12-2024-1701","title":"Synergistic evolution of multi-stakeholder strategies in the promotion of green building materials, quadrilateral evolutionary game and system dynamics","year":2025,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; Certification; Government (linguistics); Subsidy; Promotion (chess); Green building; Evolutionarily stable strategy; Publicity","score_opus":0.007802318295347156,"score_gpt":0.2105198055369792,"score_spread":0.20271748724163202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414393777","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41046467,0.00028247287,0.53569776,0.0014955688,0.00008911846,0.00040747802,0.00016196951,0.000069901,0.051331148],"genre_scores_gemma":[0.9802209,0.000105333966,0.015106227,0.00007572839,0.000005402429,0.00016184831,0.000019548628,0.000005365184,0.0042995256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987702,0.00073539437,0.000032687356,0.00017104621,0.00012724842,0.00016328102],"domain_scores_gemma":[0.9984812,0.0008793985,0.00027166854,0.00005111647,0.00013704925,0.00017969059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015980571,0.0006789316,0.00054947735,0.00047291684,0.0007519237,0.0018404576,0.0009050873,0.0012559516,0.004345065],"category_scores_gemma":[0.0034716837,0.0002949324,0.0006611314,0.0003988266,0.001675834,0.001706464,0.0019832775,0.0011200475,0.0002141024],"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":[0.0002083711,0.00019080767,0.005975472,0.00017044392,0.00011572277,0.00096338254,0.00082759623,0.7092826,0.005200495,0.26317897,0.0007121974,0.013173868],"study_design_scores_gemma":[0.000032453852,0.0001732911,0.0010814026,0.000020821832,0.000026946787,0.00008653262,0.000563031,0.9498161,0.0003674271,0.046356436,0.0014502079,0.00002530849],"about_ca_topic_score_codex":0.005625417,"about_ca_topic_score_gemma":0.0046734465,"teacher_disagreement_score":0.005625417,"about_ca_system_score_codex":0.0018009414,"about_ca_system_score_gemma":0.0013937266,"threshold_uncertainty_score":0.0145356655},"labels":[],"label_agreement":null},{"id":"W4414580014","doi":"10.5539/jsd.v18n5p152","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 5","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Editorial board; Sustainability","score_opus":0.013150347677109438,"score_gpt":0.26539046498033875,"score_spread":0.2522401173032293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414580014","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012494678,0.002127138,0.00079838303,0.15904477,0.83354926,0.00039307063,0.00044691173,0.00032450387,0.0031909961],"genre_scores_gemma":[0.0046349154,0.0066923476,0.0024924998,0.22338419,0.69470257,0.0018801948,0.0011393413,0.000781158,0.06429278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96922845,0.0052263187,0.0056142905,0.0020437934,0.016473033,0.0014142167],"domain_scores_gemma":[0.35831746,0.024326794,0.011011104,0.0040612877,0.5934019,0.008881436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024233112,0.002280017,0.0039530955,0.00595459,0.004047266,0.008277887,0.004017045,0.016100517,0.0802054],"category_scores_gemma":[0.30982423,0.0011806784,0.0035815209,0.0022959262,0.0022902458,0.005132945,0.0030951134,0.010364688,0.043961808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025327336,0.0000038411617,0.000070737864,0.0002489845,0.000006132952,0.000060370894,0.000027979784,0.000007059294,0.000039858416,0.000093775205,0.9962901,0.003125772],"study_design_scores_gemma":[0.000103169645,0.00004066211,0.0007907572,0.0020294818,0.000052757252,0.00079479977,0.00030128556,0.00018342896,0.00023019896,0.0008328016,0.9945432,0.00009743734],"about_ca_topic_score_codex":0.0036097562,"about_ca_topic_score_gemma":0.006568203,"teacher_disagreement_score":0.0802054,"about_ca_system_score_codex":0.004532352,"about_ca_system_score_gemma":0.009087935,"threshold_uncertainty_score":0.26831383},"labels":[],"label_agreement":null},{"id":"W4414826222","doi":"10.5539/jsd.v18n6p42","title":"CEDES: A Complete, Legitimate and Seamless Green Building Rating System","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Rating system; Green building; Sustainable design; Conceptual framework; Sustainable development; Sustainability","score_opus":0.00906144405586235,"score_gpt":0.2317846234202199,"score_spread":0.22272317936435757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414826222","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043343227,0.0016496653,0.7327048,0.003406292,0.0008101153,0.0029623322,0.0077800783,0.008534189,0.19880925],"genre_scores_gemma":[0.33113688,0.0018066146,0.6202568,0.0009902366,0.00023856226,0.0027497462,0.013866668,0.00074094144,0.028213484],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9758815,0.007594766,0.003698955,0.0016384308,0.010422489,0.0007638265],"domain_scores_gemma":[0.9747286,0.004585219,0.0017772805,0.003074417,0.014956566,0.00087796274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021307554,0.0013762121,0.0012006338,0.011843702,0.0017257286,0.008990314,0.0022043618,0.0015961386,0.009366547],"category_scores_gemma":[0.031672526,0.0005667174,0.001248396,0.005572966,0.0023163103,0.0076866876,0.0062998733,0.0022370599,0.0050859307],"study_design_candidate":"theoretical_or_conceptual","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":[0.00046973015,0.00034041016,0.022840373,0.0018182159,0.00018302069,0.00036547784,0.0034497986,0.024447907,0.0051944926,0.29362673,0.08245195,0.56481194],"study_design_scores_gemma":[0.00014057118,0.0005627418,0.022452794,0.0013851946,0.0002111546,0.00050183735,0.0051669553,0.06974588,0.009317111,0.095685,0.79436,0.0004707849],"about_ca_topic_score_codex":0.009239484,"about_ca_topic_score_gemma":0.00896341,"teacher_disagreement_score":0.021307554,"about_ca_system_score_codex":0.0044395276,"about_ca_system_score_gemma":0.006655999,"threshold_uncertainty_score":0.112686455},"labels":[],"label_agreement":null},{"id":"W4414947675","doi":"10.3390/jrfm18100571","title":"ESG Compliance in Greek Real Estate: Current Gaps and Future Directions","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislation; Real estate; Work (physics); Quality (philosophy); Compliance (psychology)","score_opus":0.007177738690658996,"score_gpt":0.24751122482646234,"score_spread":0.24033348613580335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414947675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5332591,0.19744335,0.009866227,0.2079666,0.0015355252,0.00015761294,0.0040487465,0.0002677121,0.045455158],"genre_scores_gemma":[0.94186145,0.043017525,0.0052499273,0.0061322697,0.00036368458,0.00011754218,0.001147632,0.00004244285,0.0020676071],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9905633,0.003708055,0.0011916508,0.0016644471,0.0020578145,0.0008146763],"domain_scores_gemma":[0.9633919,0.021513794,0.006183761,0.0017287369,0.005858924,0.0013229183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0147619415,0.00037009348,0.000797957,0.0022283823,0.00091923616,0.0045284852,0.0015049236,0.0015155785,0.0073114005],"category_scores_gemma":[0.025733786,0.00024818844,0.0004134089,0.0045682904,0.0030579271,0.006507635,0.002697741,0.0012551246,0.000788193],"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":[0.00016868608,0.0002823296,0.21728684,0.008027906,0.000098904755,0.000709525,0.03750958,0.0015423943,0.00058792054,0.04482271,0.0163271,0.67263615],"study_design_scores_gemma":[0.000019464542,0.00025378817,0.5067237,0.016212031,0.000108878354,0.0009986471,0.21194848,0.0025829966,0.00067400385,0.033575088,0.22672823,0.00017471288],"about_ca_topic_score_codex":0.016857997,"about_ca_topic_score_gemma":0.013338854,"teacher_disagreement_score":0.016857997,"about_ca_system_score_codex":0.0026594931,"about_ca_system_score_gemma":0.010052487,"threshold_uncertainty_score":0.07806951},"labels":[],"label_agreement":null},{"id":"W4415030359","doi":"10.1016/j.erss.2025.104361","title":"Beyond single buildings: Reviewing strategies and tools to accelerate greenhouse gas reductions in building portfolios","year":2025,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; National Research Council Canada","funders":"National Research Council Canada; European Commission; National Research Council; Carleton University","keywords":"Greenhouse gas; Retrofitting; Climate change; Scale (ratio); Climate change mitigation; Resource (disambiguation); Stewardship (theology); Resource allocation; Efficient energy use","score_opus":0.05504324577298243,"score_gpt":0.3653874275948741,"score_spread":0.31034418182189166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415030359","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021760473,0.74732304,0.046523117,0.09244357,0.0042081396,0.00062695565,0.00042965493,0.0003304845,0.08635461],"genre_scores_gemma":[0.24406111,0.6784741,0.06105629,0.007582095,0.0014524464,0.00038383005,0.0002711578,0.00015680051,0.0065621347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992774,0.0032779085,0.00059870264,0.00039916026,0.002566847,0.00038338205],"domain_scores_gemma":[0.9645373,0.022235438,0.0026135694,0.0007918057,0.009019536,0.00080239703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013374836,0.0007917552,0.00068480015,0.0037397132,0.0011426645,0.009266853,0.0030674008,0.0023590266,0.0036101134],"category_scores_gemma":[0.037655503,0.00031498974,0.0006529241,0.004168736,0.0021936074,0.008486832,0.0017514544,0.0019915113,0.000877845],"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":[0.0000848473,0.000119022574,0.0021066393,0.011939433,0.00016617651,0.00012083777,0.0013818248,0.0066413446,0.0008172532,0.08474287,0.044192657,0.84768707],"study_design_scores_gemma":[0.00003678946,0.00031821264,0.0047421437,0.031398997,0.00047861965,0.00016721174,0.005960524,0.00316229,0.0032488485,0.05939649,0.8910191,0.00007088278],"about_ca_topic_score_codex":0.0074131824,"about_ca_topic_score_gemma":0.03375662,"teacher_disagreement_score":0.013374836,"about_ca_system_score_codex":0.0045647533,"about_ca_system_score_gemma":0.015993396,"threshold_uncertainty_score":0.070733726},"labels":[],"label_agreement":null},{"id":"W4415320052","doi":"10.1016/j.jobe.2025.114421","title":"An evaluation of digital capabilities to enable a sustainable built asset industry: Developing a Consolidated Sustainability Matrix to inform digital use cases and practices","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Certification; Asset (computer security); Key (lock); Quality (philosophy); Set (abstract data type); Respondent","score_opus":0.03039174379803905,"score_gpt":0.3503410525587942,"score_spread":0.31994930876075517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415320052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83333206,0.00041315283,0.08584467,0.0014560529,0.00005517956,0.0022991428,0.00091824133,0.00020921967,0.07547239],"genre_scores_gemma":[0.9020769,0.00030405572,0.094603255,0.00006469689,0.000005717995,0.0009773818,0.00054506393,0.000040047093,0.0013829521],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9796418,0.0096234875,0.0020523393,0.0009040581,0.006954561,0.0008238352],"domain_scores_gemma":[0.9456302,0.02697051,0.0039730067,0.0040358193,0.017669426,0.0017211081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030251816,0.0006942992,0.00049120816,0.013614815,0.001565654,0.007168854,0.0010866356,0.00095015677,0.0030831369],"category_scores_gemma":[0.055739973,0.00031075743,0.00073087553,0.008315932,0.0032345315,0.009766964,0.006561349,0.0010606282,0.00041363813],"study_design_candidate":"theoretical_or_conceptual","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":[0.00033298327,0.0008212965,0.14834926,0.0024627654,0.00021362041,0.00065847737,0.06624886,0.016924318,0.012458301,0.19949248,0.00509704,0.54694057],"study_design_scores_gemma":[0.000151722,0.0029600344,0.19843416,0.0041480763,0.0004010984,0.001123258,0.37804022,0.12910938,0.04187935,0.09580134,0.14759137,0.00035997375],"about_ca_topic_score_codex":0.0050367946,"about_ca_topic_score_gemma":0.0075339265,"teacher_disagreement_score":0.030251816,"about_ca_system_score_codex":0.008804778,"about_ca_system_score_gemma":0.008349049,"threshold_uncertainty_score":0.15998882},"labels":[],"label_agreement":null},{"id":"W4415542278","doi":"10.5539/jsd.v18n6p133","title":"Quantifying the Joint Contribution of Demountable Construction and Bioclimatic Design to a Building&amp;#39;s Sustainability. Case Study: Beardon Eco-House","year":2025,"lang":"","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Joint (building); Generalization; Sustainable design; Value (mathematics)","score_opus":0.026891232034559624,"score_gpt":0.29473747391013816,"score_spread":0.26784624187557854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415542278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612385,0.00005538012,0.00068602216,0.00002509884,0.0000014151035,0.000019935833,0.00009521118,0.0000076912565,0.0029853743],"genre_scores_gemma":[0.99660826,0.000049524286,0.002393468,0.0000068010577,0.0000015330739,0.000016802738,0.00015175053,0.000005378187,0.0007663902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976236,0.00076366565,0.00010302744,0.00023033639,0.001083676,0.00019573877],"domain_scores_gemma":[0.99575657,0.0018748576,0.00085096573,0.00028465048,0.0009859371,0.00024695694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158193,0.0003889246,0.00032843833,0.002269138,0.00067258393,0.0012579454,0.00060293946,0.0004018588,0.0014702071],"category_scores_gemma":[0.0056244507,0.00020707675,0.00047624588,0.0022524795,0.0013415688,0.0008176967,0.0015417968,0.00033170875,0.0002037795],"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":[0.00026389663,0.0002976615,0.891187,0.00025020566,0.00015495702,0.0011725344,0.008217444,0.0099273985,0.009175377,0.0014545729,0.0008370565,0.077061854],"study_design_scores_gemma":[0.0000061739247,0.00046245632,0.9730857,0.000036669775,0.000075044205,0.00032443576,0.012350642,0.0052685137,0.0048706136,0.00031895415,0.0031613538,0.00003946625],"about_ca_topic_score_codex":0.039951548,"about_ca_topic_score_gemma":0.19615884,"teacher_disagreement_score":0.039951548,"about_ca_system_score_codex":0.003705341,"about_ca_system_score_gemma":0.00096376584,"threshold_uncertainty_score":0.07943803},"labels":[],"label_agreement":null},{"id":"W4415598726","doi":"10.1115/detc2025-169032","title":"Exploring Design for Repairability Guidance: Issues, Actions, and Outcomes","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Flexibility (engineering); Product (mathematics); New product development; Product design; Context (archaeology); Process (computing)","score_opus":0.1209873908350972,"score_gpt":0.34168650153702756,"score_spread":0.22069911070193038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415598726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28061846,0.0024538126,0.61345065,0.0050722375,0.00008944953,0.0016885704,0.00034838228,0.00095564546,0.095322825],"genre_scores_gemma":[0.76752484,0.0008887977,0.22793868,0.0002102343,0.000009872119,0.00057538284,0.0001895344,0.0001136421,0.0025491074],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9754758,0.015763346,0.0014603402,0.0012678747,0.0050674765,0.00096517353],"domain_scores_gemma":[0.9619532,0.023558067,0.005128753,0.0025635292,0.0062315566,0.00056481606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024923803,0.0014506798,0.0007084936,0.0063059027,0.0021895762,0.007249045,0.0017050975,0.002125055,0.0046280487],"category_scores_gemma":[0.036860127,0.0005508059,0.001223475,0.0031675263,0.0051790224,0.005318728,0.004174286,0.0018131696,0.00060262514],"study_design_candidate":"qualitative","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":[0.00025133888,0.00080114807,0.029052613,0.005807345,0.00021771794,0.00084829546,0.068072215,0.024006478,0.012130487,0.2814449,0.004735954,0.57263154],"study_design_scores_gemma":[0.00018030089,0.0019722278,0.038700193,0.010960145,0.0010261524,0.0012829138,0.17053801,0.0744809,0.044945966,0.44315758,0.212266,0.00048948626],"about_ca_topic_score_codex":0.0031454498,"about_ca_topic_score_gemma":0.0060851797,"teacher_disagreement_score":0.024923803,"about_ca_system_score_codex":0.0058772867,"about_ca_system_score_gemma":0.0075133215,"threshold_uncertainty_score":0.13181126},"labels":[],"label_agreement":null},{"id":"W4416229886","doi":"10.70382/mejaimr.v10i2.086","title":"ECOMIMICRY ARCHITECTURE IN DEVELOPING COUNTRIES: EMERGING TRENDS, CHALLENGES, AND OPPORTUNITIES IN NIGERIA AND BEYOND","year":2025,"lang":"","type":"article","venue":"International Journal of African Innovation and Multidisciplinary Research","topic":"Sustainable Building Design and Assessment","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":"Adaptability; Context (archaeology); Developing country; Resource (disambiguation); Port (circuit theory); Architecture","score_opus":0.06904612303050843,"score_gpt":0.375825156952372,"score_spread":0.30677903392186356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416229886","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83378834,0.075840175,0.0022846928,0.012766245,0.00033807976,0.000048769216,0.000100414094,0.000029333603,0.074804045],"genre_scores_gemma":[0.96996015,0.02523524,0.0015130447,0.00029422255,0.0000222192,0.000013349885,0.000022483278,0.000004356006,0.0029350233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996636,0.00009391675,0.000027495122,0.00003507014,0.00006418208,0.00011567989],"domain_scores_gemma":[0.99962413,0.00010205459,0.00011751621,0.000014590224,0.00008033682,0.00006140325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005909264,0.00027386995,0.00015130962,0.001051681,0.0016411955,0.002279389,0.00022674505,0.0006217296,0.0017801074],"category_scores_gemma":[0.00054126536,0.00020970307,0.000117281794,0.0016713708,0.0015854555,0.0015988826,0.001482853,0.0005747489,0.0001223399],"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":[0.0001326064,0.00018395834,0.22449303,0.0033662585,0.000028485052,0.0061113974,0.043668807,0.0024033107,0.005981224,0.18023217,0.008540095,0.5248586],"study_design_scores_gemma":[0.000009232257,0.0002517641,0.25980052,0.0051900013,0.000051387142,0.004822392,0.27655533,0.0017637971,0.0022237916,0.018718561,0.430544,0.00006936943],"about_ca_topic_score_codex":0.008029932,"about_ca_topic_score_gemma":0.026153572,"teacher_disagreement_score":0.008029932,"about_ca_system_score_codex":0.0020499025,"about_ca_system_score_gemma":0.0037071384,"threshold_uncertainty_score":0.015966415},"labels":[],"label_agreement":null},{"id":"W4416360550","doi":"10.1061/9780784486627.063","title":"Study on Sustainability Evaluation of Urban Infrastructure Projects under ESG Concepts","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sustainability; Corporate governance; Process (computing); Sustainability organizations; Urban sustainability; Sustainable development; Cornerstone; Weighting","score_opus":0.024893291061650683,"score_gpt":0.35187152517362713,"score_spread":0.32697823411197646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416360550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97310334,0.0004333236,0.010197144,0.00014257806,0.000009126054,0.00039921663,0.000111208414,0.0000090516405,0.015594936],"genre_scores_gemma":[0.99380916,0.00042229326,0.0048223687,0.000017185264,0.000006985624,0.00013678941,0.000068508074,0.0000029184914,0.0007137908],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9917032,0.005133835,0.00043935687,0.00032887186,0.001958886,0.00043589764],"domain_scores_gemma":[0.9879623,0.006842595,0.0015006242,0.0003985837,0.003039612,0.00025615573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074599087,0.00042708108,0.0003812512,0.0033742383,0.00064721843,0.0015311,0.00037945673,0.00042759758,0.001357172],"category_scores_gemma":[0.014164506,0.00015946275,0.00042661335,0.004664693,0.0008619595,0.0022161547,0.0010112503,0.000407866,0.00012475373],"study_design_candidate":"theoretical_or_conceptual","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":[0.0008928517,0.0019231983,0.30805898,0.002897605,0.00030964505,0.0021776385,0.020261575,0.06510253,0.013378292,0.05964286,0.0024311692,0.5229237],"study_design_scores_gemma":[0.00014103782,0.00895017,0.5444494,0.0014779334,0.00059463637,0.0017974498,0.11093183,0.2143215,0.035338793,0.03880033,0.04296346,0.00023345709],"about_ca_topic_score_codex":0.0020399496,"about_ca_topic_score_gemma":0.0028807947,"teacher_disagreement_score":0.0074599087,"about_ca_system_score_codex":0.0018094666,"about_ca_system_score_gemma":0.0018571112,"threshold_uncertainty_score":0.039452255},"labels":[],"label_agreement":null},{"id":"W4416717715","doi":"10.5539/jsd.v18n6p196","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 6","year":2025,"lang":"","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Editorial board; Sustainability; Sustainable production","score_opus":0.014854002323268174,"score_gpt":0.27350120490604124,"score_spread":0.2586472025827731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416717715","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011829975,0.002159978,0.0007883406,0.15775208,0.83483756,0.00038059324,0.00047425914,0.00032355747,0.0031652516],"genre_scores_gemma":[0.00409038,0.0072646746,0.0025405088,0.21293904,0.70222545,0.0018671717,0.001254739,0.0008197144,0.06699831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97061735,0.004892535,0.0053051272,0.0019078241,0.015957486,0.0013197202],"domain_scores_gemma":[0.3523206,0.023882007,0.010972298,0.004072444,0.599776,0.00897667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024214538,0.0022858232,0.004036939,0.00571756,0.003956373,0.008127126,0.0040776846,0.015325549,0.08218127],"category_scores_gemma":[0.30848375,0.001203075,0.0035736335,0.0022621513,0.002257903,0.0053440365,0.00309189,0.010927196,0.0485517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024951249,0.0000037686814,0.00006469825,0.00025293723,0.0000057124134,0.000055859455,0.000025893136,0.0000068921686,0.00004046922,0.000089832596,0.996327,0.0031019715],"study_design_scores_gemma":[0.00010163052,0.00003981841,0.0007098985,0.0019140097,0.000048717346,0.0007752016,0.0002711688,0.00016919264,0.00022789255,0.0008334727,0.9948165,0.0000924932],"about_ca_topic_score_codex":0.0032901573,"about_ca_topic_score_gemma":0.0061880583,"teacher_disagreement_score":0.08218127,"about_ca_system_score_codex":0.004184731,"about_ca_system_score_gemma":0.008665661,"threshold_uncertainty_score":0.27492374},"labels":[],"label_agreement":null},{"id":"W4416841143","doi":"10.5539/jms.v15n2p162","title":"Reviewer Acknowledgements for Journal of Management and Sustainability, Vol. 15, No. 2","year":2025,"lang":"","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","score_opus":0.008580072036618059,"score_gpt":0.27882422273850826,"score_spread":0.27024415070189023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416841143","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001039609,0.0019406003,0.00076525623,0.15055309,0.84187233,0.0003667956,0.0005080525,0.00031310535,0.0035767423],"genre_scores_gemma":[0.0044532237,0.0065003564,0.003167708,0.213261,0.6674434,0.0021797733,0.0016283188,0.0011090317,0.10025725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9703799,0.004939654,0.0050650313,0.0019736064,0.01643446,0.0012074722],"domain_scores_gemma":[0.3256494,0.02173123,0.008798236,0.0041816873,0.63079494,0.008844565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022748787,0.0022561292,0.0040096017,0.006577366,0.0040686843,0.0074299793,0.0039467807,0.012024236,0.089903705],"category_scores_gemma":[0.30623716,0.0011384088,0.0029712713,0.0027654779,0.0022587122,0.005467151,0.0030986893,0.009002561,0.05547551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001581072,0.000002723057,0.000046692672,0.00016887735,0.0000034434352,0.000042381183,0.000021985388,0.000004712659,0.000031663672,0.000074263204,0.99707615,0.0025113479],"study_design_scores_gemma":[0.00007839768,0.000029362816,0.00074194017,0.0015222919,0.0000356797,0.0006076075,0.00027925058,0.00015873811,0.00018418826,0.00084877555,0.995433,0.00008086207],"about_ca_topic_score_codex":0.0046601193,"about_ca_topic_score_gemma":0.009725522,"teacher_disagreement_score":0.089903705,"about_ca_system_score_codex":0.0042490354,"about_ca_system_score_gemma":0.009129997,"threshold_uncertainty_score":0.30075788},"labels":[],"label_agreement":null},{"id":"W4417064633","doi":"10.1016/b978-0-443-15670-0.00015-6","title":"Government policies on sustainable concrete- a global comparison","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Government (linguistics); Public policy; Sustainability; Sustainable development","score_opus":0.009468106133980239,"score_gpt":0.24636555399584123,"score_spread":0.23689744786186098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417064633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054894794,0.023468787,0.0010938585,0.014279822,0.0005970072,0.000016479182,0.00064051605,0.000057887355,0.9049509],"genre_scores_gemma":[0.8399679,0.03765831,0.0011151716,0.0036609436,0.00063723617,0.00006779567,0.0010542517,0.00017629389,0.1156621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682605,0.0009814132,0.00007525994,0.00022664241,0.001246109,0.0006446087],"domain_scores_gemma":[0.99833965,0.00079386163,0.00020210409,0.000148113,0.0004030286,0.00011328085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017408585,0.00069587375,0.00045383698,0.002770191,0.0009961996,0.0043740827,0.00045461158,0.0015939667,0.015684107],"category_scores_gemma":[0.0030473294,0.00026184059,0.00050170766,0.0063724895,0.00304494,0.0032096028,0.002743087,0.0015894406,0.0010724274],"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":[0.00048894546,0.00013856929,0.005508206,0.00071090984,0.00009720174,0.00022398237,0.0017908809,0.008227739,0.00091598835,0.7970771,0.037963647,0.14685686],"study_design_scores_gemma":[0.00008932234,0.00022776544,0.07953769,0.00190957,0.00018646847,0.00023179769,0.0102893105,0.001151478,0.001776591,0.15989797,0.744659,0.000043115677],"about_ca_topic_score_codex":0.017223073,"about_ca_topic_score_gemma":0.041944884,"teacher_disagreement_score":0.017223073,"about_ca_system_score_codex":0.005001639,"about_ca_system_score_gemma":0.0037831082,"threshold_uncertainty_score":0.05246854},"labels":[],"label_agreement":null},{"id":"W4417181435","doi":"10.1007/978-981-95-1822-7_17","title":"Innovative and Sustainable Housing Strategies for Addressing Affordability and Equity Challenges in Toronto","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Affordable housing; Equity (law); Sustainability; Sustainable community; Public housing; Urbanization; Social equality; Sustainable development; Environmental quality","score_opus":0.030032393650275015,"score_gpt":0.28563371507509877,"score_spread":0.2556013214248238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417181435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10873643,0.0315305,0.009801655,0.061447453,0.0010317222,0.0001437097,0.0004850214,0.00013842402,0.78668517],"genre_scores_gemma":[0.63100475,0.011454795,0.0049917866,0.00092760875,0.00009674929,0.000054246906,0.00012224972,0.000043434706,0.3513044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996563,0.000053492637,0.000009446541,0.000030957744,0.00009341852,0.00015634559],"domain_scores_gemma":[0.999848,0.00001819223,0.000011979622,0.0000074213817,0.000036825164,0.00007746197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036821893,0.0003637154,0.00014794071,0.00041656813,0.0045384876,0.0036604707,0.0007778317,0.0009445182,0.014318593],"category_scores_gemma":[0.00045974329,0.00020091335,0.00021154885,0.0011251785,0.002386493,0.0012565085,0.0020217435,0.00116344,0.00045138295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025647132,0.000024039036,0.0029258006,0.00016931548,0.000010723388,0.0004927173,0.019237207,0.002880546,0.0007147065,0.78197455,0.10639127,0.08515341],"study_design_scores_gemma":[0.000007532226,0.00003905121,0.012254836,0.00025911763,0.000018510242,0.00012440143,0.028771238,0.0025247186,0.0008705869,0.039759044,0.9153441,0.000026821463],"about_ca_topic_score_codex":0.8540026,"about_ca_topic_score_gemma":0.97214824,"teacher_disagreement_score":0.1459974,"about_ca_system_score_codex":0.037403364,"about_ca_system_score_gemma":0.03500502,"threshold_uncertainty_score":0.2937144},"labels":[],"label_agreement":null},{"id":"W4417212631","doi":"10.5430/ijba.v16n4p14","title":"Overcoming Challenges in Energy Transition: The Role of Risk Management in Achieving NZEB Standards","year":2025,"lang":"","type":"article","venue":"International Journal of Business Administration","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Istituto Nazionale di Geofisica e Vulcanologia","keywords":"Renewable energy; Sustainability; Greenhouse gas; Energy transition; Boosting (machine learning); Energy management; Process (computing); Zero-energy building","score_opus":0.010544245275987142,"score_gpt":0.2711667053870848,"score_spread":0.2606224601110977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417212631","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08545892,0.019882122,0.43247998,0.21201898,0.0014353736,0.00077054027,0.00008093191,0.00034479762,0.24752836],"genre_scores_gemma":[0.8272519,0.012089465,0.13945176,0.006238237,0.00043780316,0.00047153299,0.000068056506,0.000109608416,0.013881672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97935474,0.010294034,0.0011328271,0.0010940796,0.0069377925,0.0011865452],"domain_scores_gemma":[0.9816784,0.009983088,0.0025608754,0.0011415834,0.003422927,0.0012132297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025125857,0.0009050834,0.00068706594,0.0017266547,0.004563347,0.017754234,0.0019867725,0.0048964247,0.0022288838],"category_scores_gemma":[0.024415871,0.00039939448,0.0005980508,0.0012600475,0.012616618,0.0127285905,0.0132582765,0.006689783,0.00060838315],"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":[0.000050423485,0.00013797267,0.0045182607,0.00062260695,0.000039637118,0.0004451466,0.012547069,0.0069029215,0.0020039491,0.81355625,0.004901673,0.154274],"study_design_scores_gemma":[0.000016065258,0.00020328457,0.0046717273,0.0020484887,0.000028194443,0.00061211066,0.029510055,0.008514946,0.002477036,0.7406559,0.21111201,0.00015009132],"about_ca_topic_score_codex":0.0035561163,"about_ca_topic_score_gemma":0.004245234,"teacher_disagreement_score":0.025125857,"about_ca_system_score_codex":0.0057812743,"about_ca_system_score_gemma":0.017641,"threshold_uncertainty_score":0.13287985},"labels":[],"label_agreement":null},{"id":"W61821951","doi":"","title":"Green leases : becoming a reality","year":2010,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"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":"Lease; Commonwealth; Government (linguistics); Certificate; Efficient energy use; Statutory law; Public administration; Law; Business; Finance; Engineering; Political science; Computer science","score_opus":0.00985546302216093,"score_gpt":0.21217128123804924,"score_spread":0.20231581821588832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61821951","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06299498,0.02593218,0.009437802,0.5757929,0.004724118,0.000023281244,0.0002274752,0.00035145902,0.3205158],"genre_scores_gemma":[0.61189693,0.025540054,0.0060119242,0.14041024,0.0035545188,0.000048217593,0.0003214986,0.00050928444,0.21170731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99254566,0.0020180598,0.0002638924,0.0011560176,0.0027938033,0.0012226286],"domain_scores_gemma":[0.98710865,0.0045763254,0.0014418344,0.0016541561,0.0019191969,0.0032997746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007500262,0.00029247414,0.00034917734,0.0006470343,0.004066386,0.020695874,0.0017477477,0.01038211,0.023804765],"category_scores_gemma":[0.016290706,0.00034725608,0.00033195392,0.001558755,0.011655471,0.026067344,0.006346816,0.008450819,0.003653535],"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":[0.0000420343,0.000063986794,0.002112224,0.00012724152,0.0000061488654,0.0008502523,0.0073641925,0.00030981677,0.0010820656,0.681123,0.22398148,0.08293755],"study_design_scores_gemma":[0.0000022662466,0.000017693881,0.00077630614,0.00011809556,8.865377e-7,0.00033292107,0.006822982,0.00010477365,0.0002183435,0.039952006,0.9516326,0.000021258125],"about_ca_topic_score_codex":0.007250439,"about_ca_topic_score_gemma":0.013695577,"teacher_disagreement_score":0.023804765,"about_ca_system_score_codex":0.0044729044,"about_ca_system_score_gemma":0.0052831303,"threshold_uncertainty_score":0.079634845},"labels":[],"label_agreement":null},{"id":"W638583964","doi":"","title":"City of Vancouver National Works Yard","year":2004,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Yard; Transport engineering; Engineering; Rating system; Civil engineering; Business; Environmental planning; Geography; Environmental economics; Economics","score_opus":0.011176531521838649,"score_gpt":0.23244113269755393,"score_spread":0.22126460117571528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W638583964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053164978,0.0032169702,0.00036305859,0.0048412955,0.0010142983,0.00022916408,0.016651053,0.00023138252,0.92028767],"genre_scores_gemma":[0.08812804,0.0023061156,0.00056596426,0.00093564537,0.00007634093,0.00009989605,0.00660024,0.000074838674,0.90121293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908066,0.000046055477,0.000016710232,0.00012850217,0.00041529874,0.00031279278],"domain_scores_gemma":[0.99886924,0.000027184447,0.000025105373,0.000032709937,0.00071961584,0.00032613546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024198585,0.00050079275,0.00033444466,0.0009746955,0.009908462,0.0044581485,0.0010593145,0.0008739096,0.12264437],"category_scores_gemma":[0.0008805207,0.00034526817,0.00021491417,0.0016396396,0.00050372,0.00048186144,0.0013776473,0.0011471552,0.0178738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015719279,0.00012059036,0.025032986,0.00024121026,0.000023408338,0.00094210764,0.00087816233,0.0002443428,0.0005178594,0.004160042,0.850861,0.11682115],"study_design_scores_gemma":[0.000023889197,0.000039413833,0.071790285,0.00017214073,0.000012533595,0.00032568397,0.0037738644,0.00018239811,0.0003491373,0.00034710133,0.9229457,0.000038041995],"about_ca_topic_score_codex":0.9183216,"about_ca_topic_score_gemma":0.9821609,"teacher_disagreement_score":0.12264437,"about_ca_system_score_codex":0.010903083,"about_ca_system_score_gemma":0.023778765,"threshold_uncertainty_score":0.41028625},"labels":[],"label_agreement":null},{"id":"W6884917212","doi":"10.13140/2.1.2212.6400","title":"Determinants of Urban Sustainability: Empirical Evidence from the Study of the Cities of Quebec","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Empirical evidence; Sample (material); Empirical research; Urbanization; Government (linguistics)","score_opus":0.030864637157164573,"score_gpt":0.28656052969918144,"score_spread":0.25569589254201686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884917212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914038,0.00081277336,0.00017807474,0.0010406654,0.0000059517806,0.000024468154,0.0007464437,0.0000055485634,0.0057821805],"genre_scores_gemma":[0.99865687,0.00029952484,0.00006533505,0.000055712095,0.000002847017,0.0000089974465,0.0002173911,0.0000021124733,0.0006911993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987192,0.0004254288,0.000032387252,0.00013849547,0.00027880218,0.0004056962],"domain_scores_gemma":[0.98913133,0.0049845926,0.00148507,0.00042265418,0.0029120448,0.0010643266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014219054,0.0003145024,0.00039006487,0.0013587071,0.0029579506,0.0021544583,0.0011140343,0.0006763722,0.0038415163],"category_scores_gemma":[0.0072558154,0.00021023318,0.00039177708,0.004504989,0.0022481615,0.00071698497,0.0011615492,0.00074736495,0.0001751213],"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":[0.00009984132,0.00021071601,0.97488165,0.00008052416,0.00014228298,0.00018492485,0.00429087,0.0015572271,0.00019214477,0.0025950617,0.0024513113,0.013313351],"study_design_scores_gemma":[0.000011632541,0.000022772825,0.9881846,0.00006443744,0.00006575612,0.000017788769,0.008097349,0.0010869785,0.00007402846,0.00026607618,0.0020956646,0.000012885742],"about_ca_topic_score_codex":0.9854478,"about_ca_topic_score_gemma":0.993755,"teacher_disagreement_score":0.018906446,"about_ca_system_score_codex":0.018906446,"about_ca_system_score_gemma":0.023435496,"threshold_uncertainty_score":0.13717651},"labels":[],"label_agreement":null},{"id":"W6892130796","doi":"10.48619/ais.v6i1.1173","title":"Designing Green Architecture Building that Blend with the Nature","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Sustainability; Built environment; Government (linguistics); Environmental quality; Human settlement; Procurement; Natural resource; Sustainable development; Architecture","score_opus":0.07863002943918336,"score_gpt":0.4629391519420555,"score_spread":0.38430912250287214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892130796","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07892874,0.0030087975,0.33028284,0.0074427132,0.0007831496,0.00037254504,0.00018265778,0.0013179579,0.57768065],"genre_scores_gemma":[0.41710344,0.0042158784,0.4339941,0.0023209874,0.00014475976,0.0002765521,0.00027243,0.00085619447,0.14081572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999574,0.0001233404,0.000012087711,0.000038924907,0.00018278995,0.00006884812],"domain_scores_gemma":[0.9997744,0.0000446313,0.000021064809,0.0000420148,0.000061425475,0.000056543566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006256501,0.0003763533,0.00012887569,0.00066597294,0.0013681217,0.002161137,0.00045742537,0.0006889294,0.00826904],"category_scores_gemma":[0.0007475569,0.00022458377,0.00035733174,0.0004927649,0.00094587094,0.0019140325,0.0019140154,0.00089848106,0.0023689994],"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":[0.000055317716,0.00039896384,0.0073866136,0.0012142643,0.000057708028,0.00066321495,0.010534324,0.016192256,0.039261524,0.3667553,0.048859324,0.5086213],"study_design_scores_gemma":[0.000011393542,0.00010641062,0.0048202854,0.0002752545,0.00003669276,0.00041877662,0.0035100123,0.0050840764,0.0044890232,0.07458991,0.9066265,0.00003157062],"about_ca_topic_score_codex":0.0020722707,"about_ca_topic_score_gemma":0.012640383,"teacher_disagreement_score":0.00826904,"about_ca_system_score_codex":0.0007378859,"about_ca_system_score_gemma":0.0013779374,"threshold_uncertainty_score":0.027662694},"labels":[],"label_agreement":null},{"id":"W6903871751","doi":"10.13140/rg.2.2.30875.00805","title":"TO ZERO AND BEYOND: Zero Energy Residential Buildings Study. 2018 Inventory of residential projects on the path to zero in the U.S. and Canada","year":2019,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Zero (linguistics); Path (computing); Energy (signal processing); Zero-point energy; Zero-energy building; Control (management)","score_opus":0.008517756183245254,"score_gpt":0.21740438470974743,"score_spread":0.2088866285265022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903871751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163127,0.0006702144,0.00035246817,0.0017372983,0.000018858897,0.0001386408,0.054005012,0.000034461387,0.026730321],"genre_scores_gemma":[0.9567359,0.0016323548,0.00054262736,0.00024057998,0.000006186208,0.00007876726,0.026677014,0.000020116064,0.014066446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995615,0.000015001922,0.000012958341,0.000026082724,0.00020959067,0.00017478154],"domain_scores_gemma":[0.99861777,0.000031697873,0.000111920745,0.00003593025,0.00084272306,0.00035997148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028418232,0.00025817644,0.00026316656,0.0013431496,0.0026806935,0.001692599,0.0012776947,0.00027249785,0.0032514187],"category_scores_gemma":[0.0009558977,0.0003159898,0.00040371795,0.004651404,0.0007155628,0.00075459725,0.0020027594,0.0010536019,0.0003770316],"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":[0.00012920707,0.00017447905,0.8911911,0.00015359298,0.00006761763,0.00029830227,0.008723455,0.0010858574,0.00036987872,0.006599224,0.049338896,0.041868526],"study_design_scores_gemma":[0.0000060048033,0.000024918312,0.9603382,0.00009326699,0.000024950055,0.00003873247,0.015308912,0.00030770435,0.00022129761,0.00029583005,0.023328237,0.000012120068],"about_ca_topic_score_codex":0.9950689,"about_ca_topic_score_gemma":0.9987036,"teacher_disagreement_score":0.026070097,"about_ca_system_score_codex":0.026070097,"about_ca_system_score_gemma":0.07942695,"threshold_uncertainty_score":0.18915266},"labels":[],"label_agreement":null},{"id":"W6904980473","doi":"10.14288/1.0102489","title":"Willard Park Eco-Community","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Plan (archaeology); Sustainability; Sustainable design; Redevelopment; Resource (disambiguation); Design elements and principles; George (robot); Urban design","score_opus":0.006778356606156461,"score_gpt":0.17260308593071627,"score_spread":0.1658247293245598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904980473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026666736,0.0021682861,0.001412951,0.0010576955,0.0005840052,0.0000760751,0.0005671563,0.00070359,0.9907636],"genre_scores_gemma":[0.0038499061,0.0008226165,0.0010058796,0.00022389553,0.000030904375,0.000026004469,0.00031460114,0.0001690028,0.99355716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997384,0.000022230763,0.0000061104347,0.000072483774,0.00013292958,0.000027931635],"domain_scores_gemma":[0.99985003,0.000020884845,0.0000065461627,0.000019912652,0.000060033028,0.00004247056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018890458,0.00060944405,0.00030523134,0.00082898827,0.0027821842,0.00354728,0.00061308173,0.00094358093,0.3074549],"category_scores_gemma":[0.0005054038,0.0004189746,0.00024315936,0.00084931246,0.00043648249,0.0017716966,0.00195745,0.0014379888,0.087868445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027021479,0.000067972105,0.00052581134,0.00015410235,0.0000032277514,0.00038908707,0.0013089303,0.00013334476,0.0010341124,0.02606384,0.8065818,0.16371067],"study_design_scores_gemma":[0.0000011587697,0.0000068141517,0.0002332423,0.000022169566,5.1812464e-7,0.00010870105,0.00015820496,0.000023791938,0.000111234585,0.00046046547,0.99887174,0.000001932861],"about_ca_topic_score_codex":0.009551484,"about_ca_topic_score_gemma":0.06397718,"teacher_disagreement_score":0.99044853,"about_ca_system_score_codex":0.0010394765,"about_ca_system_score_gemma":0.0010662656,"threshold_uncertainty_score":0.98783153},"labels":[],"label_agreement":null},{"id":"W6911585096","doi":"10.5281/zenodo.14235163","title":"REHOUSE public report: REHOUSE set of indicators selected for the impact assessment","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"European Commission","keywords":"Deliverable; European union; Sustainability; Performance indicator; Context (archaeology); Demolition; Process (computing); Efficient energy use; Retrofitting; Work (physics)","score_opus":0.030744217314148184,"score_gpt":0.2893654274396428,"score_spread":0.2586212101254946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911585096","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024211643,0.00088453013,0.07684785,0.003367442,0.00066657324,0.021833004,0.5683559,0.008930549,0.29490253],"genre_scores_gemma":[0.06860961,0.0016924427,0.1350429,0.0005747969,0.0002563479,0.028010856,0.6763812,0.004551756,0.084880106],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.97851014,0.002747917,0.002045872,0.0008488816,0.014390815,0.0014563871],"domain_scores_gemma":[0.9639324,0.003569156,0.0032924032,0.0023555362,0.025652587,0.0011980295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022267403,0.002738985,0.0013455187,0.0128646735,0.0013866586,0.006324914,0.0028014318,0.0013816173,0.048674054],"category_scores_gemma":[0.033131987,0.0010073454,0.0017807836,0.009216591,0.0008366605,0.003650903,0.0054396363,0.0022119053,0.044711288],"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":[0.0007185616,0.0007222575,0.0138912825,0.006251378,0.00013345228,0.0004837112,0.0018253181,0.006604903,0.0068031275,0.018492358,0.7033865,0.24068715],"study_design_scores_gemma":[0.00018711404,0.0005224962,0.051658504,0.0022684652,0.000120538534,0.00021273649,0.0021522753,0.0020756326,0.010780159,0.005828877,0.92400205,0.00019108897],"about_ca_topic_score_codex":0.026254455,"about_ca_topic_score_gemma":0.018705502,"teacher_disagreement_score":0.048674054,"about_ca_system_score_codex":0.0073320703,"about_ca_system_score_gemma":0.02304086,"threshold_uncertainty_score":0.16283089},"labels":[],"label_agreement":null},{"id":"W6911987694","doi":"10.5281/zenodo.15178661","title":"O Impacto das Políticas de Incentivo Fiscal na Implementação de Estruturas Verdes em Propriedades Privadas","year":2025,"lang":"pt","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","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":"Cape verde; Work (physics); Sump (aquarium); Context (archaeology)","score_opus":0.028958920519051804,"score_gpt":0.29049159268174435,"score_spread":0.26153267216269255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911987694","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5709489,0.0075896857,0.012519877,0.01210384,0.0003406504,0.0007205774,0.0010024138,0.0004744474,0.39429954],"genre_scores_gemma":[0.932119,0.0023630976,0.0033385442,0.0006733777,0.00005130246,0.00016874338,0.00024023012,0.00008682993,0.060958795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531376,0.0019196335,0.00011979365,0.00032620295,0.0014642271,0.0008562601],"domain_scores_gemma":[0.9919288,0.0042686025,0.0012316934,0.00057015667,0.0009650244,0.0010357961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004602473,0.00037050966,0.00034354144,0.0010922967,0.001548239,0.005044141,0.0013830898,0.0014585819,0.016561648],"category_scores_gemma":[0.010708508,0.00045728713,0.00064047624,0.0017678746,0.002224266,0.002315591,0.003335569,0.0017594736,0.0013784684],"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":[0.0030313486,0.0021335077,0.091756895,0.00409696,0.00051088585,0.0005802078,0.00924268,0.050009876,0.0113803195,0.36699665,0.04479312,0.41546756],"study_design_scores_gemma":[0.00065322,0.003170755,0.43751875,0.0026349996,0.0007321038,0.00043359835,0.019803906,0.021687478,0.009204781,0.045853436,0.45809636,0.00021072708],"about_ca_topic_score_codex":0.04983224,"about_ca_topic_score_gemma":0.092291445,"teacher_disagreement_score":0.04983224,"about_ca_system_score_codex":0.010256615,"about_ca_system_score_gemma":0.0102216955,"threshold_uncertainty_score":0.09908432},"labels":[],"label_agreement":null},{"id":"W6912718422","doi":"10.5281/zenodo.6907567","title":"RECOMMENDATIONS FOR THE IMPLEMENTATION OF THE PRINCIPLES OF ECO-CITIES IN THE URBAN AREAS OF BISHKEK","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Investment (military); Plan (archaeology); Urban planning; Legislature; Relevance (law); Stove","score_opus":0.04363425561822729,"score_gpt":0.27169121184729855,"score_spread":0.22805695622907127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912718422","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016149364,0.038762867,0.052316546,0.42870623,0.02752955,0.010950402,0.012012737,0.0044201426,0.40915224],"genre_scores_gemma":[0.0640004,0.036744,0.22405575,0.07033014,0.0019962636,0.0095668025,0.010441385,0.0016558099,0.5812094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577457,0.0012536247,0.00051225745,0.0003252007,0.001378165,0.0007562095],"domain_scores_gemma":[0.986126,0.0017199176,0.0005424929,0.00054863276,0.008530969,0.002531955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004118127,0.0009955501,0.0006519802,0.0018101903,0.0017436591,0.003461431,0.0023029505,0.0051491237,0.038818996],"category_scores_gemma":[0.0080376575,0.00065812265,0.001296297,0.0019390013,0.0016603589,0.0035356411,0.0032438643,0.005534666,0.015007908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103149054,0.00027482706,0.0020549411,0.0027979144,0.000020184887,0.0006543778,0.0019557038,0.0019891888,0.0024226208,0.015443619,0.820892,0.15139148],"study_design_scores_gemma":[0.000034130917,0.000026435093,0.0037692,0.001631729,0.000024395478,0.00012359073,0.002305336,0.00019202185,0.0004913402,0.0023629626,0.98897773,0.00006110668],"about_ca_topic_score_codex":0.056157947,"about_ca_topic_score_gemma":0.07796225,"teacher_disagreement_score":0.056157947,"about_ca_system_score_codex":0.004252387,"about_ca_system_score_gemma":0.021087212,"threshold_uncertainty_score":0.12986243},"labels":[],"label_agreement":null},{"id":"W6923524089","doi":"10.14288/1.0442125","title":"Comparing the Carbon Impacts of Retrofit versus Redevelopment Options for the Alder Bay Housing Co-op in False Creek, Vancouver, British Columbia","year":2024,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Redevelopment; Bay; Lease; Carbon fibers; Alder; Greenhouse gas","score_opus":0.015204742017145978,"score_gpt":0.20959999429094142,"score_spread":0.19439525227379545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923524089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171174,0.00011519995,0.00011546591,0.00009038183,0.000007894471,0.00003713241,0.0003700128,0.0000064627948,0.0075455625],"genre_scores_gemma":[0.9921904,0.0001674421,0.00023934839,0.00004968363,0.000002232411,0.000020492897,0.00028940255,0.000009280686,0.007031772],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906033,0.00012787708,0.000020726142,0.000108446744,0.0003732455,0.0003093759],"domain_scores_gemma":[0.9989178,0.0001577246,0.000058336682,0.00003494966,0.0005952921,0.0002358788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592854,0.00039682892,0.00033122336,0.00059478317,0.0021176995,0.0023295537,0.0010740202,0.00049378735,0.0030868878],"category_scores_gemma":[0.001294548,0.00024082258,0.00028114114,0.0010486935,0.0007730872,0.00047057515,0.0007419594,0.00094480306,0.00034034383],"study_design_candidate":"simulation_or_modeling","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":[0.0072366726,0.0025801638,0.6902652,0.00069295446,0.0006610389,0.0033549855,0.00685848,0.050251264,0.01727734,0.0045811343,0.017390305,0.19885042],"study_design_scores_gemma":[0.00022609193,0.0014960153,0.9156414,0.0001536637,0.00022124659,0.00023990407,0.03870698,0.016736357,0.0063279374,0.00058882457,0.019544544,0.00011708305],"about_ca_topic_score_codex":0.9127588,"about_ca_topic_score_gemma":0.9851827,"teacher_disagreement_score":0.08724117,"about_ca_system_score_codex":0.016405448,"about_ca_system_score_gemma":0.009092063,"threshold_uncertainty_score":0.17550987},"labels":[],"label_agreement":null},{"id":"W6924663377","doi":"10.15468/dl.pqzfcn","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Sustainable Building Design and Assessment","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":"Download; Matching (statistics); Range (aeronautics); Alien","score_opus":0.0133837123084581,"score_gpt":0.21838218830447476,"score_spread":0.20499847599601664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924663377","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005010394,0.000028990607,0.000045870835,0.000042254567,0.000012809696,0.000006239566,0.9988851,0.00035663226,0.00057194475],"genre_scores_gemma":[0.0001554608,0.000032205913,0.00020297058,0.00004323381,0.0000032398095,0.000043146036,0.999015,0.00010023759,0.00040466024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887043,0.00016569156,0.0001496596,0.00038677437,0.00024706367,0.00018028203],"domain_scores_gemma":[0.9975345,0.00071280636,0.00022575559,0.0006579123,0.0006081506,0.0002609133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010736913,0.001965406,0.0015425229,0.0045656436,0.0010408638,0.0025637457,0.0029681611,0.0023906743,0.116719425],"category_scores_gemma":[0.006109908,0.0008604451,0.0012979815,0.008705091,0.0004831011,0.0021660908,0.0024726456,0.0021854453,0.18213621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032516193,0.000014451888,0.0004455381,0.00053705927,0.00001627956,0.000017652195,0.000024211593,0.00016807379,0.00011621797,0.00040919945,0.9967631,0.0014556127],"study_design_scores_gemma":[0.00008391685,0.000009902491,0.0021106596,0.00022057655,0.000015693447,0.00004226701,0.000085073574,0.00021666077,0.00020286655,0.00086462096,0.996128,0.000019939036],"about_ca_topic_score_codex":0.024199327,"about_ca_topic_score_gemma":0.039741553,"teacher_disagreement_score":0.8832806,"about_ca_system_score_codex":0.001689019,"about_ca_system_score_gemma":0.0023727505,"threshold_uncertainty_score":0.39046538},"labels":[],"label_agreement":null},{"id":"W6930362126","doi":"10.5281/zenodo.14235164","title":"REHOUSE public report: REHOUSE set of indicators selected for the impact assessment","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"European Commission","keywords":"Deliverable; European union; Sustainability; Performance indicator; Context (archaeology); Demolition; Process (computing); Efficient energy use; Retrofitting; Work (physics)","score_opus":0.030744217314148184,"score_gpt":0.2893654274396428,"score_spread":0.2586212101254946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930362126","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024211643,0.00088453013,0.07684785,0.003367442,0.00066657324,0.021833004,0.5683559,0.008930549,0.29490253],"genre_scores_gemma":[0.06860961,0.0016924427,0.1350429,0.0005747969,0.0002563479,0.028010856,0.6763812,0.004551756,0.084880106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97851014,0.002747917,0.002045872,0.0008488816,0.014390815,0.0014563871],"domain_scores_gemma":[0.9639324,0.003569156,0.0032924032,0.0023555362,0.025652587,0.0011980295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022267403,0.002738985,0.0013455187,0.0128646735,0.0013866586,0.006324914,0.0028014318,0.0013816173,0.048674054],"category_scores_gemma":[0.033131987,0.0010073454,0.0017807836,0.009216591,0.0008366605,0.003650903,0.0054396363,0.0022119053,0.044711288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007185616,0.0007222575,0.0138912825,0.006251378,0.00013345228,0.0004837112,0.0018253181,0.006604903,0.0068031275,0.018492358,0.7033865,0.24068715],"study_design_scores_gemma":[0.00018711404,0.0005224962,0.051658504,0.0022684652,0.000120538534,0.00021273649,0.0021522753,0.0020756326,0.010780159,0.005828877,0.92400205,0.00019108897],"about_ca_topic_score_codex":0.026254455,"about_ca_topic_score_gemma":0.018705502,"teacher_disagreement_score":0.048674054,"about_ca_system_score_codex":0.0073320703,"about_ca_system_score_gemma":0.02304086,"threshold_uncertainty_score":0.16283089},"labels":[],"label_agreement":null},{"id":"W6945109998","doi":"10.25316/ir-338","title":"Smart growth and sustainable development: Challenges, solutions and policy directions","year":2002,"lang":"en","type":"article","venue":"VIUspace","topic":"Sustainable Building Design and Assessment","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":"Smart growth; Urban sprawl; Per capita; Sustainable development; Sustainability; Land use; Urban planning; Key (lock); Green growth; Growth management","score_opus":0.01913021154258947,"score_gpt":0.21963032419967488,"score_spread":0.2005001126570854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945109998","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010219845,0.053647038,0.01280861,0.8688476,0.0012345092,0.00009635185,0.00011750126,0.00010670366,0.05292187],"genre_scores_gemma":[0.5927863,0.23986878,0.061615244,0.068330064,0.0038854335,0.0008556428,0.00035647379,0.000119541175,0.03218251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923235,0.003991426,0.0002540098,0.00061427127,0.0015746767,0.0012420134],"domain_scores_gemma":[0.98659384,0.00812941,0.00076639897,0.0005123044,0.0022867501,0.0017113995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013213399,0.0010541466,0.0012547594,0.0023675773,0.007994779,0.022467576,0.002850594,0.014789027,0.0121109],"category_scores_gemma":[0.009453232,0.00055959757,0.000687549,0.0060495688,0.019304281,0.018626116,0.010149542,0.008781766,0.0012783793],"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":[0.000051241557,0.00017354712,0.0023558207,0.0011385835,0.000030266072,0.00033771602,0.0041409316,0.0026477634,0.0003422053,0.83909917,0.039389227,0.11029362],"study_design_scores_gemma":[0.000024057961,0.000092375085,0.0015055892,0.0018366827,0.000024465104,0.00024481805,0.08119668,0.0034720197,0.00043605635,0.6338829,0.27720207,0.000082356215],"about_ca_topic_score_codex":0.026176129,"about_ca_topic_score_gemma":0.037844226,"teacher_disagreement_score":0.026176129,"about_ca_system_score_codex":0.011732005,"about_ca_system_score_gemma":0.03718197,"threshold_uncertainty_score":0.08512199},"labels":[],"label_agreement":null},{"id":"W6945502788","doi":"10.25316/ir-19887","title":"Residents ask us 'Why is the living room so cold?' A systems approach to mapping retrofit decision-making among non-profit housing stakeholders in British Columbia and Saskatchewan, Canada","year":2024,"lang":"en","type":"dissertation","venue":"VIUSpace (Vancouver Island University Library)","topic":"Sustainable Building Design and Assessment","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":"Affordable housing; Negotiation; Public housing; Process (computing); Jurisdiction; Diversity (politics); Ask price; Baseline (sea)","score_opus":0.005971726393890547,"score_gpt":0.17586656536470568,"score_spread":0.16989483897081514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945502788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92726237,0.0010006985,0.0041622235,0.005567185,0.000040477884,0.0010669725,0.0032890544,0.00007296943,0.057538055],"genre_scores_gemma":[0.98169786,0.0009859635,0.0067453757,0.00035602102,0.0000038903577,0.00031871465,0.0009663678,0.000023055027,0.008902762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982723,0.0005398996,0.000063794316,0.00015601305,0.00035428596,0.0006137049],"domain_scores_gemma":[0.99663275,0.0007762878,0.00019409739,0.00007839956,0.0017880732,0.00053035375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019148735,0.0005871374,0.00029794738,0.0036193081,0.011214038,0.0060611633,0.0016959155,0.00072681264,0.0041209655],"category_scores_gemma":[0.0034207853,0.00036775146,0.00040791323,0.008187325,0.0037697754,0.0013502288,0.002768674,0.000996434,0.00026467885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020019559,0.00028589752,0.39676186,0.00082323333,0.00016038306,0.0021720398,0.41080788,0.0061600665,0.0040425584,0.012207426,0.026417034,0.13996133],"study_design_scores_gemma":[0.000009866081,0.000040313174,0.17762801,0.00028858404,0.00003463196,0.000068576985,0.78669816,0.0031261707,0.0004972649,0.0012605236,0.030286463,0.00006140644],"about_ca_topic_score_codex":0.993929,"about_ca_topic_score_gemma":0.9975916,"teacher_disagreement_score":0.099711254,"about_ca_system_score_codex":0.099711254,"about_ca_system_score_gemma":0.10839112,"threshold_uncertainty_score":0.7234592},"labels":[],"label_agreement":null},{"id":"W6946284011","doi":"10.26207/s6e3-h815","title":"Revisiting Social Aspects of Green Buildings: Barriers, Drivers, and Benefits","year":2021,"lang":"en","type":"article","venue":"ScholarSphere (Penn State Libraries)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Sustainability; Social sustainability; Sustainable development; Social benefits; Civil society; Triple bottom line; Social impact; Social responsibility","score_opus":0.009931903366515758,"score_gpt":0.21298758212572497,"score_spread":0.2030556787592092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6946284011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.631915,0.10453746,0.011647132,0.11242479,0.0009155532,0.00027000424,0.00040069618,0.000044474076,0.13784492],"genre_scores_gemma":[0.9710368,0.024572141,0.0013035291,0.0012807656,0.00009998028,0.000048588492,0.000046238987,0.000010362653,0.0016016277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672985,0.0014178063,0.0001245051,0.00021436141,0.0010887989,0.00042472797],"domain_scores_gemma":[0.9894688,0.0066383234,0.0009608174,0.0001683101,0.0023678297,0.00039582857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049557816,0.0005989704,0.0005502499,0.0046789967,0.0025717253,0.007153378,0.0007225991,0.0010922406,0.0026497482],"category_scores_gemma":[0.0070382426,0.0002907457,0.0006832099,0.0038834822,0.006106929,0.008452658,0.004550194,0.002275288,0.00017283867],"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":[0.000055755318,0.00031250008,0.13191205,0.00673013,0.00024957533,0.0010637792,0.12288237,0.0021491381,0.0013883708,0.4193421,0.0072067827,0.3067075],"study_design_scores_gemma":[0.0000114149225,0.0001682929,0.16233845,0.0076549826,0.00041946585,0.0004605598,0.5265729,0.0023665356,0.0016758827,0.10764201,0.19058698,0.0001025584],"about_ca_topic_score_codex":0.034966547,"about_ca_topic_score_gemma":0.10648218,"teacher_disagreement_score":0.034966547,"about_ca_system_score_codex":0.008395358,"about_ca_system_score_gemma":0.015113847,"threshold_uncertainty_score":0.06952608},"labels":[],"label_agreement":null},{"id":"W6949663937","doi":"10.5281/zenodo.14234965","title":"REHOUSE public report: LEVEL(s)-based MEL framework for REHOUSE RPs and demos","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"European Commission","keywords":"Performance indicator; Scale (ratio); Domain (mathematical analysis); Work (physics); Performance measurement","score_opus":0.059681894132800596,"score_gpt":0.2694082190676385,"score_spread":0.20972632493483792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949663937","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032167751,0.0009247677,0.46325943,0.012212527,0.0011774377,0.011909609,0.054571204,0.027891468,0.42483684],"genre_scores_gemma":[0.034326278,0.0018230635,0.5995346,0.0043269875,0.0006274346,0.021965563,0.112962626,0.015020326,0.20941314],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.96758604,0.009385885,0.0032977217,0.0016824821,0.0152656725,0.002782177],"domain_scores_gemma":[0.96524715,0.008221514,0.0023490782,0.006398328,0.01585988,0.0019240921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051158026,0.002627116,0.0014891238,0.0065450855,0.0020101622,0.014930848,0.009184056,0.0065977867,0.08942685],"category_scores_gemma":[0.057081547,0.002218751,0.002852297,0.0041411472,0.0028488284,0.00899055,0.010544024,0.004922873,0.114580184],"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":[0.00026742835,0.0004299303,0.0013686331,0.0021397625,0.00004856707,0.0004222348,0.002208326,0.012773826,0.0026950436,0.27278617,0.5743158,0.13054428],"study_design_scores_gemma":[0.00005312979,0.00010054637,0.0007901476,0.0013154227,0.000017130325,0.00012235493,0.00062645006,0.0032590528,0.0015699969,0.017714556,0.9743497,0.00008146291],"about_ca_topic_score_codex":0.029044334,"about_ca_topic_score_gemma":0.016871959,"teacher_disagreement_score":0.08942685,"about_ca_system_score_codex":0.009292889,"about_ca_system_score_gemma":0.025087433,"threshold_uncertainty_score":0.29916263},"labels":[],"label_agreement":null},{"id":"W6949816420","doi":"10.5281/zenodo.3942575","title":"TO ZERO AND BEYOND: Zero Energy Residential Buildings Study. 2016 Inventory of residential projects on the path to zero in the U.S. and Canada","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","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":"Zero-energy building; Zero (linguistics); Zero-point energy; Order (exchange); Climate change; Energy (signal processing); Zero emission; Global warming; Greenhouse gas","score_opus":0.01915918342189481,"score_gpt":0.23316724971708072,"score_spread":0.2140080662951859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949816420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.571785,0.0062079155,0.00094967964,0.0032470354,0.00007590589,0.0006941657,0.3373956,0.0001568361,0.07948774],"genre_scores_gemma":[0.73136026,0.013048042,0.0018690366,0.00084477395,0.00002778695,0.00037402415,0.18291327,0.00009186881,0.06947088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929893,0.000020104957,0.000020705524,0.000030907388,0.00043749885,0.00019171363],"domain_scores_gemma":[0.998142,0.00004824572,0.000127809,0.000051737894,0.0012263217,0.000403928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045728867,0.00047619917,0.00030510072,0.0036128655,0.002950574,0.002510655,0.0011571347,0.0002709479,0.0053455248],"category_scores_gemma":[0.0012583055,0.00046182502,0.00067511736,0.0119160935,0.00056193146,0.0011094682,0.0017362349,0.0010235772,0.0011297103],"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":[0.00016290418,0.00027895055,0.68171376,0.00048075095,0.00013103732,0.00027348366,0.008231675,0.0011328716,0.000277292,0.00825302,0.18422638,0.11483785],"study_design_scores_gemma":[0.000010554972,0.00003419945,0.8617246,0.00020582583,0.00006015484,0.000096447184,0.016020777,0.00044293204,0.00027321477,0.000354634,0.12074768,0.000029000345],"about_ca_topic_score_codex":0.99304444,"about_ca_topic_score_gemma":0.9973284,"teacher_disagreement_score":0.033794932,"about_ca_system_score_codex":0.033794932,"about_ca_system_score_gemma":0.07364359,"threshold_uncertainty_score":0.24520051},"labels":[],"label_agreement":null},{"id":"W6950124960","doi":"10.5281/zenodo.3942576","title":"TO ZERO AND BEYOND: Zero Energy Residential Buildings Study. 2016 Inventory of residential projects on the path to zero in the U.S. and Canada","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","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":"Zero-energy building; Zero (linguistics); Zero-point energy; Order (exchange); Climate change; Energy (signal processing); Zero emission; Global warming; Greenhouse gas","score_opus":0.01915918342189481,"score_gpt":0.23316724971708072,"score_spread":0.2140080662951859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950124960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.571785,0.0062079155,0.00094967964,0.0032470354,0.00007590589,0.0006941657,0.3373956,0.0001568361,0.07948774],"genre_scores_gemma":[0.73136026,0.013048042,0.0018690366,0.00084477395,0.00002778695,0.00037402415,0.18291327,0.00009186881,0.06947088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929893,0.000020104957,0.000020705524,0.000030907388,0.00043749885,0.00019171363],"domain_scores_gemma":[0.998142,0.00004824572,0.000127809,0.000051737894,0.0012263217,0.000403928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045728867,0.00047619917,0.00030510072,0.0036128655,0.002950574,0.002510655,0.0011571347,0.0002709479,0.0053455248],"category_scores_gemma":[0.0012583055,0.00046182502,0.00067511736,0.0119160935,0.00056193146,0.0011094682,0.0017362349,0.0010235772,0.0011297103],"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":[0.00016290418,0.00027895055,0.68171376,0.00048075095,0.00013103732,0.00027348366,0.008231675,0.0011328716,0.000277292,0.00825302,0.18422638,0.11483785],"study_design_scores_gemma":[0.000010554972,0.00003419945,0.8617246,0.00020582583,0.00006015484,0.000096447184,0.016020777,0.00044293204,0.00027321477,0.000354634,0.12074768,0.000029000345],"about_ca_topic_score_codex":0.99304444,"about_ca_topic_score_gemma":0.9973284,"teacher_disagreement_score":0.033794932,"about_ca_system_score_codex":0.033794932,"about_ca_system_score_gemma":0.07364359,"threshold_uncertainty_score":0.24520051},"labels":[],"label_agreement":null},{"id":"W6961214772","doi":"10.14288/1.0448767","title":"Bring Back the City","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Redevelopment; Urban planning; Urban regeneration; Urban resilience; Sustainable community; Sustainable city; Sustainable development; Identity (music)","score_opus":0.006513469797889846,"score_gpt":0.17262075555952777,"score_spread":0.1661072857616379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6961214772","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049036283,0.0060946685,0.0052460195,0.12984705,0.010599261,0.00042489063,0.0012625249,0.0012129708,0.79627633],"genre_scores_gemma":[0.21034467,0.0057404586,0.0080446955,0.024076942,0.00045904878,0.00015621605,0.000999702,0.00084326783,0.74933493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852175,0.00013542554,0.000015335125,0.000114115464,0.00046951376,0.0007439106],"domain_scores_gemma":[0.99778867,0.000051018702,0.000028713075,0.00008290959,0.000572675,0.0014759752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054923,0.00077852956,0.000304751,0.00093922595,0.021905364,0.0109722745,0.0015327987,0.0026161291,0.052397452],"category_scores_gemma":[0.0021948782,0.00029520583,0.0005202167,0.0010001909,0.0038434458,0.003258281,0.007818462,0.0026194954,0.00880174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004081874,0.000071289964,0.0040343,0.00021087017,0.000015453368,0.0009686744,0.014715867,0.00028063558,0.0012549667,0.045064267,0.8125384,0.12080454],"study_design_scores_gemma":[0.000003735144,0.000011478784,0.0010778421,0.00006996403,0.000006862019,0.00008202144,0.009775702,0.000047409245,0.0002230148,0.0009956923,0.98769426,0.000012010094],"about_ca_topic_score_codex":0.82763886,"about_ca_topic_score_gemma":0.95841765,"teacher_disagreement_score":0.82763886,"about_ca_system_score_codex":0.025287524,"about_ca_system_score_gemma":0.05270067,"threshold_uncertainty_score":0.34675235},"labels":[],"label_agreement":null},{"id":"W6968281657","doi":"10.5281/zenodo.15554368","title":"SAFE HAVEN: A Self-Sustaining, High-Density Model for Rising Urban Residential and Resource Demands","year":2025,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assumption University","funders":"","keywords":"Sustenance; Resource (disambiguation); Sustainable living; Sustainable design; Sustainable development; Sustainability; Fundamental human needs; Architecture","score_opus":0.01391859488441156,"score_gpt":0.23306930805302986,"score_spread":0.2191507131686183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968281657","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05897784,0.0018817014,0.21236454,0.030445492,0.0014110808,0.0003897537,0.00084883586,0.0020859814,0.6915947],"genre_scores_gemma":[0.5885447,0.0031795097,0.120302305,0.0037278011,0.00030849266,0.00096335495,0.00090765307,0.00064522424,0.28142098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99940705,0.00016994128,0.000016299473,0.00010628733,0.0001974972,0.00010290468],"domain_scores_gemma":[0.9996234,0.000041853622,0.000022469536,0.000047500733,0.0000817785,0.00018291165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568801,0.00071759574,0.0003416292,0.00082187407,0.003334919,0.0051897326,0.0023006247,0.0017095887,0.023815],"category_scores_gemma":[0.0009443806,0.00036429023,0.00066664704,0.00095720903,0.0025193729,0.0057492186,0.0068292567,0.002056758,0.005633721],"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":[0.00007430598,0.00021702357,0.0027980607,0.00013247976,0.000017523933,0.00043442394,0.0028259035,0.0147588905,0.0010238293,0.8415902,0.067087285,0.06904004],"study_design_scores_gemma":[0.00006195565,0.00022555684,0.0011638481,0.00020269213,0.000023368588,0.0005941436,0.0038282548,0.027586011,0.0006097235,0.28360856,0.68201363,0.00008220724],"about_ca_topic_score_codex":0.008664608,"about_ca_topic_score_gemma":0.028384313,"teacher_disagreement_score":0.023815,"about_ca_system_score_codex":0.0028222033,"about_ca_system_score_gemma":0.0035594297,"threshold_uncertainty_score":0.07966912},"labels":[],"label_agreement":null},{"id":"W6968329572","doi":"10.5281/zenodo.14234964","title":"REHOUSE public report: LEVEL(s)-based MEL framework for REHOUSE RPs and demos","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"European Commission","keywords":"Performance indicator; Scale (ratio); Domain (mathematical analysis); Work (physics); Performance measurement","score_opus":0.059681894132800596,"score_gpt":0.2694082190676385,"score_spread":0.20972632493483792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968329572","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032167751,0.0009247677,0.46325943,0.012212527,0.0011774377,0.011909609,0.054571204,0.027891468,0.42483684],"genre_scores_gemma":[0.034326278,0.0018230635,0.5995346,0.0043269875,0.0006274346,0.021965563,0.112962626,0.015020326,0.20941314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96758604,0.009385885,0.0032977217,0.0016824821,0.0152656725,0.002782177],"domain_scores_gemma":[0.96524715,0.008221514,0.0023490782,0.006398328,0.01585988,0.0019240921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051158026,0.002627116,0.0014891238,0.0065450855,0.0020101622,0.014930848,0.009184056,0.0065977867,0.08942685],"category_scores_gemma":[0.057081547,0.002218751,0.002852297,0.0041411472,0.0028488284,0.00899055,0.010544024,0.004922873,0.114580184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026742835,0.0004299303,0.0013686331,0.0021397625,0.00004856707,0.0004222348,0.002208326,0.012773826,0.0026950436,0.27278617,0.5743158,0.13054428],"study_design_scores_gemma":[0.00005312979,0.00010054637,0.0007901476,0.0013154227,0.000017130325,0.00012235493,0.00062645006,0.0032590528,0.0015699969,0.017714556,0.9743497,0.00008146291],"about_ca_topic_score_codex":0.029044334,"about_ca_topic_score_gemma":0.016871959,"teacher_disagreement_score":0.08942685,"about_ca_system_score_codex":0.009292889,"about_ca_system_score_gemma":0.025087433,"threshold_uncertainty_score":0.29916263},"labels":[],"label_agreement":null},{"id":"W6969329816","doi":"10.5286/ukerc.edc.000189","title":"Building Supply Chain for Mass Refurbishment of Houses :Thermal Performance - Determining an energy modelling methodology to be used in the ETIThermal Efficiency Project (WP1)","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Retrofitting; Supply chain; Energy supply; Efficient energy use; Energy modeling; Energy performance; Stock (firearms)","score_opus":0.07540824426530117,"score_gpt":0.30484929853853643,"score_spread":0.22944105427323525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969329816","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101324074,0.0005973095,0.87337303,0.00037610132,0.000036835914,0.0004794537,0.0007107449,0.00095749146,0.022144949],"genre_scores_gemma":[0.5178303,0.0015188049,0.46404794,0.000060782593,0.000014019635,0.0007433697,0.001287585,0.0003997086,0.014097443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992818,0.00029990615,0.000041393858,0.000074193405,0.0002531902,0.000049566486],"domain_scores_gemma":[0.9992441,0.0003242024,0.000083359155,0.000075446456,0.00025736564,0.000015480688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016552577,0.00090930506,0.00060510804,0.0009940673,0.00067852956,0.0021653015,0.0010909755,0.0009355449,0.0037586512],"category_scores_gemma":[0.0018447733,0.0007255456,0.0012957095,0.001324767,0.00036881142,0.0020138132,0.0007816651,0.00083422696,0.0011282262],"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":[0.00007659019,0.00013675052,0.0032244725,0.00048063102,0.000050209586,0.00010553322,0.0006315201,0.8903196,0.004951179,0.015247833,0.0012348194,0.0835408],"study_design_scores_gemma":[0.000025178311,0.00017594612,0.0019413654,0.00013435075,0.000046892907,0.00007641785,0.00047394657,0.9711556,0.008132613,0.0052971756,0.012505145,0.00003534589],"about_ca_topic_score_codex":0.01501032,"about_ca_topic_score_gemma":0.019263906,"teacher_disagreement_score":0.01501032,"about_ca_system_score_codex":0.001964265,"about_ca_system_score_gemma":0.001562124,"threshold_uncertainty_score":0.029845893},"labels":[],"label_agreement":null},{"id":"W69843844","doi":"","title":"Green Building and the Organization of Development","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Industrial organization; Work (physics); Real estate; Business; Quarter (Canadian coin); Real estate development; Marketing; Economics; Finance; Engineering","score_opus":0.0027482791612264347,"score_gpt":0.19549674865565886,"score_spread":0.19274846949443242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W69843844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42481998,0.0043888288,0.10493163,0.008100938,0.00010647369,0.00014283005,0.00013054915,0.000086860535,0.45729187],"genre_scores_gemma":[0.9851881,0.0006361024,0.007020629,0.00012717051,0.000026443597,0.000041413987,0.000044895074,0.000014744351,0.006900561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997065,0.001479733,0.00007858586,0.00038266883,0.00030966452,0.00068444153],"domain_scores_gemma":[0.9943251,0.0020997617,0.0015147309,0.00082514266,0.00045922186,0.00077604444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023114493,0.00019508322,0.00022598897,0.0013122701,0.0022102683,0.0046431,0.0007330267,0.0010343618,0.005701132],"category_scores_gemma":[0.003706161,0.00019390674,0.00028397187,0.0020268364,0.008790565,0.003988895,0.0030979484,0.0007446134,0.0005144861],"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":[0.000028113018,0.000073150586,0.01297876,0.00007580445,0.000022057724,0.00016770416,0.003515661,0.008601479,0.0004893778,0.9322135,0.0010781473,0.04075619],"study_design_scores_gemma":[0.000032500415,0.00011054141,0.02662888,0.0001232867,0.00001607691,0.00021528994,0.0064297155,0.008839051,0.000507814,0.85426074,0.10280483,0.000031363586],"about_ca_topic_score_codex":0.0032961315,"about_ca_topic_score_gemma":0.0037638522,"teacher_disagreement_score":0.005701132,"about_ca_system_score_codex":0.003947189,"about_ca_system_score_gemma":0.0029087798,"threshold_uncertainty_score":0.028638959},"labels":[],"label_agreement":null},{"id":"W6986527678","doi":"","title":"Portrait des pratiques en bâtiment durable des gestionnaires de propriétés immobilières au Québec","year":2023,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Sustainable Building Design and Assessment","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":"Context (archaeology); Work (physics); Clientelism","score_opus":0.008817057527472544,"score_gpt":0.2147191357358535,"score_spread":0.20590207820838094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986527678","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43910763,0.026042648,0.011056301,0.04063003,0.00080360105,0.00024386588,0.0034554147,0.00015290684,0.47850752],"genre_scores_gemma":[0.8425587,0.01250736,0.00330591,0.0022849895,0.00005623558,0.00015298244,0.00051657436,0.00006742178,0.13854982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990926,0.0002686687,0.000020309682,0.00014353053,0.00028596225,0.00018895039],"domain_scores_gemma":[0.9984475,0.00035315217,0.00010022174,0.00007141027,0.00077899324,0.00024874124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011979144,0.00035726905,0.00028613626,0.001507356,0.009367808,0.0039827465,0.00093040784,0.00079198234,0.016226292],"category_scores_gemma":[0.0016431599,0.00018226926,0.0002625488,0.002635751,0.0055506174,0.0013748517,0.0012569112,0.0016340883,0.00073456625],"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":[0.00019226105,0.000102995684,0.05052901,0.0013231694,0.00008448135,0.0012518871,0.48119047,0.0027197048,0.0048652273,0.17420329,0.091347955,0.19218956],"study_design_scores_gemma":[0.0000073131882,0.000055325145,0.13377115,0.0011599656,0.00004474713,0.00019552665,0.22824922,0.0005878397,0.00071933254,0.0033484965,0.6317825,0.00007867459],"about_ca_topic_score_codex":0.97485626,"about_ca_topic_score_gemma":0.99064356,"teacher_disagreement_score":0.056311253,"about_ca_system_score_codex":0.056311253,"about_ca_system_score_gemma":0.043630462,"threshold_uncertainty_score":0.40856862},"labels":[],"label_agreement":null},{"id":"W6987819052","doi":"","title":"Urban growth management: Evaluating the European city model for residential intensification for the Guelph context","year":2006,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sustainable Building Design and Assessment","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":"Context (archaeology); Government (linguistics); Plan (archaeology); Urban planning; Sustainability; Sustainable development; City region; Urban area","score_opus":0.03100480283645987,"score_gpt":0.25516814973039287,"score_spread":0.224163346893933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987819052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93638825,0.00035190835,0.020911748,0.00074627175,0.000059958962,0.00037650115,0.0007047299,0.00016138557,0.040299185],"genre_scores_gemma":[0.9746516,0.00021583328,0.020859871,0.00008914304,0.0000113285105,0.00021699214,0.00055432686,0.00006447836,0.0033363893],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99764746,0.0017307552,0.00005212967,0.00023544634,0.00013342792,0.00020075588],"domain_scores_gemma":[0.99574935,0.002972537,0.00019675882,0.0002495823,0.0005891048,0.0002426183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004824776,0.00092846225,0.00072814856,0.0010143578,0.0009820005,0.0027333195,0.0021908518,0.0014864136,0.0030149496],"category_scores_gemma":[0.007868178,0.00043855258,0.001115051,0.0016542855,0.0011845884,0.001498065,0.0018337177,0.00084540405,0.0002300009],"study_design_candidate":"observational","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":[0.0006236563,0.0002190925,0.011718759,0.00005846304,0.0000871081,0.000093156596,0.00021774916,0.9610382,0.00013928172,0.013937256,0.0011124801,0.010754804],"study_design_scores_gemma":[0.000093074355,0.00019581107,0.003641462,0.000028334145,0.00004437169,0.000016809245,0.0005409078,0.9923167,0.0001147428,0.0017620166,0.0012251347,0.000020539002],"about_ca_topic_score_codex":0.32788673,"about_ca_topic_score_gemma":0.33193526,"teacher_disagreement_score":0.6721133,"about_ca_system_score_codex":0.01104071,"about_ca_system_score_gemma":0.004628837,"threshold_uncertainty_score":0.65195644},"labels":[],"label_agreement":null},{"id":"W6988092205","doi":"","title":"What we're hearing: Forum examines emerging trend in green construction: net zero energy home construction","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy consumption; Net (polyhedron); Energy (signal processing); Sustainability; Zero (linguistics); Renewable energy","score_opus":0.01722161961431123,"score_gpt":0.22386589560149292,"score_spread":0.20664427598718169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988092205","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033064246,0.0033765526,0.0014316924,0.67223436,0.10156664,0.00012085684,0.0004923753,0.00026504116,0.18744823],"genre_scores_gemma":[0.21287422,0.0029635252,0.0016439138,0.12252247,0.029394235,0.00016357144,0.0005413386,0.0005474437,0.62934935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689794,0.0006752946,0.00007754287,0.00021353095,0.00135841,0.0007772356],"domain_scores_gemma":[0.99064004,0.0015471075,0.00039634193,0.00028837746,0.0042916746,0.0028365476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047122464,0.00037540408,0.00033446285,0.00095375796,0.00863997,0.007609733,0.001110369,0.009563251,0.055285256],"category_scores_gemma":[0.013047388,0.0002664243,0.00040278386,0.0006681953,0.0025389644,0.0055647343,0.003426753,0.0068094465,0.006828898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006480872,0.00006978118,0.0029028573,0.00019187546,0.0000060133652,0.0006093793,0.0041048927,0.000059051745,0.000969822,0.009023947,0.94612426,0.035873298],"study_design_scores_gemma":[0.000010847739,0.000050394043,0.0071191876,0.0001970047,0.00000802238,0.00020740327,0.01518353,0.000093192095,0.00047673707,0.0020260043,0.97459066,0.000037003207],"about_ca_topic_score_codex":0.008111623,"about_ca_topic_score_gemma":0.022008805,"teacher_disagreement_score":0.055285256,"about_ca_system_score_codex":0.0022424958,"about_ca_system_score_gemma":0.005894563,"threshold_uncertainty_score":0.18494761},"labels":[],"label_agreement":null},{"id":"W6989307643","doi":"","title":"Are green buildings better buildings? New research","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Efficient energy use; Green building; Energy consumption; Energy (signal processing); Renewable energy","score_opus":0.034104680462968225,"score_gpt":0.2867267841518707,"score_spread":0.2526221036889025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989307643","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08242842,0.73005325,0.0039913678,0.121053904,0.0032918442,0.00006427568,0.0003951548,0.00004155756,0.058680188],"genre_scores_gemma":[0.4588377,0.50727147,0.0037085665,0.018532522,0.0066735423,0.000059795693,0.0002895463,0.00004992911,0.0045769364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957551,0.0017229986,0.00019892443,0.0010333689,0.00090690586,0.00038269526],"domain_scores_gemma":[0.9575686,0.032361116,0.003229158,0.0016753817,0.0042939126,0.00087189587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009511733,0.0007947293,0.0016852643,0.0017614395,0.0010006998,0.0074058278,0.0016816318,0.0028839605,0.014982188],"category_scores_gemma":[0.015996855,0.00048777479,0.0009095312,0.0043728678,0.008364432,0.015377783,0.0012671582,0.0036464545,0.0010239269],"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":[0.00092364865,0.0014799908,0.035261247,0.0071624657,0.00065246254,0.0002982585,0.004849779,0.0011408116,0.0012540667,0.16852693,0.01910526,0.75934505],"study_design_scores_gemma":[0.00024335155,0.0013339417,0.13819028,0.012313515,0.0009905084,0.0005776114,0.06887631,0.0018985714,0.0018114643,0.393146,0.38037446,0.00024407367],"about_ca_topic_score_codex":0.0086635435,"about_ca_topic_score_gemma":0.012811025,"teacher_disagreement_score":0.014982188,"about_ca_system_score_codex":0.0027977165,"about_ca_system_score_gemma":0.002451127,"threshold_uncertainty_score":0.05030346},"labels":[],"label_agreement":null},{"id":"W6989671124","doi":"","title":"Building in Canada / Weekly Building Reporter.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Sustainable Building Design and Assessment","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":"Government (linguistics); Work (physics); Key (lock); Agency (philosophy)","score_opus":0.0042099418971956425,"score_gpt":0.16827123361557075,"score_spread":0.1640612917183751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989671124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010020836,0.009388995,0.0012064179,0.024857758,0.0050996984,0.0002206032,0.105825186,0.0021566884,0.8412238],"genre_scores_gemma":[0.015923375,0.002008933,0.0006463864,0.0013228768,0.00013613782,0.00003912294,0.011451601,0.00042686998,0.9680447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860126,0.00004382932,0.000030685173,0.000065454515,0.00087900367,0.00037977716],"domain_scores_gemma":[0.9975889,0.000081372214,0.00005279411,0.000068206464,0.0016729202,0.0005359048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083782856,0.0007587073,0.00031456866,0.0025401032,0.005752614,0.0041633886,0.0010604716,0.0014222731,0.11476391],"category_scores_gemma":[0.0021431993,0.0006255932,0.00036876043,0.004872693,0.0007409408,0.0009325613,0.0015836133,0.002006755,0.025331635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025106676,0.000011893884,0.0010884838,0.000057015397,0.0000018023683,0.00007032824,0.0002460704,0.00007435713,0.000118831194,0.0020419187,0.97395974,0.02230452],"study_design_scores_gemma":[0.0000022466618,0.000004870659,0.006852533,0.000045870398,0.0000022852057,0.000017749244,0.00082380674,0.000057223177,0.00019113578,0.00009850384,0.9918928,0.000010926995],"about_ca_topic_score_codex":0.981964,"about_ca_topic_score_gemma":0.99586356,"teacher_disagreement_score":0.11476391,"about_ca_system_score_codex":0.0279013,"about_ca_system_score_gemma":0.058449775,"threshold_uncertainty_score":0.38392353},"labels":[],"label_agreement":null},{"id":"W6991472597","doi":"","title":"Hannon Armstrong Sustainable Infrastructure Capital : Announces Third Quarter 2020 Results and Declares Dividend","year":2020,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Dividend; Capital (architecture); Quarter (Canadian coin); Capital expenditure; Sustainability","score_opus":0.003955970752672771,"score_gpt":0.20142163538237098,"score_spread":0.19746566462969822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991472597","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004975808,0.0023051105,0.001604802,0.1560444,0.049157754,0.00016678286,0.004621285,0.0016140433,0.77951],"genre_scores_gemma":[0.0073158755,0.00045485105,0.00023280688,0.009994654,0.0007337539,0.000036759702,0.00066207576,0.00018698104,0.9803823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982016,0.000105454405,0.000029935505,0.00014194082,0.0010600135,0.00046095793],"domain_scores_gemma":[0.9982343,0.00020517624,0.00005867655,0.0000871314,0.00055001664,0.0008647136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043735,0.0008405305,0.00051147066,0.00074154726,0.0023269188,0.007850699,0.001016769,0.0077751307,0.12280146],"category_scores_gemma":[0.005277385,0.0003914185,0.00054164854,0.0005318487,0.00073647243,0.0033716576,0.0021056843,0.006010486,0.057170257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004215279,0.000021613883,0.000097918295,0.000009124008,0.0000017797138,0.000032962645,0.000009470906,0.00005400481,0.00012507779,0.0055002775,0.9867237,0.0073818252],"study_design_scores_gemma":[0.000027734144,0.00003289926,0.000598396,0.000035898593,0.0000036647266,0.000020424985,0.00008941957,0.00029581648,0.00031816782,0.0032223205,0.99533916,0.000016125921],"about_ca_topic_score_codex":0.022399375,"about_ca_topic_score_gemma":0.04933199,"teacher_disagreement_score":0.12280146,"about_ca_system_score_codex":0.0032534823,"about_ca_system_score_gemma":0.008431483,"threshold_uncertainty_score":0.41081178},"labels":[],"label_agreement":null},{"id":"W6992883860","doi":"","title":"Media Advisory: Some of the Most Innovative Canadian Green Building Technology to Be Showcased in","year":2011,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Work (physics); Green building; Sustainability; Focus (optics); Government (linguistics)","score_opus":0.013901326707474975,"score_gpt":0.23361200183637698,"score_spread":0.219710675128902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992883860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007554523,0.0034115377,0.0012775108,0.07162514,0.012165258,0.00030206438,0.0040959036,0.00057767145,0.8989904],"genre_scores_gemma":[0.016148634,0.0012473546,0.0006963849,0.0042693387,0.0007200229,0.00003240444,0.00081485166,0.00012931958,0.97594166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980872,0.00008913444,0.000017417682,0.000076425335,0.0013152862,0.00041445735],"domain_scores_gemma":[0.9976368,0.00016421336,0.00003250967,0.00006445306,0.001580756,0.0005212706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017178081,0.0008021856,0.0002148228,0.0013252868,0.009976767,0.0057115722,0.0012083079,0.004736513,0.096235655],"category_scores_gemma":[0.0025756068,0.00025929516,0.00053873454,0.0015809761,0.0012514795,0.001460865,0.0014540054,0.0029504013,0.009786662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032472,0.000028297254,0.00038497316,0.000058883645,0.0000030129727,0.00012541542,0.0003338239,0.00008632706,0.0006117324,0.0040192553,0.9769992,0.017316706],"study_design_scores_gemma":[0.0000058497567,0.000011472519,0.0019980846,0.000029258606,0.000005017324,0.000023051489,0.0007193345,0.00008875237,0.0004466622,0.0002256924,0.9964359,0.000010893759],"about_ca_topic_score_codex":0.87441844,"about_ca_topic_score_gemma":0.96870977,"teacher_disagreement_score":0.12558156,"about_ca_system_score_codex":0.01647329,"about_ca_system_score_gemma":0.032450568,"threshold_uncertainty_score":0.32194036},"labels":[],"label_agreement":null},{"id":"W6993113107","doi":"","title":"NHICE 01 Conference Proceedings","year":2018,"lang":"en","type":"book","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Sustainable Building Design and Assessment","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":"Work (physics); Government (linguistics); Exposition (narrative)","score_opus":0.022793250545508816,"score_gpt":0.2502517408259224,"score_spread":0.22745849028041357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993113107","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042358105,0.015752794,0.00092583033,0.006946662,0.04402141,0.00012808233,0.0026100914,0.0006122967,0.9285792],"genre_scores_gemma":[0.0015527938,0.007354743,0.0005491862,0.001274556,0.0034327023,0.000103487604,0.0022462276,0.00039520673,0.98309106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798536,0.00016645835,0.00006559055,0.00015714756,0.0014762612,0.00014915227],"domain_scores_gemma":[0.99705744,0.00033793505,0.00008596376,0.00023826773,0.001664414,0.00061607524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016049884,0.0008763081,0.0006817342,0.0026135435,0.0017089938,0.007929328,0.0014959694,0.0017520023,0.35065624],"category_scores_gemma":[0.0039401483,0.0003129492,0.00056169904,0.0037821627,0.0006198127,0.0029488155,0.002658062,0.0024967778,0.24095541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009324596,0.000016867329,0.000017728029,0.000116887,0.0000010764612,0.000017549653,0.00003028704,0.000037502723,0.00007117799,0.0017099358,0.9674762,0.030495442],"study_design_scores_gemma":[8.2203996e-7,0.0000023921737,0.000043613272,0.00006301117,3.9289264e-7,0.000010582724,0.00001901752,0.000006277877,0.000028927132,0.00019570194,0.99962795,0.0000012484257],"about_ca_topic_score_codex":0.006651388,"about_ca_topic_score_gemma":0.014708001,"teacher_disagreement_score":0.35065624,"about_ca_system_score_codex":0.0046349023,"about_ca_system_score_gemma":0.0051918724,"threshold_uncertainty_score":0.92621005},"labels":[],"label_agreement":null},{"id":"W6993989564","doi":"","title":"Bigfoot Consulting","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","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":"Government (linguistics); Competitor analysis; Competition (biology); Green building; Green paper; Government Office","score_opus":0.01300156637885263,"score_gpt":0.18005020781426845,"score_spread":0.1670486414354158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993989564","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051613734,0.001843319,0.00069290464,0.004543126,0.002342782,0.00007867892,0.0017053101,0.0009278045,0.98735005],"genre_scores_gemma":[0.0015957928,0.0009275124,0.0004734849,0.00095202937,0.0001896092,0.000023587334,0.0011137018,0.00033153215,0.99439275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978967,0.00014963551,0.00009662909,0.00037760483,0.0012249048,0.00025455217],"domain_scores_gemma":[0.99663407,0.0003303848,0.00011554145,0.00035628767,0.0013519872,0.0012116431],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010785352,0.0010255509,0.0006397027,0.0025488883,0.0030984432,0.0083787935,0.0019776197,0.0035514745,0.7927076],"category_scores_gemma":[0.0035110596,0.0005767824,0.00064454717,0.0026287506,0.0008716737,0.00359565,0.0033927052,0.0025005806,0.58530325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003574,0.000056840076,0.00015433991,0.00014112411,0.0000022689503,0.00012614262,0.00007992599,0.000038950475,0.00028066096,0.007789349,0.8877581,0.103536636],"study_design_scores_gemma":[0.0000035877042,0.0000055513738,0.00014993006,0.000042889205,6.7801676e-7,0.000053958767,0.000066536646,0.00002723327,0.00005461361,0.00058139913,0.9990108,0.000002810564],"about_ca_topic_score_codex":0.008329265,"about_ca_topic_score_gemma":0.025023177,"teacher_disagreement_score":0.7927076,"about_ca_system_score_codex":0.0023945929,"about_ca_system_score_gemma":0.0062004398,"threshold_uncertainty_score":0.29567736},"labels":[],"label_agreement":null},{"id":"W6995625440","doi":"","title":"Performance of green roof systems","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Division of Ocean Sciences","keywords":"Global warming; Urban heat island; Greenhouse gas; Climate change; Metropolitan area; Air quality index; Air temperature; Green roof; Effects of global warming","score_opus":0.00850686524109291,"score_gpt":0.20973023129354304,"score_spread":0.20122336605245014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995625440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469171,0.00077038555,0.021443542,0.00022396974,0.00023163464,0.000099551595,0.0011400293,0.0014440652,0.027729597],"genre_scores_gemma":[0.99288017,0.00014585207,0.0025628991,0.00004052959,0.000014870186,0.000020953192,0.00048185652,0.00011810999,0.0037347637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990466,0.00012979149,0.000027813194,0.00016008838,0.00039041764,0.00024525836],"domain_scores_gemma":[0.99889,0.0001781359,0.00007394376,0.00021135731,0.00050744694,0.00013910094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010210619,0.00068171957,0.0005868129,0.0008207483,0.0009123594,0.001593271,0.0008804716,0.00075171207,0.014948097],"category_scores_gemma":[0.0018964886,0.00017848203,0.0004622225,0.0005167415,0.00034083868,0.0012717788,0.0010513875,0.0003155142,0.0036392116],"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":[0.0034324464,0.0010762878,0.04042087,0.0007431218,0.0002841782,0.00039014762,0.0007597899,0.31416562,0.1952151,0.008635368,0.01563477,0.41924232],"study_design_scores_gemma":[0.00021799086,0.0046964986,0.079736136,0.00012212923,0.0003348632,0.00046083354,0.0017730149,0.5453896,0.31198496,0.0065217554,0.04859269,0.00016953087],"about_ca_topic_score_codex":0.0046172272,"about_ca_topic_score_gemma":0.004036147,"teacher_disagreement_score":0.014948097,"about_ca_system_score_codex":0.001158377,"about_ca_system_score_gemma":0.00054818473,"threshold_uncertainty_score":0.05000639},"labels":[],"label_agreement":null},{"id":"W6995641574","doi":"","title":"Post-occupancy evaluation of energy and indoor environment quality in green buildings: a review","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; National Research Council Canada","keywords":"Productivity; Certification; Occupancy; Quality (philosophy); Green building; Energy (signal processing); Efficient energy use","score_opus":0.0214486714863976,"score_gpt":0.28949510040376536,"score_spread":0.26804642891736774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995641574","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003901133,0.9990502,0.000080901984,0.000089346286,0.000062683546,0.000022373602,0.0000390643,0.0000026716361,0.0002625585],"genre_scores_gemma":[0.0038659023,0.9954253,0.00031522452,0.00012529765,0.00007737797,0.00004004383,0.00005098856,0.000002374946,0.00009755901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975942,0.0008311496,0.00056868227,0.00023141904,0.00069272966,0.00008180628],"domain_scores_gemma":[0.9870837,0.009435903,0.001497779,0.0001416942,0.0016958017,0.00014508676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004266994,0.000992598,0.0027199683,0.0034263069,0.00028670454,0.00155523,0.0015490294,0.0014643534,0.0026731167],"category_scores_gemma":[0.009265396,0.00042106022,0.00229134,0.003817472,0.0007030456,0.0015504896,0.0006405144,0.0008785538,0.00046365295],"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":[0.0004189583,0.00027208243,0.0014387437,0.22442621,0.0007010733,0.00010882233,0.00026503488,0.00035039062,0.00042603145,0.0009464684,0.0062883473,0.76435786],"study_design_scores_gemma":[0.000147114,0.002014258,0.028270083,0.38859838,0.008645451,0.002504204,0.0014709176,0.0005622781,0.0024212357,0.0016693196,0.5635051,0.00019157304],"about_ca_topic_score_codex":0.0034902538,"about_ca_topic_score_gemma":0.006240393,"teacher_disagreement_score":0.004266994,"about_ca_system_score_codex":0.0011760734,"about_ca_system_score_gemma":0.0024447201,"threshold_uncertainty_score":0.022566259},"labels":[],"label_agreement":null},{"id":"W6996170077","doi":"","title":"Reducing greenhouse gases in concrete production","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Greenhouse gas; Greenhouse; Agricultural productivity; Ventilation (architecture)","score_opus":0.02337359909000711,"score_gpt":0.2260358678695723,"score_spread":0.2026622687795652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996170077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799675,0.0005303608,0.0011921624,0.0010149284,0.000028565899,0.000030974326,0.00012601835,0.000052689662,0.017056676],"genre_scores_gemma":[0.9885245,0.00030071806,0.001529605,0.00010895161,0.000004288511,0.000012182125,0.00009160141,0.000013581098,0.009414524],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991874,0.00017465831,0.000023842756,0.00008183323,0.00031285305,0.00021933464],"domain_scores_gemma":[0.99923,0.00013555262,0.00012655201,0.00006741181,0.00034301847,0.00009746028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659796,0.00032888795,0.00015744362,0.00040687108,0.0010478123,0.0011764981,0.00041537854,0.00075113564,0.0037336303],"category_scores_gemma":[0.0014744196,0.00012590543,0.00030427804,0.0005604917,0.0004888873,0.0004313261,0.0006233559,0.0004969882,0.00040721506],"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":[0.0026956515,0.000942091,0.113118835,0.0006269218,0.00026215767,0.0014964249,0.0030757484,0.05585776,0.49987128,0.015320739,0.006024982,0.30070752],"study_design_scores_gemma":[0.00023723787,0.0034808281,0.57654256,0.0002902666,0.00037580056,0.00035733817,0.007728987,0.017789247,0.25127453,0.002879193,0.13891001,0.00013399721],"about_ca_topic_score_codex":0.3424267,"about_ca_topic_score_gemma":0.5549977,"teacher_disagreement_score":0.3424267,"about_ca_system_score_codex":0.0065782634,"about_ca_system_score_gemma":0.0057002534,"threshold_uncertainty_score":0.6808671},"labels":[],"label_agreement":null},{"id":"W6996788626","doi":"","title":"Statistics in Focus: Population and social conditions. Labour Market Latest Trends\\n1st quarter 2006 data\\nEmployment rate in the EU: trend still up. 2006.17","year":2006,"lang":"en","type":"other","venue":"Archive of European Integration (AEI) (University of Pittsburgh)","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Working population; Population; Current Population Survey; Percentage point; European union; Trend analysis","score_opus":0.011944588956594214,"score_gpt":0.22173918761859104,"score_spread":0.20979459866199682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996788626","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017487772,0.0006085802,0.00022782659,0.00014861238,0.00024021689,0.00013399697,0.9870092,0.00035622696,0.00952654],"genre_scores_gemma":[0.006520803,0.0014357935,0.00087855017,0.0001645574,0.00011028428,0.00068130624,0.9757323,0.00014474809,0.0143316705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989311,0.00012325037,0.00018606221,0.00016068104,0.00044034334,0.00015853757],"domain_scores_gemma":[0.9960295,0.00047182207,0.0006303816,0.0002454052,0.0023578238,0.00026503773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013672386,0.0016310759,0.001417861,0.006190103,0.00043627387,0.0011503892,0.0016304416,0.00081700465,0.056788456],"category_scores_gemma":[0.003982718,0.0006501532,0.0008767099,0.011217354,0.00021436774,0.0010881537,0.0011654339,0.0014701945,0.043873183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009375328,0.00006785059,0.008680574,0.001185936,0.00004612663,0.000028276243,0.000109332344,0.0002379883,0.00012785732,0.0006703952,0.97392106,0.0148307765],"study_design_scores_gemma":[0.00013540154,0.0001345276,0.3087366,0.0009477713,0.00006567108,0.00013307459,0.0005060329,0.0006172891,0.00056298316,0.00043923184,0.6876695,0.000051973642],"about_ca_topic_score_codex":0.06290943,"about_ca_topic_score_gemma":0.043667667,"teacher_disagreement_score":0.06290943,"about_ca_system_score_codex":0.0014416896,"about_ca_system_score_gemma":0.002321723,"threshold_uncertainty_score":0.18997633},"labels":[],"label_agreement":null},{"id":"W6996832672","doi":"","title":"Sustainable subdivision planning and design : analysis, literature review and annotated bibliography","year":2015,"lang":"en","type":"book","venue":"WinnSpace (University of Winnipeg)","topic":"Sustainable Building Design and Assessment","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":"General partnership; Annotated bibliography; Subdivision; Urban planning; Community development; Sustainable development","score_opus":0.010827501788095112,"score_gpt":0.21524762922979024,"score_spread":0.20442012744169513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996832672","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011897624,0.909443,0.002271715,0.002632116,0.0014538566,0.00019502715,0.0019934778,0.000083741055,0.08073724],"genre_scores_gemma":[0.0063511464,0.9478406,0.005293935,0.0008368281,0.00032323977,0.00019144508,0.0026648773,0.00006784183,0.03643008],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920815,0.00014846951,0.000098824705,0.00007064717,0.00044071107,0.000033196244],"domain_scores_gemma":[0.99830484,0.0009523251,0.00010733988,0.00003760561,0.00056148024,0.000036419067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011349769,0.0007178218,0.0010492302,0.017268669,0.0011121099,0.0025470147,0.0010110014,0.00081629027,0.014872505],"category_scores_gemma":[0.003079908,0.00038402292,0.00041793624,0.0447376,0.0010676627,0.0023699033,0.0009029885,0.00063013146,0.004094481],"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":[0.00001835966,0.000041165775,0.0003742952,0.025070788,0.000028393837,0.00029656268,0.0015289729,0.001238911,0.00038127459,0.021799246,0.43188584,0.5173362],"study_design_scores_gemma":[0.0000024945432,0.000010946052,0.00117768,0.01498435,0.0000290376,0.00018158386,0.0009322152,0.00010164573,0.000101394784,0.0024941913,0.97997344,0.00001092409],"about_ca_topic_score_codex":0.023461664,"about_ca_topic_score_gemma":0.071630746,"teacher_disagreement_score":0.023461664,"about_ca_system_score_codex":0.0033280347,"about_ca_system_score_gemma":0.0068421476,"threshold_uncertainty_score":0.049753428},"labels":[],"label_agreement":null},{"id":"W6998613103","doi":"","title":"Analysis of indicators of sustainability in a residential development, case study, uptown core and Iroquois Ridge communities, town of Oakville, Ontario","year":2000,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Set (abstract data type); Relation (database); Sustainable development; Core (optical fiber); Land use","score_opus":0.013230337516179195,"score_gpt":0.23729777046046516,"score_spread":0.22406743294428597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998613103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964024,0.000057548994,0.000215591,0.000036294135,7.497233e-7,0.000040326802,0.00009914542,0.0000016810944,0.0031462247],"genre_scores_gemma":[0.99709475,0.00014327398,0.00069624983,0.0000067892297,7.1970163e-7,0.00002697201,0.00018266204,0.000002265857,0.0018463868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999191,0.00020936658,0.000041467454,0.00007388553,0.00034511506,0.00013927335],"domain_scores_gemma":[0.99849427,0.00046621516,0.00017441354,0.00005734897,0.0006879695,0.00011974664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010155921,0.00014758353,0.00019515243,0.001370099,0.0018778266,0.0011095379,0.00041657413,0.00015509724,0.00068277965],"category_scores_gemma":[0.00301326,0.00012516278,0.00012648133,0.0045727678,0.0010805993,0.00030376244,0.00058357156,0.00017942255,0.00006299106],"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":[0.00023578954,0.00018668096,0.7473213,0.00029936596,0.00004656172,0.0028944958,0.17042038,0.0029388622,0.003140319,0.006111353,0.0023505145,0.06405441],"study_design_scores_gemma":[0.0000075734592,0.00011409236,0.87014306,0.00004631618,0.000024841393,0.00021949911,0.118276745,0.0015919853,0.00094947714,0.00024144119,0.008369008,0.000016009726],"about_ca_topic_score_codex":0.85655344,"about_ca_topic_score_gemma":0.96497816,"teacher_disagreement_score":0.14344656,"about_ca_system_score_codex":0.018363843,"about_ca_system_score_gemma":0.006795636,"threshold_uncertainty_score":0.28858268},"labels":[],"label_agreement":null},{"id":"W6999076079","doi":"","title":"Canada and FCM support green infrastructure improvements in Edmonton","year":2020,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Green infrastructure; Sustainability; Field (mathematics); Government (linguistics)","score_opus":0.002969401688533281,"score_gpt":0.1854880363312331,"score_spread":0.18251863464269982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999076079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012978186,0.0028458466,0.0031842138,0.029971013,0.0027818216,0.00032276232,0.017598592,0.0016301214,0.92868733],"genre_scores_gemma":[0.018280005,0.000559662,0.0029137128,0.002437446,0.000041091127,0.000052650514,0.0034244503,0.00025012286,0.97204065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976672,0.000085977044,0.000021933107,0.000120598845,0.0011623042,0.0009420213],"domain_scores_gemma":[0.9975448,0.000098995915,0.00004953146,0.000088247936,0.0013789978,0.00083938777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018285059,0.0011401653,0.0004337483,0.0012035135,0.0042656674,0.0034628657,0.0019139232,0.0036276456,0.094251454],"category_scores_gemma":[0.0025300619,0.00055459724,0.0008574484,0.0010830361,0.00095981965,0.001228563,0.0030620438,0.0025642982,0.013522769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015347642,0.00012592917,0.0022330615,0.00018883865,0.000020880347,0.00023706553,0.00017624188,0.0017989636,0.0010170953,0.029290553,0.8916357,0.07312218],"study_design_scores_gemma":[0.000027330902,0.000020523577,0.004491558,0.000095970005,0.000008187706,0.000034639037,0.00025818782,0.0012537553,0.00068558945,0.0013296983,0.99178046,0.000014071346],"about_ca_topic_score_codex":0.9633834,"about_ca_topic_score_gemma":0.98477083,"teacher_disagreement_score":0.094251454,"about_ca_system_score_codex":0.036632705,"about_ca_system_score_gemma":0.1259631,"threshold_uncertainty_score":0.31530255},"labels":[],"label_agreement":null},{"id":"W6999256099","doi":"","title":"City of Vancouver, FortisBC working together to tackle climate change","year":2017,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Climate change; Work (physics); Field (mathematics); Government (linguistics)","score_opus":0.031586970673853985,"score_gpt":0.2720443223590315,"score_spread":0.24045735168517748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999256099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010886975,0.0014056775,0.00066197553,0.005574635,0.0010210286,0.00012697875,0.004868132,0.00029106392,0.9751635],"genre_scores_gemma":[0.012024116,0.0005843037,0.0005136457,0.00031501288,0.000026626289,0.000032325403,0.0013115953,0.000096878364,0.98509544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923074,0.00006664618,0.000012166504,0.00006305434,0.0003003588,0.0003270251],"domain_scores_gemma":[0.9980386,0.00008184187,0.00003124765,0.00005180501,0.0008967483,0.00089974864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721824,0.0006955953,0.00022595322,0.0009629068,0.00902207,0.005542916,0.0008915671,0.0018824717,0.14969848],"category_scores_gemma":[0.0017891326,0.0002714301,0.0002832645,0.0013862236,0.00064032554,0.0008922789,0.0024129935,0.0020770933,0.022499382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008148105,0.00010596437,0.005310127,0.00016347179,0.000011341446,0.0003337255,0.00076920347,0.000305093,0.00035129942,0.0067670024,0.83219063,0.1536106],"study_design_scores_gemma":[0.000005927682,0.000009991395,0.007382054,0.00008345699,0.000004086321,0.000053496788,0.0018743705,0.00010958608,0.0002770568,0.0005966761,0.98959655,0.000006741034],"about_ca_topic_score_codex":0.75937146,"about_ca_topic_score_gemma":0.95607775,"teacher_disagreement_score":0.24062854,"about_ca_system_score_codex":0.009785507,"about_ca_system_score_gemma":0.03327764,"threshold_uncertainty_score":0.5007913},"labels":[],"label_agreement":null},{"id":"W6999320427","doi":"","title":"Canadian Solar Opens New and Expanded Global Headquarters in Ontario, Canada By Investing.com","year":2025,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.005360329294573334,"score_gpt":0.19204238280925232,"score_spread":0.18668205351467898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999320427","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034024646,0.0013522755,0.0013121843,0.009690756,0.002042837,0.00018180202,0.018598853,0.0022924962,0.9611263],"genre_scores_gemma":[0.0063869846,0.00048381672,0.00059921195,0.0006968134,0.000040934723,0.00001724096,0.0029903792,0.00036050068,0.9884242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989353,0.000020609708,0.000011198498,0.00007436891,0.00070083165,0.00025769326],"domain_scores_gemma":[0.99732095,0.000047557533,0.000027202846,0.00007744663,0.0015598355,0.0009669605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006100258,0.0010602397,0.00043997503,0.0012059434,0.004832289,0.004204176,0.0008656168,0.001946595,0.3992024],"category_scores_gemma":[0.0012320692,0.0004922966,0.0007318098,0.0017570942,0.0012584283,0.0013014922,0.0017908588,0.001796215,0.13218907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042102438,0.000021288124,0.000543426,0.000057925594,0.0000055990618,0.000047575144,0.000050310984,0.0001254646,0.00047308143,0.0033641553,0.96812403,0.027144995],"study_design_scores_gemma":[0.000013042911,0.000008600792,0.0017391734,0.000022884122,0.0000032769474,0.000011538871,0.00012250197,0.00015269715,0.00023563945,0.0003304886,0.9973514,0.000008810927],"about_ca_topic_score_codex":0.953165,"about_ca_topic_score_gemma":0.9882734,"teacher_disagreement_score":0.3992024,"about_ca_system_score_codex":0.022375675,"about_ca_system_score_gemma":0.06475092,"threshold_uncertainty_score":0.8569648},"labels":[],"label_agreement":null},{"id":"W6999381547","doi":"","title":"Contemporary Trends in the Regenerative and Sustainable&#13;\\nBuilt Environment:Technical and Managerial Aspects: workshop proceedings: Novel Energy for the Regenerative Built Environment: Technical and Managerial Aspects, 3-6 March 2014, Istanbul Technical University; [and] Low Carbon Buildings and Communities in the Sustainable Built Environment, 23-25 February 2015, Istanbul Technical University","year":2015,"lang":"en","type":"book","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Istanbul Teknik Üniversitesi; Bundesministerium für Wirtschaft und Technologie; İzmir Yüksek Teknoloji Enstitüsü; Trent University; Nottingham Trent University","keywords":"Work (physics); Turkish; Sustainable energy; Sustainable development; Energy (signal processing); Foundation (evidence)","score_opus":0.012112643890866413,"score_gpt":0.20748898375613178,"score_spread":0.19537633986526537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999381547","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048145843,0.3076008,0.003450588,0.039601557,0.0042328136,0.000031638217,0.000104879495,0.00014831964,0.6400148],"genre_scores_gemma":[0.05361388,0.21996823,0.0037825282,0.006735935,0.0014263395,0.00007191756,0.000243472,0.00023290915,0.7139249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875486,0.00023422673,0.000053489064,0.00015767466,0.0006702403,0.0001296111],"domain_scores_gemma":[0.9994074,0.00025462895,0.00003471589,0.000039185226,0.00017363805,0.00009054199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013804086,0.00043512444,0.00026674962,0.0011269785,0.001768552,0.009596918,0.001282576,0.0025486895,0.01769859],"category_scores_gemma":[0.0010719539,0.00033340685,0.00023136192,0.0039617564,0.0041229404,0.0059243985,0.0018841819,0.0027490533,0.0048253303],"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":[0.000014942581,0.00004840722,0.00031722715,0.0010872515,0.0000042555903,0.00013181996,0.006110517,0.00035940448,0.0007654983,0.4726496,0.3090092,0.20950177],"study_design_scores_gemma":[8.536176e-7,0.0000061000155,0.0003928868,0.00020158851,0.000001111547,0.00007148783,0.0014857125,0.00005160579,0.00013780785,0.008180983,0.9894655,0.00000435655],"about_ca_topic_score_codex":0.0071535576,"about_ca_topic_score_gemma":0.024958702,"teacher_disagreement_score":0.01769859,"about_ca_system_score_codex":0.0076360353,"about_ca_system_score_gemma":0.0047754715,"threshold_uncertainty_score":0.059207678},"labels":[],"label_agreement":null},{"id":"W6999510091","doi":"","title":"Desarrollo y gestión de un proyecto inmobiliario corporativo sustentable enfocado a la certificación Leed","year":2016,"lang":"es","type":"dissertation","venue":"renati","topic":"Sustainable Building Design and Assessment","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":"Context (archaeology); Work (physics); Quarter (Canadian coin)","score_opus":0.010943833881489538,"score_gpt":0.2532021725153692,"score_spread":0.24225833863387966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999510091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4413231,0.0025731395,0.013952631,0.02100605,0.00054574996,0.0002667746,0.00016326399,0.00020940533,0.51995987],"genre_scores_gemma":[0.75522506,0.0036617627,0.017004687,0.0015948449,0.00017870692,0.00014107494,0.0001872452,0.000112049405,0.22189455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980965,0.0006268535,0.00006127913,0.00021099152,0.0005872933,0.00041705347],"domain_scores_gemma":[0.9976821,0.0003589059,0.0003577132,0.00024572748,0.0009138308,0.00044159175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039791786,0.0002631209,0.0002153018,0.0006247423,0.0016586998,0.004759781,0.0008600054,0.0011006026,0.0069360826],"category_scores_gemma":[0.0044781966,0.0002095104,0.0002997652,0.00059416075,0.0015532869,0.0019577025,0.0034223155,0.0015678812,0.0015395324],"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":[0.00047008795,0.0010336561,0.06649238,0.0007717368,0.0000401347,0.0012307416,0.04686748,0.0022518379,0.019003136,0.18748273,0.037169762,0.6371862],"study_design_scores_gemma":[0.0000635236,0.00071729725,0.08367493,0.0013037372,0.000063935666,0.00061222416,0.04922243,0.0023935577,0.0152466465,0.011187657,0.83545613,0.000057918594],"about_ca_topic_score_codex":0.017186323,"about_ca_topic_score_gemma":0.03943342,"teacher_disagreement_score":0.017186323,"about_ca_system_score_codex":0.0043390617,"about_ca_system_score_gemma":0.012664294,"threshold_uncertainty_score":0.034172535},"labels":[],"label_agreement":null},{"id":"W7000744924","doi":"","title":"Government of Canada Announces Nearly $500,000 to Support Green Affordable Housing in London","year":2024,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Government (linguistics); Affordable housing; Green paper; Work (physics); Public policy","score_opus":0.006531060037295008,"score_gpt":0.20842488636017312,"score_spread":0.2018938263228781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000744924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008927682,0.0018944114,0.0010746787,0.039453004,0.007183695,0.00058503787,0.015902685,0.0017484488,0.9232304],"genre_scores_gemma":[0.004810392,0.00027116257,0.00024720022,0.0026128392,0.00014524795,0.000037503407,0.0015057971,0.00013398936,0.990236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981406,0.000058865968,0.000026862177,0.000067733316,0.0010855878,0.0006203203],"domain_scores_gemma":[0.9970637,0.0001339949,0.000046870053,0.00008204233,0.0010982123,0.0015751745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010628955,0.0010614474,0.00041353132,0.0013181876,0.004919125,0.004662803,0.0014670814,0.0078076953,0.18977349],"category_scores_gemma":[0.0024007645,0.00065348385,0.0011387527,0.0011378309,0.0013203733,0.0011939427,0.0020387531,0.0034693617,0.064069875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037039023,0.00004022362,0.00049459905,0.000039593328,0.0000044980125,0.00006835603,0.00003563435,0.00008472311,0.00020357092,0.0024202454,0.9879138,0.008657749],"study_design_scores_gemma":[0.000042858715,0.000023546534,0.003940722,0.000029571087,0.000004481198,0.000017856699,0.0002169464,0.00023299336,0.00015854361,0.00025521146,0.9950612,0.000016024696],"about_ca_topic_score_codex":0.9061197,"about_ca_topic_score_gemma":0.9746928,"teacher_disagreement_score":0.18977349,"about_ca_system_score_codex":0.014833808,"about_ca_system_score_gemma":0.04605962,"threshold_uncertainty_score":0.6348555},"labels":[],"label_agreement":null},{"id":"W7000789186","doi":"","title":"The greenest apartments in Canada are among its most affordable","year":2017,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Apartment; Work (physics); Government (linguistics); Clothing","score_opus":0.007697973261109538,"score_gpt":0.20273184544113163,"score_spread":0.19503387218002208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000789186","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023282308,0.0016016677,0.0027593088,0.004361115,0.00039233695,0.00022166976,0.01840776,0.00092775375,0.948046],"genre_scores_gemma":[0.07460412,0.0022358669,0.0039162217,0.0010237219,0.000051081,0.00006767934,0.008307114,0.0003796056,0.90941465],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998104,0.000038584836,0.000019452644,0.00006772716,0.001176628,0.0005936709],"domain_scores_gemma":[0.99730456,0.00008505636,0.000059412723,0.00007244985,0.00187292,0.0006055187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005826637,0.0006683561,0.0003153891,0.0022352342,0.0067673377,0.004193382,0.0013518404,0.0010768663,0.07993941],"category_scores_gemma":[0.002373333,0.00036302465,0.00063014583,0.0030787971,0.0011220098,0.0009968946,0.0018111642,0.0016012113,0.00928428],"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":[0.00008525854,0.00013249277,0.010396552,0.00027697394,0.000020911764,0.00019817837,0.00070913305,0.0014198888,0.0007828657,0.082359396,0.69872224,0.2048961],"study_design_scores_gemma":[0.0000089142295,0.00001334687,0.023053491,0.00013554281,0.000010221013,0.0000666701,0.0011536283,0.0007324633,0.0005814778,0.002254498,0.9719651,0.000024597677],"about_ca_topic_score_codex":0.9871862,"about_ca_topic_score_gemma":0.9976417,"teacher_disagreement_score":0.07993941,"about_ca_system_score_codex":0.039424386,"about_ca_system_score_gemma":0.11281331,"threshold_uncertainty_score":0.2860453},"labels":[],"label_agreement":null},{"id":"W7006260292","doi":"","title":"SUSTAINABILITY ASSESSMENT IN URBAN PLANNING. A CHALLENGE FOR A METHODOLOGICAL CONSTRUCTION: MONTREAL AS CASE STUDY","year":2014,"lang":"en","type":"article","venue":"Revistes Científiques de la University of Barcelona (University of Barcelona)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Urban sustainability; Government (linguistics); Context (archaeology); Work (physics)","score_opus":0.02342636329015513,"score_gpt":0.28980619361734844,"score_spread":0.2663798303271933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006260292","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3282325,0.03859483,0.08850192,0.13049614,0.00077617285,0.002404548,0.0016736212,0.00034739127,0.4089729],"genre_scores_gemma":[0.9165082,0.0066532684,0.05288431,0.0017043415,0.0000886144,0.00051074754,0.00018310147,0.00008334235,0.021384133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9948723,0.003342344,0.00010058431,0.0002291594,0.000924096,0.00053155486],"domain_scores_gemma":[0.9962347,0.0018916545,0.00018662943,0.00018014858,0.0011196582,0.0003872824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007361904,0.00058718387,0.00046613903,0.0024554692,0.005094397,0.0075146416,0.002453958,0.0012902182,0.0033428718],"category_scores_gemma":[0.008783201,0.00029593057,0.00039445562,0.006176878,0.006577254,0.0020044032,0.0028860234,0.0013706295,0.00015957271],"study_design_candidate":"qualitative","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":[0.00015775778,0.00041767416,0.028868739,0.0012434564,0.00017071972,0.0014109066,0.023435256,0.03295616,0.002066287,0.5590581,0.038248412,0.31196648],"study_design_scores_gemma":[0.00016353511,0.0005046878,0.08401792,0.0025100457,0.00033785152,0.0006960431,0.16091025,0.031187423,0.0040232707,0.14848132,0.5667908,0.00037680505],"about_ca_topic_score_codex":0.901811,"about_ca_topic_score_gemma":0.96821916,"teacher_disagreement_score":0.098189,"about_ca_system_score_codex":0.05982695,"about_ca_system_score_gemma":0.058353696,"threshold_uncertainty_score":0.43407696},"labels":[],"label_agreement":null},{"id":"W7006462521","doi":"","title":"Terra View Homes Named Recipient of the 2020 ENERGY STAR® Canada Builder of the Year Award","year":2020,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Energy (signal processing); Field (mathematics); Work (physics); Government (linguistics)","score_opus":0.004549112722209273,"score_gpt":0.18207873260603935,"score_spread":0.17752961988383006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006462521","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014698497,0.0011026538,0.0015142453,0.03178487,0.02482318,0.00016566558,0.0028720028,0.0009554074,0.93531203],"genre_scores_gemma":[0.002006361,0.00024578438,0.00027754536,0.0011088704,0.00013516138,0.000009464341,0.00048541414,0.00012156678,0.9956098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984091,0.00004595298,0.000015740128,0.000102744096,0.0011029327,0.00032355852],"domain_scores_gemma":[0.9965431,0.000036526613,0.000026992075,0.000060686085,0.0017227326,0.0016100468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012712599,0.0006696446,0.00049314107,0.0008170308,0.003899265,0.0059514362,0.000992379,0.002715893,0.29981002],"category_scores_gemma":[0.0018332656,0.00034034075,0.00052693195,0.00060920423,0.0007460276,0.0013014085,0.002248657,0.0031451895,0.15235932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000121793455,0.000016756938,0.00009019347,0.000008046978,0.0000011898433,0.000020259584,0.000009407808,0.000036148936,0.00010548577,0.0023882033,0.9882237,0.009088388],"study_design_scores_gemma":[0.000005224802,0.0000103965185,0.00032246407,0.000010482957,0.0000015496357,0.000017799115,0.000058185215,0.00010990545,0.000095826785,0.00024141125,0.99912256,0.0000042284664],"about_ca_topic_score_codex":0.27638105,"about_ca_topic_score_gemma":0.67145383,"teacher_disagreement_score":0.723619,"about_ca_system_score_codex":0.0056622755,"about_ca_system_score_gemma":0.027598768,"threshold_uncertainty_score":0.998736},"labels":[],"label_agreement":null},{"id":"W7007984810","doi":"","title":"Analyse par indicateurs du développement durable des 171 plus grandes villes canadiennes","year":2024,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Sustainable Building Design and Assessment","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":"Population; Urban environment; Context (archaeology)","score_opus":0.009107811477747455,"score_gpt":0.19844920670774363,"score_spread":0.18934139522999618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007984810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898879,0.00034482437,0.00060789386,0.00008282266,0.0000071900604,0.000031065818,0.0023463543,0.00002304146,0.006668883],"genre_scores_gemma":[0.98952174,0.00040719885,0.0013474732,0.00001939329,0.0000050126496,0.00006262369,0.002935925,0.000012749203,0.005687994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928766,0.00015292138,0.0000358556,0.00014579369,0.00019857271,0.00017922842],"domain_scores_gemma":[0.997678,0.0007747957,0.00034583663,0.0001530862,0.0008051339,0.00024314504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010782024,0.00044593433,0.0003661156,0.0031934148,0.0009657421,0.0021458361,0.0005503194,0.00032842642,0.0048489952],"category_scores_gemma":[0.0028954644,0.0002271774,0.0005466163,0.007446127,0.00060943124,0.0007883106,0.0014750903,0.00043360319,0.00058246293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015259712,0.0000422683,0.93891865,0.00022756905,0.00019237981,0.00021111126,0.015957803,0.0014280933,0.002102564,0.0020341023,0.0010263412,0.037706535],"study_design_scores_gemma":[0.0000014777758,0.00005703036,0.97265947,0.00003356231,0.000037233018,0.000048374317,0.01890674,0.00034177594,0.00037815512,0.000108973196,0.0074086753,0.00001872008],"about_ca_topic_score_codex":0.21486436,"about_ca_topic_score_gemma":0.39524034,"teacher_disagreement_score":0.7851356,"about_ca_system_score_codex":0.003080236,"about_ca_system_score_gemma":0.0020191234,"threshold_uncertainty_score":0.42722744},"labels":[],"label_agreement":null},{"id":"W7008360810","doi":"","title":"Bringing together building and health scientists","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Public health; Work (physics); Government (linguistics); Agency (philosophy)","score_opus":0.014392787810057555,"score_gpt":0.2746636844130667,"score_spread":0.26027089660300917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008360810","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056233145,0.019432867,0.0055859904,0.89700466,0.041838642,0.00008291277,0.000101346,0.00015210644,0.030178258],"genre_scores_gemma":[0.13175528,0.02517794,0.016822664,0.576524,0.03367899,0.00025465098,0.00039228456,0.00027614832,0.21511807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97398484,0.008854659,0.0010991767,0.0024175777,0.007547884,0.006095933],"domain_scores_gemma":[0.937949,0.008994829,0.0020005223,0.005264865,0.018310241,0.027480466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034279704,0.0017629621,0.0013036937,0.0023501944,0.008533101,0.015692826,0.0023856086,0.016312582,0.033980824],"category_scores_gemma":[0.024905918,0.0008146181,0.0016580446,0.0016589408,0.0073603014,0.012003222,0.028025763,0.016400278,0.0078289565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002256463,0.00051398703,0.0043847905,0.0012429948,0.00018918887,0.00090510986,0.009340928,0.00058665837,0.00835231,0.052543726,0.667775,0.2539397],"study_design_scores_gemma":[0.000022790346,0.000071633964,0.0012128046,0.00030977066,0.000035159224,0.00012921575,0.0048514367,0.00010095045,0.00054130226,0.009409922,0.9832835,0.00003144744],"about_ca_topic_score_codex":0.013137577,"about_ca_topic_score_gemma":0.033567805,"teacher_disagreement_score":0.034279704,"about_ca_system_score_codex":0.007399903,"about_ca_system_score_gemma":0.038230907,"threshold_uncertainty_score":0.18129057},"labels":[],"label_agreement":null},{"id":"W7008646313","doi":"","title":"Comment valoriser le bâtiment durable en immobilier commercial selon la perspective de l'investisseur?","year":2021,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Sustainable Building Design and Assessment","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":"Christian ministry; Process dynamics; Formicoidea","score_opus":0.0049632425418057995,"score_gpt":0.18743669915238795,"score_spread":0.18247345661058215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008646313","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062013447,0.03401449,0.036577553,0.23413065,0.0033909006,0.0000596322,0.00033480904,0.00017841025,0.6293001],"genre_scores_gemma":[0.65790474,0.029656801,0.011725633,0.015572554,0.0016766187,0.00010548858,0.00023053023,0.00027997541,0.28284758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777114,0.0006114379,0.00007017089,0.0004511286,0.00062667,0.00046946696],"domain_scores_gemma":[0.99787843,0.00060998055,0.00023626006,0.00019700245,0.0006799032,0.0003983664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031135695,0.0007201061,0.00039924658,0.0011128708,0.003064008,0.01414575,0.0015487818,0.0050177374,0.022043338],"category_scores_gemma":[0.0048483447,0.00032420212,0.00060361595,0.0011818745,0.006926095,0.013905622,0.002904976,0.005972053,0.0032824727],"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":[0.000024390012,0.00001646508,0.0007553887,0.00010821986,0.000011089842,0.00018203478,0.0022991325,0.0003914335,0.00053060235,0.96879166,0.010753838,0.016135758],"study_design_scores_gemma":[0.00001819897,0.00008105663,0.002842128,0.0009888675,0.000034404675,0.0004662476,0.0096314335,0.001115966,0.0013829436,0.26689842,0.716481,0.000059421913],"about_ca_topic_score_codex":0.017529339,"about_ca_topic_score_gemma":0.020776633,"teacher_disagreement_score":0.022043338,"about_ca_system_score_codex":0.0068753297,"about_ca_system_score_gemma":0.0058506653,"threshold_uncertainty_score":0.07374233},"labels":[],"label_agreement":null},{"id":"W7008716563","doi":"","title":"City of Vancouver, FortisBC working together to tackle climate change","year":2017,"lang":"es","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Climate change; Work (physics); Field (mathematics); Government (linguistics)","score_opus":0.035074809145604686,"score_gpt":0.2840339831691522,"score_spread":0.2489591740235475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008716563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019090908,0.0017571731,0.00083609397,0.0078113195,0.0011211223,0.00013140333,0.0051008607,0.00033898448,0.9638121],"genre_scores_gemma":[0.019226713,0.00073323917,0.0005941334,0.0003610853,0.000035818593,0.000033145207,0.0014068569,0.000098276745,0.97751075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928975,0.00006203185,0.000011586495,0.00005980755,0.0002806546,0.00029619382],"domain_scores_gemma":[0.99810886,0.000089347945,0.000035670208,0.000050780625,0.00083973823,0.0008755557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063157326,0.00068066234,0.00020073564,0.00091766316,0.007790202,0.0052905153,0.0007968715,0.0017074205,0.12315079],"category_scores_gemma":[0.0016948952,0.00025807973,0.00026873,0.0013663729,0.00065335433,0.00087528164,0.002249253,0.0019849355,0.015796367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001131105,0.00012924786,0.007864946,0.00019320879,0.000015863974,0.00042987935,0.0010686597,0.0004124056,0.00050054316,0.008870386,0.77226174,0.20814006],"study_design_scores_gemma":[0.0000070726987,0.000013386037,0.010693578,0.00008418456,0.00000507331,0.00006133026,0.0023054192,0.0001422341,0.00035436943,0.0007175338,0.9856086,0.0000072635157],"about_ca_topic_score_codex":0.72223896,"about_ca_topic_score_gemma":0.94424975,"teacher_disagreement_score":0.27776104,"about_ca_system_score_codex":0.009526593,"about_ca_system_score_gemma":0.030323943,"threshold_uncertainty_score":0.55879366},"labels":[],"label_agreement":null},{"id":"W7009850877","doi":"","title":"An exploratory study of the green office practices in landscape architecture firms","year":2009,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Situated; Exploratory research; Sample (material); Position (finance); Qualitative research; Sustainable development; Sustainability reporting","score_opus":0.014021066166053694,"score_gpt":0.23883679950006967,"score_spread":0.22481573333401597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009850877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973043,0.00008263669,0.00014100812,0.00027141641,0.0000038416088,0.000036421658,0.000017508231,0.0000014417179,0.0021413802],"genre_scores_gemma":[0.99767953,0.00026080248,0.00027791312,0.00016811411,0.000004558246,0.000043891927,0.00001907576,0.0000026047858,0.0015436747],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9961505,0.0021525056,0.00010945726,0.00020701293,0.00042249044,0.0009579578],"domain_scores_gemma":[0.9906165,0.0065152156,0.0010143019,0.00017080895,0.00053370855,0.001149524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041246363,0.00021401136,0.00035064228,0.0012669524,0.007238401,0.00368885,0.00087883003,0.0012169969,0.0022568754],"category_scores_gemma":[0.0076981965,0.00047172152,0.00015641174,0.0021491835,0.004334656,0.0021830176,0.0020812023,0.0014594439,0.00021642455],"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":[0.00004358287,0.0002053038,0.01622732,0.00007166233,0.000002813687,0.0012604502,0.9739798,0.00004961893,0.00082016404,0.0012054682,0.00036391953,0.0057699946],"study_design_scores_gemma":[0.0000029168873,0.000072165196,0.009469928,0.000038461465,0.0000013956592,0.0001184596,0.98727554,0.0000454023,0.00010263709,0.00008207319,0.0027861113,0.000004846751],"about_ca_topic_score_codex":0.027567139,"about_ca_topic_score_gemma":0.09964571,"teacher_disagreement_score":0.027567139,"about_ca_system_score_codex":0.0049234377,"about_ca_system_score_gemma":0.004938311,"threshold_uncertainty_score":0.054813385},"labels":[],"label_agreement":null},{"id":"W7010192374","doi":"","title":"Hannon Armstrong Sustainable Infrastructure Capital : Earnings Presentation First Quarter 2024","year":2024,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Earnings; Quarter (Canadian coin); Capital (architecture); Presentation (obstetrics); Capital expenditure","score_opus":0.002999876496197231,"score_gpt":0.21321862779488507,"score_spread":0.21021875129868783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010192374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034963656,0.002508729,0.0008282091,0.022738878,0.013272783,0.00016483938,0.006140364,0.00082003535,0.9500298],"genre_scores_gemma":[0.0023588457,0.00046951597,0.0000908067,0.00034000387,0.00021090673,0.000018444896,0.000572637,0.000051458333,0.99588734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950624,0.00002802295,0.0000116666515,0.00004466646,0.00028712553,0.00012229689],"domain_scores_gemma":[0.9992642,0.000054001954,0.00003478899,0.000030968804,0.00036335812,0.0002527845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006950486,0.0007547371,0.0004697821,0.0010864494,0.0013110859,0.003805776,0.0005147159,0.0021440662,0.3254949],"category_scores_gemma":[0.0019504265,0.00025487688,0.00029386132,0.0007783211,0.0002498316,0.0014362357,0.0013372883,0.0015267316,0.1893767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031986332,0.000011715539,0.00008079421,0.000009819761,8.248483e-7,0.0000149156685,0.0000053743124,0.000060889564,0.000080076374,0.001827194,0.9802084,0.017668055],"study_design_scores_gemma":[0.000014502334,0.00002422353,0.0008916457,0.00004060618,0.000002182385,0.000015883828,0.00004939649,0.0002722664,0.00020270568,0.0014984194,0.9969797,0.000008483227],"about_ca_topic_score_codex":0.013315685,"about_ca_topic_score_gemma":0.031204224,"teacher_disagreement_score":0.3254949,"about_ca_system_score_codex":0.0015961044,"about_ca_system_score_gemma":0.0035334374,"threshold_uncertainty_score":0.9620997},"labels":[],"label_agreement":null},{"id":"W7013165691","doi":"","title":"Green building","year":2010,"lang":"en","type":"article","venue":"MOspace Institutional Repository (University of Missouri)","topic":"Sustainable Building Design and Assessment","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":"IBM; Quarter (Canadian coin); Energy (signal processing); Green building; Energy conservation; Efficient energy use","score_opus":0.005660495276501227,"score_gpt":0.18359163490774413,"score_spread":0.1779311396312429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013165691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002044307,0.004834377,0.009920827,0.011442572,0.0023805045,0.000060964394,0.00039465708,0.0008925471,0.9680293],"genre_scores_gemma":[0.0749904,0.010659549,0.016022135,0.008212346,0.0005491442,0.00009953347,0.0006966946,0.00073011155,0.8880401],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892527,0.00015441244,0.000020414705,0.00011774177,0.00062645203,0.00015574407],"domain_scores_gemma":[0.99950266,0.00004399004,0.000017759146,0.00013728724,0.00019780129,0.00010049725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007464183,0.0006472662,0.00028621373,0.0008361373,0.0023189334,0.0039869784,0.00093991164,0.0016156875,0.10065136],"category_scores_gemma":[0.0012072887,0.00021481664,0.0004049022,0.0009921456,0.0016337514,0.002336296,0.0042633777,0.0017236277,0.034655444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002230058,0.000048973932,0.00039565004,0.00027267967,0.000010394824,0.00010033037,0.0007185495,0.0004857919,0.0017804201,0.32459185,0.4669246,0.20464844],"study_design_scores_gemma":[7.653093e-7,0.0000050113235,0.00010645645,0.000053247903,0.0000012555173,0.0000310414,0.0001284121,0.000039413768,0.00034354834,0.009521238,0.98976666,0.0000030509725],"about_ca_topic_score_codex":0.004172899,"about_ca_topic_score_gemma":0.010995563,"teacher_disagreement_score":0.10065136,"about_ca_system_score_codex":0.0020209788,"about_ca_system_score_gemma":0.0026692573,"threshold_uncertainty_score":0.3367123},"labels":[],"label_agreement":null},{"id":"W7015033390","doi":"","title":"Research matters - post-occupancy evaluation of green buildings","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada; Public Works and Government Services Canada; National Research Council Canada; BC Hydro","keywords":"Green building; Sustainable design; Efficient energy use; Energy (signal processing); Scheme (mathematics); Environmental design; Energy consumption","score_opus":0.03466097496491225,"score_gpt":0.33740663632492474,"score_spread":0.30274566136001246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015033390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92104197,0.0015787258,0.007387089,0.0014262756,0.0006768845,0.0013702323,0.0023781178,0.0001980704,0.0639427],"genre_scores_gemma":[0.98374087,0.00039214612,0.0044573518,0.000214914,0.00013045715,0.00035575507,0.0009014902,0.000048641785,0.009758487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9897842,0.005627056,0.0005425134,0.0005183051,0.0030922256,0.00043570416],"domain_scores_gemma":[0.9736162,0.0098027615,0.003219761,0.0022865701,0.009408865,0.0016658846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0079815965,0.00049357367,0.0006461134,0.00066558656,0.00062817545,0.0018901457,0.001036101,0.00081074296,0.016429788],"category_scores_gemma":[0.026668575,0.00017256745,0.0008634642,0.0007363829,0.0005217228,0.0018147919,0.0006300939,0.00056855014,0.003200268],"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":[0.0102926,0.009283331,0.30782545,0.0022829154,0.00070237473,0.00018021933,0.0026746932,0.0049299453,0.006701228,0.0044604526,0.011156722,0.63951015],"study_design_scores_gemma":[0.00085004285,0.05297673,0.79017097,0.00080610416,0.0010964782,0.00065753533,0.012339093,0.015155813,0.03663248,0.005592575,0.08342012,0.00030210213],"about_ca_topic_score_codex":0.0033145768,"about_ca_topic_score_gemma":0.008783682,"teacher_disagreement_score":0.016429788,"about_ca_system_score_codex":0.0013893188,"about_ca_system_score_gemma":0.0013409543,"threshold_uncertainty_score":0.054963112},"labels":[],"label_agreement":null},{"id":"W7015396936","doi":"","title":"Sustainable Design Of A Residential- Mixed Use Mid-Rise In The Junction Triangle Neighbourhood","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","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":"Rainwater harvesting; Built environment; Architecture; Urban design; Sustainable development; Sustainable design; Global warming; Building design; Sustainability; Efficient energy use","score_opus":0.012823285648876854,"score_gpt":0.20368064904308844,"score_spread":0.19085736339421158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015396936","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33067146,0.00063805375,0.2537607,0.0016812803,0.00028295597,0.0004815732,0.0002978802,0.0006966251,0.41148955],"genre_scores_gemma":[0.79256076,0.000385264,0.111830115,0.00014218104,0.000014335256,0.00023204187,0.00017628791,0.00025648737,0.09440259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993687,0.0002340774,0.00001696675,0.00007551431,0.00022148037,0.00008325562],"domain_scores_gemma":[0.9998259,0.000020126725,0.0000072798857,0.000035236764,0.00005612179,0.000055366003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050686393,0.00028191094,0.00021072508,0.00038925488,0.001981269,0.003039972,0.0014024036,0.000884638,0.011317734],"category_scores_gemma":[0.00062519737,0.00027299166,0.00039748562,0.0003944831,0.0015113925,0.0010095326,0.002390075,0.0006328784,0.0019028853],"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":[0.00025663932,0.00064516836,0.00979986,0.0005705348,0.000039314244,0.003854564,0.030949898,0.1227309,0.029175224,0.5991941,0.017127581,0.18565623],"study_design_scores_gemma":[0.00008904278,0.0008682139,0.008730962,0.00032516397,0.000076377255,0.0017512349,0.040640887,0.12364914,0.010200863,0.08872681,0.7248046,0.00013668175],"about_ca_topic_score_codex":0.009070089,"about_ca_topic_score_gemma":0.040255688,"teacher_disagreement_score":0.011317734,"about_ca_system_score_codex":0.001705181,"about_ca_system_score_gemma":0.0019302333,"threshold_uncertainty_score":0.037861586},"labels":[],"label_agreement":null},{"id":"W7015458231","doi":"","title":"A Study of Social Sustainability of High-Rise Living in Kolkata, India","year":2023,"lang":"en","type":"dissertation","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Sustainable Building Design and Assessment","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":"Context (archaeology); Population; Sustainability; Social life; Casual; Government (linguistics)","score_opus":0.034578990139470044,"score_gpt":0.32994816685851375,"score_spread":0.2953691767190437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015458231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97831625,0.0006598271,0.000095028765,0.0017666375,0.000030784577,0.00007159548,0.00010748871,0.0000061711944,0.01894618],"genre_scores_gemma":[0.9963182,0.0010454855,0.00014780369,0.00044624502,0.000009132432,0.00004613635,0.00006028814,0.0000038756093,0.0019227724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990062,0.0003163911,0.000050121107,0.000076721684,0.00017545748,0.00037519593],"domain_scores_gemma":[0.9985141,0.0006454793,0.00021627487,0.00006244805,0.00019533031,0.00036638757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010100309,0.0003235216,0.00035800156,0.0020576252,0.008861817,0.0045477236,0.00096071395,0.00068237184,0.002576673],"category_scores_gemma":[0.0012786248,0.0003550312,0.00054894073,0.003436779,0.0032134647,0.0017371807,0.0032845186,0.0019607365,0.00038349576],"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":[0.00004404371,0.0005745873,0.15956259,0.00065411464,0.000071139606,0.0051962542,0.7794092,0.00033277072,0.0012635703,0.017985253,0.0046719145,0.030234577],"study_design_scores_gemma":[0.0000043912914,0.00010944538,0.20942368,0.00027365872,0.000041140338,0.000601673,0.77107704,0.0001481991,0.00016520497,0.0005154417,0.01760569,0.000034484427],"about_ca_topic_score_codex":0.1221285,"about_ca_topic_score_gemma":0.22949034,"teacher_disagreement_score":0.1221285,"about_ca_system_score_codex":0.0101642115,"about_ca_system_score_gemma":0.0118621485,"threshold_uncertainty_score":0.24283522},"labels":[],"label_agreement":null},{"id":"W7015716587","doi":"","title":"Sustainable Building Design in Norfolk: Meeting the City’s Green Initiatives – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Sustainable design; Green building; Building design; Sustainable development","score_opus":0.01073285163838577,"score_gpt":0.23511174613394448,"score_spread":0.2243788944955587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015716587","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063842155,0.027757214,0.004233145,0.058467094,0.004143603,0.00073673186,0.08311648,0.0010740757,0.75662947],"genre_scores_gemma":[0.10461797,0.009215297,0.0059464904,0.0026042243,0.00009865943,0.00017878448,0.020990552,0.00053485704,0.8558131],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974644,0.00009647345,0.00006392897,0.00009128062,0.0016290643,0.00065480964],"domain_scores_gemma":[0.9965061,0.00009419669,0.00006421739,0.00008115254,0.002523047,0.0007313333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014221531,0.0006666286,0.00032920728,0.0009990708,0.00335744,0.0039564725,0.0018101016,0.002168542,0.019546878],"category_scores_gemma":[0.0019430214,0.0006106698,0.00055336405,0.0021732852,0.0007025925,0.0010718226,0.0025481961,0.0017375447,0.0033287816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010380774,0.000090092246,0.006597944,0.000461039,0.000033916658,0.00013552853,0.0005997398,0.0017850485,0.0009221329,0.0067944718,0.91952884,0.062947415],"study_design_scores_gemma":[0.000021500115,0.000021185426,0.043636385,0.00023321946,0.000037809197,0.000050908366,0.0023868838,0.0010352747,0.0015819995,0.000563526,0.9503801,0.000051199477],"about_ca_topic_score_codex":0.9918066,"about_ca_topic_score_gemma":0.99733067,"teacher_disagreement_score":0.0515728,"about_ca_system_score_codex":0.0515728,"about_ca_system_score_gemma":0.15272883,"threshold_uncertainty_score":0.3741886},"labels":[],"label_agreement":null},{"id":"W7015835726","doi":"","title":"Türkiye’de ada ölçeğinde toplu konut projelerinin yaşam döngüsü açısından incelenmesi","year":2016,"lang":"tr","type":"article","venue":"OpenMETU (Middle East Technical University)","topic":"Sustainable Building Design and Assessment","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":"Work (physics); Quarter (Canadian coin)","score_opus":0.02503894745520434,"score_gpt":0.20728775699527943,"score_spread":0.1822488095400751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015835726","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24679375,0.0073186164,0.02816411,0.011851394,0.0016991231,0.0004517789,0.0024445658,0.0015446815,0.699732],"genre_scores_gemma":[0.7048139,0.004810574,0.023717664,0.0012669377,0.0002074722,0.00038204895,0.002423471,0.00048018442,0.26189774],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99860364,0.0002805063,0.00008695566,0.00020917568,0.00051766954,0.00030202413],"domain_scores_gemma":[0.9981858,0.0002325171,0.00016697042,0.00018434481,0.0009956382,0.00023474518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013316231,0.0010059068,0.0005123951,0.0012090466,0.003767348,0.0071808067,0.00094976166,0.0015196067,0.03996967],"category_scores_gemma":[0.002775848,0.00046057208,0.0006736144,0.0022881646,0.0015194446,0.0031538142,0.0028514306,0.0019287043,0.01461455],"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":[0.0009794494,0.0005205947,0.05762973,0.0027781448,0.0002634678,0.0039329096,0.032334518,0.004254272,0.01510886,0.10503204,0.12767017,0.64949584],"study_design_scores_gemma":[0.000048961152,0.00021387881,0.042759698,0.0006637062,0.000085963766,0.0010198061,0.023438657,0.0014260282,0.0043428754,0.008357882,0.91750723,0.00013532798],"about_ca_topic_score_codex":0.02248273,"about_ca_topic_score_gemma":0.03397147,"teacher_disagreement_score":0.03996967,"about_ca_system_score_codex":0.0029585566,"about_ca_system_score_gemma":0.0055914707,"threshold_uncertainty_score":0.13371193},"labels":[],"label_agreement":null},{"id":"W7017295973","doi":"","title":"Ajuts Next Generation EU, oportunitat vs factibilitat","year":2022,"lang":"ca","type":"other","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Line (geometry); Order (exchange)","score_opus":0.03319478746300061,"score_gpt":0.24153123041066984,"score_spread":0.20833644294766923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017295973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.231919,0.005061949,0.0010379018,0.016102673,0.0004948829,0.000059456466,0.007831334,0.00008876155,0.73740405],"genre_scores_gemma":[0.83694243,0.002938378,0.0009756013,0.002161745,0.00014193189,0.00007613458,0.003415177,0.00015739536,0.15319116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818736,0.0003239482,0.00007305219,0.00022394022,0.0005745578,0.00061722647],"domain_scores_gemma":[0.9966337,0.000982502,0.0006245121,0.00033196856,0.0009073508,0.00052004796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017607899,0.00025194616,0.0002654276,0.002809373,0.0025263026,0.008340679,0.0005844103,0.0007697153,0.05215079],"category_scores_gemma":[0.0070385295,0.00013219441,0.00030161426,0.005217076,0.0013851632,0.0033467251,0.003040401,0.0012315143,0.0036853394],"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":[0.00036418732,0.00013017502,0.22850603,0.00054816523,0.00013535957,0.0005716716,0.034282148,0.00074278837,0.00036850452,0.34427127,0.18220925,0.20787048],"study_design_scores_gemma":[0.000016527816,0.000059365215,0.2613874,0.0006730718,0.00005568492,0.00018816345,0.06647119,0.00031160226,0.00041291694,0.009294691,0.6610933,0.000036122732],"about_ca_topic_score_codex":0.14987911,"about_ca_topic_score_gemma":0.21028827,"teacher_disagreement_score":0.14987911,"about_ca_system_score_codex":0.0043366933,"about_ca_system_score_gemma":0.0034859627,"threshold_uncertainty_score":0.2980134},"labels":[],"label_agreement":null},{"id":"W7019494832","doi":"","title":"Greening our roofs: IRC seeks partners to study benefits and durability of rooftop gardens","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Greening; Sustainability; Urban greening; Durability","score_opus":0.01800608765057373,"score_gpt":0.2662779154120069,"score_spread":0.24827182776143317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019494832","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.783435,0.0013826924,0.010581945,0.011357995,0.00018261376,0.0012211851,0.0023515061,0.0004068418,0.18908024],"genre_scores_gemma":[0.8514505,0.00084717054,0.027434813,0.0014909923,0.000037798123,0.0005401829,0.0014884202,0.00026009494,0.11645004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651635,0.0008377574,0.000051921812,0.00033356596,0.0012488277,0.00101156],"domain_scores_gemma":[0.9948284,0.0008501993,0.00030359143,0.00065589324,0.0019536456,0.0014081562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065717474,0.0004020977,0.00033148238,0.00074057264,0.0041479473,0.003887716,0.001235835,0.0016541688,0.010171598],"category_scores_gemma":[0.004390885,0.00025920296,0.00048944756,0.0012359769,0.0011181574,0.0017518305,0.0029530397,0.0014830127,0.0011641785],"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":[0.0018794294,0.0036235743,0.1344141,0.0007920122,0.00014534606,0.0020100975,0.034978997,0.00634781,0.1011143,0.06810578,0.06984988,0.57673866],"study_design_scores_gemma":[0.00027990053,0.0032541754,0.23071484,0.00033325117,0.00013725496,0.00074092066,0.062572055,0.0036364123,0.03329103,0.006386809,0.65850765,0.0001456693],"about_ca_topic_score_codex":0.107005075,"about_ca_topic_score_gemma":0.27655113,"teacher_disagreement_score":0.107005075,"about_ca_system_score_codex":0.005668825,"about_ca_system_score_gemma":0.015868302,"threshold_uncertainty_score":0.21276444},"labels":[],"label_agreement":null},{"id":"W7019633803","doi":"","title":"High Rise, Low Carbon: Canada’s &amp;amp;#36;40 billion Net Zero building challenge","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Work (physics); Production (economics); Key (lock); Measure (data warehouse); Investment (military)","score_opus":0.014713930249905534,"score_gpt":0.23128912639875135,"score_spread":0.21657519614884582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019633803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060592135,0.0032280965,0.0011688955,0.3535228,0.0061940574,0.00007945594,0.0059807026,0.000597865,0.6231688],"genre_scores_gemma":[0.041566912,0.0025577375,0.0021330463,0.08114265,0.0007105291,0.000058908892,0.002282456,0.0003195165,0.86922836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678457,0.00008796206,0.000022215107,0.00010452647,0.0016602335,0.0013404447],"domain_scores_gemma":[0.99647033,0.00015951059,0.000028817858,0.0000653799,0.0013213465,0.0019544708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017274324,0.00089249224,0.00045699172,0.0011161685,0.010234266,0.0081646275,0.0020207788,0.009826185,0.066941306],"category_scores_gemma":[0.003161609,0.00045040212,0.00076031266,0.0011165102,0.0031504163,0.002418553,0.003219271,0.0074889087,0.013473225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012673435,0.000020876,0.00022621526,0.000026015834,0.0000026643995,0.000054042463,0.00008001665,0.00013002809,0.00017226643,0.02275263,0.96746796,0.009054614],"study_design_scores_gemma":[0.0000117288455,0.000008344923,0.0014289137,0.00007061617,0.000005833673,0.000025637655,0.0005879751,0.00030197843,0.00018266133,0.0069995043,0.9903566,0.000020276068],"about_ca_topic_score_codex":0.9723723,"about_ca_topic_score_gemma":0.99248004,"teacher_disagreement_score":0.066941306,"about_ca_system_score_codex":0.039962444,"about_ca_system_score_gemma":0.2337133,"threshold_uncertainty_score":0.28994918},"labels":[],"label_agreement":null},{"id":"W7021050439","doi":"","title":"Natural Resources in Urban Contexts: Actions and Evaluation Tools in Local Planning","year":2008,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Context (archaeology); Natural resource; Deconstruction (building); Natural (archaeology); Process (computing); Intervention (counseling); Social sustainability","score_opus":0.028641866960789828,"score_gpt":0.2950023082547078,"score_spread":0.26636044129391795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021050439","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13181992,0.008644619,0.45705315,0.011298798,0.00029661317,0.0054049506,0.0020668476,0.0029052699,0.38050994],"genre_scores_gemma":[0.72041965,0.0029161037,0.26149648,0.00040408268,0.00004224696,0.005240774,0.0005473032,0.0002353211,0.008698043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.973767,0.023231331,0.0007734241,0.0005855363,0.001152265,0.000490444],"domain_scores_gemma":[0.9774441,0.018833458,0.00085357047,0.0011575839,0.0009865834,0.0007246411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027140144,0.000968349,0.001078449,0.0057248757,0.0026057395,0.012370606,0.0017418566,0.0016630691,0.010800109],"category_scores_gemma":[0.02854322,0.0006855156,0.000938771,0.00801099,0.009154399,0.0141969435,0.006970697,0.0016378337,0.0011446282],"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":[0.00024136715,0.00087910355,0.010893015,0.0023753755,0.00013013346,0.00037437654,0.026940009,0.033217434,0.00045674542,0.5945934,0.009710932,0.32018805],"study_design_scores_gemma":[0.00017558315,0.0006934737,0.010134372,0.0044435146,0.00023325298,0.0003179749,0.093020126,0.08527727,0.0024984176,0.686652,0.11629755,0.00025632273],"about_ca_topic_score_codex":0.008095112,"about_ca_topic_score_gemma":0.011333565,"teacher_disagreement_score":0.027140144,"about_ca_system_score_codex":0.0073415167,"about_ca_system_score_gemma":0.005269321,"threshold_uncertainty_score":0.14353251},"labels":[],"label_agreement":null},{"id":"W7024915368","doi":"","title":"The Third Succes Factor of Renovations with Energy Ambitions","year":2016,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sustainable Building Design and Assessment","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":"GRASP; Energy (signal processing); Success factors; Sustainable development; Factor (programming language); Sustainable energy; Efficient energy use","score_opus":0.010051467552876166,"score_gpt":0.21216407683049787,"score_spread":0.2021126092776217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024915368","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39590845,0.0021314193,0.018582812,0.011823253,0.00036774116,0.0002358057,0.00029350017,0.0002438552,0.57041323],"genre_scores_gemma":[0.9740946,0.00097585,0.00252661,0.0004117079,0.000031977317,0.000062095554,0.0001079568,0.00010493391,0.02168421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99370146,0.0016794557,0.0002388453,0.00034414278,0.0028357592,0.0012003764],"domain_scores_gemma":[0.99218893,0.0028141239,0.0010115345,0.0007167514,0.0018941492,0.0013745498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045964327,0.0007153579,0.00053577,0.0016226843,0.0064464314,0.010757147,0.0010189435,0.0014624811,0.009449259],"category_scores_gemma":[0.0076731252,0.0003725015,0.0010085712,0.0016505718,0.012325101,0.005336757,0.008304638,0.0032912819,0.0009994388],"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":[0.00021010124,0.00022789075,0.07418691,0.0014305746,0.00014550608,0.0062209694,0.28157213,0.0016153682,0.0061734025,0.42918575,0.022508727,0.17652272],"study_design_scores_gemma":[0.000023681667,0.00017050834,0.08798715,0.0011625247,0.00012539567,0.0034228447,0.28826976,0.0014120946,0.009160417,0.06045599,0.5475766,0.0002330586],"about_ca_topic_score_codex":0.032908246,"about_ca_topic_score_gemma":0.055117723,"teacher_disagreement_score":0.032908246,"about_ca_system_score_codex":0.007948666,"about_ca_system_score_gemma":0.008539529,"threshold_uncertainty_score":0.06543344},"labels":[],"label_agreement":null},{"id":"W7026586305","doi":"","title":"Affordable housing providers build Canada's greenest apartments |","year":2017,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Affordable housing; Work (physics); Real estate; Government (linguistics)","score_opus":0.008254119638230105,"score_gpt":0.21831934899015365,"score_spread":0.21006522935192354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026586305","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011797123,0.0011587054,0.0011237205,0.015090845,0.00092950044,0.00022547864,0.009894077,0.00090834976,0.9588722],"genre_scores_gemma":[0.035930235,0.0006867952,0.0015270662,0.001998633,0.00007146455,0.000051738964,0.002070052,0.0003002318,0.9573638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997883,0.0000648242,0.000017977236,0.000075689226,0.001182112,0.0007763611],"domain_scores_gemma":[0.99691135,0.00010324128,0.000043959637,0.00009619108,0.0017287015,0.0011166197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010352269,0.0005682511,0.00024926863,0.0014157332,0.009396073,0.006439765,0.0013770649,0.0022206772,0.14905639],"category_scores_gemma":[0.0025476955,0.00048589308,0.0006168316,0.0013699353,0.001413441,0.0011494643,0.0025996973,0.0023919449,0.018380497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028139995,0.000055611814,0.0026670112,0.00005378488,0.000004584922,0.000061705374,0.00023760575,0.00023236654,0.00019625363,0.01663402,0.94135076,0.0384783],"study_design_scores_gemma":[0.0000123729305,0.000008365934,0.00787479,0.00007663213,0.0000044361745,0.000019887395,0.0008182607,0.00030633595,0.000312184,0.0009708398,0.9895812,0.000014686971],"about_ca_topic_score_codex":0.9806269,"about_ca_topic_score_gemma":0.9966312,"teacher_disagreement_score":0.14905639,"about_ca_system_score_codex":0.040456284,"about_ca_system_score_gemma":0.12571897,"threshold_uncertainty_score":0.49864328},"labels":[],"label_agreement":null},{"id":"W7027014305","doi":"","title":"Certifierade kontorsfastigheter i Milano: En analys av marknadsprestanda och investeringsbeteende","year":2025,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Real estate; Certification; Valuation (finance); Sustainability; Efficient energy use; Database transaction; Investment (military); Income approach","score_opus":0.01249700589938072,"score_gpt":0.2542382875107852,"score_spread":0.24174128161140448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027014305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93532854,0.0029610046,0.0018288005,0.0018560354,0.00008115694,0.000063829975,0.0010353843,0.00006909674,0.056776162],"genre_scores_gemma":[0.98266345,0.0011667357,0.0011896255,0.00007385472,0.000038615904,0.00003147803,0.00070601684,0.00005558643,0.014074619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998481,0.00040976182,0.000074234194,0.00015635848,0.0006190618,0.000259545],"domain_scores_gemma":[0.99610126,0.0018040063,0.00098828,0.00020477708,0.0004918452,0.00040975006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021599825,0.00029579576,0.00022015774,0.0019663563,0.00060579414,0.003911915,0.0003835729,0.00033118893,0.009343201],"category_scores_gemma":[0.0056959335,0.00018741748,0.00017658899,0.0022386804,0.00086935214,0.0015278747,0.0015647628,0.0005948319,0.0019464459],"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":[0.0009661414,0.0004137401,0.46595073,0.0013762394,0.00008584949,0.0050211526,0.05290479,0.007876287,0.004870396,0.041974574,0.03513242,0.38342774],"study_design_scores_gemma":[0.00003609191,0.00027272585,0.6174125,0.00086816336,0.000059823855,0.001378076,0.048397634,0.004924716,0.0053513697,0.0051972866,0.315987,0.0001145005],"about_ca_topic_score_codex":0.0116641475,"about_ca_topic_score_gemma":0.017871547,"teacher_disagreement_score":0.0116641475,"about_ca_system_score_codex":0.0028833887,"about_ca_system_score_gemma":0.0018161788,"threshold_uncertainty_score":0.03125614},"labels":[],"label_agreement":null},{"id":"W7027148967","doi":"","title":"Avaliação de objetivos de sustentabilidade: estudo de caso de duas instituições educacionais","year":2012,"lang":"pt","type":"dissertation","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"Natural Resources Canada; National Institute of Standards and Technology","keywords":"Context (archaeology); Process (computing); Order (exchange)","score_opus":0.011087902815404628,"score_gpt":0.25161529560372153,"score_spread":0.24052739278831692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027148967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96354675,0.0006181038,0.0029107535,0.0018632021,0.000028608589,0.0001673337,0.00014486165,0.0000689583,0.03065151],"genre_scores_gemma":[0.99537176,0.0002797393,0.0011796394,0.00008301378,0.0000052723685,0.00005954619,0.00003868881,0.000009898541,0.0029724808],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99181354,0.0038770211,0.000511407,0.0009617969,0.0015636925,0.0012726788],"domain_scores_gemma":[0.9751404,0.010652045,0.0041447906,0.0026652445,0.0046206648,0.0027768922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007192089,0.00041003877,0.000531666,0.0028314511,0.005278874,0.008201718,0.001658137,0.0014152054,0.005844251],"category_scores_gemma":[0.022687135,0.00046781852,0.00048304582,0.004640641,0.005205433,0.0036451658,0.007171879,0.0014777973,0.000795557],"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":[0.00013256523,0.00035820785,0.2791941,0.0008597386,0.00006616082,0.0015873829,0.5645022,0.0010482904,0.0032271682,0.031939387,0.0026234142,0.11446141],"study_design_scores_gemma":[0.000017667182,0.00029234527,0.2775807,0.000572152,0.0000746387,0.0007793139,0.6534413,0.0011193206,0.0022200225,0.0057610935,0.058067825,0.000073578514],"about_ca_topic_score_codex":0.032681853,"about_ca_topic_score_gemma":0.050330125,"teacher_disagreement_score":0.032681853,"about_ca_system_score_codex":0.006148855,"about_ca_system_score_gemma":0.013523858,"threshold_uncertainty_score":0.06498325},"labels":[],"label_agreement":null},{"id":"W7027301688","doi":"","title":"ClimateMaster Units Help Two Ontario University Building Projects Achieve LEED® Certification","year":2011,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Certification; Process (computing); Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.039401110867917005,"score_gpt":0.22600678806739374,"score_spread":0.18660567719947674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027301688","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061806113,0.00014857172,0.0027214692,0.005594879,0.0004577235,0.00057942764,0.0011647525,0.0017507257,0.9257763],"genre_scores_gemma":[0.08019222,0.00007212513,0.0022593895,0.00040317693,0.000023321421,0.00007361784,0.0006160365,0.00028276208,0.9160772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975867,0.00017352897,0.00003336745,0.00013726513,0.0012017073,0.00086736766],"domain_scores_gemma":[0.99388325,0.00021474673,0.00011380612,0.00039170487,0.0030012769,0.0023952832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025678105,0.00050660264,0.00019485047,0.00089309074,0.007138516,0.0027961843,0.0013149976,0.0016891789,0.18178989],"category_scores_gemma":[0.0040439637,0.00048252725,0.00039831633,0.00068756734,0.0010168076,0.0012403836,0.0028974048,0.0012304191,0.029458161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003212862,0.0006387087,0.024255801,0.00011883748,0.000010350287,0.0005136262,0.004037345,0.00083486043,0.0061314427,0.012335837,0.72995585,0.22084613],"study_design_scores_gemma":[0.00007326995,0.0001536609,0.062419027,0.00005001935,0.000006903825,0.00008951916,0.0040858183,0.00061390665,0.0029239429,0.00067224423,0.9288817,0.000030028314],"about_ca_topic_score_codex":0.47687483,"about_ca_topic_score_gemma":0.89676905,"teacher_disagreement_score":0.5231252,"about_ca_system_score_codex":0.012724128,"about_ca_system_score_gemma":0.03919156,"threshold_uncertainty_score":0.9481982},"labels":[],"label_agreement":null},{"id":"W7028120677","doi":"","title":"ECO GREEN HOUSING TECHNOLOGIES TALK –&#13;\\nSTRENGTHENS THE KNOWLEDGE AND SKILLS OF&#13;\\nSTUDENTS","year":2015,"lang":"en","type":"article","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Sustainable Building Design and Assessment","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":"Multinational corporation; Joint venture; Joint (building); Emerging technologies","score_opus":0.009989259102012852,"score_gpt":0.21091070981973303,"score_spread":0.2009214507177202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028120677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05114737,0.0064005745,0.0046336656,0.10288987,0.026087385,0.00033913314,0.0017035966,0.0006293553,0.80616903],"genre_scores_gemma":[0.057974078,0.0013946688,0.000961279,0.0037517105,0.00089652854,0.00008399378,0.00041599947,0.00015345064,0.93436825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994294,0.00010262365,0.000012138728,0.000069580165,0.00021924803,0.00016697097],"domain_scores_gemma":[0.9989397,0.00015936374,0.000026663967,0.000032961514,0.00028516824,0.00055610464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018704793,0.00032002083,0.00015787478,0.00046684738,0.002108935,0.002379037,0.00035077234,0.0011896442,0.1011363],"category_scores_gemma":[0.0009804948,0.0002903698,0.00018524482,0.00024848655,0.0008364939,0.0017050073,0.0019983144,0.0015453913,0.017724017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014184255,0.00016544123,0.0019795352,0.00011571565,0.0000051466345,0.00014929929,0.002534183,0.00018921912,0.0035095462,0.008078702,0.9067776,0.076353624],"study_design_scores_gemma":[0.000003028863,0.000055057215,0.003052149,0.000044750446,0.0000015965296,0.00003706473,0.0018590842,0.0000804049,0.0013944149,0.0004324801,0.993032,0.000007912923],"about_ca_topic_score_codex":0.0059145726,"about_ca_topic_score_gemma":0.028127462,"teacher_disagreement_score":0.1011363,"about_ca_system_score_codex":0.0017070799,"about_ca_system_score_gemma":0.0022187636,"threshold_uncertainty_score":0.33833462},"labels":[],"label_agreement":null},{"id":"W7028317383","doi":"","title":"Facilities Quarterly, Summer 2003","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Sustainable Building Design and Assessment","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":"Service (business); Block (permutation group theory); Work (physics); Quarter (Canadian coin)","score_opus":0.007796713290362869,"score_gpt":0.22055460206265876,"score_spread":0.2127578887722959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028317383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014458878,0.021780513,0.00036417536,0.02901808,0.017291976,0.00008503897,0.013686708,0.00092803093,0.91539943],"genre_scores_gemma":[0.0035508964,0.0036690002,0.0001536389,0.0022666352,0.0009208291,0.000038583854,0.002534045,0.00009411653,0.98677236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989624,0.00008469774,0.00007183942,0.000112139955,0.000607994,0.00016090997],"domain_scores_gemma":[0.9979824,0.0001768145,0.000095962925,0.00014453245,0.0013219194,0.00027831717],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010684091,0.00096900796,0.0006664473,0.00377797,0.003570205,0.006327171,0.0014641797,0.0027112244,0.3028285],"category_scores_gemma":[0.004593373,0.0006723445,0.000398781,0.0054800725,0.0005346304,0.0029165568,0.0013934193,0.001971645,0.2018762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007749093,0.000012994812,0.00012381567,0.0000227805,5.981302e-7,0.000009652265,0.000033360215,0.000010014299,0.000014069889,0.0004373005,0.98625284,0.013074787],"study_design_scores_gemma":[0.0000037207626,0.0000067965834,0.0011947338,0.000093876304,0.0000018164635,0.000019587018,0.00012597044,0.000011614336,0.000015530497,0.00013300538,0.9983909,0.0000025632614],"about_ca_topic_score_codex":0.10234173,"about_ca_topic_score_gemma":0.23855627,"teacher_disagreement_score":0.3028285,"about_ca_system_score_codex":0.0046741692,"about_ca_system_score_gemma":0.006894041,"threshold_uncertainty_score":0.99443054},"labels":[],"label_agreement":null},{"id":"W7035900196","doi":"","title":"Assessing One of Canada’s ‘Greenest’ Office Buildings","year":2022,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Work (physics); Data collection; Quality (philosophy); Government (linguistics)","score_opus":0.012134400093931545,"score_gpt":0.225734306851961,"score_spread":0.21359990675802945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035900196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47072095,0.0016541473,0.006538057,0.006805152,0.00019821987,0.00045560036,0.017492281,0.00075484015,0.4953806],"genre_scores_gemma":[0.79158133,0.0011880554,0.015055707,0.0011820075,0.000024053568,0.00009889982,0.008995202,0.0002872296,0.18158755],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971529,0.0001412117,0.000030209905,0.000109070315,0.0018666452,0.00069997495],"domain_scores_gemma":[0.9961054,0.00013034079,0.000062430096,0.0000981519,0.002962782,0.0006408645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011328646,0.0007251958,0.00028156603,0.0019132912,0.0056086,0.004382403,0.00121817,0.0010754603,0.007214008],"category_scores_gemma":[0.0025410797,0.00036712026,0.0005529839,0.0023126793,0.0009955178,0.0008677139,0.0013540895,0.0012116868,0.0009993094],"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":[0.000894604,0.00074993266,0.1614172,0.0005895955,0.00025222675,0.0006693259,0.004406199,0.02028451,0.007991642,0.0600958,0.2910284,0.4516206],"study_design_scores_gemma":[0.00007554152,0.00030342338,0.35541132,0.00032307568,0.00014613148,0.00018224484,0.015403069,0.0179735,0.009117663,0.0040226923,0.59684914,0.00019222622],"about_ca_topic_score_codex":0.995076,"about_ca_topic_score_gemma":0.99898726,"teacher_disagreement_score":0.060351595,"about_ca_system_score_codex":0.060351595,"about_ca_system_score_gemma":0.10067208,"threshold_uncertainty_score":0.4378835},"labels":[],"label_agreement":null},{"id":"W7036775713","doi":"","title":"Climate Adaptation in Copenhagen : a study on how climate change is managed in the physical enviroment in the Århusgade Quarter and the Climate Quarter","year":2025,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Sustainable Building Design and Assessment","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":"Quarter (Canadian coin); Climate change; Adaptation (eye); Climate change adaptation","score_opus":0.023881988612763045,"score_gpt":0.27890098496197924,"score_spread":0.2550189963492162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036775713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99688345,0.00019467666,0.000095333045,0.000094117575,0.000011315354,0.000024426809,0.0002982457,0.0000022319787,0.0023963002],"genre_scores_gemma":[0.9952276,0.00024676317,0.00018719441,0.0000447445,0.0000030138476,0.000035383127,0.0003120801,0.000006082644,0.0039372332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998938,0.0002995098,0.00006376834,0.00018032691,0.00015292547,0.0003654771],"domain_scores_gemma":[0.9989932,0.00023464799,0.0002031174,0.000079386555,0.00014240484,0.00034715008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013967827,0.00023318696,0.00047488164,0.0005411247,0.0020480189,0.0022625,0.00058324705,0.00060931104,0.0035572385],"category_scores_gemma":[0.0021657734,0.00037352135,0.00057837996,0.001312207,0.0010483919,0.0009749087,0.0020711843,0.00086290913,0.00042248188],"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":[0.00079754513,0.00076484313,0.75076765,0.00034994437,0.00021658024,0.00086187915,0.212723,0.0012389903,0.002392615,0.0025374182,0.0026293215,0.024720168],"study_design_scores_gemma":[0.0000068665104,0.00019116007,0.8738803,0.00005343532,0.000026857722,0.00003949313,0.11840366,0.00016070617,0.00027282035,0.000107439395,0.006831781,0.000025371308],"about_ca_topic_score_codex":0.230773,"about_ca_topic_score_gemma":0.3872004,"teacher_disagreement_score":0.230773,"about_ca_system_score_codex":0.005911893,"about_ca_system_score_gemma":0.0044049723,"threshold_uncertainty_score":0.4588595},"labels":[],"label_agreement":null},{"id":"W7037043200","doi":"","title":"Development of eco-efficient and sustainable urban infrastructure in Asia and Latin America: eco-efficiency and sustainable infrastructure in the United States and Canada","year":2014,"lang":"en","type":"other","venue":"RePEc: Research Papers in Economics","topic":"Sustainable Building Design and Assessment","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":"Promotion (chess); Sustainability; Latin Americans; Enforcement; Sustainable development; Urban sustainability; Urban infrastructure","score_opus":0.004801544374036711,"score_gpt":0.22479820966839426,"score_spread":0.21999666529435755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037043200","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57046705,0.013995302,0.00082534255,0.012184071,0.00011101576,0.00013751682,0.0017825104,0.00008177643,0.40041545],"genre_scores_gemma":[0.9419015,0.013908152,0.0008907951,0.0005071245,0.000012639293,0.000030458503,0.00065713964,0.000028095035,0.04206402],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936205,0.000042559277,0.000013993211,0.000030460042,0.00020730752,0.00034365497],"domain_scores_gemma":[0.9991161,0.00005218531,0.00005109179,0.0000206112,0.00052822084,0.0002317964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042064456,0.0003489662,0.00020610014,0.0020484603,0.004315528,0.0034761208,0.0008531884,0.0004327117,0.0034735517],"category_scores_gemma":[0.0011736572,0.00013868438,0.00029553982,0.0052279886,0.001298282,0.0008877749,0.0019360974,0.0007348011,0.00015268022],"study_design_candidate":"not_applicable","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":[0.00024920827,0.00051341596,0.36252925,0.0010919921,0.00017425248,0.0020938783,0.027208334,0.00895454,0.0021552069,0.19434139,0.07394757,0.3267409],"study_design_scores_gemma":[0.00006124481,0.0000633173,0.52264667,0.0006397398,0.00015423294,0.00046318758,0.11330508,0.004720742,0.0028138058,0.006070105,0.34893987,0.00012200178],"about_ca_topic_score_codex":0.99439776,"about_ca_topic_score_gemma":0.9981949,"teacher_disagreement_score":0.04810383,"about_ca_system_score_codex":0.04810383,"about_ca_system_score_gemma":0.0859672,"threshold_uncertainty_score":0.34901935},"labels":[],"label_agreement":null},{"id":"W7037540744","doi":"","title":"The Economies of Space Making a Case for Sustainable Urban Development","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Corporation; Real estate; Incentive; Sustainable development; Stakeholder; Urban planning; Space (punctuation); Real estate development","score_opus":0.011679561986651918,"score_gpt":0.2372260247208231,"score_spread":0.22554646273417117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037540744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09372639,0.0063817813,0.005369296,0.11336409,0.00038647148,0.000052658204,0.000055280136,0.000028055196,0.78063595],"genre_scores_gemma":[0.9403137,0.0029191973,0.0019252596,0.002330871,0.00006964856,0.00003303469,0.000018184843,0.00003177563,0.052358396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976199,0.0012141465,0.000027420627,0.0001687033,0.0003216651,0.00064808317],"domain_scores_gemma":[0.99865,0.00047368056,0.0000931606,0.00014185718,0.00019329539,0.00044796776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029724666,0.00044265774,0.0002734608,0.00076759886,0.009840565,0.011466029,0.0010792983,0.0026139615,0.007844539],"category_scores_gemma":[0.0026031395,0.00028859434,0.00032526863,0.0010440293,0.05046907,0.007935561,0.009648559,0.0031438922,0.0005882294],"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":[0.000009624415,0.0000072795506,0.0005302343,0.00004283602,0.000003115883,0.0005203656,0.031020137,0.0006100135,0.00017205425,0.95208246,0.009193815,0.005808127],"study_design_scores_gemma":[0.000009510565,0.000016805527,0.001757399,0.00025620178,0.000009218378,0.00033964548,0.12159932,0.0004826118,0.0003610575,0.25602484,0.61911386,0.000029530504],"about_ca_topic_score_codex":0.18091209,"about_ca_topic_score_gemma":0.38224027,"teacher_disagreement_score":0.18091209,"about_ca_system_score_codex":0.023436401,"about_ca_system_score_gemma":0.017998558,"threshold_uncertainty_score":0.35971808},"labels":[],"label_agreement":null},{"id":"W7040134653","doi":"","title":"New tech partnership accelerates adoption of LEED-certified green buildings in Canada","year":2020,"lang":"de","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"General partnership; High tech; Sustainability; Work (physics); Investment (military)","score_opus":0.024000263542987673,"score_gpt":0.23427385123097835,"score_spread":0.21027358768799068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040134653","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28279307,0.0016722686,0.007552274,0.083373524,0.0014857424,0.0010084815,0.008870094,0.0019120304,0.6113325],"genre_scores_gemma":[0.48442385,0.0015121554,0.008652727,0.012325255,0.00009022967,0.0001440548,0.0043950197,0.0003462573,0.48811048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959502,0.00016361196,0.000052974166,0.00015595206,0.002097159,0.001580067],"domain_scores_gemma":[0.9899032,0.0003747098,0.0001540172,0.00025175643,0.005263135,0.0040531536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002619118,0.00030856332,0.00019335102,0.0011729196,0.0057103783,0.004424606,0.0018947653,0.0020343484,0.021937616],"category_scores_gemma":[0.0048148315,0.00037869115,0.0006369687,0.0011488239,0.0013496437,0.0009393637,0.0029592193,0.0023029558,0.0020394574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004094928,0.001216131,0.07064393,0.00035438815,0.000055821318,0.0011377821,0.0030889849,0.0048360582,0.007734731,0.060044978,0.54627746,0.3042003],"study_design_scores_gemma":[0.00008073235,0.0001543365,0.15548934,0.000176933,0.000023588838,0.00012300965,0.004718006,0.004301785,0.0027340238,0.0016666596,0.83044606,0.00008551075],"about_ca_topic_score_codex":0.9918773,"about_ca_topic_score_gemma":0.99765414,"teacher_disagreement_score":0.070906974,"about_ca_system_score_codex":0.070906974,"about_ca_system_score_gemma":0.27917874,"threshold_uncertainty_score":0.51446855},"labels":[],"label_agreement":null},{"id":"W7042149236","doi":"","title":"Oasis Eco Group Unveils New “Net Zero Energy Homes” for Chilliwack, BC’s Home Owners.","year":2011,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Group (periodic table); Energy (signal processing); Work (physics); Sustainability; Energy independence; Energy consumption","score_opus":0.010993905994989525,"score_gpt":0.2099532489067141,"score_spread":0.19895934291172457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042149236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005452063,0.00052490487,0.0027004383,0.003088405,0.0007132312,0.00013706778,0.00224509,0.0007871047,0.98435175],"genre_scores_gemma":[0.008241385,0.00039973189,0.0015987118,0.00030443005,0.000033470016,0.000025169022,0.001162618,0.0002583063,0.98797613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990596,0.00005045018,0.000016262215,0.000048014957,0.0006546252,0.00017088332],"domain_scores_gemma":[0.9986895,0.00007969356,0.000021233047,0.00007711843,0.0008513383,0.00028116332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076997216,0.0005971868,0.00022098003,0.0010135473,0.0031598331,0.0035864215,0.00064224616,0.0014211709,0.17535974],"category_scores_gemma":[0.0014844297,0.0003917235,0.00030660827,0.0012125942,0.0005067098,0.0011304914,0.0012714136,0.0019912168,0.043310847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052874104,0.00010721573,0.0013467637,0.00011390623,0.0000041979733,0.00013157872,0.00022845957,0.00024221625,0.0016683734,0.0131763825,0.8721942,0.11073391],"study_design_scores_gemma":[0.0000052044697,0.000013714973,0.0020727576,0.000022949383,0.0000026387147,0.000054220392,0.00021414272,0.00018358589,0.0005809573,0.0004497597,0.9963941,0.0000060661646],"about_ca_topic_score_codex":0.2342549,"about_ca_topic_score_gemma":0.70286113,"teacher_disagreement_score":0.7657451,"about_ca_system_score_codex":0.0034966117,"about_ca_system_score_gemma":0.008078302,"threshold_uncertainty_score":0.5866368},"labels":[],"label_agreement":null},{"id":"W7043662770","doi":"","title":"Sustainable urban infrastructure research in Canada","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban sustainability; Sustainability; Urban planning; Government (linguistics); Sustainable development; Urban infrastructure","score_opus":0.01097334264053971,"score_gpt":0.25330869051664257,"score_spread":0.24233534787610286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043662770","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18929778,0.081791595,0.0072073913,0.14187862,0.0020379229,0.00035272847,0.015641399,0.000692503,0.56110007],"genre_scores_gemma":[0.45546523,0.03751401,0.007998994,0.0029720913,0.00016599798,0.000119994904,0.0040896377,0.00024415253,0.49142984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974974,0.00021103285,0.00008046762,0.00021540206,0.0012658976,0.00072973233],"domain_scores_gemma":[0.99553525,0.00035522957,0.00013072016,0.000119508644,0.003122957,0.0007364147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018736655,0.0006022924,0.0006322438,0.0049694735,0.008647595,0.0071478733,0.0012574346,0.001159903,0.015960673],"category_scores_gemma":[0.0033800835,0.00069131685,0.0006269182,0.009797896,0.0020888478,0.001957179,0.0020706356,0.0015883363,0.0010460932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00022661067,0.00023252414,0.033591982,0.0009883591,0.0001451584,0.0006015994,0.0054242434,0.009079132,0.001899316,0.38368377,0.24686658,0.31726065],"study_design_scores_gemma":[0.00004431619,0.00004938805,0.06617497,0.0006664196,0.00006458295,0.00009211692,0.006768148,0.0047854874,0.0014846799,0.0118073,0.9079715,0.000091120775],"about_ca_topic_score_codex":0.9981516,"about_ca_topic_score_gemma":0.99919385,"teacher_disagreement_score":0.80813175,"about_ca_system_score_codex":0.19186826,"about_ca_system_score_gemma":0.42385596,"threshold_uncertainty_score":0.93731827},"labels":[],"label_agreement":null},{"id":"W7043712268","doi":"","title":"Sustainable Home Renovations Take Center Stage in Toronto","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Center (category theory); Stage (stratigraphy); Work (physics); Government (linguistics); Sustainability","score_opus":0.009644253957603868,"score_gpt":0.2526742176367347,"score_spread":0.24302996367913082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043712268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033597335,0.0040831408,0.0011284192,0.013955848,0.0014886172,0.00016549311,0.0058949473,0.00060087093,0.9390854],"genre_scores_gemma":[0.039958075,0.0010573592,0.00070865103,0.000539267,0.000043539578,0.000021437709,0.0010244065,0.00008303072,0.9565642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940336,0.000035164416,0.000007766169,0.000038810336,0.00022268893,0.0002922895],"domain_scores_gemma":[0.99949324,0.000026949161,0.000014765767,0.000031341962,0.00017141066,0.00026216242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005666064,0.00054888584,0.00017288877,0.00041691578,0.00441363,0.0033720504,0.0006726018,0.0019421966,0.114540584],"category_scores_gemma":[0.00061189296,0.00028014154,0.000476428,0.0008674857,0.00087532506,0.0009585429,0.0019658585,0.0014879608,0.007630159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014267105,0.00006653671,0.0042241192,0.00031824064,0.000017778075,0.0010257773,0.0019575765,0.0012943153,0.0011400626,0.067280315,0.83574665,0.08678583],"study_design_scores_gemma":[0.000010313709,0.000022796126,0.014011189,0.00006259815,0.0000055663922,0.000054468124,0.001669725,0.00026960322,0.00046598454,0.0008814921,0.9825334,0.000012766752],"about_ca_topic_score_codex":0.893564,"about_ca_topic_score_gemma":0.98481005,"teacher_disagreement_score":0.114540584,"about_ca_system_score_codex":0.0238472,"about_ca_system_score_gemma":0.033841148,"threshold_uncertainty_score":0.3831764},"labels":[],"label_agreement":null},{"id":"W7043973614","doi":"","title":"Waterfront Toronto set to be North Americas largest green building undertaking","year":2014,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Set (abstract data type); Sustainability; Green building","score_opus":0.018198241741932988,"score_gpt":0.26375788803493755,"score_spread":0.24555964629300456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043973614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036531403,0.00040958397,0.0006830604,0.004217291,0.0006002327,0.00012421125,0.0054684947,0.000583365,0.9842606],"genre_scores_gemma":[0.0045095403,0.00015262264,0.00027506315,0.00021308022,0.000020965479,0.000015559392,0.0010079254,0.00013329095,0.9936719],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992392,0.000035870242,0.000008397115,0.00005855754,0.00041841305,0.00023955529],"domain_scores_gemma":[0.99868923,0.000059212703,0.000028285747,0.000055671677,0.00065255805,0.0005149881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061357743,0.0006781704,0.00023459927,0.0012984205,0.004540981,0.004940992,0.00071919675,0.0021553924,0.24241897],"category_scores_gemma":[0.0014311922,0.00041415737,0.0003627353,0.0013873674,0.0008080651,0.0015136185,0.0017256053,0.0021868215,0.039308257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027387252,0.000031805055,0.00081789284,0.00004458322,0.0000025606446,0.00009590392,0.00011491077,0.00015937783,0.0002592544,0.01268777,0.9601962,0.025562353],"study_design_scores_gemma":[0.0000052311034,0.0000065711806,0.0034710267,0.00003197391,0.0000019440736,0.000029317162,0.0003523771,0.0001445038,0.00028977776,0.0006551158,0.9950062,0.000005853599],"about_ca_topic_score_codex":0.51611066,"about_ca_topic_score_gemma":0.83956856,"teacher_disagreement_score":0.48388934,"about_ca_system_score_codex":0.011958833,"about_ca_system_score_gemma":0.027022218,"threshold_uncertainty_score":0.97347814},"labels":[],"label_agreement":null},{"id":"W7045520839","doi":"","title":"Atlantica Sustainable Infrastructure (NASDAQ:AY) Lifted to Outperform at Royal Bank of Canada","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Government (linguistics); Sustainability; Work (physics); Sustainable development","score_opus":0.003157732411119948,"score_gpt":0.18934346791480058,"score_spread":0.18618573550368064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045520839","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051435377,0.0012542153,0.0007634662,0.031292517,0.0048358873,0.0002084163,0.00937818,0.0008733379,0.9462504],"genre_scores_gemma":[0.0064251837,0.00021502149,0.00030613542,0.0012316415,0.00006230144,0.000018559811,0.0007285298,0.00014201214,0.99087065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974232,0.000057398138,0.00003335625,0.00012493174,0.0014175043,0.0009435665],"domain_scores_gemma":[0.99505794,0.0000988111,0.000053011823,0.000115794435,0.003465196,0.0012092091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014276223,0.000795852,0.00051870086,0.0015087073,0.006882943,0.0068958593,0.0011579192,0.0048567834,0.20208858],"category_scores_gemma":[0.0038168286,0.0004839985,0.00074482313,0.0010692414,0.0013234188,0.0015908396,0.0024893298,0.0051047197,0.048908077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052604373,0.000035452224,0.00076629623,0.00004756898,0.00000497005,0.000071751645,0.00007043138,0.00017892658,0.00024263983,0.020539328,0.956203,0.021786967],"study_design_scores_gemma":[0.000010414616,0.000009836841,0.0023838747,0.000044576034,0.0000034094855,0.000021554411,0.00017336351,0.00023419895,0.00020389807,0.0010484778,0.99585366,0.000012764088],"about_ca_topic_score_codex":0.9408083,"about_ca_topic_score_gemma":0.97243416,"teacher_disagreement_score":0.9408083,"about_ca_system_score_codex":0.036251985,"about_ca_system_score_gemma":0.10113062,"threshold_uncertainty_score":0.67605364},"labels":[],"label_agreement":null},{"id":"W7066271489","doi":"","title":"Growing greener cities – The potential for engineered wood construction to lower Montreal’s environmental impact","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental impact assessment; Sustainability; Environmental impact statement; Life-cycle assessment; Renewable energy","score_opus":0.007093311289457638,"score_gpt":0.21639406374830777,"score_spread":0.20930075245885013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066271489","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20477845,0.007101528,0.0025685453,0.12654632,0.0019142946,0.00015161393,0.0009878196,0.0004240698,0.65552723],"genre_scores_gemma":[0.68524545,0.0039318856,0.004464825,0.0071361107,0.00027778067,0.00006618629,0.00049169926,0.00022335742,0.29816267],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996123,0.000052316096,0.0000037419857,0.00004351475,0.00011549526,0.00017271038],"domain_scores_gemma":[0.99949384,0.000034301742,0.000026840527,0.000018169716,0.00019914683,0.00022775927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004990584,0.00032112352,0.000102262005,0.00035387976,0.002545783,0.0040027713,0.00091262895,0.00085302704,0.041145224],"category_scores_gemma":[0.0008352132,0.00013628302,0.0003196525,0.00055613794,0.0010254194,0.00083095435,0.0009058452,0.0010137289,0.0018314115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020826091,0.00034958357,0.031044638,0.0003331744,0.000068499634,0.0006656701,0.0047070216,0.0048737656,0.012447292,0.12290101,0.5211849,0.30121619],"study_design_scores_gemma":[0.000045789402,0.00010338807,0.07461459,0.00016113013,0.000042287375,0.00006266152,0.007744211,0.0012380247,0.0024697173,0.0059546307,0.907511,0.00005260832],"about_ca_topic_score_codex":0.8019336,"about_ca_topic_score_gemma":0.95911735,"teacher_disagreement_score":0.19806641,"about_ca_system_score_codex":0.013576869,"about_ca_system_score_gemma":0.027274536,"threshold_uncertainty_score":0.3984657},"labels":[],"label_agreement":null},{"id":"W7066790824","doi":"","title":"The Integration of Green Infrastructure and Equity within Urban Planning: An Academic and Applicative Exploration","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","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":"Green infrastructure; Equity (law); Climate change; Acknowledgement; Green economy; Critical infrastructure; Ignorance; Urban resilience; Sustainable development","score_opus":0.018322449524274965,"score_gpt":0.25215916699551905,"score_spread":0.23383671747124407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066790824","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12888259,0.28408593,0.02474694,0.19463654,0.0019086576,0.0002703844,0.00011933712,0.000042307212,0.36530733],"genre_scores_gemma":[0.8652642,0.11639932,0.006682175,0.0046506645,0.00076738384,0.000096761,0.000030213601,0.000016771988,0.0060924753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912883,0.0056178323,0.00030072368,0.00047873726,0.0016736725,0.0006406545],"domain_scores_gemma":[0.9763623,0.018920235,0.0013107283,0.000611438,0.0021302619,0.0006650478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012979712,0.00037056708,0.000561684,0.004760009,0.0038374127,0.01137611,0.00096377457,0.0016504367,0.0042645414],"category_scores_gemma":[0.014122672,0.00031736746,0.0005195606,0.0107505275,0.0133097535,0.009032163,0.006817659,0.0023585542,0.00020732451],"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":[0.000026926824,0.0000727829,0.012081182,0.0017549306,0.000045378412,0.0003690263,0.04269405,0.0010972449,0.00016678771,0.74935764,0.006195305,0.18613869],"study_design_scores_gemma":[0.000016921642,0.0001492294,0.02766752,0.012832404,0.00010229318,0.0005060298,0.2445241,0.002367663,0.000830782,0.29300603,0.4179246,0.000072527735],"about_ca_topic_score_codex":0.020557502,"about_ca_topic_score_gemma":0.033395164,"teacher_disagreement_score":0.020557502,"about_ca_system_score_codex":0.013729659,"about_ca_system_score_gemma":0.023502449,"threshold_uncertainty_score":0.09961611},"labels":[],"label_agreement":null},{"id":"W7070983847","doi":"","title":"Regional Narratives of Sustainable Architecture in Canada","year":2013,"lang":"en","type":"article","venue":"mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich)","topic":"Sustainable Building Design and Assessment","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":"Narrative; Architecture; Sustainability; Ethnography; Context (archaeology); Government (linguistics)","score_opus":0.005073839751561765,"score_gpt":0.16328492273521916,"score_spread":0.1582110829836574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070983847","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5153751,0.0036398883,0.000987327,0.031518817,0.00017254415,0.000065245695,0.0010550154,0.00009577599,0.44709024],"genre_scores_gemma":[0.942533,0.0014050899,0.00032854924,0.00075558864,0.000014301079,0.000019326602,0.00015116429,0.00006662964,0.054726444],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977343,0.00035640047,0.0000462483,0.00018981576,0.00060531014,0.0010679164],"domain_scores_gemma":[0.997514,0.0008270618,0.00015449368,0.00009801699,0.0007549241,0.00065147196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014879424,0.00053331576,0.00052133703,0.0022311914,0.034613263,0.016160967,0.0019355677,0.0020320436,0.01676946],"category_scores_gemma":[0.004123896,0.00044607845,0.00039845533,0.006208572,0.012373243,0.0026255257,0.005490771,0.003931342,0.0005725125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017059456,0.000054188964,0.008929872,0.00020497337,0.000039677718,0.0022097628,0.5342196,0.002695874,0.0012921285,0.3783818,0.042997696,0.028803797],"study_design_scores_gemma":[0.000009273899,0.000012123671,0.010235978,0.00019997782,0.000026301934,0.0001642149,0.5179774,0.0007995634,0.00045833192,0.00696811,0.46307176,0.00007692546],"about_ca_topic_score_codex":0.9945693,"about_ca_topic_score_gemma":0.9978528,"teacher_disagreement_score":0.1950121,"about_ca_system_score_codex":0.1950121,"about_ca_system_score_gemma":0.15585507,"threshold_uncertainty_score":0.9336719},"labels":[],"label_agreement":null},{"id":"W7071776921","doi":"","title":"Sustainable Futures: Learning from Copenhagen","year":2025,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"Bevica Fonden; Realdania","keywords":"Futures contract; Government (linguistics); Architecture; Action (physics); Plan (archaeology); Sustainable development","score_opus":0.017202234687977973,"score_gpt":0.24271771237049317,"score_spread":0.2255154776825152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071776921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010564705,0.087737314,0.017503422,0.15479277,0.010896911,0.000047312264,0.00057014846,0.00028884294,0.71759856],"genre_scores_gemma":[0.554413,0.124973066,0.026002958,0.021849273,0.0016259988,0.0001215713,0.000794658,0.0012156625,0.2690039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945532,0.0023500544,0.00022901424,0.0005576615,0.0015836259,0.00072640233],"domain_scores_gemma":[0.99731547,0.0012221151,0.00015578445,0.00031307084,0.00027993668,0.00071363634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065676556,0.0012436623,0.0008365685,0.0015245569,0.008846218,0.015980223,0.0014627228,0.004633266,0.01721957],"category_scores_gemma":[0.007358361,0.0008322809,0.0005998659,0.0012651224,0.01489408,0.013869811,0.012767142,0.006920178,0.00428766],"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":[0.0000457134,0.00003900317,0.00034056953,0.00043955466,0.0000194646,0.00026919605,0.01376156,0.002013648,0.00021285069,0.8358001,0.088891335,0.05816699],"study_design_scores_gemma":[0.0000040590903,0.000010907774,0.00015021487,0.0006853957,0.0000042516635,0.00007411855,0.0064089876,0.00018961668,0.00019950859,0.12505604,0.8671911,0.000025840069],"about_ca_topic_score_codex":0.034878474,"about_ca_topic_score_gemma":0.079208255,"teacher_disagreement_score":0.034878474,"about_ca_system_score_codex":0.015457608,"about_ca_system_score_gemma":0.015919914,"threshold_uncertainty_score":0.11215329},"labels":[],"label_agreement":null},{"id":"W7092181721","doi":"10.1007/978-3-031-97693-3_24","title":"From Theory to Practice: Integrating Real-World Insights into Sustainable Construction Decision-Making","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Process (computing); Key (lock); Identification (biology); Set (abstract data type); Sustainable development; Domain (mathematical analysis)","score_opus":0.003983550672873069,"score_gpt":0.2460741090195908,"score_spread":0.24209055834671772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092181721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04973965,0.013769255,0.41723368,0.09427924,0.001299658,0.00030367717,0.00025868486,0.00032303092,0.4227932],"genre_scores_gemma":[0.8741586,0.0073715844,0.10675467,0.0021335706,0.00022400233,0.00033998495,0.00018900668,0.00018405188,0.008644408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9838306,0.012458054,0.0003687505,0.0007050964,0.002111292,0.0005261805],"domain_scores_gemma":[0.9635739,0.031593002,0.00093121285,0.0018409814,0.0014646555,0.0005963093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015397181,0.0013266179,0.00096156873,0.0030041758,0.0024369261,0.0175896,0.0037177838,0.0043685916,0.0076154345],"category_scores_gemma":[0.030724505,0.0007578004,0.0006010729,0.0043816525,0.030530311,0.022428676,0.0060158614,0.005773928,0.0011763138],"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":[0.000020477963,0.00009151488,0.0006461018,0.0004919911,0.000030485111,0.00021154324,0.011539074,0.0051065157,0.00021917821,0.9283574,0.005286136,0.047999635],"study_design_scores_gemma":[0.00000780576,0.000029435969,0.0003279959,0.00069965346,0.0000123045675,0.00005676323,0.0112429,0.0061564837,0.00034449415,0.95361185,0.027490366,0.000019938732],"about_ca_topic_score_codex":0.0034006194,"about_ca_topic_score_gemma":0.0068199136,"teacher_disagreement_score":0.0175896,"about_ca_system_score_codex":0.0090693,"about_ca_system_score_gemma":0.010411542,"threshold_uncertainty_score":0.081429005},"labels":[],"label_agreement":null},{"id":"W7096042970","doi":"","title":"CANADA’S CBIP VERSUS THE UNITED STATES ’ LEED™: BUILDING ENERGY PERFORMANCE PATH REQUIREMENTS","year":2011,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"ASHRAE 90.1; HVAC; Energy (signal processing); Energy performance; Aggregate (composite); Rating system; Building code; Path (computing)","score_opus":0.030520938137310712,"score_gpt":0.22085267429409045,"score_spread":0.19033173615677973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096042970","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34580246,0.0023357538,0.031195965,0.00672774,0.00014012016,0.0004165464,0.0271115,0.0015049439,0.58476496],"genre_scores_gemma":[0.92045754,0.0015197971,0.024956033,0.0010798303,0.000013766161,0.0002488681,0.013924854,0.0003177947,0.037481524],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9922179,0.00030274337,0.00011608346,0.00021756059,0.0062570455,0.00088867504],"domain_scores_gemma":[0.9921296,0.00058319385,0.00014318772,0.00019488689,0.0066787796,0.00027031705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023489548,0.00052653375,0.00033301834,0.0013704149,0.0020499278,0.002743794,0.0017867635,0.0006810643,0.004349211],"category_scores_gemma":[0.005499783,0.00028837266,0.0005688954,0.002915951,0.0006158747,0.0008676399,0.00071398995,0.0007795818,0.00082365016],"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":[0.0007384334,0.00034945217,0.092092045,0.001074045,0.00012381696,0.0005162613,0.0021318826,0.14149351,0.023375196,0.21810779,0.2022925,0.31770507],"study_design_scores_gemma":[0.00009713669,0.00050994224,0.2795696,0.0005768679,0.00017727542,0.00051767984,0.0058280984,0.09512083,0.034915376,0.012006054,0.57037926,0.00030186004],"about_ca_topic_score_codex":0.9559373,"about_ca_topic_score_gemma":0.97979456,"teacher_disagreement_score":0.044062674,"about_ca_system_score_codex":0.033248257,"about_ca_system_score_gemma":0.051912762,"threshold_uncertainty_score":0.24123412},"labels":[],"label_agreement":null},{"id":"W7097440297","doi":"","title":"SUMMARY","year":2010,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Zoning; Precinct; Tower; Subject (documents); Property (philosophy)","score_opus":0.005758812016915133,"score_gpt":0.21756271966527715,"score_spread":0.21180390764836202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097440297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013007742,0.0015519178,0.002022335,0.013450457,0.015081154,0.0008628926,0.009931383,0.001142432,0.95465666],"genre_scores_gemma":[0.0044844695,0.001053764,0.0008680319,0.004740349,0.001413086,0.00028188585,0.0040910174,0.00021821435,0.9828492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997924,0.00020400653,0.0001308475,0.00030719812,0.0011445492,0.00028938212],"domain_scores_gemma":[0.9966695,0.0003244767,0.00008289166,0.00035269343,0.0021185637,0.0004519229],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018019661,0.00069565227,0.00064731593,0.0015625003,0.0026761363,0.004733398,0.00183977,0.0030484463,0.6237596],"category_scores_gemma":[0.0060136546,0.00033035423,0.0007260594,0.0013251228,0.00054000976,0.0022358045,0.0025194904,0.0018093557,0.46364743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048865495,0.000030363104,0.00025444347,0.00015418684,0.0000025244967,0.00009055874,0.00007960707,0.00005004115,0.00022171464,0.0071324417,0.9273468,0.06458841],"study_design_scores_gemma":[0.0000053048416,0.000015417467,0.00034139887,0.00006104889,0.0000015186599,0.00003948825,0.000051687006,0.00001832819,0.00008437355,0.00055401743,0.99882394,0.000003512672],"about_ca_topic_score_codex":0.0063373866,"about_ca_topic_score_gemma":0.0073522204,"teacher_disagreement_score":0.37624037,"about_ca_system_score_codex":0.0019823895,"about_ca_system_score_gemma":0.0056855697,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7097868959","doi":"","title":"Chief Planner and Executive Director, City Planning Division","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Zoning; Sustainable development; Planner; Plan (archaeology); Consistency (knowledge bases); Sustainability; Development plan; Urban planning","score_opus":0.011080088696151657,"score_gpt":0.23100772414106316,"score_spread":0.2199276354449115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097868959","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004743201,0.0069656335,0.0061087897,0.098641135,0.023165675,0.0038530682,0.018153721,0.0035856045,0.8347832],"genre_scores_gemma":[0.004276152,0.0023510964,0.0016900521,0.0063618603,0.00093349477,0.00039518965,0.003317559,0.0002831823,0.9803915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966186,0.00023588754,0.0001563317,0.00047273232,0.0020465672,0.00046984234],"domain_scores_gemma":[0.9903859,0.0003616501,0.0003943476,0.0002847333,0.0065486603,0.0020247565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022899648,0.0010028926,0.00051319087,0.0026140085,0.00289914,0.006075083,0.0019608599,0.0025097094,0.2607661],"category_scores_gemma":[0.0053684902,0.00077053066,0.00022502015,0.0031817423,0.00053483737,0.0020216482,0.0013198359,0.0031098435,0.13889673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000089921505,0.000012351679,0.00021403271,0.00004120302,8.927317e-7,0.00006534131,0.000034589346,0.00005725177,0.000117959105,0.0008182922,0.97453415,0.02409493],"study_design_scores_gemma":[0.0000051136826,0.000007405273,0.00057203986,0.000021158827,0.0000013377623,0.000035297704,0.000125091,0.000082340004,0.000089965455,0.00008272435,0.99897265,0.000004870653],"about_ca_topic_score_codex":0.08651648,"about_ca_topic_score_gemma":0.11571887,"teacher_disagreement_score":0.7392339,"about_ca_system_score_codex":0.008274105,"about_ca_system_score_gemma":0.036562346,"threshold_uncertainty_score":0.8723495},"labels":[],"label_agreement":null},{"id":"W7098104501","doi":"","title":"Green Buildings Project Terms of Reference Background","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Green building; Environmental design; Sustainable design; Efficient energy use; Rating system; Water efficiency","score_opus":0.02733544423519149,"score_gpt":0.25964057601305085,"score_spread":0.23230513177785936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098104501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014106425,0.0018685419,0.008457098,0.0046200617,0.0014476201,0.0007439879,0.0434391,0.002162453,0.93585044],"genre_scores_gemma":[0.01673366,0.006642053,0.020739201,0.0024658518,0.0005069781,0.0024286387,0.11951851,0.0025187654,0.8284463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530834,0.0010200104,0.00032860317,0.0003595341,0.002429866,0.0005535626],"domain_scores_gemma":[0.99709916,0.00027916473,0.00016332167,0.00036866745,0.0017359178,0.00035388037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003187758,0.0009635781,0.0004989093,0.0052742697,0.0018071205,0.0057547083,0.0025205056,0.0023165154,0.2055215],"category_scores_gemma":[0.006125019,0.0003186344,0.0004521085,0.0085477205,0.00079759624,0.0034730746,0.0045251744,0.0020273863,0.13380156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037351223,0.000061065824,0.0005707543,0.00055288704,0.0000032145979,0.00008616788,0.00031022166,0.00037429226,0.0002465148,0.094555736,0.78410685,0.119095],"study_design_scores_gemma":[0.0000012228255,0.0000051117813,0.00054555153,0.00010999874,5.5066835e-7,0.000028729579,0.000060722054,0.000038992715,0.000043466134,0.0012151026,0.99794716,0.0000034183806],"about_ca_topic_score_codex":0.020156674,"about_ca_topic_score_gemma":0.016504854,"teacher_disagreement_score":0.2055215,"about_ca_system_score_codex":0.0035901107,"about_ca_system_score_gemma":0.006553105,"threshold_uncertainty_score":0.6875379},"labels":[],"label_agreement":null},{"id":"W7099215387","doi":"","title":"Wards: All Reference","year":2007,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Plan (archaeology); Control (management); Quarter (Canadian coin); Planner; Development plan; Executive branch","score_opus":0.021807978931313348,"score_gpt":0.2682953418407778,"score_spread":0.24648736290946446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099215387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021299366,0.00036968637,0.0005041394,0.0018915634,0.0011545739,0.0000768812,0.0023376108,0.001253223,0.99219936],"genre_scores_gemma":[0.0007993523,0.00017434136,0.00015586703,0.0003735714,0.00006473123,0.000018586888,0.0009710904,0.0002614285,0.99718106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988225,0.0001184154,0.000073704745,0.00017323864,0.00064310734,0.000169077],"domain_scores_gemma":[0.9968862,0.00019144911,0.00008234006,0.00053507957,0.0018623492,0.00044263978],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006494045,0.0010643952,0.00079091935,0.001712375,0.0048167054,0.006615365,0.0019937314,0.0026605835,0.8756206],"category_scores_gemma":[0.0038704812,0.00064627046,0.0006660475,0.0020224035,0.0008214982,0.0030156446,0.0031812752,0.0021638328,0.8040773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012846397,0.000019693198,0.00010285497,0.00006416525,0.000001325863,0.00004831342,0.00010192576,0.000025292498,0.00012065491,0.0050884187,0.9556276,0.03878681],"study_design_scores_gemma":[0.0000016609197,0.0000032682174,0.00013941005,0.000034975474,5.74172e-7,0.000019987732,0.000073759686,0.000012572116,0.000043160493,0.00023964302,0.9994288,0.0000021720502],"about_ca_topic_score_codex":0.02843575,"about_ca_topic_score_gemma":0.058466144,"teacher_disagreement_score":0.1243794,"about_ca_system_score_codex":0.0024090721,"about_ca_system_score_gemma":0.004409527,"threshold_uncertainty_score":0.17741203},"labels":[],"label_agreement":null},{"id":"W7099246583","doi":"","title":"www.nrc.ca/irc/ircpubs Canadian Experience in Healthy Housing","year":2007,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Efficient energy use; Natural ventilation; Energy consumption; Energy conservation; Zero-energy building; Certification; Natural resource; Consumption (sociology); Energy recovery ventilation","score_opus":0.01823476799845445,"score_gpt":0.2768830358215364,"score_spread":0.2586482678230819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099246583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030276182,0.006832949,0.0003398347,0.022221753,0.0021830702,0.000115247254,0.0055049206,0.00032442858,0.9594502],"genre_scores_gemma":[0.01956382,0.008672948,0.0010021103,0.0027114209,0.0002592116,0.000031117543,0.0023718434,0.00022845977,0.96515924],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977627,0.00010103617,0.000046223817,0.00015755078,0.0015182905,0.00041419576],"domain_scores_gemma":[0.9965867,0.00013823809,0.00006735092,0.00015697925,0.0017439297,0.0013068095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00159447,0.00050717953,0.00034761347,0.0013901123,0.0062611178,0.0047092214,0.0019336876,0.0013412008,0.33820635],"category_scores_gemma":[0.0020182512,0.00033812204,0.00031631658,0.0036371495,0.0016276505,0.0011373579,0.0021164073,0.0013652497,0.049285192],"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":[0.00002261278,0.00006160876,0.0011819454,0.00015896435,0.0000029433322,0.00007597776,0.00020057528,0.000085378735,0.00015906565,0.005228403,0.91194725,0.080875315],"study_design_scores_gemma":[0.0000023036605,0.000003764374,0.002245474,0.000043052925,0.0000013031914,0.0000186511,0.00023479652,0.000019524947,0.00004664192,0.00009077109,0.9972888,0.0000047858757],"about_ca_topic_score_codex":0.96787095,"about_ca_topic_score_gemma":0.9886789,"teacher_disagreement_score":0.33820635,"about_ca_system_score_codex":0.039498363,"about_ca_system_score_gemma":0.07057922,"threshold_uncertainty_score":0.9439683},"labels":[],"label_agreement":null},{"id":"W7099339179","doi":"","title":"OH + EtOH OH + MeOH Conclusions and Further Work","year":2016,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Methanol; Kinetics; Acetone; Ethanol; Propanol; Formaldehyde; Atmospheric temperature range; Work (physics)","score_opus":0.007489600780745769,"score_gpt":0.21303541860721614,"score_spread":0.20554581782647038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099339179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8210912,0.016121002,0.037486114,0.0058478774,0.0011626905,0.00053116656,0.005597419,0.00086241966,0.11130011],"genre_scores_gemma":[0.949109,0.009845574,0.011135372,0.0005767915,0.00019691329,0.00009641305,0.0023561355,0.0001582315,0.026525656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971765,0.000019207704,0.000013857964,0.000085898435,0.00010407975,0.000059311562],"domain_scores_gemma":[0.9997459,0.000049929753,0.000024646828,0.000042024585,0.000113738846,0.000023719922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028992028,0.0005046497,0.0004426615,0.0002552918,0.00045290324,0.000689741,0.00061363616,0.00030742784,0.024938572],"category_scores_gemma":[0.00046594735,0.00011757899,0.00052459084,0.0003603325,0.00023684134,0.0011508743,0.0003512544,0.0005792489,0.003591457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013269073,0.0002920984,0.014133492,0.003786014,0.00008978,0.0014080876,0.0005960896,0.009322254,0.8154646,0.0107205,0.010902052,0.13195805],"study_design_scores_gemma":[0.000040353738,0.0006106412,0.014006451,0.00025025388,0.00009414757,0.00076401955,0.0012448012,0.00816377,0.8897561,0.006871496,0.07811908,0.00007889359],"about_ca_topic_score_codex":0.003691264,"about_ca_topic_score_gemma":0.003579452,"teacher_disagreement_score":0.024938572,"about_ca_system_score_codex":0.00043642317,"about_ca_system_score_gemma":0.0003037989,"threshold_uncertainty_score":0.08342785},"labels":[],"label_agreement":null},{"id":"W7100335602","doi":"","title":"SUMMARY","year":2008,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Renting; Landlord; Payment; Rental housing; Recreation","score_opus":0.013257372809133215,"score_gpt":0.21493446493755095,"score_spread":0.20167709212841772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100335602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013673538,0.0022318554,0.0020825134,0.0106865745,0.018484598,0.0007337865,0.025556603,0.002048436,0.9368082],"genre_scores_gemma":[0.003361274,0.0013952162,0.00096115295,0.0021849188,0.0011858868,0.00020235553,0.010748488,0.00043589136,0.9795248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981964,0.0001231703,0.00011307314,0.00023643117,0.0011164645,0.0002144548],"domain_scores_gemma":[0.9972752,0.0002081217,0.000092152935,0.0003131552,0.0017712322,0.00034013478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001227408,0.00073290133,0.0005671162,0.0019255192,0.001634352,0.005058976,0.0015580195,0.0017471081,0.5837967],"category_scores_gemma":[0.0035662313,0.00034292336,0.0007112612,0.0015940465,0.00033244162,0.0021837654,0.0022719426,0.0016145947,0.45751125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004653784,0.000035116045,0.00026321842,0.00015103935,0.0000036761185,0.00007487772,0.00007584095,0.00007619154,0.0004172019,0.0030097908,0.92163837,0.07420812],"study_design_scores_gemma":[0.0000028880536,0.000011802203,0.00031521698,0.000035189667,0.0000012661098,0.00002095026,0.000039771967,0.000011590573,0.00010789759,0.00019283182,0.99925727,0.000003234232],"about_ca_topic_score_codex":0.008907333,"about_ca_topic_score_gemma":0.0074707735,"teacher_disagreement_score":0.41620332,"about_ca_system_score_codex":0.0018953552,"about_ca_system_score_gemma":0.0048250896,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7100797881","doi":"","title":"Sustainable?: A Quarter Century of Environmentally Conscious Design","year":2007,"lang":"","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","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":"Clothing; Quarter (Canadian coin); Exposition (narrative); Industrial Revolution; Work (physics)","score_opus":0.007239604289629137,"score_gpt":0.21732420225800564,"score_spread":0.2100845979683765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100797881","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075067133,0.08114187,0.054500658,0.14701015,0.0074148714,0.00003982487,0.00008335165,0.0007511177,0.7015515],"genre_scores_gemma":[0.30324095,0.1008836,0.04453206,0.05219324,0.0044750576,0.00016475609,0.00017026954,0.0012101787,0.4931299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973435,0.0011066934,0.00006482191,0.0002144124,0.0010641047,0.00020655364],"domain_scores_gemma":[0.9988638,0.00049697637,0.000046432517,0.00023762691,0.0002047187,0.00015045886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025074363,0.00061655656,0.0003757338,0.0007421662,0.0033755118,0.0073646926,0.0008258042,0.0028067199,0.009093717],"category_scores_gemma":[0.0030539453,0.0003154023,0.00034760687,0.0009286153,0.010333696,0.006894106,0.0036731074,0.005040309,0.0026859678],"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":[0.000013117569,0.00002248212,0.00008427447,0.00008975138,0.0000055205783,0.00003234028,0.0018422973,0.00042029802,0.00029383728,0.8242974,0.10200048,0.07089816],"study_design_scores_gemma":[0.0000022006222,0.00001081739,0.00005568222,0.00011257958,0.0000015370454,0.00006520561,0.00065222435,0.00025801102,0.00028179475,0.1471076,0.8514439,0.000008452742],"about_ca_topic_score_codex":0.0024660244,"about_ca_topic_score_gemma":0.004632325,"teacher_disagreement_score":0.009093717,"about_ca_system_score_codex":0.0032092137,"about_ca_system_score_gemma":0.0031650236,"threshold_uncertainty_score":0.030421555},"labels":[],"label_agreement":null},{"id":"W7101393418","doi":"10.21083/crrf.v27i1.8608","title":"It's Show Time: The Canadian Centre of Public Safety Excellence","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Sustainable Building Design and Assessment","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":"Excellence; Government (linguistics); Public policy; Sustainability","score_opus":0.009949602625220816,"score_gpt":0.22392435435846247,"score_spread":0.21397475173324165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101393418","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017382983,0.0049889553,0.0012459449,0.5735426,0.068044856,0.00041010874,0.002123154,0.0006782255,0.34722784],"genre_scores_gemma":[0.017145405,0.0025453777,0.0010018788,0.052123442,0.0025272921,0.00008865409,0.0008049151,0.00029492774,0.923468],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99413896,0.00029148837,0.00007326965,0.00041120916,0.0037667223,0.0013183418],"domain_scores_gemma":[0.9880441,0.00031497923,0.00010867965,0.00023532746,0.007071475,0.004225352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043521402,0.0009422106,0.0006697337,0.0011119493,0.01616595,0.010888823,0.0017406638,0.007545977,0.17388885],"category_scores_gemma":[0.0077248476,0.00047691236,0.0008157849,0.0011575122,0.0032217505,0.0028922171,0.0050490443,0.009039373,0.034559604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009831871,0.000008106216,0.00008730802,0.000019662306,0.0000016874333,0.00001792315,0.000094839495,0.000013189159,0.000074452306,0.001083394,0.99467105,0.003918578],"study_design_scores_gemma":[0.000004388145,0.000005148253,0.00069532223,0.00003695465,0.0000025458835,0.000007873037,0.0006425615,0.000020456895,0.000059785434,0.00022231949,0.9982907,0.000011868664],"about_ca_topic_score_codex":0.83574146,"about_ca_topic_score_gemma":0.95003945,"teacher_disagreement_score":0.9713599,"about_ca_system_score_codex":0.028640104,"about_ca_system_score_gemma":0.13021287,"threshold_uncertainty_score":0.5817162},"labels":[],"label_agreement":null},{"id":"W7104051134","doi":"10.18280/ijsdp.200914","title":"Optimizing Green Governance Through Green Dynamic Capability and SDGs Local Action Plans: An Empirical Analysis Towards Surabaya Green City","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Green infrastructure; Corporate governance; Green innovation; Sustainable development; Green economy; Action (physics); Capability approach; Green development; Sustainability","score_opus":0.023922222887370864,"score_gpt":0.31783693166860866,"score_spread":0.2939147087812378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104051134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966691,0.000009726118,0.00028165002,0.0000529838,0.0000010582837,0.00004497397,0.00003349409,0.000003948117,0.0029030098],"genre_scores_gemma":[0.999183,0.000011554429,0.00026501136,0.0000060502985,3.6794737e-7,0.000021473852,0.00003141646,0.000001297972,0.00047979737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985362,0.0005850535,0.00006182945,0.0001891036,0.00025202814,0.0003758949],"domain_scores_gemma":[0.99437934,0.002639898,0.0008881089,0.0004322798,0.0010468293,0.0006135415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026491436,0.00027291256,0.00030145442,0.0006361658,0.0017371855,0.00263536,0.0006949473,0.0006304519,0.0032150429],"category_scores_gemma":[0.008084319,0.0002367068,0.0003126182,0.0017621348,0.001950641,0.0020860706,0.0018580855,0.0011079757,0.00022383493],"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":[0.000941806,0.0031810212,0.8167596,0.0002712504,0.00017904314,0.0012947387,0.030242058,0.06866111,0.0029477628,0.026645254,0.0012661207,0.04761017],"study_design_scores_gemma":[0.00006483535,0.0011281318,0.79292774,0.00012479619,0.0001770838,0.000085651,0.12200269,0.06761571,0.0019446368,0.004729153,0.009116542,0.00008311157],"about_ca_topic_score_codex":0.21997872,"about_ca_topic_score_gemma":0.32223707,"teacher_disagreement_score":0.21997872,"about_ca_system_score_codex":0.009310281,"about_ca_system_score_gemma":0.008706704,"threshold_uncertainty_score":0.4373966},"labels":[],"label_agreement":null},{"id":"W71092624","doi":"","title":"The housing development process: green homes in Malaysia","year":2012,"lang":"en","type":"article","venue":"Manager","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"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":"Business; Product (mathematics); Order (exchange); Green building; Process (computing); Sustainable development; Norm (philosophy); Architectural engineering; Marketing; Economic growth; Economics; Engineering; Computer science; Finance; Political science","score_opus":0.009398610989173939,"score_gpt":0.22760415461333508,"score_spread":0.21820554362416114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71092624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099005,0.002851936,0.010220981,0.002740641,0.000051399707,0.00016459519,0.00011723197,0.000055394732,0.073897235],"genre_scores_gemma":[0.9672605,0.0017925565,0.0069485614,0.00008246506,0.0000041296717,0.000020965523,0.0000411213,0.000008851679,0.023840826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994628,0.0002480556,0.000027530581,0.0000478871,0.00011321885,0.00010059306],"domain_scores_gemma":[0.9996518,0.00007788324,0.0000895923,0.000018759269,0.00006913424,0.00009284602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009997055,0.00017969322,0.00005694858,0.00027545792,0.0007639552,0.0017770657,0.0002638323,0.0004051416,0.0015837861],"category_scores_gemma":[0.00065164914,0.00017254688,0.0001249385,0.00038952832,0.00065193616,0.0015693824,0.001200527,0.00036860863,0.000314587],"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":[0.00042834162,0.0008699844,0.115336224,0.0012433088,0.000024982359,0.007382681,0.124524266,0.026618032,0.013250442,0.20831724,0.009433376,0.4925711],"study_design_scores_gemma":[0.000049734266,0.0012814044,0.13484536,0.001308093,0.000049056453,0.003672439,0.19349124,0.04116269,0.062283322,0.025148153,0.5365437,0.00016482965],"about_ca_topic_score_codex":0.011441825,"about_ca_topic_score_gemma":0.02341784,"teacher_disagreement_score":0.011441825,"about_ca_system_score_codex":0.002940097,"about_ca_system_score_gemma":0.0029381588,"threshold_uncertainty_score":0.022750437},"labels":[],"label_agreement":null},{"id":"W7111976966","doi":"","title":"On the relationship between building energy efficiency, aesthetic features and marketability:Toward a novel policy for energy demand reduction","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Inefficiency; Energy (signal processing); Energy demand; Multidisciplinary approach; Face (sociological concept); Market failure; Efficient energy use","score_opus":0.02614747453306281,"score_gpt":0.29165715401749787,"score_spread":0.26550967948443505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111976966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48305944,0.009959152,0.11821319,0.088265084,0.00027379577,0.0002179305,0.00019521131,0.00009635666,0.2997198],"genre_scores_gemma":[0.9885514,0.0018270452,0.005048992,0.0005588135,0.000054879823,0.000045769313,0.000017772458,0.000011664226,0.0038837208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99877435,0.0005770391,0.000039094397,0.00015268882,0.0003180218,0.00013880577],"domain_scores_gemma":[0.99702495,0.0017284608,0.0006701842,0.00013332126,0.00031945892,0.00012351785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020646742,0.00031651807,0.0002981818,0.0008514617,0.0005547294,0.004038908,0.00068623095,0.0013931108,0.005250145],"category_scores_gemma":[0.004418993,0.00016819089,0.0003009513,0.001014483,0.003138796,0.0041817315,0.0017473124,0.0012389106,0.00029505952],"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":[0.00012239005,0.00045022767,0.017423505,0.00057705253,0.00004998931,0.00023533282,0.0014214092,0.010937654,0.0046209926,0.8594104,0.0026105286,0.102140404],"study_design_scores_gemma":[0.000043624277,0.0005328476,0.08040512,0.0013029157,0.000120639364,0.00024019612,0.013386892,0.04302916,0.0070648114,0.74695975,0.10681072,0.00010338907],"about_ca_topic_score_codex":0.0019572675,"about_ca_topic_score_gemma":0.0033392755,"teacher_disagreement_score":0.005250145,"about_ca_system_score_codex":0.0027240305,"about_ca_system_score_gemma":0.0025106848,"threshold_uncertainty_score":0.019764364},"labels":[],"label_agreement":null},{"id":"W7113602210","doi":"","title":"Discovering global trends of design in sustainable transportation: a bibliometric analysis and visualization","year":2024,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Sustainable Building Design and Assessment","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":"Scopus; Scope (computer science); Multidisciplinary approach; Citation; Visualization; Bibliometrics; Citation analysis; Sustainable development","score_opus":0.008083147449135618,"score_gpt":0.2262286837897133,"score_spread":0.21814553634057768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113602210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7805454,0.026683073,0.014915688,0.0075848596,0.00033572165,0.0010138104,0.07156458,0.0014201506,0.095936775],"genre_scores_gemma":[0.9192818,0.019806469,0.025558477,0.00020044288,0.0003076943,0.00109254,0.028499136,0.00018894605,0.005064574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99362564,0.0010922778,0.0013173313,0.0004932531,0.0030880724,0.0003834852],"domain_scores_gemma":[0.9805258,0.009982936,0.0032227568,0.00082165294,0.005061304,0.00038553643],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0058444804,0.0006329366,0.0010457733,0.13250875,0.0011635792,0.005927435,0.00060161797,0.0005884172,0.0038684222],"category_scores_gemma":[0.0231766,0.00027238877,0.0018028104,0.18342714,0.0006754768,0.004554851,0.0024395962,0.0005101145,0.0008658329],"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":[0.00026858566,0.00019812681,0.28108624,0.012961287,0.0011919872,0.0010998232,0.014768412,0.0059307814,0.004252888,0.024967592,0.042852517,0.6104218],"study_design_scores_gemma":[0.00007688804,0.00028565986,0.6987564,0.004499762,0.001578465,0.0015632252,0.031093443,0.021332199,0.005117327,0.017984187,0.21745835,0.00025422164],"about_ca_topic_score_codex":0.008264521,"about_ca_topic_score_gemma":0.0069864094,"teacher_disagreement_score":0.86749125,"about_ca_system_score_codex":0.0023544622,"about_ca_system_score_gemma":0.003872061,"threshold_uncertainty_score":0.030908883},"labels":[],"label_agreement":null},{"id":"W7115713873","doi":"10.1016/j.esg.2025.100307","title":"How to enhance continuity of strategic sustainable development work in municipalities and regions – findings from Sweden and Finland","year":2025,"lang":"en","type":"article","venue":"Earth System Governance","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Sustainability; Work (physics); Sustainable development; Action (physics); Relation (database); Set (abstract data type); Strategic planning","score_opus":0.011413997481693547,"score_gpt":0.22836105719209984,"score_spread":0.2169470597104063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115713873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989021,0.0006761876,0.00065264176,0.0012121267,0.000024185505,0.00006574327,0.00003954742,0.000012603655,0.008295905],"genre_scores_gemma":[0.9988167,0.0002137527,0.00044566992,0.00007968448,0.0000032111682,0.000030966865,0.000023740606,0.000004609166,0.00038170736],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.988167,0.0067498265,0.0007996076,0.00081560743,0.0012420735,0.0022259075],"domain_scores_gemma":[0.9851592,0.007890635,0.0018652854,0.0010542421,0.001569479,0.0024611743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016396271,0.00029032523,0.00053524994,0.0023061936,0.00824556,0.008516846,0.0012467372,0.0012890195,0.0016734367],"category_scores_gemma":[0.022797653,0.00051049603,0.0005891386,0.002436684,0.0051296367,0.0050660972,0.011102285,0.0012342794,0.00024109046],"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":[0.00010246747,0.00013413999,0.124417245,0.00065314193,0.000047411642,0.0019607586,0.82480806,0.00046252026,0.0008797653,0.0065638,0.0013688107,0.038601786],"study_design_scores_gemma":[0.000007121687,0.000053126998,0.05029617,0.00036459768,0.000022336402,0.00020840904,0.93797684,0.00011815112,0.00022367577,0.00077448343,0.009932845,0.000022318283],"about_ca_topic_score_codex":0.027565993,"about_ca_topic_score_gemma":0.04830547,"teacher_disagreement_score":0.027565993,"about_ca_system_score_codex":0.008033996,"about_ca_system_score_gemma":0.023029152,"threshold_uncertainty_score":0.08671278},"labels":[],"label_agreement":null},{"id":"W7116786509","doi":"10.1016/j.jeem.2025.103277","title":"Split incentives and energy efficiency investment: Evidence from the housing market","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Incentive; Renting; Efficient energy use; Stock (firearms); Exploit; Empirical evidence; Energy consumption; Consumption (sociology); Rental housing; Obstacle","score_opus":0.004759209153686344,"score_gpt":0.1793144260990539,"score_spread":0.17455521694536755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116786509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98412967,0.0014618555,0.00052840606,0.0027195255,0.00003482877,0.000020937825,0.00033727448,0.000010189266,0.010757254],"genre_scores_gemma":[0.9983113,0.00029171017,0.000049892496,0.00014072402,0.000028817678,0.0000045297916,0.00014491248,0.0000024942794,0.0010255955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902666,0.00038918346,0.000044747198,0.000081689774,0.00018565354,0.0002719982],"domain_scores_gemma":[0.96546406,0.02177365,0.008882852,0.0010137814,0.0011104655,0.0017553127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033501433,0.00025145995,0.00067958276,0.000648512,0.00065600633,0.0022140078,0.00083209487,0.0018980759,0.0138043715],"category_scores_gemma":[0.016188808,0.0003198546,0.0004336567,0.00088215194,0.0018861819,0.0026894317,0.0010551241,0.0016685923,0.0007274134],"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":[0.015593797,0.0059033143,0.7260672,0.0005136801,0.0010198582,0.0011191209,0.0015029551,0.017043509,0.0019859907,0.13354374,0.0128212115,0.082885586],"study_design_scores_gemma":[0.0023968113,0.0018949435,0.897496,0.00018832827,0.0005553263,0.00022538354,0.0041853604,0.015426587,0.0018758145,0.05852761,0.017121006,0.00010682754],"about_ca_topic_score_codex":0.0068660737,"about_ca_topic_score_gemma":0.009861164,"teacher_disagreement_score":0.0138043715,"about_ca_system_score_codex":0.0010064596,"about_ca_system_score_gemma":0.0008328576,"threshold_uncertainty_score":0.04618025},"labels":[],"label_agreement":null},{"id":"W7116937270","doi":"10.1108/s2043-052320260000026010","title":"Sustainable Development for Urban Sprawl and Its Containment: A Hybrid Framework Formulation","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","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":"Urban sprawl; Urban planning; Sustainability; Smart growth; Sustainable development; Plan (archaeology); Urban sustainability; Context (archaeology)","score_opus":0.009928213161128213,"score_gpt":0.2272972909594895,"score_spread":0.2173690777983613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116937270","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025173007,0.0091098845,0.5879171,0.03632456,0.0006004951,0.00053535175,0.0004611547,0.00007826033,0.33980018],"genre_scores_gemma":[0.82442003,0.0052479533,0.1473786,0.0012599125,0.00032015837,0.0013991012,0.00024732985,0.000060563987,0.019666305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99545276,0.003269964,0.000116789015,0.0003682088,0.00047948517,0.00031270133],"domain_scores_gemma":[0.99734586,0.0017905365,0.00019427501,0.00010075615,0.00037942728,0.00018924092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491839,0.001368682,0.0006747131,0.0032754957,0.0022569976,0.006051777,0.0019430075,0.0027307682,0.0061742184],"category_scores_gemma":[0.0027934255,0.00043573295,0.0014382134,0.0030822235,0.010612298,0.0052817296,0.0052057984,0.0030216372,0.00041816616],"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":[0.0000017865397,0.000009014288,0.00012981336,0.00005013082,0.000006270833,0.000049988506,0.00045969756,0.0052820197,0.00002540436,0.9914647,0.00051147747,0.0020098058],"study_design_scores_gemma":[0.000008624088,0.000031002473,0.0002895761,0.00030251953,0.000015215143,0.000071786264,0.0026486656,0.03269621,0.00006812564,0.9333909,0.030457912,0.000019468705],"about_ca_topic_score_codex":0.0104877055,"about_ca_topic_score_gemma":0.01177842,"teacher_disagreement_score":0.0104877055,"about_ca_system_score_codex":0.009538699,"about_ca_system_score_gemma":0.005790952,"threshold_uncertainty_score":0.06920838},"labels":[],"label_agreement":null},{"id":"W7117575561","doi":"10.3126/kjour.v7i2.88265","title":"Potential Clients’ Purchase Intention of Green Building in Kathmandu Valley","year":2025,"lang":"","type":"article","venue":"Khwopa Journal","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lambton College","funders":"","keywords":"Nonprobability sampling; Green building; Structural equation modeling; Intension; Preference; Emerging markets; Toolbox","score_opus":0.008825560520662553,"score_gpt":0.26201428809549565,"score_spread":0.2531887275748331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117575561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993131,0.000027846705,0.000034850233,0.00008501514,9.464832e-7,0.0000064882165,0.000021491094,7.751346e-7,0.0005094926],"genre_scores_gemma":[0.99857724,0.00008371575,0.00016053958,0.000053175223,8.2653276e-7,0.000023437286,0.000021720994,9.5264704e-7,0.001078351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996177,0.00012399837,0.000024736888,0.00003851495,0.00007453847,0.00012038799],"domain_scores_gemma":[0.9993337,0.0002876553,0.00012465997,0.00002523657,0.00009730526,0.00013146104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006031662,0.00014383475,0.00020560944,0.00032835096,0.0010805895,0.00089958264,0.00034735227,0.00042084555,0.0055495435],"category_scores_gemma":[0.0015712574,0.00023839642,0.00022283856,0.00042283343,0.0002967482,0.0006233408,0.00067245925,0.0005592502,0.00048517963],"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":[0.00014641372,0.00067390554,0.8761134,0.00014933677,0.000019391973,0.0019503981,0.07492312,0.00015384627,0.0024398793,0.0008734191,0.0010802266,0.041476663],"study_design_scores_gemma":[0.000012368397,0.00056358456,0.7091552,0.00023738582,0.000046963654,0.0016233798,0.28162843,0.0015823918,0.0010692406,0.00040325496,0.0036324998,0.00004529468],"about_ca_topic_score_codex":0.011651687,"about_ca_topic_score_gemma":0.02247439,"teacher_disagreement_score":0.011651687,"about_ca_system_score_codex":0.0005571043,"about_ca_system_score_gemma":0.0009181319,"threshold_uncertainty_score":0.02316773},"labels":[],"label_agreement":null},{"id":"W7117686299","doi":"10.1111/beer.70070","title":"From Rating System to Thought Leadership: The Evolution of the Canada Green Building Council","year":2025,"lang":"en","type":"article","venue":"Business Ethics the Environment & Responsibility","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Corporate governance; Process (computing); Rating system; Work (physics); Organizational structure; Organizational analysis","score_opus":0.04174474885491451,"score_gpt":0.24032693608824682,"score_spread":0.19858218723333232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117686299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90242404,0.0007500835,0.0018222869,0.017336013,0.00021971908,0.00019721466,0.00037572175,0.00013836143,0.076736614],"genre_scores_gemma":[0.9908846,0.00011779596,0.00066915323,0.0002707831,0.000013448712,0.00001770533,0.00005783571,0.000024443541,0.00794427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.989945,0.0024548462,0.00019328203,0.00079189125,0.0039581126,0.0026568833],"domain_scores_gemma":[0.9564726,0.0067545455,0.0028856217,0.001847469,0.021500085,0.010539696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007862578,0.00023725202,0.00023345773,0.0036513435,0.0150103895,0.008769541,0.0022179403,0.001116838,0.00458754],"category_scores_gemma":[0.03150536,0.00038079554,0.00020893947,0.0032081308,0.011112619,0.0015491977,0.0039622625,0.0017743162,0.00038051212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00042266503,0.00043219252,0.23837072,0.00021390613,0.00004396698,0.0025082612,0.38812128,0.0015748979,0.0034730032,0.07125151,0.0469831,0.24660449],"study_design_scores_gemma":[0.000035699293,0.00016954124,0.43127787,0.00023210763,0.000024280622,0.00027399807,0.2819332,0.002886967,0.0016150492,0.004027507,0.27735984,0.00016397778],"about_ca_topic_score_codex":0.971575,"about_ca_topic_score_gemma":0.98381996,"teacher_disagreement_score":0.83013153,"about_ca_system_score_codex":0.16986845,"about_ca_system_score_gemma":0.15165333,"threshold_uncertainty_score":0.96283495},"labels":[],"label_agreement":null},{"id":"W7120631137","doi":"","title":"Avaliação de edifícios no Brasil: da avaliação ambiental para avaliação de sustentabilidade","year":2008,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Sustainable Building Design and Assessment","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":"Environmental impact assessment; Dimension (graph theory); Sustainable development; Life-cycle assessment; Private sector; Work (physics)","score_opus":0.030862469690445676,"score_gpt":0.2620783390066199,"score_spread":0.23121586931617424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120631137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8720204,0.007839636,0.04493293,0.0021729209,0.00007796682,0.00054761115,0.0025207922,0.0005904519,0.06929726],"genre_scores_gemma":[0.9767419,0.0028364593,0.0185623,0.00006571682,0.000012569193,0.00007760212,0.00030940832,0.00001979523,0.0013742573],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852043,0.00034517384,0.0001005055,0.00019974682,0.00072932494,0.0001048643],"domain_scores_gemma":[0.99705076,0.0013773844,0.00034033874,0.00027463576,0.00081289595,0.00014399158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027060697,0.0006192243,0.00050880574,0.00430851,0.00094486616,0.0026748995,0.0005461448,0.0008939991,0.0013141582],"category_scores_gemma":[0.005534186,0.00037680293,0.0004895054,0.00397694,0.0014085418,0.0016924749,0.0012064166,0.00067397207,0.00032120926],"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":[0.00034722415,0.00019318103,0.41337937,0.0017314836,0.00020142975,0.000587556,0.012828258,0.01318105,0.015452346,0.029023373,0.0029590062,0.51011574],"study_design_scores_gemma":[0.00005136219,0.00039968258,0.81846213,0.0012258579,0.00044153366,0.00069007865,0.019077519,0.049095746,0.015839892,0.027835349,0.06663117,0.00024963787],"about_ca_topic_score_codex":0.09198913,"about_ca_topic_score_gemma":0.17035402,"teacher_disagreement_score":0.09198913,"about_ca_system_score_codex":0.0019285236,"about_ca_system_score_gemma":0.0030229865,"threshold_uncertainty_score":0.1829074},"labels":[],"label_agreement":null},{"id":"W7125799292","doi":"10.4995/vibrarch2024.2024.18164","title":"Practical strategies for more diverse housing design: advancing an architectural toolkit for the Transformation Framework","year":2024,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Adaptability; Modular design; Architecture; Diversity (politics); Built environment; Multiculturalism; Set (abstract data type); Architectural design; Order (exchange)","score_opus":0.03981116302674152,"score_gpt":0.3401548103960238,"score_spread":0.30034364736928226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125799292","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03748829,0.0027631486,0.59267443,0.06519092,0.00063591497,0.0013303233,0.00010592761,0.000670104,0.29914096],"genre_scores_gemma":[0.5375977,0.0015354612,0.44315007,0.001717764,0.00007962973,0.0010825348,0.00013751267,0.0002640636,0.014435257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9809084,0.014710551,0.00052009366,0.00095110113,0.001919239,0.0009905613],"domain_scores_gemma":[0.99294406,0.002951276,0.00041322247,0.0014812461,0.0013334833,0.0008766941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022307413,0.0017044662,0.00060040446,0.003522342,0.0102372365,0.016931914,0.004368158,0.004366599,0.00700053],"category_scores_gemma":[0.010746294,0.0007451483,0.0009748557,0.0024383012,0.044748146,0.014456261,0.016463751,0.0066907844,0.0017348842],"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":[0.000012720718,0.000085788364,0.00065113185,0.000241885,0.000009829537,0.00033965,0.06792243,0.0024309705,0.000586498,0.88978094,0.004776823,0.033161357],"study_design_scores_gemma":[0.000022508815,0.00007519938,0.0007735805,0.00084013824,0.000017631284,0.00046764483,0.12707287,0.0048156087,0.00094784953,0.5460036,0.31891087,0.000052593838],"about_ca_topic_score_codex":0.009527155,"about_ca_topic_score_gemma":0.026228951,"teacher_disagreement_score":0.022307413,"about_ca_system_score_codex":0.015657019,"about_ca_system_score_gemma":0.024745537,"threshold_uncertainty_score":0.11797428},"labels":[],"label_agreement":null},{"id":"W7127125843","doi":"10.15396/afres2025-025","title":"Diaspora Cooperatives and Sustainable Real Estate Finance: A Discrete Choice Modelling Approach","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Real estate; Investment (military); Diaspora; Sustainability; Leverage (statistics); Sample (material); Subsidy","score_opus":0.011441712383760305,"score_gpt":0.25477960063806904,"score_spread":0.24333788825430874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127125843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84271383,0.00046422024,0.14145282,0.0013336301,0.000068559064,0.0005781845,0.00092797796,0.000060807313,0.012399967],"genre_scores_gemma":[0.9616862,0.000369211,0.031448998,0.00010729529,0.00002046025,0.00057575176,0.00021032574,0.000009230965,0.0055726026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829274,0.0013246554,0.000033935143,0.00012896904,0.00007570651,0.00014398641],"domain_scores_gemma":[0.99399054,0.0052889627,0.00032211153,0.00013934035,0.0001280084,0.0001312036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041736164,0.00053272437,0.00077541795,0.0006884148,0.0005334558,0.0022846425,0.0009973533,0.0013623214,0.0083858045],"category_scores_gemma":[0.0050426787,0.00042289632,0.0010743922,0.0007353668,0.0008221223,0.0010479579,0.0011005438,0.0016397419,0.00037147326],"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":[0.0013597308,0.002060828,0.06871455,0.00046842426,0.0003733032,0.00079491106,0.0026671693,0.5894288,0.0014079881,0.29284313,0.0020893624,0.037791748],"study_design_scores_gemma":[0.00010366956,0.0003456888,0.004660464,0.00008625456,0.000058270824,0.00005191163,0.0011391613,0.9543169,0.00023678588,0.035673965,0.003289281,0.000037679347],"about_ca_topic_score_codex":0.008136114,"about_ca_topic_score_gemma":0.009849476,"teacher_disagreement_score":0.0083858045,"about_ca_system_score_codex":0.001302163,"about_ca_system_score_gemma":0.0013809399,"threshold_uncertainty_score":0.028053343},"labels":[],"label_agreement":null},{"id":"W7127918949","doi":"10.22260/crc-csce-2025/0214","title":"Qualitative Evaluation of the Drivers and Barriers of Sustainable Construction Practices in Canada: A Case Study","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Qualitative research; Process (computing); Sustainability; Work (physics); Data collection; Construction management","score_opus":0.029269628086066153,"score_gpt":0.3563442650972438,"score_spread":0.32707463701117767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127918949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97411126,0.000344808,0.004186037,0.0024111837,0.00003166175,0.0010848062,0.00082052907,0.000026288873,0.016983334],"genre_scores_gemma":[0.9857523,0.0005557429,0.004469169,0.00051707006,0.0000052195037,0.0007789523,0.0002719948,0.000029221761,0.0076202885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99190134,0.0032452114,0.00027029298,0.00062317704,0.0021026453,0.001857297],"domain_scores_gemma":[0.9809904,0.009471173,0.00086358225,0.0006123721,0.006491907,0.0015705366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011956359,0.00044587016,0.0005866015,0.0026234065,0.017936543,0.0041815666,0.0021916828,0.0012731914,0.0045070876],"category_scores_gemma":[0.017324472,0.0005246246,0.00046066826,0.004966096,0.006648849,0.0012279581,0.0048024156,0.0014847755,0.00028792841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102915634,0.00016902733,0.025195163,0.0004908037,0.000013494547,0.0026833785,0.9308709,0.00069953664,0.0022358887,0.0065409387,0.0029073916,0.028090648],"study_design_scores_gemma":[0.000009734506,0.000051687126,0.0144261,0.00032756146,0.000012055192,0.00015373081,0.9594412,0.00084811356,0.00095462153,0.0008045169,0.022929952,0.000040817402],"about_ca_topic_score_codex":0.92609423,"about_ca_topic_score_gemma":0.9659805,"teacher_disagreement_score":0.09111719,"about_ca_system_score_codex":0.09111719,"about_ca_system_score_gemma":0.14189053,"threshold_uncertainty_score":0.66110456},"labels":[],"label_agreement":null},{"id":"W7127989744","doi":"10.22260/crc-csce-2025/0058","title":"Decision-Support Tool for Selecting the Best Delivery Method in Sustainable Construction Projects","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"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":"King Abdullah University of Science and Technology; University of Alberta","keywords":"Production (economics); Selection (genetic algorithm); Key (lock); Sustainability; Work (physics)","score_opus":0.013428865335328888,"score_gpt":0.30029685174197823,"score_spread":0.28686798640664934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127989744","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16746604,0.00071866857,0.7758162,0.0024422358,0.0001598129,0.0039595645,0.004285256,0.015855324,0.029296827],"genre_scores_gemma":[0.24606432,0.0003037536,0.7493755,0.00013419816,0.000027086326,0.0012260313,0.0012676495,0.00016099235,0.0014403913],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99290836,0.0039605354,0.00093122525,0.00046936318,0.0014484038,0.0002822157],"domain_scores_gemma":[0.97318745,0.020933462,0.0016664283,0.00083360524,0.0027384248,0.0006406757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013853398,0.0017083099,0.0012152571,0.007978433,0.0014496262,0.0047883177,0.00198007,0.0015607881,0.010906324],"category_scores_gemma":[0.030585045,0.0008332252,0.000888451,0.004414655,0.00050116377,0.0032888113,0.0025378873,0.001243738,0.0026270784],"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":[0.0015043519,0.0014850881,0.014771838,0.003194943,0.00022595304,0.0010235764,0.0043586274,0.066850945,0.013074978,0.018001609,0.023537721,0.8519703],"study_design_scores_gemma":[0.000951273,0.0013399309,0.011344771,0.0024482212,0.0004082509,0.00063182344,0.007351878,0.8282444,0.031104581,0.03562005,0.08012527,0.00042955158],"about_ca_topic_score_codex":0.0015351373,"about_ca_topic_score_gemma":0.003433198,"teacher_disagreement_score":0.013853398,"about_ca_system_score_codex":0.0015842053,"about_ca_system_score_gemma":0.0026910002,"threshold_uncertainty_score":0.07326466},"labels":[],"label_agreement":null},{"id":"W7127994155","doi":"10.22260/crc-csce-2025/0049","title":"Transforming Canada's Housing Stock: A Comprehensive Categorization of Sustainable Retrofit Strategies for Residential Building","year":2025,"lang":"","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","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":"Categorization; Sustainability; Work (physics); Identification (biology); Sustainable development","score_opus":0.0109504569664151,"score_gpt":0.2605521265569618,"score_spread":0.2496016695905467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127994155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76277936,0.0062781554,0.008596358,0.0039033832,0.0000843489,0.0006532705,0.0047017983,0.00019404531,0.21280926],"genre_scores_gemma":[0.9655862,0.0035324756,0.0125051,0.00023708298,0.000007352796,0.00009675383,0.0016756054,0.00004017001,0.016319217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987526,0.00005249856,0.000026285668,0.000045218276,0.0008466986,0.000276751],"domain_scores_gemma":[0.99889225,0.000040894407,0.000068224224,0.00003570447,0.0007777506,0.0001852805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241709,0.00063305965,0.000218785,0.0031427837,0.0049295155,0.003295912,0.0010360206,0.0003817751,0.0026975423],"category_scores_gemma":[0.0010480434,0.0001317355,0.00046490674,0.004650837,0.0014420996,0.00085198437,0.0014814291,0.00046414975,0.00020736009],"study_design_candidate":"not_applicable","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":[0.00014036927,0.00021436239,0.23038054,0.0007780146,0.0001064742,0.0005089924,0.020400716,0.009959635,0.0071070488,0.07968483,0.04196882,0.60875016],"study_design_scores_gemma":[0.000019090583,0.000162931,0.5787217,0.0008622877,0.00015534076,0.00031801956,0.08086025,0.008762177,0.0038171827,0.005501253,0.32068154,0.00013822383],"about_ca_topic_score_codex":0.97559685,"about_ca_topic_score_gemma":0.9949066,"teacher_disagreement_score":0.063668475,"about_ca_system_score_codex":0.063668475,"about_ca_system_score_gemma":0.075316094,"threshold_uncertainty_score":0.4619493},"labels":[],"label_agreement":null},{"id":"W7128525495","doi":"10.64903/1480-6800.23.2.169","title":"Exploring Dimensions of Sustainable Housing Development: Results from a Pilot Study in Pulau Pangkor, Malaysia","year":2020,"lang":"","type":"article","venue":"Arab world geographer","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Population; Sustainable development; Dimension (graph theory); Sustainable community; Questionnaire","score_opus":0.0603899711447327,"score_gpt":0.24885143964412712,"score_spread":0.18846146849939444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128525495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99939907,0.000031217427,0.00006574526,0.000022669463,0.0000013303002,0.00006367383,0.00003207938,8.574389e-7,0.00038342015],"genre_scores_gemma":[0.9984688,0.0002424055,0.00041580526,0.000025865069,0.0000018892877,0.00012485954,0.000051634248,0.00000113381,0.0006675777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994733,0.0002500467,0.00003582995,0.000042906115,0.00007841035,0.00011948422],"domain_scores_gemma":[0.99871004,0.0005045759,0.00021568203,0.00005934713,0.0002641609,0.00024618272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022440902,0.00041110575,0.0002820034,0.00068935624,0.00085356325,0.00083092425,0.00042627938,0.0003208811,0.0011315256],"category_scores_gemma":[0.0021560674,0.00041609287,0.000354323,0.0008687877,0.000758399,0.0010074659,0.001002554,0.00049520616,0.00022040156],"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":[0.00030957075,0.002406631,0.7422454,0.00060929003,0.00006962608,0.0026555522,0.1890778,0.0004936059,0.003274499,0.00043044283,0.0006726818,0.057754956],"study_design_scores_gemma":[0.000024553286,0.0022181538,0.7179339,0.00014770869,0.000050760485,0.00041256196,0.27442694,0.0005386761,0.0012931296,0.00009358122,0.0028308716,0.000029229213],"about_ca_topic_score_codex":0.014277174,"about_ca_topic_score_gemma":0.058635436,"teacher_disagreement_score":0.014277174,"about_ca_system_score_codex":0.0012443063,"about_ca_system_score_gemma":0.0023203106,"threshold_uncertainty_score":0.028388143},"labels":[],"label_agreement":null},{"id":"W7130852668","doi":"10.5281/zenodo.18724900","title":"Eco-Friendly Materials Adoption Analysis in Kampala's Settlements: A Replication Study","year":2000,"lang":"en","type":"article","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Psychological intervention; Human settlement; Appeal; Qualitative research; Perception; Affect (linguistics); Qualitative property; Quality (philosophy)","score_opus":0.01901614391932192,"score_gpt":0.30712164300266087,"score_spread":0.28810549908333893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130852668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970061,0.000022520615,0.0010344245,0.000035820434,0.000005391886,0.00094413984,0.00017017806,0.000014251307,0.0007671836],"genre_scores_gemma":[0.9916965,0.000069053785,0.0042631486,0.000052467058,0.0000061235314,0.0029530686,0.00028412425,0.000011281152,0.00066410436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972669,0.0016087672,0.00024693654,0.00031474396,0.0003052407,0.00025743246],"domain_scores_gemma":[0.99101055,0.0034149156,0.0007913493,0.0023822207,0.0021346356,0.00026631876],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0074169617,0.0007592132,0.00092785957,0.0019266952,0.0023657875,0.0012008059,0.001066575,0.0009834006,0.001980415],"category_scores_gemma":[0.015758507,0.00090001523,0.0014116921,0.002620227,0.0011005888,0.0012660483,0.0014148524,0.0011327356,0.00058287807],"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":[0.001750575,0.008745683,0.53161687,0.0012948316,0.0005477245,0.0060798908,0.28749064,0.0023917896,0.020182911,0.0015274307,0.0015486969,0.13682298],"study_design_scores_gemma":[0.0004816884,0.008908663,0.8112378,0.00019989481,0.0005293759,0.001523987,0.15279768,0.004739974,0.009592702,0.001047341,0.008779425,0.00016146115],"about_ca_topic_score_codex":0.016741792,"about_ca_topic_score_gemma":0.017239287,"teacher_disagreement_score":0.99258304,"about_ca_system_score_codex":0.0013437138,"about_ca_system_score_gemma":0.002622537,"threshold_uncertainty_score":0.0392251},"labels":[],"label_agreement":null},{"id":"W7130891851","doi":"10.5281/zenodo.18724899","title":"Eco-Friendly Materials Adoption Analysis in Kampala's Settlements: A Replication Study","year":2000,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Psychological intervention; Human settlement; Appeal; Qualitative research; Perception; Affect (linguistics); Qualitative property; Quality (philosophy)","score_opus":0.017618763322094024,"score_gpt":0.2547206804460259,"score_spread":0.2371019171239319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130891851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967231,0.00002555123,0.0010478706,0.000036484747,0.0000063483267,0.0011757462,0.00020827584,0.000014506084,0.0007622037],"genre_scores_gemma":[0.99014777,0.00008248727,0.004306891,0.00006482267,0.000007847295,0.0041877697,0.00037481828,0.000013815501,0.0008137927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729,0.0015663116,0.00024974474,0.00032163327,0.00029527085,0.00027698244],"domain_scores_gemma":[0.99129736,0.0031043515,0.00081175775,0.0024636213,0.0020430232,0.00027986683],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0071322294,0.0008779119,0.0010781587,0.0021194466,0.002649291,0.0012533887,0.0011154403,0.001115359,0.0022695097],"category_scores_gemma":[0.014495254,0.0010347915,0.00152426,0.0028399832,0.0012251239,0.0013631553,0.0015132185,0.0012486558,0.0007443243],"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":[0.002099797,0.010941174,0.5233176,0.0014566378,0.00062194286,0.0064605745,0.29954278,0.002211521,0.02177477,0.0014576515,0.0017054175,0.12841022],"study_design_scores_gemma":[0.0005741923,0.010280176,0.8016124,0.00020184189,0.0005516705,0.0015610295,0.16147922,0.0040383562,0.009312026,0.0010480175,0.009160699,0.0001804536],"about_ca_topic_score_codex":0.01644499,"about_ca_topic_score_gemma":0.01656223,"teacher_disagreement_score":0.99286777,"about_ca_system_score_codex":0.0014317374,"about_ca_system_score_gemma":0.0026234777,"threshold_uncertainty_score":0.03771931},"labels":[],"label_agreement":null},{"id":"W7131112092","doi":"10.5281/zenodo.18749091","title":"Eco-Friendly Building Materials Adoption Rates and Community Health: A Theoretical Framework for Small Scale Builders in Lagos, Nigeria","year":2002,"lang":"en","type":"article","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Subsidy; Scale (ratio); Estimation; Capacity building; Empirical research; Empirical evidence","score_opus":0.037750369735723946,"score_gpt":0.3153603870377833,"score_spread":0.27761001730205936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131112092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98716474,0.00016090793,0.008351162,0.0006405028,0.0000072565035,0.000095928146,0.00016872046,0.000016461689,0.0033943201],"genre_scores_gemma":[0.9980336,0.00010730775,0.0013474729,0.000011500157,0.0000019023392,0.00006144954,0.000048896338,0.0000022234617,0.0003856161],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999408,0.0003278342,0.000026279446,0.00010363278,0.00002305604,0.00011111358],"domain_scores_gemma":[0.9972,0.0022830237,0.00025196248,0.00005394738,0.00010619581,0.00010488225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024198913,0.00053626,0.00036893768,0.001516475,0.0011624913,0.0020846773,0.0008502278,0.000882265,0.006410612],"category_scores_gemma":[0.0038488824,0.00037196616,0.0005105968,0.0010257497,0.0020755315,0.0015040111,0.0012321803,0.0007513554,0.00023770484],"study_design_candidate":"theoretical_or_conceptual","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":[0.0002963062,0.0011127682,0.65441334,0.00025328444,0.00014537328,0.0024367874,0.02176147,0.104694135,0.0010828043,0.17878997,0.0010995545,0.033914138],"study_design_scores_gemma":[0.00010382706,0.00063025276,0.20422533,0.00029649507,0.00023641263,0.00084147736,0.069783,0.6532399,0.00091050024,0.06622092,0.003400077,0.00011185568],"about_ca_topic_score_codex":0.043020025,"about_ca_topic_score_gemma":0.038780157,"teacher_disagreement_score":0.043020025,"about_ca_system_score_codex":0.0026855948,"about_ca_system_score_gemma":0.0015803357,"threshold_uncertainty_score":0.08553922},"labels":[],"label_agreement":null},{"id":"W7131129717","doi":"10.5281/zenodo.18749092","title":"Eco-Friendly Building Materials Adoption Rates and Community Health: A Theoretical Framework for Small Scale Builders in Lagos, Nigeria","year":2002,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Subsidy; Scale (ratio); Estimation; Capacity building; Empirical research; Empirical evidence","score_opus":0.03146172908381382,"score_gpt":0.2657103976554304,"score_spread":0.2342486685716166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131129717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886087,0.00016112547,0.007231232,0.00057505624,0.000006452768,0.00009064146,0.0001914931,0.000013775542,0.0031214633],"genre_scores_gemma":[0.99807215,0.00011691322,0.0012445247,0.000010632737,0.0000016621678,0.000060830924,0.000057135992,0.0000021475182,0.00043401407],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995073,0.00026102026,0.000021448644,0.00008721099,0.000018207445,0.000104799],"domain_scores_gemma":[0.99794596,0.0016159045,0.00021105728,0.000044085486,0.00008659362,0.000096375064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018902806,0.0005198033,0.0003607804,0.0013955296,0.0011363291,0.0019002472,0.00081860024,0.0008662414,0.0063194856],"category_scores_gemma":[0.00308127,0.0003538877,0.0004885857,0.0009804472,0.001829266,0.0013215138,0.0012366682,0.00069989456,0.00025784704],"study_design_candidate":"theoretical_or_conceptual","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":[0.00030343543,0.0010232774,0.72262686,0.00021873171,0.00012741119,0.002352855,0.017363217,0.08736331,0.0010868503,0.13849081,0.0009940795,0.028049191],"study_design_scores_gemma":[0.00010596932,0.00059881265,0.2538643,0.00029438786,0.00024241424,0.00092251215,0.07375311,0.61288136,0.00097132113,0.05272473,0.003533084,0.00010799118],"about_ca_topic_score_codex":0.046570506,"about_ca_topic_score_gemma":0.044505283,"teacher_disagreement_score":0.046570506,"about_ca_system_score_codex":0.0025163395,"about_ca_system_score_gemma":0.0015575538,"threshold_uncertainty_score":0.092598855},"labels":[],"label_agreement":null},{"id":"W7131248415","doi":"10.51599/is.2025.09.01.12","title":"Current trends and future research roadmap of multi-criteria decision-making in sustainable construction studies","year":2025,"lang":"uk","type":"article","venue":"Journal of Innovations and Sustainability","topic":"Sustainable Building Design and Assessment","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":"Multiple-criteria decision analysis; Scopus; Sustainability; Analytic hierarchy process; Novelty; Leverage (statistics); Flexibility (engineering)","score_opus":0.03112149659594497,"score_gpt":0.41557541548184257,"score_spread":0.3844539188858976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131248415","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011353059,0.8378853,0.028290436,0.08535374,0.001814551,0.0001902316,0.00022454039,0.00014712637,0.034740943],"genre_scores_gemma":[0.1958288,0.7257522,0.06790573,0.004860778,0.0017914233,0.0003706908,0.00039212705,0.00007060865,0.003027717],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9844428,0.008891214,0.0012688326,0.0011411682,0.0033552768,0.00090067973],"domain_scores_gemma":[0.9157597,0.06625344,0.0024494997,0.002237324,0.011101337,0.0021986812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032816615,0.0010080832,0.0014477182,0.010736494,0.0021327944,0.012712907,0.0021764527,0.004543741,0.0080743255],"category_scores_gemma":[0.022651432,0.0006307067,0.0016241953,0.021217527,0.0066267024,0.011211612,0.0040495563,0.0040964885,0.0011480139],"study_design_candidate":"theoretical_or_conceptual","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":[0.00015113446,0.00027746867,0.0052013746,0.02543043,0.00012256259,0.00035817715,0.007134785,0.0041729803,0.0009685384,0.22833656,0.013738309,0.7141076],"study_design_scores_gemma":[0.000038744874,0.0003902845,0.009290886,0.059268244,0.00017560189,0.000655099,0.032968003,0.011529324,0.0014901207,0.32175875,0.56222767,0.00020725993],"about_ca_topic_score_codex":0.0061489954,"about_ca_topic_score_gemma":0.008007876,"teacher_disagreement_score":0.032816615,"about_ca_system_score_codex":0.009399517,"about_ca_system_score_gemma":0.023756599,"threshold_uncertainty_score":0.17355293},"labels":[],"label_agreement":null},{"id":"W7132301810","doi":"","title":"Acoustic performance of green buildings: a post-occupancy evaluation","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Green building; Sustainability; Certification; Energy consumption; Quality (philosophy); Efficient energy use; Consumption (sociology); Environmental quality","score_opus":0.009410010840319333,"score_gpt":0.23952408541055362,"score_spread":0.23011407457023428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132301810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99454087,0.00011264723,0.0022756832,0.000013683211,0.000024615247,0.00009508563,0.00027001952,0.000051037205,0.0026163452],"genre_scores_gemma":[0.9952361,0.00008762236,0.0017334725,0.00001129743,0.000016907934,0.0000647266,0.00043160553,0.000026832611,0.0023913186],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970933,0.0007260191,0.000114215836,0.00018137897,0.0016623236,0.0002227857],"domain_scores_gemma":[0.99651504,0.0013042605,0.00032010014,0.0002616668,0.0013342851,0.00026451604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002156446,0.0005518113,0.0007519768,0.001118898,0.00053465646,0.0007071438,0.000492378,0.00063279964,0.0025350293],"category_scores_gemma":[0.0030044373,0.00021696235,0.0005625654,0.0006030621,0.00058415695,0.00067724136,0.000913431,0.00046651487,0.000741366],"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":[0.0152216125,0.010123634,0.2821475,0.0019819497,0.00048826123,0.0009004717,0.010762779,0.03802357,0.33991718,0.0011552431,0.0023305751,0.29694727],"study_design_scores_gemma":[0.00016006565,0.046204094,0.8220254,0.000060493847,0.00034895467,0.0007568628,0.0076967184,0.01229897,0.10198162,0.00034304403,0.007888737,0.00023512584],"about_ca_topic_score_codex":0.0018740625,"about_ca_topic_score_gemma":0.0033157286,"teacher_disagreement_score":0.0025350293,"about_ca_system_score_codex":0.00053496665,"about_ca_system_score_gemma":0.00030010092,"threshold_uncertainty_score":0.011404514},"labels":[],"label_agreement":null},{"id":"W7132438757","doi":"","title":"Écologique ce bâtiment?","year":2010,"lang":"fr","type":"article","venue":"NPARC","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Product (mathematics)","score_opus":0.008603107558271202,"score_gpt":0.23938558404248794,"score_spread":0.23078247648421674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132438757","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026138914,0.040104967,0.00228663,0.4002834,0.06556828,0.00007605998,0.002103207,0.0003749992,0.4865885],"genre_scores_gemma":[0.02999159,0.014674838,0.0010684778,0.0212869,0.009254796,0.000113306625,0.00072518346,0.00030173807,0.9225832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989943,0.00025704794,0.000067654786,0.00013495059,0.00036799232,0.00017808452],"domain_scores_gemma":[0.9991172,0.0002457749,0.00007565532,0.000038217153,0.00038078256,0.00014239969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010786472,0.00078367995,0.0007503201,0.00087343424,0.003017941,0.0047657704,0.00081094814,0.0030140895,0.19361669],"category_scores_gemma":[0.0037269546,0.00030326992,0.0005595829,0.0009655733,0.0015799506,0.0035791458,0.0018869943,0.004544666,0.045924615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004998046,0.00003579069,0.0004460443,0.00034644813,0.0000067365604,0.00032743372,0.000856632,0.00012154481,0.00028348688,0.089540094,0.8690909,0.038894974],"study_design_scores_gemma":[0.0000035392577,0.0000032511648,0.0005467702,0.000081869905,9.584942e-7,0.00010262246,0.00045342374,0.000028386536,0.000051871903,0.001013443,0.99770844,0.0000054764164],"about_ca_topic_score_codex":0.092691705,"about_ca_topic_score_gemma":0.10636769,"teacher_disagreement_score":0.19361669,"about_ca_system_score_codex":0.005539687,"about_ca_system_score_gemma":0.004780435,"threshold_uncertainty_score":0.64771235},"labels":[],"label_agreement":null},{"id":"W7134704065","doi":"","title":"Designing Affordable Housing for Adaptability: Principles, Practices, &amp; Application","year":2013,"lang":"","type":"article","venue":"Scholarship @ Claremont (The Claremont Colleges)","topic":"Sustainable Building Design and Assessment","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":"Affordable housing; Sustainability; Adaptability; Public housing; Sustainable community; Sustainable design; Poverty; Downtown; Architecture","score_opus":0.062387455261614815,"score_gpt":0.29703445611743207,"score_spread":0.23464700085581724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134704065","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042408176,0.0048122527,0.54907316,0.01424376,0.0003019009,0.0009326994,0.00007545019,0.00042683198,0.38772568],"genre_scores_gemma":[0.4115487,0.0072428216,0.5285275,0.0008447604,0.00010013737,0.00075815496,0.00006184081,0.00011536572,0.050800677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875176,0.00040740203,0.000066750705,0.00015188531,0.0005148067,0.000107341555],"domain_scores_gemma":[0.9994246,0.0001721605,0.00007330168,0.0000924327,0.00015982184,0.00007787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015625651,0.00056000386,0.00016779812,0.0008319118,0.0022429791,0.0031684707,0.001166218,0.0011007714,0.0041207736],"category_scores_gemma":[0.0017688923,0.00035673947,0.00045425852,0.0009357562,0.0051654223,0.0024107597,0.0033249806,0.0011110563,0.00088887865],"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":[0.000021151422,0.0001954998,0.004383492,0.00062610063,0.000017772953,0.0007522758,0.015929785,0.011320024,0.0048983814,0.65343815,0.0156227695,0.2927946],"study_design_scores_gemma":[0.000023086694,0.00019247892,0.0045170803,0.0009602769,0.00002500324,0.00093211845,0.011562309,0.017673977,0.0051779253,0.27131373,0.6875575,0.00006455309],"about_ca_topic_score_codex":0.005393746,"about_ca_topic_score_gemma":0.015325922,"teacher_disagreement_score":0.005393746,"about_ca_system_score_codex":0.002904921,"about_ca_system_score_gemma":0.0027521963,"threshold_uncertainty_score":0.021076798},"labels":[],"label_agreement":null},{"id":"W7135716576","doi":"","title":"A Guide to Effective Climate Governance in the Canadian Commercial Real Estate Sector:Building for the Net-Zero Future","year":2022,"lang":"en","type":"book","venue":"Explore Bristol Research","topic":"Sustainable Building Design and Assessment","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":"Real estate; Leverage (statistics); Corporate governance; Climate change; Work (physics); Climate governance; Estate","score_opus":0.04867978228076349,"score_gpt":0.3580359840069742,"score_spread":0.3093562017262107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135716576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011943511,0.015804011,0.011585557,0.013740102,0.0015489275,0.00040601933,0.0019320553,0.0010276282,0.9527613],"genre_scores_gemma":[0.004897649,0.010878449,0.015942596,0.002415842,0.000106844076,0.00011428368,0.0008906047,0.00025691374,0.96449685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938905,0.000044913348,0.000014637572,0.000028249555,0.0004310146,0.000092082766],"domain_scores_gemma":[0.99951446,0.000055960296,0.000010740339,0.000015786734,0.0002999079,0.00010315107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190777,0.000891754,0.00035257556,0.0016802505,0.004043159,0.0037288389,0.0012843442,0.0019121252,0.059074398],"category_scores_gemma":[0.0010436231,0.00044625922,0.00031972898,0.0027375643,0.0017228092,0.00205212,0.0009770325,0.0016589882,0.020276655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003297017,0.000016731836,0.000114089424,0.000109210734,0.0000010292964,0.00008696873,0.00091188797,0.00036280177,0.00028639793,0.02506416,0.888671,0.084372476],"study_design_scores_gemma":[7.541589e-7,0.0000024217004,0.00024315152,0.00005699432,5.029745e-7,0.000036389225,0.00031628396,0.00006634834,0.00003287348,0.0014500553,0.99778926,0.0000049851974],"about_ca_topic_score_codex":0.8086803,"about_ca_topic_score_gemma":0.9617505,"teacher_disagreement_score":0.1913197,"about_ca_system_score_codex":0.017260062,"about_ca_system_score_gemma":0.031070793,"threshold_uncertainty_score":0.38489282},"labels":[],"label_agreement":null},{"id":"W7139884767","doi":"","title":"Beyond Greenery: Unveiling the diverse impacts of green infrastructure within the Four Walls","year":2025,"lang":"","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Sustainable Building Design and Assessment","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":"Ministry of Education, India","keywords":"Transformative learning; Green infrastructure; Equity (law); Social impact; Social impact assessment; Value (mathematics)","score_opus":0.008745843877431023,"score_gpt":0.22879833017491055,"score_spread":0.22005248629747953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139884767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361523,0.00096733496,0.002246311,0.0025123262,0.000046967663,0.00002837437,0.00005345629,0.000021074302,0.05797189],"genre_scores_gemma":[0.9952129,0.0003858866,0.00085838896,0.00010094929,0.0000066531416,0.000006597615,0.000015295622,0.000008731273,0.0034046306],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992607,0.0003263165,0.000007655252,0.00004499203,0.00013787809,0.00022248672],"domain_scores_gemma":[0.9994667,0.00022708726,0.00007004722,0.000046691603,0.00006566849,0.00012380996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009333734,0.0003044844,0.0001769944,0.0005977121,0.0041018594,0.003981483,0.0006235532,0.000538655,0.0033992056],"category_scores_gemma":[0.0012016349,0.00014441153,0.00025284136,0.00065258605,0.009246758,0.0023489827,0.0043764384,0.0009197688,0.00014837568],"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":[0.00018001099,0.00006295029,0.052051637,0.00055097626,0.000049388203,0.0021645862,0.7677592,0.0019138778,0.0059181014,0.06598663,0.0059840432,0.09737862],"study_design_scores_gemma":[0.000007019632,0.00016227819,0.086730145,0.0003628436,0.000050779447,0.00033615172,0.7904239,0.00068229274,0.002060149,0.009686997,0.109454684,0.000042753443],"about_ca_topic_score_codex":0.09649883,"about_ca_topic_score_gemma":0.38575697,"teacher_disagreement_score":0.09649883,"about_ca_system_score_codex":0.0061152587,"about_ca_system_score_gemma":0.004882634,"threshold_uncertainty_score":0.19187433},"labels":[],"label_agreement":null},{"id":"W7142318581","doi":"10.71465/ajccee.1824","title":"The Impact of Construction Practices on Urban Ecosystems","year":2022,"lang":"","type":"article","venue":"American Journal Of Civil Construction And Environmental Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Urbanization; Urban ecosystem; Threatened species; Green infrastructure; Biodiversity; Urban planning; Sustainability; Sustainable development; Ecosystem","score_opus":0.004566073949493227,"score_gpt":0.21097072962857932,"score_spread":0.20640465567908609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7142318581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521194,0.0025573599,0.0011798448,0.00089204253,0.000022866903,0.000017512142,0.00010306946,0.000012495305,0.04309547],"genre_scores_gemma":[0.9978479,0.0012060982,0.00028175683,0.000053167354,0.000009325027,0.0000052885807,0.00002133759,0.0000036064298,0.0005716176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822253,0.0007637883,0.00006699403,0.00011038855,0.0005078251,0.00032839316],"domain_scores_gemma":[0.998086,0.0006113246,0.0005422204,0.00015303245,0.0004139768,0.00019356905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006957488,0.00027649247,0.00012817442,0.0010218488,0.0015008678,0.002886202,0.00036491622,0.00053696515,0.0021430678],"category_scores_gemma":[0.0025012922,0.00016510904,0.00023644649,0.0015808285,0.0025262127,0.00094549736,0.0021830748,0.0003819928,0.00021069053],"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":[0.0001617439,0.00037093766,0.72801703,0.00066381204,0.0003515298,0.001296772,0.0102109825,0.014427692,0.011640381,0.030034557,0.0023007577,0.20052382],"study_design_scores_gemma":[0.0000057098323,0.00028120342,0.92983633,0.0003379723,0.00010932538,0.000647599,0.019650815,0.002025417,0.0025431984,0.009615984,0.03490023,0.000046102537],"about_ca_topic_score_codex":0.01114785,"about_ca_topic_score_gemma":0.04274901,"teacher_disagreement_score":0.01114785,"about_ca_system_score_codex":0.0022448024,"about_ca_system_score_gemma":0.0014863124,"threshold_uncertainty_score":0.022165954},"labels":[],"label_agreement":null},{"id":"W7154169662","doi":"10.1145/3772318.3808972","title":"10.1145/3772318.3808972","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Sustainability; Component (thermodynamics); Key (lock)","score_opus":0.004018864106156335,"score_gpt":0.17158393688838966,"score_spread":0.16756507278223332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154169662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017075397,0.003324978,0.010374794,0.0009579928,0.0019377747,0.00039286746,0.008966061,0.013820023,0.95851797],"genre_scores_gemma":[0.0029880556,0.0015810318,0.0015127219,0.0004939697,0.00010850941,0.00017606768,0.0049405545,0.0014901047,0.986709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932647,0.0000407853,0.00005787552,0.00019700763,0.00021505397,0.00016281543],"domain_scores_gemma":[0.9982949,0.00033695257,0.000069563845,0.00055341015,0.000403512,0.000341627],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019541746,0.0031224638,0.0023338823,0.0025495065,0.0026014822,0.005001596,0.0028826678,0.0051415134,0.9533004],"category_scores_gemma":[0.0033655344,0.0018899315,0.00130787,0.008031497,0.0014887169,0.00951834,0.006078366,0.0023347249,0.96954733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027607015,0.00018734897,0.0005552253,0.00057824,0.00003968763,0.00023583215,0.0001175547,0.0006784873,0.001586701,0.0072827623,0.64553964,0.34292248],"study_design_scores_gemma":[0.00003399128,0.000033225253,0.0007685147,0.00025049105,0.000038648705,0.00013423312,0.00008950019,0.00076657423,0.0005103978,0.0012795825,0.99605983,0.00003495498],"about_ca_topic_score_codex":0.017491112,"about_ca_topic_score_gemma":0.0144224195,"teacher_disagreement_score":0.046699584,"about_ca_system_score_codex":0.002379897,"about_ca_system_score_gemma":0.0010821291,"threshold_uncertainty_score":0.06661129},"labels":[],"label_agreement":null},{"id":"W7160795261","doi":"","title":"Green building","year":2010,"lang":"en","type":"article","venue":"MOspace Institutional Repository (University of Missouri)","topic":"Sustainable Building Design and Assessment","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":"IBM; Quarter (Canadian coin); Energy (signal processing); Green building; Energy conservation; Efficient energy use","score_opus":0.005660495276501227,"score_gpt":0.18359163490774413,"score_spread":0.1779311396312429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160795261","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002044307,0.004834377,0.009920827,0.011442572,0.0023805045,0.000060964394,0.00039465708,0.0008925471,0.9680293],"genre_scores_gemma":[0.0749904,0.010659549,0.016022135,0.008212346,0.0005491442,0.00009953347,0.0006966946,0.00073011155,0.8880401],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892527,0.00015441244,0.000020414705,0.00011774177,0.00062645203,0.00015574407],"domain_scores_gemma":[0.99950266,0.00004399004,0.000017759146,0.00013728724,0.00019780129,0.00010049725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007464183,0.0006472662,0.00028621373,0.0008361373,0.0023189334,0.0039869784,0.00093991164,0.0016156875,0.10065136],"category_scores_gemma":[0.0012072887,0.00021481664,0.0004049022,0.0009921456,0.0016337514,0.002336296,0.0042633777,0.0017236277,0.034655444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002230058,0.000048973932,0.00039565004,0.00027267967,0.000010394824,0.00010033037,0.0007185495,0.0004857919,0.0017804201,0.32459185,0.4669246,0.20464844],"study_design_scores_gemma":[7.653093e-7,0.0000050113235,0.00010645645,0.000053247903,0.0000012555173,0.0000310414,0.0001284121,0.000039413768,0.00034354834,0.009521238,0.98976666,0.0000030509725],"about_ca_topic_score_codex":0.004172899,"about_ca_topic_score_gemma":0.010995563,"teacher_disagreement_score":0.10065136,"about_ca_system_score_codex":0.0020209788,"about_ca_system_score_gemma":0.0026692573,"threshold_uncertainty_score":0.3367123},"labels":[],"label_agreement":null},{"id":"W7164121158","doi":"10.5281/zenodo.20621074","title":"Energy Efficiency and Resource Conservation in Indian Green Buildings: A Study of GRIHA-Rated Projects","year":2017,"lang":"en","type":"article","venue":"Open MIND","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Sustainability; Resource efficiency; Efficient energy use; Resource (disambiguation); Energy conservation; Energy consumption; Per capita; Natural resource; Sustainable development; Urbanization","score_opus":0.03013619462551934,"score_gpt":0.28506934274489854,"score_spread":0.25493314811937917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164121158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997912,0.00002515219,0.00011965318,0.000022992523,9.68519e-7,0.000015320587,0.000034256078,0.000002561189,0.0018670884],"genre_scores_gemma":[0.9993963,0.00003651021,0.00014408003,0.000007843179,0.0000012774025,0.000011277689,0.00003387935,0.0000020071234,0.0003666506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860746,0.0005424166,0.000062580824,0.000096139585,0.0003438671,0.00034751193],"domain_scores_gemma":[0.9962632,0.0009144381,0.001183275,0.0003582826,0.00076673366,0.00051413337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015466596,0.0002699366,0.00024193048,0.0014970745,0.0014239325,0.002019159,0.00094543165,0.00033479845,0.0013944708],"category_scores_gemma":[0.0034938613,0.000225855,0.0004893533,0.0026944934,0.0012895555,0.0006972928,0.0016233101,0.00074986863,0.0003191616],"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":[0.00038626845,0.0025220509,0.87714154,0.00022352775,0.00013243567,0.0011940276,0.037281226,0.0074456506,0.0037867127,0.007349445,0.0013380479,0.06119899],"study_design_scores_gemma":[0.000007824619,0.0007259366,0.935819,0.000041169766,0.000042807493,0.00025519202,0.053887255,0.003615291,0.00094749307,0.0004788955,0.0041419207,0.000037291455],"about_ca_topic_score_codex":0.018205142,"about_ca_topic_score_gemma":0.030876273,"teacher_disagreement_score":0.018205142,"about_ca_system_score_codex":0.0023394078,"about_ca_system_score_gemma":0.0015167393,"threshold_uncertainty_score":0.036198318},"labels":[],"label_agreement":null},{"id":"W7164127842","doi":"10.5281/zenodo.20621073","title":"Energy Efficiency and Resource Conservation in Indian Green Buildings: A Study of GRIHA-Rated Projects","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Sustainability; Resource efficiency; Efficient energy use; Resource (disambiguation); Energy conservation; Energy consumption; Per capita; Natural resource; Sustainable development; Urbanization","score_opus":0.02598975457573331,"score_gpt":0.23967321322796448,"score_spread":0.21368345865223118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164127842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997912,0.00002515219,0.00011965318,0.000022992523,9.68519e-7,0.000015320587,0.000034256078,0.000002561189,0.0018670884],"genre_scores_gemma":[0.9993963,0.00003651021,0.00014408003,0.000007843179,0.0000012774025,0.000011277689,0.00003387935,0.0000020071234,0.0003666506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860746,0.0005424166,0.000062580824,0.000096139585,0.0003438671,0.00034751193],"domain_scores_gemma":[0.9962632,0.0009144381,0.001183275,0.0003582826,0.00076673366,0.00051413337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015466596,0.0002699366,0.00024193048,0.0014970745,0.0014239325,0.002019159,0.00094543165,0.00033479845,0.0013944708],"category_scores_gemma":[0.0034938613,0.000225855,0.0004893533,0.0026944934,0.0012895555,0.0006972928,0.0016233101,0.00074986863,0.0003191616],"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":[0.00038626845,0.0025220509,0.87714154,0.00022352775,0.00013243567,0.0011940276,0.037281226,0.0074456506,0.0037867127,0.007349445,0.0013380479,0.06119899],"study_design_scores_gemma":[0.000007824619,0.0007259366,0.935819,0.000041169766,0.000042807493,0.00025519202,0.053887255,0.003615291,0.00094749307,0.0004788955,0.0041419207,0.000037291455],"about_ca_topic_score_codex":0.018205142,"about_ca_topic_score_gemma":0.030876273,"teacher_disagreement_score":0.018205142,"about_ca_system_score_codex":0.0023394078,"about_ca_system_score_gemma":0.0015167393,"threshold_uncertainty_score":0.036198318},"labels":[],"label_agreement":null},{"id":"W84942155","doi":"","title":"L'appropriation de l'espace. Un concept à la recherche d'une définition opérationnelle.","year":2000,"lang":"fr","type":"article","venue":"European Review of Applied Psychology-revue Europeenne De Psychologie Appliquee","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; ESPACE","score_opus":0.08217849835867683,"score_gpt":0.3479823923675022,"score_spread":0.2658038940088254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84942155","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10721409,0.030750591,0.22474949,0.021356652,0.001665994,0.00043335,0.00066667923,0.00023479028,0.61292833],"genre_scores_gemma":[0.87932765,0.009906724,0.052810784,0.003389964,0.00053204794,0.0005473147,0.000354915,0.00023882161,0.052891795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.986813,0.0062336354,0.0007579481,0.0019103704,0.0036937664,0.0005912182],"domain_scores_gemma":[0.98435634,0.008963242,0.001559151,0.002425364,0.0020516047,0.0006442629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00969977,0.0008304272,0.0005744025,0.004791971,0.0038956848,0.0125420205,0.0016612436,0.0026990909,0.008770072],"category_scores_gemma":[0.01623654,0.0005116228,0.0010270742,0.004617028,0.040194653,0.016100027,0.008887566,0.00350981,0.0011627648],"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":[0.000034907214,0.0000193755,0.0034843185,0.00037534337,0.000032306743,0.00021304932,0.057018682,0.00018321705,0.0013081793,0.8740127,0.0024860147,0.06083195],"study_design_scores_gemma":[0.000025724841,0.00012458224,0.009603892,0.0016253492,0.00006351543,0.0015421472,0.049721222,0.00068805704,0.0015205954,0.3803621,0.554628,0.00009480492],"about_ca_topic_score_codex":0.009428622,"about_ca_topic_score_gemma":0.008568995,"teacher_disagreement_score":0.0125420205,"about_ca_system_score_codex":0.0052547147,"about_ca_system_score_gemma":0.0054274765,"threshold_uncertainty_score":0.051297963},"labels":[],"label_agreement":null},{"id":"W957017959","doi":"","title":"SUSTAINABLE COMMUNITY DEVELOPMENT - IMPACT OF RESIDENTS' BEHAVIOUR ON TOTAL SUSTAINABILITY OF A SUSTAINABLE COMMUNITY","year":2013,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecological footprint; Sustainability; Sustainable community; Sustainable development; Order (exchange); Environmental planning; Environmental resource management; Business; Geography; Political science; Economics; Ecology","score_opus":0.004136544725977162,"score_gpt":0.17741105332745544,"score_spread":0.17327450860147828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W957017959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9376328,0.00025534644,0.0007501057,0.0006623126,0.000010983263,0.000065136854,0.00016315856,0.000015953827,0.060444172],"genre_scores_gemma":[0.99806863,0.00008737837,0.00023055673,0.000023315179,0.0000012144366,0.0000117370655,0.000029774506,0.0000024233213,0.0015450458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785465,0.0011275256,0.00005326785,0.000091642614,0.0005630858,0.00030971327],"domain_scores_gemma":[0.9946524,0.0014558774,0.0006325328,0.00020868766,0.001694532,0.0013559707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019529688,0.00015207333,0.00017719094,0.0007190953,0.0010885715,0.0015685912,0.0002839302,0.00023521834,0.003988908],"category_scores_gemma":[0.0047053946,0.00009817426,0.0003068454,0.0008072501,0.0015060626,0.00072638545,0.001954514,0.0004889964,0.0003006754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018569661,0.0007454206,0.84585124,0.00031975925,0.00022675062,0.00038337274,0.018010352,0.002806601,0.0016402421,0.0066861752,0.0026050406,0.12053941],"study_design_scores_gemma":[0.000018779472,0.00047744584,0.9376951,0.00017130756,0.000110473346,0.0001706345,0.035604585,0.0013351241,0.0013487523,0.004004492,0.019023567,0.000039727453],"about_ca_topic_score_codex":0.050400387,"about_ca_topic_score_gemma":0.1296209,"teacher_disagreement_score":0.9495996,"about_ca_system_score_codex":0.0025260975,"about_ca_system_score_gemma":0.0041945945,"threshold_uncertainty_score":0.100214005},"labels":[],"label_agreement":null}]}